deforestation: 2000-2010 deforestation rates for the northeastern ecuadorian...
In FSantosCodes/GWRFC: Geographycally Weighted Random Forest Classification (GWRFC)
deforestation R Documentation
2000-2010 deforestation rates for the northeastern ecuadorian Amazon.
Description
This dataset contains the annual deforestation rate acoording FAO (FAO, 2003) from 2000-2010 for 2418 grid cells (each one of 400 ha.). Additionally, 35 variables from landscape, commodities, socioeconomic and sociocultural features are included. Sources are: Instituto Nacional de Estadisticas y Censos (INEC 2001, 2010), Sistema Nacional de Informacion (SNI, 2017), Sistema Nacional de Informacion y Gestion de Tierras Rurales e Infraestructura Tecnologica (SIGTIERRAS, 2015), National Oceanic and Atmospheric Administration (NOAA, 2019) and deforestation maps from Santos et al. 2018.
Usage
deforestation
Format
A SpatialPolygonsDataFrame with 2418 rows and 37 variables:
- ID_grid
an unique numeric identifier for each grid cell
- fao
annual deforestation rate (2000-2010, classified as quantiles)
- A_cao
Accessibility to coffee and cacao collection centers (minutes ~ scaled 0-1)
- A_fru
Accessibility to fruits collection centers (minutes ~ scaled 0-1)
- A_mlk
Accessibility to milk collection centers (minutes ~ scaled 0-1)
- A_plm
Accessibility to palm oil extraction facilities (minutes ~ scaled 0-1)
- I_min
Distance to mining blocks assigned between 2000 and 2010 (meters)
- I_ngt
Stable nightlights trend 2000-2010 (slope)
- I_oil
Distance to oil wells perforated between 2000 and 2010 (meters)
- B_alt
Altitude (meters above sea level)
- B_rfl
Annual rainfall (mm)
- B_fer
Soil fertility (percentage organic matter)
- C_bsl
Bare soil (percentage frequency)
- C_fra
Fractal dimension index (unitless)
- C_pas
Pasture (percentage frequency)
- C_sze
Mean patch size (ha)
- D_adt
Adult population (26-45 yrs)
- D_old
Older adult population (45-72 yrs)
- D_ygr
Young population (15-25 yrs)
- E_hgr
Higher education (>13 yrs)
- E_ilt
Illiterate
- E_pri
Primary education (1-6 yrs)
- E_sec
Secondary education (7-12 yrs)
- G_chf
Chief female household
- G_chm
Chief male household
- G_pof
Female population
- G_pom
Male population
- H_lar
Large families (>5 children)
- H_med
Medium families (3-5 children)
- H_sma
Small families (1-2 children)
- L_kcw
Speak Kichwa
- L_oth
Speak other languages
- L_spa
Speak Spanish
- L_wao
Speak Huao Tededo
- W_agr
Agricultural workers
- W_ind
Industrial workers
- W_ser
Service workers
...
Source
FSantosCodes/GWRFC documentation built on Sept. 24, 2023, 6:07 a.m.
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| deforestation | R Documentation |
2000-2010 deforestation rates for the northeastern ecuadorian Amazon.
Description
This dataset contains the annual deforestation rate acoording FAO (FAO, 2003) from 2000-2010 for 2418 grid cells (each one of 400 ha.). Additionally, 35 variables from landscape, commodities, socioeconomic and sociocultural features are included. Sources are: Instituto Nacional de Estadisticas y Censos (INEC 2001, 2010), Sistema Nacional de Informacion (SNI, 2017), Sistema Nacional de Informacion y Gestion de Tierras Rurales e Infraestructura Tecnologica (SIGTIERRAS, 2015), National Oceanic and Atmospheric Administration (NOAA, 2019) and deforestation maps from Santos et al. 2018.
Usage
deforestation
Format
A SpatialPolygonsDataFrame with 2418 rows and 37 variables:
- ID_grid
an unique numeric identifier for each grid cell
- fao
annual deforestation rate (2000-2010, classified as quantiles)
- A_cao
Accessibility to coffee and cacao collection centers (minutes ~ scaled 0-1)
- A_fru
Accessibility to fruits collection centers (minutes ~ scaled 0-1)
- A_mlk
Accessibility to milk collection centers (minutes ~ scaled 0-1)
- A_plm
Accessibility to palm oil extraction facilities (minutes ~ scaled 0-1)
- I_min
Distance to mining blocks assigned between 2000 and 2010 (meters)
- I_ngt
Stable nightlights trend 2000-2010 (slope)
- I_oil
Distance to oil wells perforated between 2000 and 2010 (meters)
- B_alt
Altitude (meters above sea level)
- B_rfl
Annual rainfall (mm)
- B_fer
Soil fertility (percentage organic matter)
- C_bsl
Bare soil (percentage frequency)
- C_fra
Fractal dimension index (unitless)
- C_pas
Pasture (percentage frequency)
- C_sze
Mean patch size (ha)
- D_adt
Adult population (26-45 yrs)
- D_old
Older adult population (45-72 yrs)
- D_ygr
Young population (15-25 yrs)
- E_hgr
Higher education (>13 yrs)
- E_ilt
Illiterate
- E_pri
Primary education (1-6 yrs)
- E_sec
Secondary education (7-12 yrs)
- G_chf
Chief female household
- G_chm
Chief male household
- G_pof
Female population
- G_pom
Male population
- H_lar
Large families (>5 children)
- H_med
Medium families (3-5 children)
- H_sma
Small families (1-2 children)
- L_kcw
Speak Kichwa
- L_oth
Speak other languages
- L_spa
Speak Spanish
- L_wao
Speak Huao Tededo
- W_agr
Agricultural workers
- W_ind
Industrial workers
- W_ser
Service workers
...
Source
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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