Table 1. Table of classification types and the covariates included.
Covariate | Classification | Temporal resolution | Contributing covariate types | Description | Reference |
---|---|---|---|---|---|
Monkey species (count) | Host population | Static | The number of monkey species | (41) | |
Logarithm of human population | Host population | Static | The logarithm of human population | (39) | |
Change in logarithm of human population | Static | The change in the logarithm of human population from 2003 to 2016 | |||
Enhanced Vegetation Index (EVI) (0–1) | Vegetation | Annual/monthly | A vegetation index designed to improve sensitivity in high biomass regions | (43) | |
EVI amplitude | Vegetation | Annual/monthly | The amplitude of the EVI | ||
Day temperature (°C) | Climate | Annual/monthly | The day temperature | (42) | |
Day temperature amplitude (°C) | Climate | Annual/monthly | The amplitude of the day temperature | ||
Rainfall | Climate | Annual/monthly | The rainfall | (44) | |
Rainfall amplitude | Climate | Annual/monthly | The amplitude of the rainfall | ||
Forest cover | Land-cover | Annual | MCD12Q1 –Value 1 | The proportion of the administrative unit covered by Evergreen Needleleaf forest | (43) |
Annual | MCD12Q1 –Value 2 | The proportion of the administrative unit covered by Evergreen Broadleaf forest | |||
Annual | MCD12Q1 –Value 3 | The proportion of the administrative unit covered by Deciduous Needleleaf forest | |||
Annual | MCD12Q1 –Value 4 | The proportion of the administrative unit covered by Deciduous Broadleaf forest | |||
Annual | MCD12Q1 –Value 5 | The proportion of the administrative unit covered by Mixed forest | |||
Savanna cover | Land-cover | Annual | MCD12Q1 –Value 8 | The proportion of the administrative unit covered by Woody savanna | |
Annual | MCD12Q1 –Value 9 | The proportion of the administrative unit covered by Savanna | |||
Cropland/natural vegetation mosaic cover | Land-cover | Annual | MCD12Q1 –Value 14 | The proportion of the administrative unit covered by cropland/natural vegetation mosaic | |
Urban cover | Land-cover | Annual | MCD12Q1 –Value 13 | The proportion of the administrative unit covered by urban areas | |
Cropland cover | Land-cover | Annual | MCD12Q1 –Value 12 | The proportion of the administrative unit covered by cropland | |
Forest cover temporal change | Land-cover change | Annual | Interannual model: The current year landcover–previous year landcover value Seasonal model: The final year (2016)–the first year (2003) landcover value |
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Savanna cover temporal change | Land-cover temporal change | Annual | |||
Natural vegetation/cropland mosaic cover temporal change | Land-cover temporal change | Annual | |||
Urban cover temporal change | Land-cover temporal change | Annual | |||
Cropland cover temporal change | Land-cover temporal change | Annual | |||
Vegetation heterogeneity | Vegetation heterogeneity | Annual/monthly | This is the standard deviation of the EVI at a 1x1km resolution within the administrative unit | ||
Vegetation heterogeneity temporal change | Vegetation heterogeneity temporal change | Annual/monthly | Interannual model: The current year landcover–previous year vegetation heterogeneity value Seasonal model: The final year (2016)–the first year (2003) vegetation heterogeneity |