Environmental_Data_Combining disparate data sources for improved poverty prediction and mapping.csv (502.52 kB)
Combining Disparate Data Sources for Improved Poverty Prediction and Mapping - Environment Data
Environmental Data from the paper 'Combining Disparate Data Sources for Improved Poverty Prediction and Mapping' (Pokhriyal and Jacques, 2017, www.pnas.org/cgi/doi/10.1073/pnas.1700319114).
For data sources, see Table S1 in the supplementray information provided with the paper.
| LC11 | Post-flooding or irrigated croplands (or aquatic) |
| LC14 | Rainfed croplands |
| LC20 | Mosaic cropland (50-70%) / vegetation (grassland/shrubland/forest) (20-50%) |
| LC30 | Mosaic vegetation (grassland/shrubland/forest) (50-70%) / cropland (20-50%) |
| LC40 | Closed to open (>15%) broadleaved evergreen or semi-deciduous forest (>5m) |
| LC50 | Closed (>40%) broadleaved deciduous forest (>5m) |
| LC60 | Open (15-40%) broadleaved deciduous forest/woodland (>5m) |
| LC70 | Closed (>40%) needleleaved evergreen forest (>5m) |
| LC90 | Open (15-40%) needleleaved deciduous or evergreen forest (>5m) |
| LC100 | Closed to open (>15%) mixed broadleaved and needleleaved forest (>5m) |
| LC110 | Mosaic forest or shrubland (50-70%) / grassland (20-50%) |
| LC120 | Mosaic grassland (50-70%) / forest or shrubland (20-50%) |
| LC130 | Closed to open (>15%) (broadleaved or needleleaved, evergreen or deciduous) shrubland (<5m) |
| LC140 | Closed to open (>15%) herbaceous vegetation (grassland, savannas or lichens/mosses) |
| LC150 | Sparse (<15%) vegetation |
| LC160 | Closed to open (>15%) broadleaved forest regularly flooded (semi-permanently or temporarily) - Fresh or brackish water |
| LC170 | Closed (>40%) broadleaved forest or shrubland permanently flooded - Saline or brackish water |
| LC180 | Closed to open (>15%) grassland or woody vegetation on regularly flooded or waterlogged soil - Fresh, brackish or saline water |
| LC190 | Artificial surfaces and associated areas (Urban areas >50%) |
| LC200 | Bare areas |
| LC210 | Water bodies |
| LC220 | Permanent snow and ice |
| LC230 | No data (burnt areas, clouds,…) |
| Bio_10 | Mean Temperature of Warmest Quarter |
| Bio_11 | Mean Temperature of Coldest Quarter |
| Bio_12 | Annual Precipitation |
| Bio_13 | Precipitation of Wettest Month |
| Bio_14 | Precipitation of Driest Month |
| Bio_15 | Precipitation Seasonality (Coefficient of Variation) |
| Bio_16 | Precipitation of Wettest Quarter |
| Bio_17 | Precipitation of Driest Quarter |
| Bio_18 | Precipitation of Warmest Quarter |
| Bio_19 | Precipitation of Coldest Quarter |
| Bio_1 | Annual Mean Temperature |
| Bio_2 | Mean Diurnal Range (Mean of monthly (max temp - min temp)) |
| Bio_3 | Isothermality (BIO2/BIO7) (* 100) |
| Bio_5 | Max Temperature of Warmest Month |
| Bio_6 | Min Temperature of Coldest Month |
| Bio_7 | Temperature Annual Range (BIO5-BIO6) |
| Bio_8 | Mean Temperature of Wettest Quarter |
| Bio_9 | Mean Temperature of Driest Quarter |
