Table 1. Explanatory factors used for the wetland conversion regression analysis.
Explanatory factor | Description | Unit | Source | |
---|---|---|---|---|
Biophysical factors | Temperature | Annual mean (mean of monthly mean). | °C | worldclim.org |
Precipitation | Annual mean (mean of monthly mean). | Mm | worldclim.org | |
Slope | Derived from Altitude 30 sec map. | degrees | worldclim.org | |
Organic content | Percentage of organic carbon. | % mass | FAO/IIASA/ISRIC/ISSCAS/JRC, [56] | |
Histosol | Percentage of histosols. | Ratio (0-1) | FAO/IIASA/ISRIC/ISSCAS/JRC, [56] | |
Wetland area | Percentage of wetlands within a 3x3 grid cell area. | Ratio (0-1) | Lehner and Döll, [27] | |
Socio-economic factors | Cropland cover | Average cropland cover within a 3x3 grid cell area. | Ratio (0-1) | Ramankutty et al., [57] |
Agricultural efficiency | Relative measure of land-use intensity. | Ratio (0-1) | Neumann et al., [23] | |
Built-up area | Global urban land for c. 2001-2002 based on (MODIS) 500-m satellite data. | % of grid cell. | Schneider et al., [58] | |
Population density | Average population density within a 3x3 grid cell area (year 2000). | Nr/km2 | CIESIN/CIAT, [59] | |
Distance to roads | Distance to nearest road | M | National Geospatial Intelligence Agency (NGA); VMAP0 | |
Market accessibility | Indicator for the accessibility to markets. | Ratio (0-1) | Verburg et al., [25] | |
Market influence | Indicator for market influence. | $/person | Verburg et al., [25] | |
Voice and accountability | Captures perceptions of the extent to which a country's citizens are able to participate in selecting their government, as well as freedom of expression, freedom of association, and a free media. | scaled (-2.5 - 2.5) | World Bank, [26] | |
Regulatory quality | Captures perceptions of the ability of the government to formulate and implement sound policies and regulations that permit and promote private sector development. | scaled (-2.5 - 2.5) | World Bank, [26] | |
Government effectiveness | Captures perceptions of the quality of public services, the quality of the civil service and the degree of its independence from political pressures, the quality of policy formulation and implementation, and the credibility of the government's commitment to such policies. | scaled (-2.5 - 2.5) | World Bank, [26] | |
Rule of Law | Captures perceptions of the extent to which agents have confidence in and abide by the rules of society, and in particular the quality of contract enforcement, property rights, the police, and the courts, as well as the likelihood of crime and violence. | scaled (-2.5 - 2.5) | World Bank, [26] |
All maps have global coverage and a resolution of 9.25 x 9.25 km in equal area Eckert IV projection (corresponding to 5 arcminutes at the equator).