Online-only Table 1 Overview of dynamic variables collected and compiled for the area in Madre de Dios (Peru), Acre (Brazil) and Pando (Bolivia), the MAP area.

From: A spatiotemporal natural-human database to evaluate road development impacts in an Amazon trinational frontier

Sub-system

Spatial resolution

File name (and abbreviation)

Dynamic variables (units)

Temporal resolution

Time period

HUMAN

Community

Enforcement (ENF)

Enforcement of tenure rules (0 to 1: with 0 = least, 1 = most)

Annual

1985–2010

Community

Families (FAM)

Number of families in a community

5-yearly

1987–2012

Community

Family density (FAMD)

Family density (families/km2)

5-yearly

1987–2012

Community

Paving (PAV)

Paving (0 to 1, with 0 = no paving, 1 = fully paved)

Annual

1986–2010

Community

PopulationCapital (PC)

Population in the state capital

Annual

1986–2010

Community

PopulationMarket (PNM)

Population in nearest market

Annual

1986–2010

Community

Tenure (TEN)

Percentage of deforestation allowed under tenure rules (0 to 1: e.g. 0.1 = maximum of 10% deforestation allowed)

Annual

1985–2010

Community

TraveltimeCapital (TTC)

Travel time to capital (minutes)

Annual

1985–2012

Community

TraveltimeMarket (TTM)

Travel time to nearest market (minutes)

Annual

1985–2012

Country

Electricity (ELNR)

Electricity from non-renewable sources (oil, gas and coal; % of total)

Annual

1980–2010

Country

Electricity (ELPC)

Power consumption (kWh per capita)

Annual

1980–2010

Country

Electricity (ELREN)

Electricity from renewable sources, excluding hydroelectric (% of total)

Annual

1980–2010

Country

GDP (GDP)

GDP, PPP (current international $) = GDP converted to international dollars using purchasing power parity rates

Annual

1980–2010

Country

GDP (GDPFOR)

Profit from forests (% of GDP)a

Annual

1980–2010

Country

GDP (GDPGAS)

Profit from natural gas (% of GDP)c

Annual

1980–2010

Country

GDP (GDPGROW)

GDP growth (annual %)

Annual

1980–2010

Country

GDP (GDPGROWCAP)

GDP growth per capita (annual %)b

Annual

1980–2010

Country

GDP (GDPINV)

Foreign direct investment, net inflows (% of GDP)

Annual

1980–2010

Country

GDP (GDPMIN)

Profit from minerals (% of GDP)d

Annual

1980–2010

Country

GDP (GDPNAT)

Total profit from natural resources (% of GDP)e

Annual

1980–2010

Country

GDP (GDPOIL)

Profit from crude oil (% of GDP)f

Annual

1980–2010

Country

Population (POPLIFE)

Life expectancy at birth, total (years)

Annual

1980–2010

NATURAL

Point

Hydro_stations (FLOW)

River flow at a number of stations

Monthly*

~1967–2013*

Point

Meteo_stations (PP)

Precipitation (mm) at a number of meteorological stations

Monthly*

~1985–2011*

Community

EVI (EVI)

Enhanced Vegetation Index (MODIS product)

Monthly

2000–2010

Community

EVI2 (EVI2)

Enhanced Vegetation Index 2 (VIPLab product)

Monthly

1982–2010

Community

Fire (FIR)

Fire occurrence (average over a community area per month)

Monthly

2000–2010

Community

ForestCover (FOR)

Forest area as percentage of community area

5-yearly

1986–2010

Community

InferredSpeciesRichness (SR)

Inferred species richness (alpha diversity)g

Annual

1984–2012

Community

MaxTemp (MAXT)

Maximum temperature (°C)

Monthly

1982–2010

Community

MeanTemp (MEANT)

Mean temperature (°C)

Monthly

1982–2010

Community

MinTemp (MINT)

Minimum temperature (°C)

Monthly

1982–2010

Community

NPP (NPP)

Net Primary Production (C/m2)

Monthly

2000–2010

Community

PET (PET)

Potential evapotranspiration (mm)

Monthly

1982–2010

Community

Precipitation (P)

Precipitation (mm)

Monthly

1982–2010

Community

SoilMoisture (SM)

Soil moisture (mm)

Monthly

1982–2010

Country

Land (LANDAG)

Agricultural land (% of land area)h

Annual

1980–2009

Country

Land (LANDAR)

Arable land (% of land area)i

Annual

1980–2009

Country

Land (LANDPROT)

Percentage Protected Areas (% of whole country)

Annual

1990–2010

Global

PDO_MEI_AMO (AMO)

Atlantic Multidecadal Oscillation (unsmoothed and smoothed)

Monthly

1987–2015 (unsmoothed) 1980–2012 (smoothed)

Global

PDO_MEI_AMO (MEI)

Multivariate ENSO Index

Monthly

1980–2015

Global

PDO_MEI_AMO (PDO)

Pacific Decadal Oscillation

Monthly

1980–2015

  1. aAlso called ‘forest rents’, defined as the roundwood harvest multiplied with the product of average prices and a region-specific rental rate.
  2. bGDP per capita based on purchasing power parity (PPP). PPP GDP is gross domestic product converted to international dollars using purchasing power parity rates. An international dollar has the same purchasing power over GDP as the U.S. dollar has in the United States. GDP at purchaser’s prices is the sum of gross value added by all resident producers in the economy plus any product taxes and minus any subsidies not included in the value of the products. It is calculated without making deductions for depreciation of fabricated assets or for depletion and degradation of natural resources. Data are in current international dollars.
  3. cAlso called ‘natural gas rents’: the difference between the value of natural gas production at world prices and total costs of production.
  4. dAlso called ‘mineral rents’: the difference between the value of production for a stock of minerals at world prices and their total costs of production. Tin, gold, lead, zinc, iron, copper, nickel, silver, bauxite and phosphate are included.
  5. eAlso referred to as ‘total natural resources rents’: the sum of oil rents, natural gas rents, coal rents, mineral rents and forest rents.
  6. f‘Oil rents’: the difference between the value of crude oil production at world prices and total cost of production.
  7. gAlpha diversity translated into species richness per community, inferred from Landsat data by Convertino et al.41,42.
  8. hAgricultural land refers to the share of land area that is arable, under permanent crops, and under permanent pastures. Land under permanent crops is land cultivated with crops that occupy the land for long periods and need not be replanted after each harvest, such as cocoa, coffee, and rubber. This category includes land under flowering shrubs, fruit trees, nut trees, and vines, but excludes land under trees grown for wood or timber. Permanent pasture is land used for five or more years for forage, including natural and cultivated crops.
  9. iArable land includes land defined by the FAO as land under temporary crops (double-cropped areas are counted once), temporary meadows for mowing or for pasture, land under market or kitchen gardens, and land temporarily fallow. Land abandoned as a result of shifting cultivation is excluded.
  10. *Varying start and end dates. Some time series have gaps, for flow 2 stations have been gap-filled (see ‘Methods’). Time series vary in length for each station.