, Arnold R. Salvacion
[aut] , Bui Tan Yen
[aut]| Title: | Agricultural Land Use Evaluation System |
|---|---|
| Description: | Evaluates land suitability for different crops production. The package is based on the Food and Agriculture Organization (FAO) and the International Rice Research Institute (IRRI) methodology for land evaluation. Development of ALUES is inspired by similar tool for land evaluation, Land Use Suitability Evaluation Tool (LUSET). The package uses fuzzy logic approach to evaluate land suitability of a particular area based on inputs such as rainfall, temperature, topography, and soil properties. The membership functions used for fuzzy modeling are the following: Triangular, Trapezoidal and Gaussian. The methods for computing the overall suitability of a particular area are also included, and these are the Minimum, Maximum and Average. Finally, ALUES is a highly optimized library with core algorithms written in C++. |
| Authors: | Al-Ahmadgaid B. Asaad [aut, cre]
, Arnold R. Salvacion
[aut] , Bui Tan Yen
[aut] |
| Maintainer: | Al-Ahmadgaid B. Asaad <[email protected]> |
| License: | MIT + file LICENSE |
| Version: | 0.2.1 |
| Built: | 2025-02-05 05:12:16 UTC |
| Source: | https://github.com/alstat/alues |
Agricultural Land Use Evaluation System (ALUES) is a package that evaluates land suitability for different crop production. The package is based on the Food and Agriculture Organization (FAO) and the International Rice Research Institute (IRRI) methodology for land evaluation. Development of ALUES is inspired by similar tool for land evaluation, Land Use Suitability Evaluation Tool (LUSET). The package uses fuzzy logic approach to evaluate land suitability of a particular area based on inputs such as rainfall, temperature, topography, and soil properties. The membership functions used for fuzzy modeling are the following: Triangular, Trapezoidal, Gaussian, Sigmoidal and custom models with functions that can be defined by the user. The package also aims on complicated methods like considering more than one fuzzy membership function on different suitability class. The methods for computing the overall suitability of a particular area are also included, and these are the Minimum, Maximum, Product, Sum, Average, Exponential and Gamma. Finally, ALUES utilizes the power of Rcpp library for efficient computation.
Al-Ahmadgaid B. Asaad <[email protected]> (maintainer)
Arnold R. Salvacion <[email protected]>
Bui Tan Yen
A dataset containing the soil characteristics of the crop requirements for farming Alfalfa.
A data frame with 12 rows and 8 columns
The following are the factors for evaluation:
SoilTe - 12 classes of soil texture (Soil Taxonomy)
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
ESP - ESP (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Alfalfa.
A data frame with 1 rows and 8 columns
The following are the factors for evaluation:
TgAv - Mean temperature of the growing cycle (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Alfalfa.
A data frame with 6 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1- No Flood, 2 - short time, 3 - Long time)
Drainage4 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Medium and fine textured soils)
Drainage5 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Coarse textured soils - Sandy families)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Alfalfa.
A data frame with 3 rows and 8 columns
The following are the factors for evaluation:
CropLen - Length of growing period (days)
WgAv - Precipitation of growing cycle (mm)
WghAv - Relative humidity growing cycle (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Avocado.
A data frame with 10 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
ESP - ESP (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Avocado.
A data frame with 2 rows and 8 columns
The following are the factors for evaluation:
TgAv - Mean temperature of the growing cycle (°C)
TmMinXm - Avarage minimum temperature of coldest month ( C )
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Avocado.
A data frame with 5 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage 1-good, 2-moderate, 3-imperfect, 4-poor - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Avocado.
A data frame with 2 rows and 8 columns
The following are the factors for evaluation:
WyAv - Annual precipitation (mm)
WmDryLen - Length dry season (months : P < 1/2 PET)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Bamboo.
A data frame with 4 rows and 8 columns
The following are the factors for evaluation:
SoilDpt - Soil depth (cm)
OC - Organic carbon (%)
SoilTe - 12 classes of soil texture (Soil Taxonomy)
pHH2O - pH H2O
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Bamboo.
A data frame with 1 rows and 8 columns
The following are the factors for evaluation:
TyAv - Mean annual temperature (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Bamboo.
A data frame with 1 rows and 8 columns
The following are the factors for evaluation:
SlopeD - Slope (1: 0-3, 2: 3-8, 3: 8-15, 4: 15-20, 5: 20-25, 6: >25) (degree, 6 classes)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Bamboo.
A data frame with 1 rows and 8 columns
The following are the factors for evaluation:
WyAv - Annual precipitation (mm)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Banana.
A data frame with 12 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
ESP - ESP (%)
SoilTe - 12 classes of soil texture (Soil Taxonomy)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Banana.
A data frame with 3 rows and 8 columns
The following are the factors for evaluation:
TyMaxAv - Mean annual maximum temperature (°C)
TmMinXm - Avarage minimum temperature of coldest month ( C )
TmMinXmAb - Absolute min temp. coldest month (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Banana.
A data frame with 6 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage 1-good, 2-moderate, 3-imperfect, 4-poor - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor
SlopeD - Slope (1: 0-3, 2: 3-8, 3: 8-15, 4: 15-20, 5: 20-25, 6: >25) (degree, 6 classes)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Banana.
A data frame with 2 rows and 8 columns
The following are the factors for evaluation:
WyAv - Annual precipitation (mm)
WmDryLen - Length dry season (months : P < 1/2 PET)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Barley.
A data frame with 13 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC6 - Organic carbon (%) - Kaolinitic materials
OC7 - Organic carbon (%) - Non Kaolinitic, Non calcareous materials
OC8 - Organic carbon (%) - Calcareous materials
ECedS - ECe (dS/m)
ESP - ESP (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Barley.
A data frame with 3 rows and 8 columns
The following are the factors for evaluation:
TmAv2 - Mean temp. crop development stage (2nd month) (°C)
TmAv3 - Mean temp. of the flowering stage (°C)
TmAv4 - Mean temp. of the ripening stage (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Barley.
A data frame with 6 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage4 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Medium and fine textured soils)
Drainage5 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Coarse textured soils - Sandy families)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Barley.
A data frame with 3 rows and 8 columns
The following are the factors for evaluation:
WgAv - Precipitation of growing cycle (mm)
WmAv2 - Mean precipitation of second month (mm)
WmAv3 - Mean precipitation of third month (mm)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Castor Beans.
A data frame with 9 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
ESP - ESP (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Castor Beans.
A data frame with 2 rows and 8 columns
The following are the factors for evaluation:
TgAv - Mean temperature of the growing cycle (°C)
TmAv1 - Mean temp. of the initial stage( C )
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Castor Beans.
A data frame with 6 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage4 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Medium and fine textured soils)
Drainage5 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Coarse textured soils - Sandy families)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Castor Beans.
A data frame with 2 rows and 8 columns
The following are the factors for evaluation:
WgAv - Precipitation of growing cycle (mm)
WmhAv3 - Relative humidity of maturation Stage (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Beans.
A data frame with 12 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
ESP - ESP (%)
SoilTe - 12 classes of soil texture (Soil Taxonomy)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Beans.
A data frame with 2 rows and 8 columns
The following are the factors for evaluation:
TgAv - Mean temperature of the growing cycle (°C)
TgMinAv - Mean min. temp. of growing cycle (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Beans.
A data frame with 7 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage4 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Medium and fine textured soils)
Drainage5 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Coarse textured soils - Sandy families)
SlopeD - Slope (1: 0-3, 2: 3-8, 3: 8-15, 4: 15-20, 5: 20-25, 6: >25) (degree, 6 classes)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Beans.
A data frame with 5 rows and 8 columns
The following are the factors for evaluation:
WgAv - Precipitation of growing cycle (mm)
WmhAv2 - Relative humidity of devel. Stage (%)
WmhAv3 - Relative humidity of maturation Stage (%)
WmnN2 - n/N develop. Stage (2nd month)
WmnN4 - n/N maturation stage (4th month)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Cabbage.
A data frame with 12 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
ESP - ESP (%)
SoilTe - 12 classes of soil texture (Soil Taxonomy)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Cabbage.
A data frame with 3 rows and 8 columns
The following are the factors for evaluation:
TgAv - Mean temperature of the growing cycle (°C)
TmAv0 - Mean temp. at germination (°C) (1st month)
TdDiff - Temp diffrence day/night ( C )
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Cabbage.
A data frame with 7 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage4 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Medium and fine textured soils)
Drainage5 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Coarse textured soils - Sandy families)
SlopeD - Slope (1: 0-3, 2: 3-8, 3: 8-15, 4: 15-20, 5: 20-25, 6: >25) (degree, 6 classes)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Cabbage.
A data frame with 2 rows and 8 columns
The following are the factors for evaluation:
WgAv - Precipitation of growing cycle (mm)
WghAv - Relative humidity growing cycle (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Carrots.
A data frame with 11 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
ESP - ESP (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Carrots.
A data frame with 2 rows and 8 columns
The following are the factors for evaluation:
TgAv - Mean temperature of the growing cycle (°C)
TmAv0 - Mean temp. at germination (°C) (1st month)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Carrots.
A data frame with 6 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage4 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Medium and fine textured soils)
Drainage5 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Coarse textured soils - Sandy families)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Carrots.
A data frame with 2 rows and 8 columns
The following are the factors for evaluation:
WgAv - Precipitation of growing cycle (mm)
WghAv - Relative humidity growing cycle (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Cashew.
A data frame with 8 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
ESP - ESP (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Cashew.
A data frame with 2 rows and 8 columns
The following are the factors for evaluation:
TyMaxAv - Mean annual maximum temperature (°C)
TmMinXm - Avarage minimum temperature of coldest month ( C )
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Cashew.
A data frame with 8 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage4 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Medium and fine textured soils)
Drainage5 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Coarse textured soils - Sandy families)
SlopeD - Slope (1: 0-3, 2: 3-8, 3: 8-15, 4: 15-20, 5: 20-25, 6: >25) (degree, 6 classes)
SoilTe - 12 classes of soil texture (Soil Taxonomy)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Cashew.
A data frame with 2 rows and 8 columns
The following are the factors for evaluation:
WyAv - Annual precipitation (mm)
WmDryLen - Length dry season (months : P < 1/2 PET)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Cassava.
A data frame with 12 rows and 8 columns
The following are the factors for evaluation:
CFragm1 - Coarse fragment in surface (Vol.%)
CFragm2 - Coarse fragment in depth (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
SoilTe - 12 classes of soil texture (Soil Taxonomy)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Cassava.
A data frame with 3 rows and 8 columns
The following are the factors for evaluation:
TyMaxAv - Mean annual maximum temperature (°C)
TmMinXmAb - Absolute min temp. coldest month (°C)
TgAv - Mean temperature of the growing cycle (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Cassava.
A data frame with 6 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage 1-good, 2-moderate, 3-imperfect, 4-poor - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor
SlopeD - Slope (1: 0-3, 2: 3-8, 3: 8-15, 4: 15-20, 5: 20-25, 6: >25) (degree, 6 classes)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Cassava.
A data frame with 3 rows and 8 columns
The following are the factors for evaluation:
WyAv - Annual precipitation (mm)
WmDryLen - Length dry season (months : P < 1/2 PET)
WmnN5 - n/N of the 5 dryest months
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Chickpea.
A data frame with 11 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
ESP - ESP (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Chickpea.
A data frame with 1 rows and 8 columns
The following are the factors for evaluation:
TgAv - Mean temperature of the growing cycle (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Chickpea.
A data frame with 8 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage4 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Medium and fine textured soils)
Drainage5 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Coarse textured soils - Sandy families)
SlopeD - Slope (1: 0-3, 2: 3-8, 3: 8-15, 4: 15-20, 5: 20-25, 6: >25) (degree, 6 classes)
SoilTe - 12 classes of soil texture (Soil Taxonomy)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Chickpea.
A data frame with 3 rows and 8 columns
The following are the factors for evaluation:
WgAv - Precipitation of growing cycle (mm)
WmAv3 - Mean precipitation of third month (mm)
WmAv4 - Mean precipitation of fourth month (mm)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Cinnamon.
A data frame with 9 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Cinnamon.
A data frame with 1 rows and 8 columns
The following are the factors for evaluation:
TgAv - Mean temperature of the growing cycle (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Cinnamon.
A data frame with 2 rows and 8 columns
The following are the factors for evaluation:
SlopeD - Slope (1: 0-3, 2: 3-8, 3: 8-15, 4: 15-20, 5: 20-25, 6: >25) (degree, 6 classes)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Cinnamon.
A data frame with 2 rows and 8 columns
The following are the factors for evaluation:
WgAv - Precipitation of growing cycle (mm)
WghAv - Relative humidity growing cycle (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Citrus.
A data frame with 12 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
ESP - ESP (%)
SoilTe - 12 classes of soil texture (Soil Taxonomy)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Citrus.
A data frame with 8 rows and 8 columns
The following are the factors for evaluation:
TyAv - Mean annual temperature (°C)
TmMax38 - No of months with mean temp. > 38 °C
TmMin13 - No of months with mean temp. < 13 °C
TyMinAb - Absolute minimum temperature (°C)
TyMinAb - Absolute minimum temperature (°C)
TyMinAb - Absolute minimum temperature (°C)
TyMinAb - Absolute minimum temperature (°C)
TmAv3 - Mean temp. of the flowering stage (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Citrus.
A data frame with 6 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage 1-good, 2-moderate, 3-imperfect, 4-poor - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor
SlopeD - Slope (1: 0-3, 2: 3-8, 3: 8-15, 4: 15-20, 5: 20-25, 6: >25) (degree, 6 classes)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Citrus.
A data frame with 5 rows and 8 columns
The following are the factors for evaluation:
WyAv - Annual precipitation (mm)
WmDryLen - Length dry season (months : P < 1/2 PET)
WmhColdXm - Relative humidity of coldest month if frost (%)
WmhAv4 - Relative humidity at harvest stage (%)
WmhAv3 - Relative humidity of maturation Stage (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Cocoa.
A data frame with 10 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Cocoa.
A data frame with 3 rows and 8 columns
The following are the factors for evaluation:
TyAv - Mean annual temperature (°C)
TyMaxAv - Mean annual maximum temperature (°C)
TyMaxAv - Mean annual maximum temperature (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Cocoa.
A data frame with 5 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage 1-good, 2-moderate, 3-imperfect, 4-poor - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Cocoa.
A data frame with 4 rows and 8 columns
The following are the factors for evaluation:
WyAv - Annual precipitation (mm)
WmDryLen - Length dry season (months : P < 1/2 PET)
WmhDryXm - Mean rel. humidity dryest month (%)
WmhDryXm - Mean rel. humidity dryest month (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Coconut.
A data frame with 6 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
OC - Organic carbon (%)
ECemh - ECe (mmhos/cm)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Coconut.
A data frame with 1 rows and 8 columns
The following are the factors for evaluation:
TyAv - Mean annual temperature (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Coconut.
A data frame with 5 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage 1-good, 2-moderate, 3-imperfect, 4-poor - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Coconut.
A data frame with 3 rows and 8 columns
The following are the factors for evaluation:
WyAv - Annual precipitation (mm)
WmDryLen - Length dry season (months : P < 1/2 PET)
WyhAv - Mean annual rel. humidity (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Arabica Coffee.
A data frame with 11 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
SoilTe - 12 classes of soil texture (Soil Taxonomy)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Arabica Coffee.
A data frame with 3 rows and 8 columns
The following are the factors for evaluation:
TyMaxAv - Mean annual maximum temperature (°C)
TdMinXm - Mean daily minimum temperature of coldest month (°C)
TyAv - Mean annual temperature (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Arabica Coffee.
A data frame with 6 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage 1-good, 2-moderate, 3-imperfect, 4-poor - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor
SlopeD - Slope (1: 0-3, 2: 3-8, 3: 8-15, 4: 15-20, 5: 20-25, 6: >25) (degree, 6 classes)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Arabica Coffee.
A data frame with 4 rows and 8 columns
The following are the factors for evaluation:
WyAv - Annual precipitation (mm)
WmDryLen - Length dry season (months : P < 1/2 PET)
WmhDryXm - Mean rel. humidity dryest month (%)
WmnN5 - n/N of the 5 dryest months
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Robusta Coffee.
A data frame with 10 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Robusta Coffee.
A data frame with 3 rows and 8 columns
The following are the factors for evaluation:
TyAv - Mean annual temperature (°C)
TyMaxAv - Mean annual maximum temperature (°C)
TdMinXm - Mean daily minimum temperature of coldest month (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Robusta Coffee.
A data frame with 5 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage 1-good, 2-moderate, 3-imperfect, 4-poor - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Robusta Coffee.
A data frame with 4 rows and 8 columns
The following are the factors for evaluation:
WyAv - Annual precipitation (mm)
WmDryLen - Length dry season (months : P < 1/2 PET)
WmhDryXm - Mean rel. humidity dryest month (%)
WmnN5 - n/N of the 5 dryest months
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Cotton.
A data frame with 13 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC6 - Organic carbon (%) - Kaolinitic materials
OC7 - Organic carbon (%) - Non Kaolinitic, Non calcareous materials
OC8 - Organic carbon (%) - Calcareous materials
ECemh - ECe (mmhos/cm)
SoilTe - 12 classes of soil texture (Soil Taxonomy)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Cotton.
A data frame with 6 rows and 8 columns
The following are the factors for evaluation:
TgAv - Mean temperature of the growing cycle (°C)
TgMaxAv - Mean max temp. of growing cycle (°C)
TmMaxXm - Average max. temp. warmest month (°C)
TmAv2 - Mean temp. crop development stage (2nd month) (°C)
TdAvg3 - Mean DAY temp. of flowering stage (°C)
TdMinN3 - Mean Night temp. of flowering stage (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Cotton.
A data frame with 7 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage4 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Medium and fine textured soils)
Drainage5 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Coarse textured soils - Sandy families)
Slope - nan
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Cotton.
A data frame with 6 rows and 8 columns
The following are the factors for evaluation:
WgAv - Precipitation of growing cycle (mm)
WmAv1 - Mean precipitation of first month (mm)
WmAv2 - Mean precipitation of second month (mm)
WmAv5 - Mean precipitation of fifth month (mm)
WmAv6 - Precipitation of ripening stage (mm)(6th month)
WmhAv3 - Relative humidity of maturation Stage (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Cowpea.
A data frame with 11 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
SoilTe - 12 classes of soil texture (Soil Taxonomy)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Cowpea.
A data frame with 3 rows and 8 columns
The following are the factors for evaluation:
TgAv - Mean temperature of the growing cycle (°C)
TmAv0 - Mean temp. at germination (°C) (1st month)
TyMinAv - Mean annual minimum temperature (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Cowpea.
A data frame with 7 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage4 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Medium and fine textured soils)
Drainage5 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Coarse textured soils - Sandy families)
SlopeD - Slope (1: 0-3, 2: 3-8, 3: 8-15, 4: 15-20, 5: 20-25, 6: >25) (degree, 6 classes)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Cowpea.
A data frame with 6 rows and 8 columns
The following are the factors for evaluation:
WgAv - Precipitation of growing cycle (mm)
WmAv1 - Mean precipitation of first month (mm)
WmAv2 - Mean precipitation of second month (mm)
WmAv3 - Mean precipitation of third month (mm)
WmAv4 - Mean precipitation of fourth month (mm)
WmhAv4 - Relative humidity at harvest stage (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Cucumber.
A data frame with 10 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
ESP - ESP (%)
SoilTe - 12 classes of soil texture (Soil Taxonomy)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Cucumber.
A data frame with 1 rows and 8 columns
The following are the factors for evaluation:
TgAv - Mean temperature of the growing cycle (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Cucumber.
A data frame with 7 rows and 8 columns
The following are the factors for evaluation:
SlopeD - Slope (1: 0-3, 2: 3-8, 3: 8-15, 4: 15-20, 5: 20-25, 6: >25) (degree, 6 classes)
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage4 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Medium and fine textured soils)
Drainage5 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Coarse textured soils - Sandy families)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Cucumber.
A data frame with 2 rows and 8 columns
The following are the factors for evaluation:
WgAv - Precipitation of growing cycle (mm)
WghAv - Relative humidity growing cycle (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Groundnuts.
A data frame with 15 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECs - Apparent CEC Soil (cmol (+)/kg soil)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC6 - Organic carbon (%) - Kaolinitic materials
OC7 - Organic carbon (%) - Non Kaolinitic, Non calcareous materials
OC8 - Organic carbon (%) - Calcareous materials
ECedS - ECe (dS/m)
ESP - ESP (%)
OC - Organic carbon (%)
SoilTe - 12 classes of soil texture (Soil Taxonomy)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Groundnuts.
A data frame with 3 rows and 8 columns
The following are the factors for evaluation:
TgAv - Mean temperature of the growing cycle (°C)
TgMaxAv - Mean max temp. of growing cycle (°C)
TgMinAv - Mean min. temp. of growing cycle (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Groundnuts.
A data frame with 7 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage4 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Medium and fine textured soils)
Drainage5 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Coarse textured soils - Sandy families)
SlopeD - Slope (1: 0-3, 2: 3-8, 3: 8-15, 4: 15-20, 5: 20-25, 6: >25) (degree, 6 classes)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Groundnuts.
A data frame with 6 rows and 8 columns
The following are the factors for evaluation:
WgAv - Precipitation of growing cycle (mm)
WmAv1 - Mean precipitation of first month (mm)
WmAv2 - Mean precipitation of second month (mm)
WmAv3 - Mean precipitation of third month (mm)
WmAv4 - Mean precipitation of fourth month (mm)
WghAv - Relative humidity growing cycle (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Guava.
A data frame with 9 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
ESP - ESP (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Guava.
A data frame with 1 rows and 8 columns
The following are the factors for evaluation:
TyAv - Mean annual temperature (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Guava.
A data frame with 5 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage 1-good, 2-moderate, 3-imperfect, 4-poor - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Guava.
A data frame with 1 rows and 8 columns
The following are the factors for evaluation:
WyAv - Annual precipitation (mm)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the land and terrain characteristics of the land units in Lao Cai, Vietnam.
A data frame with 2928 rows and 10 columns
SlopeD - Slope (1: 0-3, 2: 3-8, 3: 8-15, 4: 15-20, 5: 20-25, 6: >25) (degree, 6 classes);
CFragm - Coarse fragment (Vol.%);
SoilDpt - Soil depth (cm);
SoilTe - 12 classes of soil texture (Soil Taxonomy);
CECc - Apparent CEC Clay (cmol (+)/kg clay);
SumBCs - Sum of basic caions (cmol (+)/kg soil);
pHH20 - pH H2O;
BS - Base Saturation (%);
OC - Organic carbon (%);
Flood - Flooding;
A dataset containing the temperature characteristics of the land units in Lao Cai, Vietnam.
A data frame with 2928 rows and 12 columns
Jan - January;
Feb - February;
Mar - March;
Apr - April;
May - May;
Jun - June;
Jul - July;
Aug - August;
Sep - September;
Oct - October;
Nov - November;
Dec - December;
A dataset containing the water chracteristics of the land units in Lao Cai, Vietnam.
A data frame with 2928 rows and 12 columns
Jan - January;
Feb - February;
Mar - March;
Apr - April;
May - May;
Jun - June;
Jul - July;
Aug - August;
Sep - September;
Oct - October;
Nov - November;
Dec - December;
A dataset containing the soil characteristics of the crop requirements for farming Longan.
A data frame with 12 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
ESP - ESP (%)
SoilTe - 12 classes of soil texture (Soil Taxonomy)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Longan.
A data frame with 3 rows and 8 columns
The following are the factors for evaluation:
TyAv - Mean annual temperature (°C)
TdMinXm - Mean daily minimum temperature of coldest month (°C)
TyMinAv - Mean annual minimum temperature (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Longan.
A data frame with 6 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage 1-good, 2-moderate, 3-imperfect, 4-poor - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor
SlopeD - Slope (1: 0-3, 2: 3-8, 3: 8-15, 4: 15-20, 5: 20-25, 6: >25) (degree, 6 classes)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Longan.
A data frame with 1 rows and 8 columns
The following are the factors for evaluation:
WyAv - Annual precipitation (mm)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Maize.
A data frame with 15 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC6 - Organic carbon (%) - Kaolinitic materials
OC7 - Organic carbon (%) - Non Kaolinitic, Non calcareous materials
OC8 - Organic carbon (%) - Calcareous materials
ECedS - ECe (dS/m)
ESP - ESP (%)
OC - Organic carbon (%)
SoilTe - 12 classes of soil texture (Soil Taxonomy)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Maize.
A data frame with 2 rows and 8 columns
The following are the factors for evaluation:
TgAv - Mean temperature of the growing cycle (°C)
TgMinAv - Mean min. temp. of growing cycle (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Maize.
A data frame with 7 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage4 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Medium and fine textured soils)
Drainage5 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Coarse textured soils - Sandy families)
SlopeD - Slope (1: 0-3, 2: 3-8, 3: 8-15, 4: 15-20, 5: 20-25, 6: >25) (degree, 6 classes)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Maize.
A data frame with 9 rows and 8 columns
The following are the factors for evaluation:
WgAv - Precipitation of growing cycle (mm)
WmAv1 - Mean precipitation of first month (mm)
WmAv2 - Mean precipitation of second month (mm)
WmAv3 - Mean precipitation of third month (mm)
WmAv4 - Mean precipitation of fourth month (mm)
WmhAv2 - Relative humidity of devel. Stage (%)
WmhAv3 - Relative humidity of maturation Stage (%)
WmnN2 - n/N develop. Stage (2nd month)
WmnN4 - n/N maturation stage (4th month)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Mango.
A data frame with 12 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCc - Sum of basic cations (cmol (+)/kg of clay)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
ESP - ESP (%)
SoilTe - 12 classes of soil texture (Soil Taxonomy)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Mango.
A data frame with 2 rows and 8 columns
The following are the factors for evaluation:
TyAv - Mean annual temperature (°C)
TyMinAv - Mean annual minimum temperature (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Mango.
A data frame with 6 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1) Basin furrow irrigation
Slope2 - Slope (%) (2) Mechanized, high management level
Slope3 - Slope (%) (3) Manual, low management level
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage 1-good, 2-moderate, 3-imperfect, 4-poor - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor
SlopeD - 6 classes of slope (Degree)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Mango.
A data frame with 5 rows and 8 columns
The following are the factors for evaluation:
WyAv - Annual precipitation (mm)
WmDryLen - Length dry season (months : P < 1/2 PET)
WmAvDry - Monthly precipitation during dry season (mm)
WyhAv - Mean annual rel. humidity (%)
WmnN4 - n/N maturation stage (4th month)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the land and terrain characteristics of the land units in Marinduque, Philippines.
A data frame with 881 rows and 6 columns
Lat - Latitude of Land Units;
Lon - Longitude of Land Units;
CECc - Apparent CEC Clay (cmol (+)/kg clay);
pHH20 - pH H2O;
CFragm - Coarse fragment (Vol.%);
SoilTe - 12 classes of soil texture (Soil Taxonomy);
A dataset containing the temperature characteristics of the land units in Marinduque, Philippines.
A data frame with 881 rows and 14 columns
Lat - Latitude of Land Units;
Lon - Longitude of Land Units;
Jan - January;
Feb - February;
Mar - March;
Apr - April;
May - May;
Jun - June;
Jul - July;
Aug - August;
Sep - September;
Oct - October;
Nov - November;
Dec - December;
A dataset containing the water characteristics of the land units in Marinduque, Philippines.
A data frame with 881 rows and 14 columns
Lat - Latitude of Land Units;
Lon - Longitude of Land Units;
Jan - January;
Feb - February;
Mar - March;
Apr - April;
May - May;
Jun - June;
Jul - July;
Aug - August;
Sep - September;
Oct - October;
Nov - November;
Dec - December;
A dataset containing the soil characteristics of the crop requirements for farming Millets.
A data frame with 11 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC6 - Organic carbon (%) - Kaolinitic materials
ECedS - ECe (dS/m)
ESP - ESP (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Millets.
A data frame with 3 rows and 8 columns
The following are the factors for evaluation:
TgAv - Mean temperature of the growing cycle (°C)
TgMaxAv - Mean max temp. of growing cycle (°C)
TgMinAv - Mean min. temp. of growing cycle (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Millets.
A data frame with 6 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage4 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Medium and fine textured soils)
Drainage5 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Coarse textured soils - Sandy families)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Millets.
A data frame with 5 rows and 8 columns
The following are the factors for evaluation:
WgAv - Precipitation of growing cycle (mm)
WmAv1 - Mean precipitation of first month (mm)
WmAv2 - Mean precipitation of second month (mm)
WmAv4 - Mean precipitation of fourth month (mm)
WmhAv4 - Relative humidity at harvest stage (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Oil Palm.
A data frame with 10 rows and 8 columns
The following are the factors for evaluation:
CFragm2 - Coarse fragment in depth (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Oil Palm.
A data frame with 3 rows and 8 columns
The following are the factors for evaluation:
TyMaxAv - Mean annual maximum temperature (°C)
TdMinXm - Mean daily minimum temperature of coldest month (°C)
TyAv - Mean annual temperature (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Oil Palm.
A data frame with 4 rows and 8 columns
The following are the factors for evaluation:
Slope - Slope
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage4 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (4) Medium & fine textured soils
Drainage5 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (5) Coarse textured soils
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Oil Palm.
A data frame with 3 rows and 8 columns
The following are the factors for evaluation:
WyAv - Annual precipitation (mm)
WmDryLen - Length dry season (months : P < 1/2 PET)
WynN - Mean annual n/N
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Olives.
A data frame with 10 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
ESP - ESP (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Olives.
A data frame with 2 rows and 8 columns
The following are the factors for evaluation:
TyAv - Mean annual temperature (°C)
TmMinXm - Avarage minimum temperature of coldest month ( C )
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Olives.
A data frame with 6 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage 1-good, 2-moderate, 3-imperfect, 4-poor - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor
SlopeD - Slope (1: 0-3, 2: 3-8, 3: 8-15, 4: 15-20, 5: 20-25, 6: >25) (degree, 6 classes) (1: 0-3, 2: 3-8, 3: 8-15, 4: 15-20, 5: 20-25, 6: >25)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Olives.
A data frame with 3 rows and 8 columns
The following are the factors for evaluation:
WyAv - Annual precipitation (mm)
WmSpecial1 - Monthly rainfall during the sclerification of stone (mm) - August (N hem) February (S hem.)
WmSpecial2 - Monthly rainfall during the sclerification of stone (mm) - September (N hem) March (S hem.)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Onion.
A data frame with 11 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
ESP - ESP (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Onion.
A data frame with 2 rows and 8 columns
The following are the factors for evaluation:
TgAv - Mean temperature of the growing cycle (°C)
TmAv0 - Mean temp. at germination (°C) (1st month)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Onion.
A data frame with 6 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage4 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Medium and fine textured soils)
Drainage5 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Coarse textured soils - Sandy families)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Onion.
A data frame with 2 rows and 8 columns
The following are the factors for evaluation:
WgAv - Precipitation of growing cycle (mm)
TmAvDlen3 - Daylength (h) during yield form. Period
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
This function computes the overall suitability scores and class of the land units.
overall_suit(suit, method = NULL, interval = NULL)overall_suit(suit, method = NULL, interval = NULL)
suit |
an object of class suitability. |
method |
a character for the method for computing the overall suitability, choices are:
|
interval |
if |
A data frame with columns:
Score - the overall suitability scores
Class - the overall suitability classes
https://alstat.github.io/ALUES/; suit
# The overall suitability can be computed using the `overall_suit` # function, which takes an object of class suitability. For example, library(ALUES) banana_suit <- suit("banana", terrain=MarinduqueLT) class(banana_suit[["terrain"]]) class(banana_suit[["soil"]]) # If we take a look at the output of both terrain and soil # characteristics, we have: # lapply is used to show the head of each item in the list lapply(banana_suit[["terrain"]], function(x) head(x)) lapply(banana_suit[["soil"]], function(x) head(x)) # There are no factors targetted for the terrain # characteristics, that is why the returned value is a # string error. Thus, only the soil characteristics can # have an overall suitability, and is computed as follows: ovsuit <- overall_suit(banana_suit[["soil"]]) head(ovsuit) # By default, the `overall_suit` function uses minimum # as a summary statistics, hence the 0 scores and N # classes across land units. To adjust this to average # aggregation, use the `method` argument to specify. ovsuit <- overall_suit(banana_suit[["soil"]], method="average") head(ovsuit) ## Intervals # By default, the `overall_suit` uses an equally spaced # interval for the suitability classes, that is, # N [0, 0.25), S3 [0.25, 0.50), S2 [0.50, 0.75), # and S1 [0.75, 1]. This can be changed using the # `interval` argument, for example ovsuit <- overall_suit(banana_suit[["soil"]], method="average", interval=c(0, 0.6, 0.7, 0.9, 1)) head(ovsuit) # The above code sets the suitability class intervals # into: N [0, 0.60), S3 [0.60, 0.70), S2 [0.70, 0.90), # and S1 [0.90, 1]. It should be emphasized that the # `interval` argument cannot be set to `unbias` as in # the case of the `interval` argument of the `suit` # function. This follows from the fact that the # `overall_suit` function does not use a membership # function for computing the score, but an aggregation function. # Other examples library(ALUES) out <- suit("ricebr", terrain=MarinduqueLT, water=MarinduqueWater, temp=MarinduqueTemp, sow_month=1) lapply(out[["terrain"]], function(x) head(x)) lapply(out[["water"]], function(x) head(x)) # Soil Overall Suitability head(overall_suit(out[["soil"]])) head(overall_suit(out[["soil"]], "average")) head(overall_suit(out[["soil"]], "maximum")) head(overall_suit(out[["soil"]], "average", c(0, 0.3, 0.35, 0.6, 1.0))) # Water Overall Suitability head(overall_suit(out[["water"]], "average")) head(overall_suit(out[["water"]], "maximum")) head(overall_suit(out[["water"]], "average", c(0, 0.3, 0.35, 0.6, 1.0))) # Temperature Overall Suitability head(overall_suit(out[["temp"]], "average")) head(overall_suit(out[["temp"]], "maximum")) head(overall_suit(out[["temp"]], "average", c(0, 0.3, 0.35, 0.6, 1.0)))# The overall suitability can be computed using the `overall_suit` # function, which takes an object of class suitability. For example, library(ALUES) banana_suit <- suit("banana", terrain=MarinduqueLT) class(banana_suit[["terrain"]]) class(banana_suit[["soil"]]) # If we take a look at the output of both terrain and soil # characteristics, we have: # lapply is used to show the head of each item in the list lapply(banana_suit[["terrain"]], function(x) head(x)) lapply(banana_suit[["soil"]], function(x) head(x)) # There are no factors targetted for the terrain # characteristics, that is why the returned value is a # string error. Thus, only the soil characteristics can # have an overall suitability, and is computed as follows: ovsuit <- overall_suit(banana_suit[["soil"]]) head(ovsuit) # By default, the `overall_suit` function uses minimum # as a summary statistics, hence the 0 scores and N # classes across land units. To adjust this to average # aggregation, use the `method` argument to specify. ovsuit <- overall_suit(banana_suit[["soil"]], method="average") head(ovsuit) ## Intervals # By default, the `overall_suit` uses an equally spaced # interval for the suitability classes, that is, # N [0, 0.25), S3 [0.25, 0.50), S2 [0.50, 0.75), # and S1 [0.75, 1]. This can be changed using the # `interval` argument, for example ovsuit <- overall_suit(banana_suit[["soil"]], method="average", interval=c(0, 0.6, 0.7, 0.9, 1)) head(ovsuit) # The above code sets the suitability class intervals # into: N [0, 0.60), S3 [0.60, 0.70), S2 [0.70, 0.90), # and S1 [0.90, 1]. It should be emphasized that the # `interval` argument cannot be set to `unbias` as in # the case of the `interval` argument of the `suit` # function. This follows from the fact that the # `overall_suit` function does not use a membership # function for computing the score, but an aggregation function. # Other examples library(ALUES) out <- suit("ricebr", terrain=MarinduqueLT, water=MarinduqueWater, temp=MarinduqueTemp, sow_month=1) lapply(out[["terrain"]], function(x) head(x)) lapply(out[["water"]], function(x) head(x)) # Soil Overall Suitability head(overall_suit(out[["soil"]])) head(overall_suit(out[["soil"]], "average")) head(overall_suit(out[["soil"]], "maximum")) head(overall_suit(out[["soil"]], "average", c(0, 0.3, 0.35, 0.6, 1.0))) # Water Overall Suitability head(overall_suit(out[["water"]], "average")) head(overall_suit(out[["water"]], "maximum")) head(overall_suit(out[["water"]], "average", c(0, 0.3, 0.35, 0.6, 1.0))) # Temperature Overall Suitability head(overall_suit(out[["temp"]], "average")) head(overall_suit(out[["temp"]], "maximum")) head(overall_suit(out[["temp"]], "average", c(0, 0.3, 0.35, 0.6, 1.0)))
A dataset containing the soil characteristics of the crop requirements for farming Papaya.
A data frame with 9 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
ESP - ESP (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Papaya.
A data frame with 2 rows and 8 columns
The following are the factors for evaluation:
TyAv - Mean annual temperature (°C)
TyMinAv - Mean annual minimum temperature (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Papaya.
A data frame with 0 rows and 8 columns
The following are the factors for evaluation:
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Papaya.
A data frame with 3 rows and 8 columns
The following are the factors for evaluation:
WyAv - Annual precipitation (mm)
WynN - Mean annual n/N
WyhAv - Mean annual rel. humidity (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Peach.
A data frame with 12 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
ESP - ESP (%)
SoilTe - 12 classes of soil texture (Soil Taxonomy)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Peach.
A data frame with 1 rows and 8 columns
The following are the factors for evaluation:
TyAv - Mean annual temperature (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Peach.
A data frame with 6 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage 1-good, 2-moderate, 3-imperfect, 4-poor - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor
SlopeD - Slope (1: 0-3, 2: 3-8, 3: 8-15, 4: 15-20, 5: 20-25, 6: >25) (degree, 6 classes)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Peach.
A data frame with 1 rows and 8 columns
The following are the factors for evaluation:
WyAv - Annual precipitation (mm)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Pear.
A data frame with 12 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
ESP - ESP (%)
SoilTe - 12 classes of soil texture (Soil Taxonomy)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Pear.
A data frame with 1 rows and 8 columns
The following are the factors for evaluation:
TyAv - Mean annual temperature (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Pear.
A data frame with 6 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage 1-good, 2-moderate, 3-imperfect, 4-poor - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor
SlopeD - Slope (1: 0-3, 2: 3-8, 3: 8-15, 4: 15-20, 5: 20-25, 6: >25) (degree, 6 classes)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Pear.
A data frame with 1 rows and 8 columns
The following are the factors for evaluation:
WyAv - Annual precipitation (mm)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Pea.
A data frame with 11 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
OC - Organic carbon (%)
ECedS - ECe (dS/m)
ESP - ESP (%)
SoilTe - 12 classes of soil texture (Soil Taxonomy)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Pea.
A data frame with 2 rows and 8 columns
The following are the factors for evaluation:
TgAv - Mean temperature of the growing cycle (°C)
TmMinAv0 - Mean min. temp. at germination (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Pea.
A data frame with 7 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage4 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Medium and fine textured soils)
Drainage5 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Coarse textured soils - Sandy families)
SlopeD - Slope (1: 0-3, 2: 3-8, 3: 8-15, 4: 15-20, 5: 20-25, 6: >25) (degree, 6 classes)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Pea.
A data frame with 1 rows and 8 columns
The following are the factors for evaluation:
WgAv - Precipitation of growing cycle (mm)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Green Pepper.
A data frame with 11 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
SoilTe - 12 classes of soil texture (Soil Taxonomy)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Green Pepper.
A data frame with 2 rows and 8 columns
The following are the factors for evaluation:
TgAv - Mean temperature of the growing cycle (°C)
TmAv0 - Mean temp. at germination (°C) (1st month)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Green Pepper.
A data frame with 7 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage4 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Medium and fine textured soils)
Drainage5 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Coarse textured soils - Sandy families)
Slope - nan
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Green Pepper.
A data frame with 1 rows and 8 columns
The following are the factors for evaluation:
WgAv - Precipitation of growing cycle (mm)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Persimmon.
A data frame with 12 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
ESP - ESP (%)
SoilTe - 12 classes of soil texture (Soil Taxonomy)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Persimmon.
A data frame with 1 rows and 8 columns
The following are the factors for evaluation:
TgAv - Mean temperature of the growing cycle (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Persimmon.
A data frame with 6 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage 1-good, 2-moderate, 3-imperfect, 4-poor - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor
SlopeD - Slope (1: 0-3, 2: 3-8, 3: 8-15, 4: 15-20, 5: 20-25, 6: >25) (degree, 6 classes)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Persimmon.
A data frame with 1 rows and 8 columns
The following are the factors for evaluation:
WyAv - Annual precipitation (mm)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Pineapple.
A data frame with 12 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
ESP - ESP (%)
SoilTe - 12 classes of soil texture (Soil Taxonomy)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Pineapple.
A data frame with 1 rows and 8 columns
The following are the factors for evaluation:
TyAv - Mean annual temperature (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Pineapple.
A data frame with 7 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage4 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Medium and fine textured soils)
Drainage5 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Coarse textured soils - Sandy families)
SlopeD - Slope (1: 0-3, 2: 3-8, 3: 8-15, 4: 15-20, 5: 20-25, 6: >25) (degree, 6 classes)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Pineapple.
A data frame with 2 rows and 8 columns
The following are the factors for evaluation:
WyAv - Annual precipitation (mm)
WyhAv - Mean annual rel. humidity (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Plum.
A data frame with 12 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
ESP - ESP (%)
SoilTe - 12 classes of soil texture (Soil Taxonomy)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Plum.
A data frame with 1 rows and 8 columns
The following are the factors for evaluation:
TyAv - Mean annual temperature (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Plum.
A data frame with 6 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage 1-good, 2-moderate, 3-imperfect, 4-poor - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor
SlopeD - Slope (1: 0-3, 2: 3-8, 3: 8-15, 4: 15-20, 5: 20-25, 6: >25) (degree, 6 classes)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Plum.
A data frame with 1 rows and 8 columns
The following are the factors for evaluation:
WyAv - Annual precipitation (mm)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Potato.
A data frame with 12 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt1 - Surface Soil Depth (cm)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
ESP - ESP (%)
SoilTe - 12 classes of soil texture (Soil Taxonomy)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Sweet Potato.
A data frame with 12 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
ESP - ESP (%)
SoilTe - 12 classes of soil texture (Soil Taxonomy)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Sweet Potato.
A data frame with 2 rows and 8 columns
The following are the factors for evaluation:
TgAv - Mean temperature of the growing cycle (°C)
TgMinAv - Mean min. temp. of growing cycle (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Sweet Potato.
A data frame with 7 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage4 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Medium and fine textured soils)
Drainage5 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Coarse textured soils - Sandy families)
SlopeD - Slope (1: 0-3, 2: 3-8, 3: 8-15, 4: 15-20, 5: 20-25, 6: >25) (degree, 6 classes)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Sweet Potato.
A data frame with 5 rows and 8 columns
The following are the factors for evaluation:
WyAv - Annual precipitation (mm)
WmDryLen - Length dry season (months : P < 1/2 PET)
WmhAv4 - Relative humidity at harvest stage (%)
WmnN2 - n/N develop. Stage (2nd month)
WmnN4 - n/N maturation stage (4th month)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Potato.
A data frame with 4 rows and 8 columns
The following are the factors for evaluation:
TgAv - Mean temperature of the growing cycle (°C)
TmMinAv1 - Average absolut Min. temperature of the first month (°C)
TmMinAv4 - Average absolut Min. temperature of other months (°C)
TdAvgDiff - Average Temperature difference between day-night (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Potato.
A data frame with 7 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage4 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Medium and fine textured soils)
Drainage5 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Coarse textured soils - Sandy families)
SlopeD - Slope (1: 0-3, 2: 3-8, 3: 8-15, 4: 15-20, 5: 20-25, 6: >25) (degree, 6 classes)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Potato.
A data frame with 5 rows and 8 columns
The following are the factors for evaluation:
WmAv1 - Mean precipitation of first month (mm)
WmAv2 - Mean precipitation of second month (mm)
WmAv3 - Mean precipitation of third month (mm)
WmAv4 - Mean precipitation of fourth month (mm)
TgAvDlen - Average daylength growing cycle (h)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Rainfed Bunded Rice.
A data frame with 6 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Rainfed Bunded Rice.
A data frame with 4 rows and 8 columns
The following are the factors for evaluation:
TgAv - Mean temperature of the growing cycle (°C)
TmMaxXm - Average max. temp. warmest month (°C)
TmAv2 - Mean temp. crop development stage (2nd month) (°C)
TmMinAv4 - Average absolut Min. temperature of other months (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Rainfed Bunded Rice.
A data frame with 3 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage 1-good, 2-moderate, 3-imperfect, 4-poor - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Rainfed Bunded Rice.
A data frame with 7 rows and 8 columns
The following are the factors for evaluation:
WmAv1 - Mean precipitation of first month (mm)
WmAv2 - Mean precipitation of second month (mm)
WmAv3 - Mean precipitation of third month (mm)
WmAv4 - Mean precipitation of fourth month (mm)
WmhAv2 - Relative humidity of devel. Stage (%)
WmhAv4 - Relative humidity at harvest stage (%)
WynN - Mean annual n/N
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Irrigated Rice.
A data frame with 12 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
OC - Organic carbon (%)
ECedS - ECe (dS/m)
ESP - ESP (%)
pHH2O - pH H2O
SoilTe - 12 classes of soil texture (Soil Taxonomy)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Irrigated Rice.
A data frame with 4 rows and 8 columns
The following are the factors for evaluation:
TgAv - Mean temperature of the growing cycle (°C)
TmMaxXm - Average max. temp. warmest month (°C)
TmAv2 - Mean temp. crop development stage (2nd month) (°C)
TmMinAv4 - Average absolut Min. temperature of other months (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Irrigated Rice.
A data frame with 4 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage 1-good, 2-moderate, 3-imperfect, 4-poor - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor
SlopeD - Slope (1: 0-3, 2: 3-8, 3: 8-15, 4: 15-20, 5: 20-25, 6: >25) (degree, 6 classes)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Irrigated Rice.
A data frame with 7 rows and 8 columns
The following are the factors for evaluation:
WmAv1 - Mean precipitation of first month (mm)
WmAv2 - Mean precipitation of second month (mm)
WmAv3 - Mean precipitation of third month (mm)
WmAv4 - Mean precipitation of fourth month (mm)
WmhAv2 - Relative humidity of devel. Stage (%)
WmhAv4 - Relative humidity at harvest stage (%)
WynN - Mean annual n/N
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Rice Cultivation under Natural Floods.
A data frame with 11 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
ESP - ESP (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Rice Cultivation under Natural Floods.
A data frame with 4 rows and 8 columns
The following are the factors for evaluation:
TgAv - Mean temperature of the growing cycle (°C)
TmMaxXm - Average max. temp. warmest month (°C)
TmAv2 - Mean temp. crop development stage (2nd month) (°C)
TmMinAv4 - Average absolut Min. temperature of other months (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Rice Cultivation under Natural Floods.
A data frame with 2 rows and 8 columns
The following are the factors for evaluation:
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage 1-good, 2-moderate, 3-imperfect, 4-poor - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Rice Cultivation under Natural Floods.
A data frame with 7 rows and 8 columns
The following are the factors for evaluation:
WmAv1 - Mean precipitation of first month (mm)
WmAv2 - Mean precipitation of second month (mm)
WmAv3 - Mean precipitation of third month (mm)
WmAv4 - Mean precipitation of fourth month (mm)
WmhAv2 - Relative humidity of devel. Stage (%)
WmhAv4 - Relative humidity at harvest stage (%)
WynN - Mean annual n/N
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Rainfed Upland Rice.
A data frame with 8 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
SoilTe - 12 classes of soil texture (Soil Taxonomy)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Rainfed Upland Rice.
A data frame with 4 rows and 8 columns
The following are the factors for evaluation:
TgAv - Mean temperature of the growing cycle (°C)
TmMaxXm - Average max. temp. warmest month (°C)
TmAv2 - Mean temp. crop development stage (2nd month) (°C)
TmMinAv4 - Average absolut Min. temperature of other months (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Rainfed Upland Rice.
A data frame with 6 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage4 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Medium and fine textured soils)
Drainage5 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Coarse textured soils - Sandy families)
SlopeD - Slope (1: 0-3, 2: 3-8, 3: 8-15, 4: 15-20, 5: 20-25, 6: >25) (degree, 6 classes)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Rainfed Upland Rice.
A data frame with 7 rows and 8 columns
The following are the factors for evaluation:
WmAv1 - Mean precipitation of first month (mm)
WmAv2 - Mean precipitation of second month (mm)
WmAv3 - Mean precipitation of third month (mm)
WmAv4 - Mean precipitation of fourth month (mm)
WmhAv2 - Relative humidity of devel. Stage (%)
WmhAv4 - Relative humidity at harvest stage (%)
WynN - Mean annual n/N
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Rubber.
A data frame with 10 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
SoilTe - 12 classes of soil texture (Soil Taxonomy)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Rubber.
A data frame with 3 rows and 8 columns
The following are the factors for evaluation:
TyAv - Mean annual temperature (°C)
TyMaxAv - Mean annual maximum temperature (°C)
TdMinXm - Mean daily minimum temperature of coldest month (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Rubber.
A data frame with 4 rows and 8 columns
The following are the factors for evaluation:
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage 1-good, 2-moderate, 3-imperfect, 4-poor - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor
Slope - nan
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Rubber.
A data frame with 3 rows and 8 columns
The following are the factors for evaluation:
WyAv - Annual precipitation (mm)
WmER - Months of excessive rain (x)
WmDryLen - Length dry season (months : P < 1/2 PET)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Safflower.
A data frame with 8 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Safflower.
A data frame with 2 rows and 8 columns
The following are the factors for evaluation:
TmAv1 - Mean temp. of the initial stage( C )
TmAv2 - Mean temp. crop development stage (2nd month) (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Safflower.
A data frame with 6 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage4 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Medium and fine textured soils)
Drainage5 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Coarse textured soils - Sandy families)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Safflower.
A data frame with 6 rows and 8 columns
The following are the factors for evaluation:
WmAv1 - Mean precipitation of first month (mm)
WmAv2 - Mean precipitation of second month (mm)
WmAv3 - Mean precipitation of third month (mm)
WmAv4 - Mean precipitation of fourth month (mm)
WmhAv3 - Relative humidity of maturation Stage (%)
WmhAv4 - Relative humidity at harvest stage (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Sesame.
A data frame with 7 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Sesame.
A data frame with 3 rows and 8 columns
The following are the factors for evaluation:
TgAv - Mean temperature of the growing cycle (°C)
TgMaxAv - Mean max temp. of growing cycle (°C)
TgMinAv - Mean min. temp. of growing cycle (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Sesame.
A data frame with 6 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage4 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Medium and fine textured soils)
Drainage5 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Coarse textured soils - Sandy families)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Sesame.
A data frame with 4 rows and 8 columns
The following are the factors for evaluation:
WmAv1 - Mean precipitation of first month (mm)
WmAv2 - Mean precipitation of second month (mm)
WmAv3 - Mean precipitation of third month (mm)
WghAv - Relative humidity growing cycle (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Sorghum.
A data frame with 12 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC6 - Organic carbon (%) - Kaolinitic materials
OC7 - Organic carbon (%) - Non Kaolinitic, Non calcareous materials
ECedS - ECe (dS/m)
ESP - ESP (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Sorghum.
A data frame with 3 rows and 8 columns
The following are the factors for evaluation:
TgAv - Mean temperature of the growing cycle (°C)
TgMaxAv - Mean max temp. of growing cycle (°C)
TgMinAv - Mean min. temp. of growing cycle (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Sorghum.
A data frame with 6 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage4 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Medium and fine textured soils)
Drainage5 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Coarse textured soils - Sandy families)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Sorghum.
A data frame with 3 rows and 8 columns
The following are the factors for evaluation:
WgAv - Precipitation of growing cycle (mm)
WmAv4 - Mean precipitation of fourth month (mm)
WghAv - Relative humidity growing cycle (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Soya.
A data frame with 11 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
OC - Organic carbon (%)
ECedS - ECe (dS/m)
ESP - ESP (%)
SoilTe - 12 classes of soil texture (Soil Taxonomy)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Soya.
A data frame with 2 rows and 8 columns
The following are the factors for evaluation:
TgAv - Mean temperature of the growing cycle (°C)
TgMinAv - Mean min. temp. of growing cycle (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Soya.
A data frame with 7 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage4 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Medium and fine textured soils)
Drainage5 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Coarse textured soils - Sandy families)
SlopeD - Slope (1: 0-3, 2: 3-8, 3: 8-15, 4: 15-20, 5: 20-25, 6: >25) (degree, 6 classes)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Soya.
A data frame with 9 rows and 8 columns
The following are the factors for evaluation:
WgAv - Precipitation of growing cycle (mm)
WmAv1 - Mean precipitation of first month (mm)
WmAv2 - Mean precipitation of second month (mm)
WmAv3 - Mean precipitation of third month (mm)
WmAv4 - Mean precipitation of fourth month (mm)
WmhAv2 - Relative humidity of devel. Stage (%)
WmhAv3 - Relative humidity of maturation Stage (%)
WmnN2 - n/N develop. Stage (2nd month)
WmnN4 - n/N maturation stage (4th month)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Sugar Cane.
A data frame with 15 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC6 - Organic carbon (%) - Kaolinitic materials
OC7 - Organic carbon (%) - Non Kaolinitic, Non calcareous materials
OC8 - Organic carbon (%) - Calcareous materials
ECedS - ECe (dS/m)
ESP - ESP (%)
OC - Organic carbon (%)
SoilTe - 12 classes of soil texture (Soil Taxonomy)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Sugar Cane.
A data frame with 4 rows and 8 columns
The following are the factors for evaluation:
TdAvg0 - Mean day temperature at germination stage(°C)
TdAvg1 - Mean day temperature for tillage stage (°C)
TdAvg2 - Mean day temperature for vegetative stage (°C)
Tcoef - (Tmax-Tmin)/Tmean maturation stage
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Sugar Cane.
A data frame with 7 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage4 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Medium and fine textured soils)
Drainage5 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Coarse textured soils - Sandy families)
SlopeD - Slope (1: 0-3, 2: 3-8, 3: 8-15, 4: 15-20, 5: 20-25, 6: >25) (degree, 6 classes)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Sugar Cane.
A data frame with 4 rows and 8 columns
The following are the factors for evaluation:
Wd10 - 10 days of rainfall (mm)
SunH - Sunshine : hours/year
WynN - Mean annual n/N
WmhAv3 - Relative humidity of maturation Stage (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
This function calculates the suitability scores and class of the land units.
suit( crop, terrain = NULL, water = NULL, temp = NULL, mf = "triangular", sow_month = NULL, minimum = NULL, maximum = "average", interval = NULL, sigma = NULL )suit( crop, terrain = NULL, water = NULL, temp = NULL, mf = "triangular", sow_month = NULL, minimum = NULL, maximum = "average", interval = NULL, sigma = NULL )
crop |
a string for the name of the crop; |
terrain |
a data frame for the terrain characteristics of the input land units; |
water |
a data frame for the water characteristics of the input land units; |
temp |
a data frame for the temperature characteristics of the input land units; |
mf |
membership function with default assigned to |
sow_month |
sowing month of the crop. Takes integers from 1 to 12 (inclusive), representing the twelve months of the year. So if sets to 1, the function assumes sowing month to be January. |
minimum |
factor's minimum value. If |
maximum |
maximum value for factors. To set multiple maximums for multiple factors,
simply concatenate these into a numeric vector, the length of this vector should be equal
to the number of factors in input land units parameters. However, it can also be set to
|
interval |
domains for every suitability class (S1, S2, S3). If fixed ( |
sigma |
If |
A list of outputs of target characteristics, with the following components:
"terrain" - a list of outputs for terrain characteristics
"soil" - a list of outputs for soil characteristics
"water" - a list of outputs for water characteristics
"temp" - a list of outputs for temperature characteristics
These components are only available when specified as the target characteristics in either
of the arguments above, that is, if terrain argument is specified above, then the "terrain"
and "soil" components will be available in the output list. This is also true if water and temp
are specified in the arguments above.
Each of the components returned above contains a list of outputs as well with the following components:
"Factors Evaluated" - a character of factors that matched between the input land units factor and the targetted crop requirement factor
"Suitability Score" - a data frame of suitability scores for each of the matched factors
"Suitability Class" - a data frame of suitability classes for each of the matched factors
"Factors' Minimum Values" - a numeric of minimum values used in the membership function for computing the suitability scores
"Factors' Minimum Values" - a numeric of maximum values used in the membership function for computing the suitability scores
"Factors' Weights" - a numeric of weights of the factors specified in the input crop requirements
"Crop Evaluated" - a character of the name of the targetted crop requirement dataset
https://alstat.github.io/ALUES/; overall_suit
library(ALUES) banana_suit <- suit("banana", terrain=MarinduqueLT) names(banana_suit) # The warning above simply tells the user that one of the factor, # CECc, in the target crop requirement, has parameter intervals for # all suitability classes equal to 16, and the package used this value # as the maximum constant for computing the suitability scores. For more, # please refer to the **Article 2: Methodology used in ALUES** of the documentation. # The `suit` function returns a list of output of target # characteristics, in this case `"terrain"` and `"soil"`. To access # the output, simply run the following: # lapply is used to display the head of each items in the list lapply(banana_suit[["terrain"]], function(x) head(x)) lapply(banana_suit[["soil"]], function(x) head(x)) # Each of these are lists, with the following names: names(banana_suit[["soil"]]) # So that, to access the factors evaluated, simply run the following: banana_suit[["soil"]][["Factors Evaluated"]] ## Targetting Crop # There are 56 crops available in ALUES, and what we've illustrated # above is for banana only. Other crops are listed below: d <- utils::data(package = "ALUES") alues_data <- d$results[, "Item"] crop_data <- regmatches(alues_data, gregexpr(paste0("^[A-Z]{2,}", collapse = "|"), alues_data)) crop_data <- unique(unlist(lapply(crop_data, function(x) substr(x, 1, nchar(x)-1)))) crop_data # These are the names for the input string for the # `suit` function. For example, to target sweet potato the # input string is not `"sweet potato"` but rather `potatosw`. That is, # potato_suit1 <- suit("sweet potato", terrain=MarinduqueLT) potato_suit2 <- suit("potatosw", terrain=MarinduqueLT) ## Targetting Crop Factors # The idea of evaluating a land unit is to match the # quality of the land against the standard value of the # target factor. Therefore, if the crop does not include # the factor you are targeting, then there won't be any # matching to be done. For example, the land units evaluated # above are those in Marindque, which has the following soil # and terrain characteristics: head(MarinduqueLT) # The crop that we are trying to target is banana. The `suit` # function simply require the user to input a string name for # the target crop, and the function will look for the corresponding # crop datasets. For example, for banana these are the crop # requirements datasets for the four characteristics: BANANATerrain BANANASoil BANANAWater BANANATemp # These datasets are used by the `suit` function depending # on the targetted characteristics of the input land units # (specified by the user) on the said function. So for # `banana_suit` object above, the target crop datasets were # `BANANATerrain` and `BANANASoil` since the input land unit # specified is `terrain=MarinduqueLT`. Further, the input land # unit only targetted the soil factors and not the terrain factors, # since none of the factors in `MarinduqueLT` matched with the # factors in `BANANATerrain`. That is why, accessing the output # for the terrain characteristics for the `banana_suit` object # will return the following: banana_suit[["terrain"]] ## Targetting Multiple Characteristics # The example above only targetted the terrain and soil # characteristics, but the `suit` function allows user to # also target water and temp simultaneously. For examples, # we can evaluate the land units of Lao Cai, Vietnam for all # three characteristics as follows for irrigated rice (`riceiw``): riceiw_multi <- suit("riceiw", terrain=LaoCaiLT, water=LaoCaiWater, temp=LaoCaiTemp, sow_month=10) names(riceiw_multi) # It is necessary to specify the sowing month when specifying # the water and temperature characteristics of the input land # units. In this case, we are saying that the first sowing # month for both water and temperature characteristics # correspond to October (*See* Article 6 for more on this). # No factors were targetted by input land unit for banana for # terrain, water and temperature characteristics. lapply(riceiw_multi[["terrain"]], function(x) head(x)) lapply(riceiw_multi[["soil"]], function(x) head(x)) lapply(riceiw_multi[["water"]], function(x) head(x)) lapply(riceiw_multi[["temp"]], function(x) head(x)) # Only the head (first six) of the output of the items are shown. ## Membership Function # There are three membership functions (MFs) available in # the `suit` function, namely *triangular*, *trapezoidal* # and *Gaussian*. For example, the following computes the # suitability scores and classes using trapezoidal MF. banana_suit <- suit("banana", terrain=MarinduqueLT, mf="trapezoidal") head(banana_suit[["soil"]][["Suitability Score"]]) head(banana_suit[["soil"]][["Suitability Class"]]) ## Intervals # Another option available in the `suit` function is the # `interval`. By default, ALUES uses an equally spaced # suitability class intervals for deriving the suitability # class. That is, for N [0, 0.25), S3 [0.25, 0.50), # S2 [0.50, 0.75), and S1 [0.75, 1]. ### Custom Intervals # Users can modify the default equally spaced intervals, for example: banana_suit <- suit("banana", terrain=MarinduqueLT, mf="trapezoidal", interval=c(0, 0.3, 0.6, 0.9, 1)) head(banana_suit[["soil"]][["Suitability Score"]]) head(banana_suit[["soil"]][["Suitability Class"]]) # The above code sets the new suitability class intervals # into: N [0, 0.3), S3 [0.3, 0.6), S2 [0.6, 0.9), and S1 [0.9, 1]. ### Unbias Intervals # The problem with the fixed interval is that the said # intervals does not take into account the shape of the # membership function and the spacing of the parameter # interval limits (*See* Article 2 for parameter intervals). # Custom intervals might be able to capture this if the user # computed the interval limits manually, but ALUES provides # an option just for this, by setting `interval="unbias"`. # That is, banana_suit <- suit("banana", terrain=MarinduqueLT, mf="trapezoidal", interval="unbias") head(banana_suit[["soil"]][["Suitability Score"]]) head(banana_suit[["soil"]][["Suitability Class"]]) # By setting the `interval="unbias"`, the `suit` # function will generate a different likely unequally # spaced suitability class intervals, but the interval # limits are mathematically correct, in terms of the mapping # of the parameter interval limits to suitability class limits # via the membership function. ## Maximum and Minimum # Another parameter that can be set for `suit` are the # `minimum` and `maximum`. These are the constants used # by the membership function for computing the suitability # score. banana_suit <- suit("banana", terrain=MarinduqueLT, mf="trapezoidal", interval="unbias") banana_suit[["soil"]][["Factors Evaluated"]] # From the above result, there are four factors targetted # by the input land unit, these are CFragm, CECc, pHH2O and # SoilTe. Suppose we know the maximum value that these factors # can take, say 60 for CFragm, 20 for CECc, 9 for pHH2O, and 10 # for SoilTe. We can specify these as follows: banana_suit <- suit("banana", terrain=MarinduqueLT, mf="trapezoidal", interval="unbias", maximum=c(60, 20, 9, 10)) banana_suit # The result gave us an error. We understand the error # for terrain characteristics, but for soil it says that # the argument `maximum` must be equal in length with the # target factors specified in the input land unit datasets. # We know that there should be 4 factors, but upon checking, # we see that the `MarinduqueLT` also have Lon and Lat columns, # which ALUES assumes to be a target factor as well. Indeed, we # need to exclude these columns (those that are not the target # factors, rather spatial variables) when specifying `minimum` # or `maximum` constants. Thus, it should be: MarinduqueLT2 <- MarinduqueLT[, 3:ncol(MarinduqueLT)] banana_suit <- suit("banana", terrain=MarinduqueLT2, mf="trapezoidal", interval="unbias", maximum=c(60, 20, 9, 10)) head(banana_suit[["soil"]][["Suitability Score"]]) head(banana_suit[["soil"]][["Suitability Class"]]) ## Sigma of Gaussian # The `sigma` argument is used to specify the scale of the # Gaussian membership function. That is, it is only # applicable for `mf="gaussian"`. # Other examples library(ALUES) rice_suit <- suit("ricebr", water=MarinduqueWater, temp=MarinduqueTemp, sow_month = 1) lapply(rice_suit[["water"]], function(x) head(x)) # access results for water suitability lapply(rice_suit[["temp"]], function(x) head(x)) # access results for temperature suitability rice_suit <- suit("ricebr", terrain=MarinduqueLT) lapply(rice_suit[["terrain"]], function(x) head(x)) lapply(rice_suit[["soil"]], function(x) head(x))library(ALUES) banana_suit <- suit("banana", terrain=MarinduqueLT) names(banana_suit) # The warning above simply tells the user that one of the factor, # CECc, in the target crop requirement, has parameter intervals for # all suitability classes equal to 16, and the package used this value # as the maximum constant for computing the suitability scores. For more, # please refer to the **Article 2: Methodology used in ALUES** of the documentation. # The `suit` function returns a list of output of target # characteristics, in this case `"terrain"` and `"soil"`. To access # the output, simply run the following: # lapply is used to display the head of each items in the list lapply(banana_suit[["terrain"]], function(x) head(x)) lapply(banana_suit[["soil"]], function(x) head(x)) # Each of these are lists, with the following names: names(banana_suit[["soil"]]) # So that, to access the factors evaluated, simply run the following: banana_suit[["soil"]][["Factors Evaluated"]] ## Targetting Crop # There are 56 crops available in ALUES, and what we've illustrated # above is for banana only. Other crops are listed below: d <- utils::data(package = "ALUES") alues_data <- d$results[, "Item"] crop_data <- regmatches(alues_data, gregexpr(paste0("^[A-Z]{2,}", collapse = "|"), alues_data)) crop_data <- unique(unlist(lapply(crop_data, function(x) substr(x, 1, nchar(x)-1)))) crop_data # These are the names for the input string for the # `suit` function. For example, to target sweet potato the # input string is not `"sweet potato"` but rather `potatosw`. That is, # potato_suit1 <- suit("sweet potato", terrain=MarinduqueLT) potato_suit2 <- suit("potatosw", terrain=MarinduqueLT) ## Targetting Crop Factors # The idea of evaluating a land unit is to match the # quality of the land against the standard value of the # target factor. Therefore, if the crop does not include # the factor you are targeting, then there won't be any # matching to be done. For example, the land units evaluated # above are those in Marindque, which has the following soil # and terrain characteristics: head(MarinduqueLT) # The crop that we are trying to target is banana. The `suit` # function simply require the user to input a string name for # the target crop, and the function will look for the corresponding # crop datasets. For example, for banana these are the crop # requirements datasets for the four characteristics: BANANATerrain BANANASoil BANANAWater BANANATemp # These datasets are used by the `suit` function depending # on the targetted characteristics of the input land units # (specified by the user) on the said function. So for # `banana_suit` object above, the target crop datasets were # `BANANATerrain` and `BANANASoil` since the input land unit # specified is `terrain=MarinduqueLT`. Further, the input land # unit only targetted the soil factors and not the terrain factors, # since none of the factors in `MarinduqueLT` matched with the # factors in `BANANATerrain`. That is why, accessing the output # for the terrain characteristics for the `banana_suit` object # will return the following: banana_suit[["terrain"]] ## Targetting Multiple Characteristics # The example above only targetted the terrain and soil # characteristics, but the `suit` function allows user to # also target water and temp simultaneously. For examples, # we can evaluate the land units of Lao Cai, Vietnam for all # three characteristics as follows for irrigated rice (`riceiw``): riceiw_multi <- suit("riceiw", terrain=LaoCaiLT, water=LaoCaiWater, temp=LaoCaiTemp, sow_month=10) names(riceiw_multi) # It is necessary to specify the sowing month when specifying # the water and temperature characteristics of the input land # units. In this case, we are saying that the first sowing # month for both water and temperature characteristics # correspond to October (*See* Article 6 for more on this). # No factors were targetted by input land unit for banana for # terrain, water and temperature characteristics. lapply(riceiw_multi[["terrain"]], function(x) head(x)) lapply(riceiw_multi[["soil"]], function(x) head(x)) lapply(riceiw_multi[["water"]], function(x) head(x)) lapply(riceiw_multi[["temp"]], function(x) head(x)) # Only the head (first six) of the output of the items are shown. ## Membership Function # There are three membership functions (MFs) available in # the `suit` function, namely *triangular*, *trapezoidal* # and *Gaussian*. For example, the following computes the # suitability scores and classes using trapezoidal MF. banana_suit <- suit("banana", terrain=MarinduqueLT, mf="trapezoidal") head(banana_suit[["soil"]][["Suitability Score"]]) head(banana_suit[["soil"]][["Suitability Class"]]) ## Intervals # Another option available in the `suit` function is the # `interval`. By default, ALUES uses an equally spaced # suitability class intervals for deriving the suitability # class. That is, for N [0, 0.25), S3 [0.25, 0.50), # S2 [0.50, 0.75), and S1 [0.75, 1]. ### Custom Intervals # Users can modify the default equally spaced intervals, for example: banana_suit <- suit("banana", terrain=MarinduqueLT, mf="trapezoidal", interval=c(0, 0.3, 0.6, 0.9, 1)) head(banana_suit[["soil"]][["Suitability Score"]]) head(banana_suit[["soil"]][["Suitability Class"]]) # The above code sets the new suitability class intervals # into: N [0, 0.3), S3 [0.3, 0.6), S2 [0.6, 0.9), and S1 [0.9, 1]. ### Unbias Intervals # The problem with the fixed interval is that the said # intervals does not take into account the shape of the # membership function and the spacing of the parameter # interval limits (*See* Article 2 for parameter intervals). # Custom intervals might be able to capture this if the user # computed the interval limits manually, but ALUES provides # an option just for this, by setting `interval="unbias"`. # That is, banana_suit <- suit("banana", terrain=MarinduqueLT, mf="trapezoidal", interval="unbias") head(banana_suit[["soil"]][["Suitability Score"]]) head(banana_suit[["soil"]][["Suitability Class"]]) # By setting the `interval="unbias"`, the `suit` # function will generate a different likely unequally # spaced suitability class intervals, but the interval # limits are mathematically correct, in terms of the mapping # of the parameter interval limits to suitability class limits # via the membership function. ## Maximum and Minimum # Another parameter that can be set for `suit` are the # `minimum` and `maximum`. These are the constants used # by the membership function for computing the suitability # score. banana_suit <- suit("banana", terrain=MarinduqueLT, mf="trapezoidal", interval="unbias") banana_suit[["soil"]][["Factors Evaluated"]] # From the above result, there are four factors targetted # by the input land unit, these are CFragm, CECc, pHH2O and # SoilTe. Suppose we know the maximum value that these factors # can take, say 60 for CFragm, 20 for CECc, 9 for pHH2O, and 10 # for SoilTe. We can specify these as follows: banana_suit <- suit("banana", terrain=MarinduqueLT, mf="trapezoidal", interval="unbias", maximum=c(60, 20, 9, 10)) banana_suit # The result gave us an error. We understand the error # for terrain characteristics, but for soil it says that # the argument `maximum` must be equal in length with the # target factors specified in the input land unit datasets. # We know that there should be 4 factors, but upon checking, # we see that the `MarinduqueLT` also have Lon and Lat columns, # which ALUES assumes to be a target factor as well. Indeed, we # need to exclude these columns (those that are not the target # factors, rather spatial variables) when specifying `minimum` # or `maximum` constants. Thus, it should be: MarinduqueLT2 <- MarinduqueLT[, 3:ncol(MarinduqueLT)] banana_suit <- suit("banana", terrain=MarinduqueLT2, mf="trapezoidal", interval="unbias", maximum=c(60, 20, 9, 10)) head(banana_suit[["soil"]][["Suitability Score"]]) head(banana_suit[["soil"]][["Suitability Class"]]) ## Sigma of Gaussian # The `sigma` argument is used to specify the scale of the # Gaussian membership function. That is, it is only # applicable for `mf="gaussian"`. # Other examples library(ALUES) rice_suit <- suit("ricebr", water=MarinduqueWater, temp=MarinduqueTemp, sow_month = 1) lapply(rice_suit[["water"]], function(x) head(x)) # access results for water suitability lapply(rice_suit[["temp"]], function(x) head(x)) # access results for temperature suitability rice_suit <- suit("ricebr", terrain=MarinduqueLT) lapply(rice_suit[["terrain"]], function(x) head(x)) lapply(rice_suit[["soil"]], function(x) head(x))
This function calculates the suitability scores and class of the land units.
suitability( x, y, mf = "triangular", sow_month = NULL, minimum = NULL, maximum = "average", interval = NULL, sigma = NULL )suitability( x, y, mf = "triangular", sow_month = NULL, minimum = NULL, maximum = "average", interval = NULL, sigma = NULL )
x |
a data frame consisting the properties of the land units; |
y |
a data frame consisting the requirements of a given characteristics (terrain, soil, water and temperature) for a given crop (e.g. coconut, cassava, etc.); |
mf |
membership function with default assigned to |
sow_month |
sowing month of the crop. Takes integers from 1 to 12 (inclusive), representing the twelve months of the year. So if sets to 1, the function assumes sowing month to be January. |
minimum |
factor's minimum value. If |
maximum |
maximum value for factors. To set multiple maximums for multiple factors,
simply concatenate these into a numeric vector, the length of this vector should be equal
to the number of factors in input land units parameters. However, it can also be set to
|
interval |
domains for every suitability class (S1, S2, S3). If fixed ( |
sigma |
If |
A list with the following components:
"Factors Evaluated" - a character of factors that matched between the input land units factor and the targetted crop requirement factor
"Suitability Score" - a data frame of suitability scores for each of the matched factors
"Suitability Class" - a data frame of suitability classes for each of the matched factors
"Factors' Minimum Values" - a numeric of minimum values used in the membership function for computing the suitability scores
"Factors' Minimum Values" - a numeric of maximum values used in the membership function for computing the suitability scores
"Factors' Weights" - a numeric of weights of the factors specified in the input crop requirements
"Crop Evaluated" - a character of the name of the targetted crop requirement dataset
#' @seealso
https://alstat.github.io/ALUES/
A dataset containing the soil characteristics of the crop requirements for farming Sunflower.
A data frame with 11 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
ESP - ESP (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Sunflower.
A data frame with 1 rows and 8 columns
The following are the factors for evaluation:
TgAv - Mean temperature of the growing cycle (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Sunflower.
A data frame with 6 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage4 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Medium and fine textured soils)
Drainage5 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Coarse textured soils - Sandy families)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Sunflower.
A data frame with 6 rows and 8 columns
The following are the factors for evaluation:
WgAv - Precipitation of growing cycle (mm)
WmAv1 - Mean precipitation of first month (mm)
WmAv2 - Mean precipitation of second month (mm)
WmAv4 - Mean precipitation of fourth month (mm)
WmAv5 - Mean precipitation of fifth month (mm)
WghAv - Relative humidity growing cycle (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Tea.
A data frame with 12 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
ESP - ESP (%)
SoilTe - 12 classes of soil texture (Soil Taxonomy)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Tea.
A data frame with 5 rows and 8 columns
The following are the factors for evaluation:
TyAv - Mean annual temperature (°C)
TmMinAv - Mean min. temp. of warmest month (°C)
TmMinXm - Avarage minimum temperature of coldest month ( C )
TmMaxXm - Average max. temp. warmest month (°C)
TmAv4Xm - Mean temp. of 4 warmest month (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Tea.
A data frame with 4 rows and 8 columns
The following are the factors for evaluation:
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage 1-good, 2-moderate, 3-imperfect, 4-poor - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor
SlopeD - Slope (1: 0-3, 2: 3-8, 3: 8-15, 4: 15-20, 5: 20-25, 6: >25) (degree, 6 classes)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Tea.
A data frame with 4 rows and 8 columns
The following are the factors for evaluation:
WyAv - Annual precipitation (mm)
WmDryLen - Length dry season (months : P < 1/2 PET)
WmDryLen - Length dry season (months : P < 1/2 PET)
WyhAv - Mean annual rel. humidity (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Tobacco.
A data frame with 12 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
ESP - ESP (%)
SoilTe - 12 classes of soil texture (Soil Taxonomy)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Tobacco.
A data frame with 1 rows and 8 columns
The following are the factors for evaluation:
TgAv - Mean temperature of the growing cycle (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Tobacco.
A data frame with 7 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage4 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Medium and fine textured soils)
Drainage5 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Coarse textured soils - Sandy families)
SlopeD - Slope (1: 0-3, 2: 3-8, 3: 8-15, 4: 15-20, 5: 20-25, 6: >25) (degree, 6 classes)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Tobacco.
A data frame with 3 rows and 8 columns
The following are the factors for evaluation:
WgAv - Precipitation of growing cycle (mm)
WynN - Mean annual n/N
WghAv - Relative humidity growing cycle (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Tomato.
A data frame with 12 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
ESP - ESP (%)
SoilTe - 12 classes of soil texture (Soil Taxonomy)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Tomato.
A data frame with 4 rows and 8 columns
The following are the factors for evaluation:
TgAv - Mean temperature of the growing cycle (°C)
TmAv0 - Mean temp. at germination (°C) (1st month)
TmAv3 - Mean temp. of the flowering stage (°C)
TdDiff3 - Temp. diff day/night flowering stage (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Tomato.
A data frame with 7 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage4 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Medium and fine textured soils)
Drainage5 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Coarse textured soils - Sandy families)
SlopeD - Slope (1: 0-3, 2: 3-8, 3: 8-15, 4: 15-20, 5: 20-25, 6: >25) (degree, 6 classes)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Tomato.
A data frame with 2 rows and 8 columns
The following are the factors for evaluation:
WgAv - Precipitation of growing cycle (mm)
WghAv - Relative humidity growing cycle (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Watermelon.
A data frame with 10 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
ECedS - ECe (dS/m)
ESP - ESP (%)
SoilTe - nan
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Watermelon.
A data frame with 1 rows and 8 columns
The following are the factors for evaluation:
TgAv - Mean temperature of the growing cycle (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Watermelon.
A data frame with 7 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage4 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Medium and fine textured soils)
Drainage5 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (Coarse textured soils - Sandy families)
SlopeD - Slope (1: 0-3, 2: 3-8, 3: 8-15, 4: 15-20, 5: 20-25, 6: >25) (degree, 6 classes)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Watermelon.
A data frame with 2 rows and 8 columns
The following are the factors for evaluation:
WgAv - Precipitation of growing cycle (mm)
WghAv - Relative humidity growing cycle (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the soil characteristics of the crop requirements for farming Wheat.
A data frame with 14 rows and 8 columns
The following are the factors for evaluation:
CFragm - Coarse fragment (Vol.%)
SoilDpt - Soil depth (cm)
CaCO3 - CaCO3 (%)
Gyps - Gypsum (%)
CECc - Apparent CEC Clay (cmol (+)/kg clay)
BS - Base Saturation (%)
SumBCs - Sum of basic caions (cmol (+)/kg soil)
pHH2O - pH H2O
OC - Organic carbon (%)
OC6 - Organic carbon (%) - Kaolinitic materials
OC7 - Organic carbon (%) - Non Kaolinitic, Non calcareous materials
OC8 - Organic carbon (%) - Calcareous materials
ECedS - ECe (dS/m)
ESP - ESP (%)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the temp characteristics of the crop requirements for farming Wheat.
A data frame with 4 rows and 8 columns
The following are the factors for evaluation:
TgAv - Mean temperature of the growing cycle (°C)
TmAv2 - Mean temp. crop development stage (2nd month) (°C)
TmAv3 - Mean temp. of the flowering stage (°C)
TmAv4 - Mean temp. of the ripening stage (°C)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the terrain characteristics of the crop requirements for farming Wheat.
A data frame with 6 rows and 8 columns
The following are the factors for evaluation:
Slope1 - Slope (%) (1. Irrigrated agriculture, basin furrow irrigation)
Slope2 - Slope (%) (2. High level of managemnet with full mechanization. )
Slope3 - Slope (%) (3. Low level of managemnet animal traction or handwork.)
Flood - Flooding (1 - No Flood, 2 - short time, 3 - Long time)
Drainage4 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (1-good, 2-moderate, 3-imperfect, 4-poor)(Medium and fine textured soils)
Drainage5 - Drainage 1-good, 2-moderate, 3-imperfect, 4-poor (1-good, 2-moderate, 3-imperfect, 4-poor)(Coarse textured soils - Sandy families)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.
A dataset containing the water characteristics of the crop requirements for farming Wheat.
A data frame with 4 rows and 8 columns
The following are the factors for evaluation:
WgAv - Precipitation of growing cycle (mm)
WmAv2 - Mean precipitation of second month (mm)
WmAv3 - Mean precipitation of third month (mm)
WmAv4 - Mean precipitation of fourth month (mm)
Yen, B. T., Pheng, K. S., and Hoanh, C. T. (2006). LUSET: Land Use Suitability Evaluation Tool User's Guide. International Rice Research Institute.