Description of environmental variables


Source

Description

ID

Units

Analyzed timeframe

Link

Data access

Latitude

Latitude

Latitude

degrees

NA

http://1001genomes.org/accessions.html

NA

Longitude

Longitude

Longitude

degrees

NA

http://1001genomes.org/accessions.html

NA

Measurements of Pollution In The Troposphere (MOPITT)

MOPITT Carbon monoxide spring

CO Spring

ppbv

2001-2010

https://neo.sci.gsfc.nasa.gov/view.php?datasetId=MOP_CO_M

15-Feb-17

Measurements of Pollution In The Troposphere (MOPITT)

MOPITT Carbon monoxide summer

CO Summer

ppbv

2001-2010

https://neo.sci.gsfc.nasa.gov/view.php?datasetId=MOP_CO_M

15-Feb-17

Ozone Monitoring Instrument (OMI)

OMI Nitrogen dioxide spring

NO2 Spring

billion molecules/mm2

2004-2010

https://neo.sci.gsfc.nasa.gov/view.php?datasetId=AURA_NO2_M

17-Feb-17

Ozone Monitoring Instrument (OMI)

OMI Nitrogen dioxide summer

NO2 Summer

billion molecules/mm2

2004-2010

https://neo.sci.gsfc.nasa.gov/view.php?datasetId=AURA_NO2_M

17-Feb-17

Ozone Monitoring Instrument (OMI)

OMI Ozone spring

O3 Spring

Dobson Units

2004-2010

https://neo.sci.gsfc.nasa.gov/view.php?datasetId=AURA_OZONE_M

15-Feb-17

Ozone Monitoring Instrument (OMI)

OMI Ozone summer

O3 Summer

Dobson Units

2004-2010

https://neo.sci.gsfc.nasa.gov/view.php?datasetId=AURA_OZONE_M

15-Feb-17

SiB3 Modeled Global 1-degree Hourly Biosphere-Atmosphere Carbon Flux

SIB3 carbon flux spring

SIB3 carbon flux spring

mol/m2/seg

1998-2006

https://webmap.ornl.gov/wcsdown/wcsdown.jsp?dg_id=909_132

21-Nov-16

SiB3 Modeled Global 1-degree Hourly Biosphere-Atmosphere Carbon Flux

SIB3 carbon flux summer

SIB3 carbon flux summer

mol/m2/seg

1998-2006

https://webmap.ornl.gov/wcsdown/wcsdown.jsp?dg_id=909_132

21-Nov-16

Ozone Monitoring Instrument (OMI)

OMI UV index spring

UV Spring

NASA Earth Observations

2004-2010

https://neo.sci.gsfc.nasa.gov/view.php?datasetId=AURA_UVI_CLIM_M

16-Feb-17

Ozone Monitoring Instrument (OMI)

OMI UV index summer

UV Summer

NASA Earth Observations

2004-2010

https://neo.sci.gsfc.nasa.gov/view.php?datasetId=AURA_UVI_CLIM_M

16-Feb-17

Clouds and Earth's Radiant Energy System (CERES)

CERES Solar insolation spring

Solar insolation spring

W/m2

2006-2010

https://neo.sci.gsfc.nasa.gov/view.php?datasetId=CERES_INSOL_M

18-Feb-17

Clouds and Earth's Radiant Energy System (CERES)

CERES Solar insolation summer

Solar insolation summer

W/m2

2006-2010

https://neo.sci.gsfc.nasa.gov/view.php?datasetId=CERES_INSOL_M

18-Feb-17

FLASHFlux

FLASHFlux Net radiation spring

Net radiation spring

W/m2

2006-2011

https://neo.sci.gsfc.nasa.gov/view.php?datasetId=CERES_NETFLUX_M

15-Feb-17

FLASHFlux

FLASHFlux Net radiation summer

Net radiation summer

W/m2

2006-2011

https://neo.sci.gsfc.nasa.gov/view.php?datasetId=CERES_NETFLUX_M

15-Feb-17

Gravity Recovery and Climate Experiment (GRACE)

GRACE Water equivalent anomaly spring

Water eq. anomaly Spring

cm

2002-2010

https://neo.sci.gsfc.nasa.gov/view.php?datasetId=GRACE_LWE_M

21-Nov-16

Gravity Recovery and Climate Experiment (GRACE)

GRACE Water equivalent anomaly summer

Water eq. anomaly Summer

cm

2002-2010

https://neo.sci.gsfc.nasa.gov/view.php?datasetId=GRACE_LWE_M

21-Nov-16

Tropical Rainfall Monitoring Mission (TRMM)

TRMM Rainfall spring

Rainfall spring

mm

2001-2010

https://neo.sci.gsfc.nasa.gov/view.php?datasetId=TRMM_3B43M

15-Feb-17

Tropical Rainfall Monitoring Mission (TRMM)

TRMM Rainfall summer

Rainfall summer

mm

2001-2010

https://neo.sci.gsfc.nasa.gov/view.php?datasetId=TRMM_3B43M

15-Feb-17

Moderate-resolution imaging spectroradiometer (MODIS): MOD05L2

MOD05L2 Total precipitable water (water vapor) spring

Precipitable water spring

cm

2002-2010

https://neo.sci.gsfc.nasa.gov/view.php?datasetId=MYDAL2_M_SKY_WV

15-Feb-17

Moderate-resolution imaging spectroradiometer (MODIS): MOD05L2

MOD05L2 Total precipitable water (water vapor) summer

Precipitable water summer

cm

2002-2010

https://neo.sci.gsfc.nasa.gov/view.php?datasetId=MYDAL2_M_SKY_WV

15-Feb-17

Moderate-resolution imaging spectroradiometer (MODIS): MOD11C3

MOD11C3 Average land surface day temperature spring

LTemp day spring

Celsius

2001-2010

https://neo.sci.gsfc.nasa.gov/view.php?datasetId=MOD_LSTD_CLIM_M

16-Feb-17

Moderate-resolution imaging spectroradiometer (MODIS): MOD11C3

MOD11C3 Average land surface day temperature summer

LTemp day summer

Celsius

2001-2010

https://neo.sci.gsfc.nasa.gov/view.php?datasetId=MOD_LSTD_CLIM_M

16-Feb-17

Moderate-resolution imaging spectroradiometer (MODIS): MOD11C3

MOD11C3 Average land surface night temperature spring

Ltemp  night spring

Celsius

2001-2010

https://neo.sci.gsfc.nasa.gov/view.php?datasetId=MOD_LSTN_CLIM_M

16-Feb-17

Moderate-resolution imaging spectroradiometer (MODIS): MOD11C3

MOD11C3 Average land Surface night temperature summer

LTemp night summer

Celsius

2001-2010

https://neo.sci.gsfc.nasa.gov/view.php?datasetId=MOD_LSTN_CLIM_M

16-Feb-17

Moderate-resolution imaging spectroradiometer (MODIS): MOD13Q1

MOD13Q1 Normalized difference vegetation index spring

NDVI Spring

Index

2001-2010

https://neo.sci.gsfc.nasa.gov/view.php?datasetId=MOD_NDVI_M

1-Feb-16

Moderate-resolution imaging spectroradiometer (MODIS): MOD13Q1

MOD13Q1 Normalized difference vegetation index summer

NDVI Summer

Index

2001-2010

https://neo.sci.gsfc.nasa.gov/view.php?datasetId=MOD_NDVI_M

1-Feb-16

Moderate-resolution imaging spectroradiometer (MODIS): MOD15A2

MOD16A2 Leaf area index during spring

LAI Spring

m2/m2

2001-2010

https://neo.sci.gsfc.nasa.gov/view.php?datasetId=MOD15A2_M_LAI

16-Feb-17

Moderate-resolution imaging spectroradiometer (MODIS): MOD15A2

MOD16A2 Leaf area index during summer

LAI Summer

m2/m2

2001-2010

https://neo.sci.gsfc.nasa.gov/view.php?datasetId=MOD15A2_M_LAI

16-Feb-17

Moderate-resolution imaging spectroradiometer (MODIS): MOD16A2

MOD16A2 Global potential evapotranspiration (PET)

PET

mm/yr

2000-2006

http://files.ntsg.umt.edu/data/NTSG_Products/MOD16/

1-Feb-16

Moderate-resolution imaging spectroradiometer (MODIS): MOD16A2

MOD16A2 Global evapotranspiration (ET)

ET

mm/yr

2000-2006

http://files.ntsg.umt.edu/data/NTSG_Products/MOD16/

1-Feb-16

Moderate-resolution imaging spectroradiometer (MODIS): MOD16A2

MOD16A2 Global latent heat flux (LE)

LE

W/m2

2000-2006

http://files.ntsg.umt.edu/data/NTSG_Products/MOD16/

1-Feb-16

Moderate-resolution imaging spectroradiometer (MODIS): MOD16A2

MOD16A2 Aridity index

Aridity index

Index

2001-2013

https://vdeblauwe.wordpress.com/download/

6-Apr-16

Moderate-resolution imaging spectroradiometer (MODIS): MOD16A2

MOD16A2 Climatic water deficity

Climatic water deficity

mm/yr

2001-2013

https://vdeblauwe.wordpress.com/download/

6-Mar-16

Moderate-resolution imaging spectroradiometer (MODIS): MOD16A2

MOD16A2 Number of dry months

Number of dry months

days

2001-2013

https://vdeblauwe.wordpress.com/download/

6-Mar-16

Moderate-resolution imaging spectroradiometer (MODIS): MOD17A2

MOD17A2 Gross primary productivity spring

GPP Spring

gC/m2/day

2001-2010

http://files.ntsg.umt.edu/data/NTSG_Products/MOD17/

12-Feb-16

Moderate-resolution imaging spectroradiometer (MODIS): MOD17A2

MOD17A2 Gross primary productivity summer

GPP Summer

gC/m2/day

2001-2010

http://files.ntsg.umt.edu/data/NTSG_Products/MOD17/

12-Feb-16

Moderate-resolution imaging spectroradiometer (MODIS): MOD17A2

MOD17A2 Net primary productivity spring

NPP Spring

gC/m2/day

2001-2010

https://neo.sci.gsfc.nasa.gov/view.php?datasetId=MOD17A2_M_PSN

16-Feb-17

Moderate-resolution imaging spectroradiometer (MODIS): MOD17A2

MOD17A2 Net primary productivity summer

NPP Summer

gC/m2/day

2001-2010

https://neo.sci.gsfc.nasa.gov/view.php?datasetId=MOD17A2_M_PSN

16-Feb-17

GTOPO30

GTOPO30 Topography

Topography

m

1999

https://webmap.ornl.gov/ogc/wcsdown.jsp?dg_id=10003_1

21-Nov-16

NASA Shuttle Radar Topographic Mission (SRTM)

SRTM 90m Digital Elevation Database v4.1

SRTM Elevation

m

2008

http://www.cgiar-csi.org/data/srtm-90m-digital-elevation-database-v4-1

2-Dec-16

AVHRR Vegetation Health Product (NOAA STAR)

AVHRR Smoothed Brightness Temperature summer

SMT Spring

Index

1981_2010

ftp://satepsanone.nesdis.noaa.gov/VHP/tiff/

21-Nov-16

AVHRR Vegetation Health Product (NOAA STAR)

AVHRR Smoothed Brightness Temperature spring

SMT Summer

Index

1981_2010

ftp://satepsanone.nesdis.noaa.gov/VHP/tiff/

21-Nov-16

AVHRR Vegetation Health Product (NOAA STAR)

AVHRR Smoothed NDVI spring

SMN Spring

Index

1981_2010

ftp://satepsanone.nesdis.noaa.gov/VHP/tiff/

21-Nov-16

AVHRR Vegetation Health Product (NOAA STAR)

AVHRR Smoothed NDVI summer

SMN Summer

Index

1981_2010

ftp://satepsanone.nesdis.noaa.gov/VHP/tiff/

21-Nov-16

AVHRR Vegetation Health Product (NOAA STAR)

AVHRR Temperature Condition Index spring

TCI Spring

Index

1981_2010

ftp://satepsanone.nesdis.noaa.gov/VHP/tiff/

21-Nov-16

AVHRR Vegetation Health Product (NOAA STAR)

AVHRR Temperature Condition Index summer

TCI Summer

Index

1981_2010

ftp://satepsanone.nesdis.noaa.gov/VHP/tiff/

21-Nov-16

AVHRR Vegetation Health Product (NOAA STAR)

AVHRR Vegetation Condition Index spring

VCI Spring

Index

1981_2010

ftp://satepsanone.nesdis.noaa.gov/VHP/tiff/

21-Nov-16

AVHRR Vegetation Health Product (NOAA STAR)

AVHRR Vegetation Condition Index summer

VCI Summer

Index

1981_2010

ftp://satepsanone.nesdis.noaa.gov/VHP/tiff/

21-Nov-16

AVHRR Vegetation Health Product (NOAA STAR)

AVHRR Vegetation Health Index spring

VHI Spring

Index

1981_2010

ftp://satepsanone.nesdis.noaa.gov/VHP/tiff/

21-Nov-16

AVHRR Vegetation Health Product (NOAA STAR)

AVHRR Vegetation Health Index summer

VHI Summer

Index

1981_2010

ftp://satepsanone.nesdis.noaa.gov/VHP/tiff/

21-Nov-16

The International Satellite Land Surface Climatology Project (ISLSCP II)

ISLSCP II CO2 EMISSIONS

CO2 Emissions

C/cm2/sec

1986-1995

https://webmap.ornl.gov/ogc/wcsdown.jsp?dg_id=1021_11

21-Nov-16

WORLD BANK Global Solar Atlas

WORLD BANK Photovoltaic power potential

WB PVOUT

kWh/kWp

1994/1999/2007 (depending on the region) to 2015

http://globalsolaratlas.info/downloads/world

9-Jan-17

WORLD BANK Global Solar Atlas

WORLD BANK Global horizontal irradiation

WB GHI

kWh/m2

1994/1999/2007 (depending on the region) to 2015

http://globalsolaratlas.info/downloads/world

9-Jan-17

WORLD BANK Global Solar Atlas

WORLD BANK Diffuse horizontal irradiation

WB DIF

kWh/m2

1994/1999/2007 (depending on the region) to 2015

http://globalsolaratlas.info/downloads/world

9-Jan-17

WORLD BANK Global Solar Atlas

WORLD BANK Global irradiation for optimally tilted surface

WB GTI

kWh/m2

1994/1999/2007 (depending on the region) to 2015

http://globalsolaratlas.info/downloads/world

9-Jan-17

WORLD BANK Global Solar Atlas

WORLD BANK Optimum tilt to maximize yearly yield

WB OPTA

degrees

NA

http://globalsolaratlas.info/downloads/world

9-Jan-17

WORLD BANK Global Solar Atlas

WORLD BANK Direct normal irradiation

WB DNI

kWh/m2

1994/1999/2007 (depending on the region) to 2015

http://globalsolaratlas.info/downloads/world

9-Jan-17

WORLD BANK Global Solar Atlas

WORLD BANK Air temperature at 2 m above ground level

WB TEMP

Celsius

1994-2015

http://globalsolaratlas.info/downloads/world

9-Jan-17

WORLD BANK Global Solar Atlas

WORLD BANK Terrain elevation above sea level

WB ELE

meters

NA

http://globalsolaratlas.info/downloads/world

9-Jan-17

GPCC Global Precipitation Climatology Centre  Full Data Reanalysis Version 7

GPCC Precipitation spring

GPCC Spring

mm

1951-2000

ftp://ftp.dwd.de/pub/data/gpcc/html/fulldata_v7_doi_download.html

4-Feb-16

GPCC Global Precipitation Climatology Centre  Full Data Reanalysis Version 7

GPCC Precipitation summer

GPCC Summer

mm

1951-2000

ftp://ftp.dwd.de/pub/data/gpcc/html/fulldata_v7_doi_download.html

4-Feb-16

WorldClim Version2

WorldClim Minimum temperature spring

WC2 Tmin spring

Celsius

1970-2000

http://worldclim.org/version2

9-Aug-17

WorldClim Version2

WorldClim Minimum temperature summer

WC2 Tmin summer

Celsius

1970-2000

http://worldclim.org/version2

9-Aug-17

WorldClim Version2

WorldClim Maximum temperature spring

WC2 Tmax spring

Celsius

1970-2000

http://worldclim.org/version2

9-Aug-17

WorldClim Version2

WorldClim Maximum temperature summer

WC2 Tmax summer

Celsius

1970-2000

http://worldclim.org/version2

9-Aug-17

WorldClim Version2

WorldClim average temperature spring

WC2 Tmean spring

Celsius

1970-2000

http://worldclim.org/version2

9-Aug-17

WorldClim Version2

WorldClim average temperature summer

WC2 Tmean summer

Celsius

1970-2000

http://worldclim.org/version2

9-Aug-17

WorldClim Version2

WorldClim precipitation spring

WC2 Pre spring

mm

1970-2000

http://worldclim.org/version2

9-Aug-17

WorldClim Version2

WorldClim precipitation summer

WC2 Pre summer

mm

1970-2000

http://worldclim.org/version2

9-Aug-17

WorldClim Version2

WorldClim solar radiation spring

WC2 Solar rad. Spring

kJ m-2 day-1

1970-2000

http://worldclim.org/version2

9-Aug-17

WorldClim Version2

WorldClim solar radiation summer

WC2 Solar rad. Summer

kJ m-2 day-1

1970-2000

http://worldclim.org/version2

9-Aug-17

WorldClim Version2

WorldClim water Vapor Pressure Spring

WC2 Water vap. Spring

kPa

1970-2000

http://worldclim.org/version2

9-Aug-17

WorldClim Version2

WorldClim water Vapor Pressure Summer

WC2 Water vap. Summer

kPa

1970-2000

http://worldclim.org/version2

9-Aug-17

WorldClim Version2

WorldClim BIO1 = Annual mean temperature

WC2 BIO1

Celsius

1970-2000

http://worldclim.org/version2

9-Aug-17

WorldClim Version2

WorldClim BIO2 = Mean diurnal range

WC2 BIO2

Celsius

1970-2000

http://worldclim.org/version2

9-Aug-17

WorldClim Version2

WorldClim BIO3 = Isothermality

WC2 BIO3

Celsius

1970-2000

http://worldclim.org/version2

9-Aug-17

WorldClim Version2

WorldClim BIO4 = Temperature seasonality

WC2 BIO4

Celsius

1970-2000

http://worldclim.org/version2

9-Aug-17

WorldClim Version2

WorldClim BIO5 = Max temperature of warmest month

WC2 BIO5

Celsius

1970-2000

http://worldclim.org/version2

9-Aug-17

WorldClim Version2

WorldClim BIO6 = Min temperature of coldest month

WC2 BIO6

Celsius

1970-2000

http://worldclim.org/version2

9-Aug-17

WorldClim Version2

WorldClim BIO7 = Temperature annual range

WC2 BIO7

Celsius

1970-2000

http://worldclim.org/version2

9-Aug-17

WorldClim Version2

WorldClim BIO8 = Mean temperature of wettest quarter

WC2 BIO8

Celsius

1970-2000

http://worldclim.org/version2

9-Aug-17

WorldClim Version2

WorldClim BIO9 = Mean temperature of driest quarter

WC2 BIO9

Celsius

1970-2000

http://worldclim.org/version2

9-Aug-17

WorldClim Version2

WorldClim BIO10 = Mean temperature of warmest quarter

WC2 BIO10

Celsius

1970-2000

http://worldclim.org/version2

9-Aug-17

WorldClim Version2

WorldClim BIO11 = Mean temperature of coldest quarter

WC2 BIO11

Celsius

1970-2000

http://worldclim.org/version2

9-Aug-17

WorldClim Version2

WorldClim BIO12 = Annual precipitation

WC2 BIO12

mm

1970-2000

http://worldclim.org/version2

9-Aug-17

WorldClim Version2

WorldClim BIO13 = Precipitation of wettest month

WC2 BIO13

mm

1970-2000

http://worldclim.org/version2

9-Aug-17

WorldClim Version2

WorldClim BIO14 = Precipitation of driest month

WC2 BIO14

mm

1970-2000

http://worldclim.org/version2

9-Aug-17

WorldClim Version2

WorldClim BIO15 = Precipitation seasonality

WC2 BIO15

mm

1970-2000

http://worldclim.org/version2

9-Aug-17

WorldClim Version2

WorldClim BIO16 = Precipitation of wettest quarter

WC2 BIO16

mm

1970-2000

http://worldclim.org/version2

9-Aug-17

WorldClim Version2

WorldClim BIO17 = Precipitation of driest quarter

WC2 BIO17

mm

1970-2000

http://worldclim.org/version2

9-Aug-17

WorldClim Version2

WorldClim BIO18 = Precipitation of warmest quarter

WC2 BIO18

mm

1970-2000

http://worldclim.org/version2

9-Aug-17

WorldClim Version2

WorldClimBIO19 = Precipitation of coldest quarter

WC2 BIO19

mm

1970-2000

http://worldclim.org/version2

9-Aug-17

CHELSA (Climatologies at high resolution for the earth's land surface areas)

CHELSA Minimum temperature spring

CHELSA Tmin spring

Celsius

1979-2013

http://chelsa-climate.org/

9-Sep-16

CHELSA (Climatologies at high resolution for the earth's land surface areas)

CHELSA Minimum temperature summer

CHELSA Tmin summer

Celsius

1979-2013

http://chelsa-climate.org/

9-Sep-16

CHELSA (Climatologies at high resolution for the earth's land surface areas)

CHELSA Maximum temperature spring

CHELSA Tmax spring

Celsius

1979-2013

http://chelsa-climate.org/

9-Sep-16

CHELSA (Climatologies at high resolution for the earth's land surface areas)

CHELSA Maximum temperature summer

CHELSA Tmax summer

Celsius

1979-2013

http://chelsa-climate.org/

9-Sep-16

CHELSA (Climatologies at high resolution for the earth's land surface areas)

CHELSA Average temperature spring

CHELSA Tmean spring

Celsius

1979-2013

http://chelsa-climate.org/

9-Sep-16

CHELSA (Climatologies at high resolution for the earth's land surface areas)

CHELSA Average temperature summer

CHELSA Tmean summer

Celsius

1979-2013

http://chelsa-climate.org/

9-Sep-16

CHELSA (Climatologies at high resolution for the earth's land surface areas)

CHELSA Interannual Temperature

CHELSA Interann. temp.

Celsius

1979-2013

http://chelsa-climate.org/

9-Sep-16

CHELSA (Climatologies at high resolution for the earth's land surface areas)

CHELSA Precipitation Spring

CHELSA Pre. spring

mm

1979-2013

http://chelsa-climate.org/

9-Sep-16

CHELSA (Climatologies at high resolution for the earth's land surface areas)

CHELSA Precipitation Summer

CHELSA Pre. summer

mm

1979-2013

http://chelsa-climate.org/

9-Sep-16

CHELSA (Climatologies at high resolution for the earth's land surface areas)

CHELSA Interannual precipitation

CHELSA Interann. pre.

mm

1979-2013

http://chelsa-climate.org/

9-Sep-16

CHELSA (Climatologies at high resolution for the earth's land surface areas)

CHELSA BIO1 = Annual mean temperature

CHELSA BIO1

Celsius

1979-2013

http://chelsa-climate.org/

9-Sep-16

CHELSA (Climatologies at high resolution for the earth's land surface areas)

CHELSA BIO2 = Mean diurnal range

CHELSA BIO2

Celsius

1979-2013

http://chelsa-climate.org/

9-Sep-16

CHELSA (Climatologies at high resolution for the earth's land surface areas)

CHELSA BIO3 = Isothermality

CHELSA BIO3

Celsius

1979-2013

http://chelsa-climate.org/

9-Sep-16

CHELSA (Climatologies at high resolution for the earth's land surface areas)

CHELSA BIO4 = Temperature seasonality

CHELSA BIO4

Celsius

1979-2013

http://chelsa-climate.org/

9-Sep-16

CHELSA (Climatologies at high resolution for the earth's land surface areas)

CHELSA BIO5 = Max temperature of warmest month

CHELSA BIO5

Celsius

1979-2013

http://chelsa-climate.org/

9-Sep-16

CHELSA (Climatologies at high resolution for the earth's land surface areas)

CHELSA BIO6 = Min temperature of coldest month

CHELSA BIO6

Celsius

1979-2013

http://chelsa-climate.org/

9-Sep-16

CHELSA (Climatologies at high resolution for the earth's land surface areas)

CHELSA BIO7 = Temperature annual range

CHELSA BIO7

Celsius

1979-2013

http://chelsa-climate.org/

9-Sep-16

CHELSA (Climatologies at high resolution for the earth's land surface areas)

CHELSA BIO8 = Mean temperature of wettest quarter

CHELSA BIO8

Celsius

1979-2013

http://chelsa-climate.org/

9-Sep-16

CHELSA (Climatologies at high resolution for the earth's land surface areas)

CHELSA BIO9 = Mean temperature of driest quarter

CHELSA BIO9

Celsius

1979-2013

http://chelsa-climate.org/

9-Sep-16

CHELSA (Climatologies at high resolution for the earth's land surface areas)

CHELSA BIO10 = Mean temperature of warmest quarter

CHELSA BIO10

Celsius

1979-2013

http://chelsa-climate.org/

9-Sep-16

CHELSA (Climatologies at high resolution for the earth's land surface areas)

CHELSA BIO11 = Mean temperature of coldest quarter

CHELSA BIO11

Celsius

1979-2013

http://chelsa-climate.org/

9-Sep-16

CHELSA (Climatologies at high resolution for the earth's land surface areas)

CHELSA BIO12 = Annual precipitation

CHELSA BIO12

mm

1979-2013

http://chelsa-climate.org/

9-Sep-16

CHELSA (Climatologies at high resolution for the earth's land surface areas)

CHELSA BIO13 = Precipitation of wettest month

CHELSA BIO13

mm

1979-2013

http://chelsa-climate.org/

9-Sep-16

CHELSA (Climatologies at high resolution for the earth's land surface areas)

CHELSA BIO14 = Precipitation of driest month

CHELSA BIO14

mm

1979-2013

http://chelsa-climate.org/

9-Sep-16

CHELSA (Climatologies at high resolution for the earth's land surface areas)

CHELSA BIO15 = Precipitation seasonality (coefficient of variation)

CHELSA BIO15

mm

1979-2013

http://chelsa-climate.org/

9-Sep-16

CHELSA (Climatologies at high resolution for the earth's land surface areas)

CHELSA BIO16 = Precipitation of wettest quarter

CHELSA BIO16

mm

1979-2013

http://chelsa-climate.org/

9-Sep-16

CHELSA (Climatologies at high resolution for the earth's land surface areas)

CHELSA BIO17 = Precipitation of driest quarter

CHELSA BIO17

mm

1979-2013

http://chelsa-climate.org/

9-Sep-16

CHELSA (Climatologies at high resolution for the earth's land surface areas)

CHELSA BIO18 = Precipitation of warmest quarter

CHELSA BIO18

mm

1979-2013

http://chelsa-climate.org/

9-Sep-16

CHELSA (Climatologies at high resolution for the earth's land surface areas)

CHELSA BIO19 = Precipitation of coldest quarter

CHELSA BIO19

mm

1979-2013

http://chelsa-climate.org/

9-Sep-16

Consortium for Spatial Information (CGIAR-CSI). CRU-TS v3.10.01 Historic Climate Database for GIS

CRU Cloud cover spring

CRU Cld spring

%

1901-2006

http://www.cgiar-csi.org/data/uea-cru-ts-v3-10-01-historic-climate-database

15-Mar-17

Consortium for Spatial Information (CGIAR-CSI). CRU-TS v3.10.01 Historic Climate Database for GIS

CRU Cloud cover summer

CRU Cld summer

%

1901-2006

http://www.cgiar-csi.org/data/uea-cru-ts-v3-10-01-historic-climate-database

15-Mar-17

Consortium for Spatial Information (CGIAR-CSI). CRU-TS v3.10.01 Historic Climate Database for GIS

CRU Diurnal temperature range spring

CRU Dtr spring

Celsius

1901-2006

http://www.cgiar-csi.org/data/uea-cru-ts-v3-10-01-historic-climate-database

15-Mar-17

Consortium for Spatial Information (CGIAR-CSI). CRU-TS v3.10.01 Historic Climate Database for GIS

CRU Diurnal temperature range summer

CRU Dtr summer

Celsius

1901-2007

http://www.cgiar-csi.org/data/uea-cru-ts-v3-10-01-historic-climate-database

15-Mar-17

Consortium for Spatial Information (CGIAR-CSI). CRU-TS v3.10.01 Historic Climate Database for GIS

CRU Frost day frequency spring

CRU Frs spring

days

1901-2008

http://www.cgiar-csi.org/data/uea-cru-ts-v3-10-01-historic-climate-database

15-Mar-17

Consortium for Spatial Information (CGIAR-CSI). CRU-TS v3.10.01 Historic Climate Database for GIS

CRU Frost day frequency summer

CRU Frs summer

days

1901-2009

http://www.cgiar-csi.org/data/uea-cru-ts-v3-10-01-historic-climate-database

15-Mar-17

Consortium for Spatial Information (CGIAR-CSI). CRU-TS v3.10.01 Historic Climate Database for GIS

CRU Precipitation spring

CRU Pre spring

mm

1901-2010

http://www.cgiar-csi.org/data/uea-cru-ts-v3-10-01-historic-climate-database

15-Mar-17

Consortium for Spatial Information (CGIAR-CSI). CRU-TS v3.10.01 Historic Climate Database for GIS

CRU Precipitation summer

CRU Pre summer

mm

1901-2011

http://www.cgiar-csi.org/data/uea-cru-ts-v3-10-01-historic-climate-database

15-Mar-17

Consortium for Spatial Information (CGIAR-CSI). CRU-TS v3.10.01 Historic Climate Database for GIS

CRU Daily mean temperature spring

CRU Tmp spring

Celsius

1901-2012

http://www.cgiar-csi.org/data/uea-cru-ts-v3-10-01-historic-climate-database

15-Mar-17

Consortium for Spatial Information (CGIAR-CSI). CRU-TS v3.10.01 Historic Climate Database for GIS

CRU Daily mean temperature summer

CRU Tmp summer

Celsius

1901-2013

http://www.cgiar-csi.org/data/uea-cru-ts-v3-10-01-historic-climate-database

15-Mar-17

Consortium for Spatial Information (CGIAR-CSI). CRU-TS v3.10.01 Historic Climate Database for GIS

CRU Monthly average daily minimum temperature spring

CRU Tmn spring

Celsius

1901-2014

http://www.cgiar-csi.org/data/uea-cru-ts-v3-10-01-historic-climate-database

15-Mar-17

Consortium for Spatial Information (CGIAR-CSI). CRU-TS v3.10.01 Historic Climate Database for GIS

CRU Monthly average daily minimum temperature summer

CRU Tmn summer

Celsius

1901-2015

http://www.cgiar-csi.org/data/uea-cru-ts-v3-10-01-historic-climate-database

15-Mar-17

Consortium for Spatial Information (CGIAR-CSI). CRU-TS v3.10.01 Historic Climate Database for GIS

CRU Monthly average daily maximum temperature spring

CRU Tmx spring

Celsius

1901-2016

http://www.cgiar-csi.org/data/uea-cru-ts-v3-10-01-historic-climate-database

15-Mar-17

Consortium for Spatial Information (CGIAR-CSI). CRU-TS v3.10.01 Historic Climate Database for GIS

CRU Monthly average daily maximum temperature summer

CRU Tmx summer

Celsius

1901-2017

http://www.cgiar-csi.org/data/uea-cru-ts-v3-10-01-historic-climate-database

15-Mar-17

Consortium for Spatial Information (CGIAR-CSI). CRU-TS v3.10.01 Historic Climate Database for GIS

CRU Vapour pressure spring

CRU Vap spring

hPa

1901-2018

http://www.cgiar-csi.org/data/uea-cru-ts-v3-10-01-historic-climate-database

15-Mar-17

Consortium for Spatial Information (CGIAR-CSI). CRU-TS v3.10.01 Historic Climate Database for GIS

CRU Vapour pressure summer

CRU Vap summer

hPa

1901-2019

http://www.cgiar-csi.org/data/uea-cru-ts-v3-10-01-historic-climate-database

15-Mar-17

Consortium for Spatial Information (CGIAR-CSI). CRU-TS v3.10.01 Historic Climate Database for GIS

CRU Wet day frequency spring

CRU Wet spring

days

1901-2020

http://www.cgiar-csi.org/data/uea-cru-ts-v3-10-01-historic-climate-database

15-Mar-17

Consortium for Spatial Information (CGIAR-CSI). CRU-TS v3.10.01 Historic Climate Database for GIS

CRU Wet day frequency summer

CRU Wet summer

days

1901-2021

http://www.cgiar-csi.org/data/uea-cru-ts-v3-10-01-historic-climate-database

15-Mar-17

Consortium for Spatial Information (CGIAR-CSI). CRU-TS v3.10.01 Historic Climate Database for GIS

CRU Potential evapotranspiration spring

CRU PET spring

mm

1901-2022

http://www.cgiar-csi.org/data/uea-cru-ts-v3-10-01-historic-climate-database

15-Mar-17

Consortium for Spatial Information (CGIAR-CSI). CRU-TS v3.10.01 Historic Climate Database for GIS

CRU Potential evapotranspiration summer

CRU PET summer

mm

1901-2023

http://www.cgiar-csi.org/data/uea-cru-ts-v3-10-01-historic-climate-database

15-Mar-17

ETOPO1

Bedrock topography

Bedrock Topography

meters

NA

https://www.ngdc.noaa.gov/mgg/global/

1-Dec-16

FAO World maps of climatological net primary production of biomass

FAO Sensitivity of NPP with respect to changes in annual mean Precipitation dNPP/dT

FAO dNPPdP

g/m2/mm

1976 - 2000

http://www.juergen-grieser.de/downloads/NetPrimaryProduction/npp.htm

11-Apr-17

FAO World maps of climatological net primary production of biomass

FAO Sensitivity of NPP with respect to changes in annual mean temperature dNPP/dT

FAOdNPPdT

g/m2/_C

1976 - 2000

http://www.juergen-grieser.de/downloads/NetPrimaryProduction/npp.htm

11-Apr-17

FAO World maps of climatological net primary production of biomass

FAO NPP based on CRU

FAO CRU NPP

g/m2

1976 - 2000

http://www.juergen-grieser.de/downloads/NetPrimaryProduction/npp.htm

11-Apr-17

FAO World maps of climatological net primary production of biomass

FAO NPP based on GPCP

FAO GPCC NPP

g/m2

1976 - 2000

http://www.juergen-grieser.de/downloads/NetPrimaryProduction/npp.htm

11-Apr-17

FAO World maps of climatological net primary production of biomass

FAO NPP based on GPCP VASClimO

FAO GPCC VASClimO NPP

g/m2

1976 - 2000

http://www.juergen-grieser.de/downloads/NetPrimaryProduction/npp.htm

11-Apr-17

FAO Koeppen Climatology

FAO GPCC VASClimO Precipitation

FAO GPCC VASClimO Precipitation

mm

1976 - 2000

http://www.juergen-grieser.de/downloads/Koeppen-Climatology/CommonData/CommonData.htm

11-Apr-17

FAO Koeppen Climatology

FAO CRU Precipitation

FAO CRU Precipitation

mm

1976 - 2000

http://www.juergen-grieser.de/downloads/Koeppen-Climatology/CommonData/CommonData.htm

11-Apr-17

FAO Koeppen Climatology

FAO CRU Temperature

FAO CRU Temperature

Celsius

1976 - 2000

http://www.juergen-grieser.de/downloads/Koeppen-Climatology/CommonData/CommonData.htm

11-Apr-17

FAO Koeppen Climatology

FAO GPCC Fulldata Precipitation

FAO GPCC Fulldata Precipitation

mm

1976 - 2000

http://www.juergen-grieser.de/downloads/Koeppen-Climatology/CommonData/CommonData.htm

11-Apr-17

FAO Koeppen Climatology

FAO Aridity index of De Martonne CRU

FAO Aridity index De Martonne CRU

Index

1976 - 2000

http://www.juergen-grieser.de/downloads/Koeppen-Climatology/CommonData/CommonData.htm

11-Apr-17

FAO Koeppen Climatology

FAO Aridity index of De Martonne GPCC Fulldata

FAO Aridity index De Martonne GPCC Fulldata

Index

1976 - 2000

http://www.juergen-grieser.de/downloads/Koeppen-Climatology/CommonData/CommonData.htm

11-Apr-17

FAO Koeppen Climatology

FAO Aridity index of De Martonne GPCC VASClimO

FAO Aridity index of De Martonne GPCC VASClimO

Index

1976 - 2000

http://www.juergen-grieser.de/downloads/Koeppen-Climatology/CommonData/CommonData.htm

11-Apr-17

FAO Harmonized World Soil Database v 1.2

HWSD Topsoil reference bulk density

HWSD Topsoil ref. bulk dens.

kg/dm3

2009

http://webarchive.iiasa.ac.at/Research/LUC/External-World-soil-database/HTML/

4-Feb-16

FAO Harmonized World Soil Database v 1.2

HWSD Topsoil clay fraction

HWSD Topsoil clay fraction

%

2009

http://webarchive.iiasa.ac.at/Research/LUC/External-World-soil-database/HTML/

4-Feb-16

FAO Harmonized World Soil Database v 1.2

HWSD Topsoil gravel content

HWSD Topsoil gravel content

%

2009

http://webarchive.iiasa.ac.at/Research/LUC/External-World-soil-database/HTML/

4-Feb-16

FAO Harmonized World Soil Database v 1.2

HWSD Topsoil silt fraction

HWSD Topsoil silt fraction

%

2009

http://webarchive.iiasa.ac.at/Research/LUC/External-World-soil-database/HTML/

4-Feb-16

FAO Harmonized World Soil Database v 1.2

HWSD Topsoil_sand_fraction

HWSD Topsoil sand fraction

%

2009

http://webarchive.iiasa.ac.at/Research/LUC/External-World-soil-database/HTML/

4-Feb-16

FAO Harmonized World Soil Database v 1.2

HWSD Topsoil organic carbon

HWSD Topsoil organic carbon

%

2009

http://webarchive.iiasa.ac.at/Research/LUC/External-World-soil-database/HTML/

4-Feb-16

FAO Harmonized World Soil Database v 1.2

HWSD Topsoil pH

HWSD Topsoil pH

#-log(H+)

2009

http://webarchive.iiasa.ac.at/Research/LUC/External-World-soil-database/HTML/

4-Feb-16

FAO Harmonized World Soil Database v 1.2

HWSD Subsoil reference bulk density

HWSD Subsoil ref bulk dens.

kg/dm3

2009

http://webarchive.iiasa.ac.at/Research/LUC/External-World-soil-database/HTML/

4-Feb-16

FAO Harmonized World Soil Database v 1.2

HWSD Subsoil clay fraction

HWSD Subsoil clay fraction

%

2009

http://webarchive.iiasa.ac.at/Research/LUC/External-World-soil-database/HTML/

4-Feb-16

FAO Harmonized World Soil Database v 1.2

HWSD Subsoil gravel content

HWSD Subsoil gravel content

%

2009

http://webarchive.iiasa.ac.at/Research/LUC/External-World-soil-database/HTML/

4-Feb-16

FAO Harmonized World Soil Database v 1.2

HWSD Subsoil silt fraction

HWSD Subsoil silt fraction

%

2009

http://webarchive.iiasa.ac.at/Research/LUC/External-World-soil-database/HTML/

4-Feb-16

FAO Harmonized World Soil Database v 1.2

HWSD Subsoil sand fraction

HWSD Subsoil sand fraction

%

2009

http://webarchive.iiasa.ac.at/Research/LUC/External-World-soil-database/HTML/

4-Feb-16

FAO Harmonized World Soil Database v 1.2

HWSD Subsoil organic carbon

HWSD Subsoil organic carbon

%

2009

http://webarchive.iiasa.ac.at/Research/LUC/External-World-soil-database/HTML/

4-Feb-16

FAO Harmonized World Soil Database v 1.2

HWSD Subsoil pH

HWSD Subsoil pH

#-log(H+)

2009

http://webarchive.iiasa.ac.at/Research/LUC/External-World-soil-database/HTML/

4-Feb-16

GLOBAL DATA SET OF DERIVED SOIL PROPERTIES (ISRIC WISE)

ISRIC WISE Soil carbonate carbon density

ISRIC-WISE Soil carbonate carbon dens.

kg C/m**2 for 0-100cm depth range

2000

https://webmap.ornl.gov/ogc/wcsdown.jsp?dg_id=546_2

21-Nov-16

GLOBAL DATA SET OF DERIVED SOIL PROPERTIES (ISRIC WISE)

ISRIC WISE  Soil organic carbon density  (0-30 cm depth range)

ISRIC-WISE Soil org. carbon dens.

kg C/m**2 for 0-100cm depth range

2000

https://webmap.ornl.gov/ogc/wcsdown.jsp?dg_id=546_6

21-Nov-16

GLOBAL DATA SET OF DERIVED SOIL PROPERTIES (ISRIC WISE)

ISRIC WISE  Soil pH (0-30 cm depth range)

ISRIC-WISE Soil pH

0-30 cm depth range

2000

https://webmap.ornl.gov/ogc/wcsdown.jsp?dg_id=546_3

21-Nov-16

GLOBAL DATA SET OF DERIVED SOIL PROPERTIES (ISRIC WISE)

ISRIC WISE  Total available water capacity

ISRIC-WISE Total avail.water cap.

mm water per 1 m soil depth

2000

https://webmap.ornl.gov/ogc/wcsdown.jsp?dg_id=546_1

21-Nov-16

ISRIC Soilgrids

SoilGrids absolute depth to bedrock

SoilGrids BDRICM

cm

2012_2016

ftp://ftp.soilgrids.org/data/recent/

14-Jul-17

ISRIC Soilgrids

SoilGrids bulk density

SoilGrids BLDFIE

kg/m3

2012_2016

ftp://ftp.soilgrids.org/data/recent/

14-Jul-17

ISRIC Soilgrids

SoilGrids cation exchange capacity of soil

SoilGrids CECSOL

meq/100 g

2012_2016

ftp://ftp.soilgrids.org/data/recent/

14-Jul-17

ISRIC Soilgrids

SoilGrids clay content

SoilGrids CLYPPT

%

2012_2016

ftp://ftp.soilgrids.org/data/recent/

14-Jul-17

ISRIC Soilgrids

SoilGrids course fragments volumetric

SoilGrids CRFVOL

%

2012_2016

ftp://ftp.soilgrids.org/data/recent/

14-Jul-17

ISRIC Soilgrids

SoilGrids soil organic carbon stock per ha

SoilGrids OCSTHA

kg/m3

2012_2016

ftp://ftp.soilgrids.org/data/recent/

14-Jul-17

ISRIC Soilgrids

SoilGrids soil organic carbon content

SoilGrids ORCDRC

'

2012_2016

ftp://ftp.soilgrids.org/data/recent/

14-Jul-17

ISRIC Soilgrids

SoilGrids soil pH H2O

SoilGrids PHIHOX

#-log(H+)

2012_2016

ftp://ftp.soilgrids.org/data/recent/

14-Jul-17

ISRIC Soilgrids

SoilGrids soil pH KCL

SoilGrids PHIKCL

#-log(H+)

2012_2016

ftp://ftp.soilgrids.org/data/recent/

14-Jul-17

ISRIC Soilgrids

SoilGrids silt content

SoilGrids SLTPPT

%

2012_2016

ftp://ftp.soilgrids.org/data/recent/

14-Jul-17

ISRIC Soilgrids

SoilGrids sand content

SoilGrids SNDPPT

%

2012_2016

ftp://ftp.soilgrids.org/data/recent/

14-Jul-17

FAO Global Agro-ecological Zones Assessment for Agriculture (GAEZ 2008)

FAO GAEZ Nutrient availability

GAEZ Nutrient availability

Limitation scale

2008

http://www.fao.org/soils-portal/soil-survey/soil-maps-and-databases/harmonized-world-soil-database-v12/en/

25-Jul-17

FAO Global Agro-ecological Zones Assessment for Agriculture (GAEZ 2008)

FAO GAEZ Nutrient retention capacity

GAEZ Nutrient retention capacity

Limitation scale

2008

http://www.fao.org/soils-portal/soil-survey/soil-maps-and-databases/harmonized-world-soil-database-v12/en/

25-Jul-17

FAO Global Agro-ecological Zones Assessment for Agriculture (GAEZ 2008)

FAO GAEZ  Rooting conditions

GAEZ Rooting conditions

Limitation scale

2008

http://www.fao.org/soils-portal/soil-survey/soil-maps-and-databases/harmonized-world-soil-database-v12/en/

25-Jul-17

FAO Global Agro-ecological Zones Assessment for Agriculture (GAEZ 2008)

FAO GAEZ Oxygen availability to roots

GAEZ Oxygen availability to roots

Limitation scale

2008

http://www.fao.org/soils-portal/soil-survey/soil-maps-and-databases/harmonized-world-soil-database-v12/en/

25-Jul-17

FAO Global Agro-ecological Zones Assessment for Agriculture (GAEZ 2008)

FAO GAEZ Excess salts

GAEZ Excess salts

Limitation scale

2008

http://www.fao.org/soils-portal/soil-survey/soil-maps-and-databases/harmonized-world-soil-database-v12/en/

25-Jul-17

FAO Global Agro-ecological Zones Assessment for Agriculture (GAEZ 2008)

FAO GAEZ Toxicity

GAEZ Toxicity

Limitation scale

2008

http://www.fao.org/soils-portal/soil-survey/soil-maps-and-databases/harmonized-world-soil-database-v12/en/

25-Jul-17

Global Distribution of Plant-Extractable Water Capacity of Soil

Global Distribution of Plant-Extractable Water Capacity of Soil

Plant-Extractable Water Capacity of Soil

cm water per cm soil

1996

https://webmap.ornl.gov/ogc/wcsdown.jsp?dg_id=545_1

21-Nov-16

IGBP-DIS

IGBP-DIS Soil pH

IGBP-DIS Soil pH

#-log(H+)

1998

https://nelson.wisc.edu/sage/data-and-models/atlas/maps.php?datasetid=20&includerelatedlinks=1&dataset=20

21-Nov-16

Suitability for Agriculture

Suitability for Agriculture

Suitability for Agriculture

Index

2001

https://nelson.wisc.edu/sage/data-and-models/atlas/data.php?incdataset=Suitability%20for%20Agriculture

25-Jul-17

CRU growing degree days

CRU Growing degree-days above 5''C

Growing degree-days

days

1961-1990

https://nelson.wisc.edu/sage/data-and-models/atlas/data.php?incdataset=Growing%20Degree%20Days

25-Jul-17

A Global Self-consistent

Hierarchical

High-resolution Geography Database (GSHHG) Version 2.3.7

GSHHG distance to the coast

Distance to the coast

Km

1996