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Lant, Christopher L; Stoebner, Timothy J; Schoof, Justin T; Crabb, Benjamin A (2016): Maps (pdf) and raster images (tif) of predicted rural land cover suitability under current (2010) conditions and future climate scenarios. PANGAEA, https://doi.org/10.1594/PANGAEA.859593, Supplement to: Lant, CL et al. (2016): The effect of climate change on rural land cover patterns in the central United States. Climatic Change, 138(3), 585-602, https://doi.org/10.1007/s10584-016-1738-6

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Abstract:
This study projects land cover probabilities under climate change for corn (maize), soybeans, spring and winter wheat, winter wheat-soybean double cropping, cotton, grassland and forest across 16 central U.S. states at a high spatial resolution, while also taking into account the influence of soil characteristics and topography. The scenarios span three oceanic-atmospheric global circulation models, three Representative Concentration Pathways, and three time periods (2040, 2070, 2100). As climate change intensifies, the suitable area for all six crops display large northward shifts. Total suitable area for spring wheat, followed by corn and soybeans, diminish. Suitable area for winter wheat and for winter wheat-soybean double-cropping expand northward, while cotton suitability migrates to new, more northerly, locations. Suitability for forest intensifies in the south while yielding to crops in the north; grassland intensifies in the western Great Plains as crop suitability diminishes. To maintain current broad geographic patterns of land use, large changes in the thermal response of crops such as corn would be required. A transition from corn-soybean to winter wheat-soybean doubling cropping is an alternative adaptation.
Coverage:
Median Latitude: 37.058405 * Median Longitude: -92.734125 * South-bound Latitude: 24.752960 * West-bound Longitude: -109.183360 * North-bound Latitude: 49.363850 * East-bound Longitude: -76.284890
Date/Time Start: 2010-01-01T00:00:00 * Date/Time End: 2100-01-01T00:00:00
Event(s):
CUS * Latitude Start: 24.752960 * Longitude Start: -109.183360 * Latitude End: 49.363850 * Longitude End: -76.284890 * Location: Central United States * Method/Device: Model (Model)
Comment:
predictors: summer growing degree days, growing season water surplus, soil pH, soil available water capacity, percent slope
proj4string: +proj=aea +lat_1=29.5 +lat_2=45.5 +lat_0=23 +lon_0=-96 +x_0=0 +y_0=0 +ellps=GRS80 +towgs84=0,0,0,0,0,0,0 +units=m +no_defs
resolution: 1000 [m]
Parameter(s):
#NameShort NameUnitPrincipal InvestigatorMethod/DeviceComment
File nameFile nameLant, Christopher L
File sizeFile sizekByteLant, Christopher L
DATE/TIMEDate/TimeLant, Christopher LGeocode
TypeTypeLant, Christopher LGeneral Circulation Model (GCM)
--Lant, Christopher LRepresentative Concentration Pathway (RCP)
DescriptionDescriptionLant, Christopher L
Uniform resource locator/link to imageURL imageLant, Christopher L
Size:
1336 data points

Data

Download dataset as tab-delimited text — use the following character encoding:


File name

File size [kByte]

Date/Time

Type

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Description

URL image
corn_2010.tif18392010NAcorn suitability (0-100)corn_2010.tif
corn_IPSL_rcp26_2040.tif17782040IPSLCM5ALR2.6corn suitability (0-100)corn_IPSL_rcp26_2040.tif
corn_IPSL_rcp26_2070.tif18642070IPSLCM5ALR2.6corn suitability (0-100)corn_IPSL_rcp26_2070.tif
corn_IPSL_rcp26_2100.tif18552100IPSLCM5ALR2.6corn suitability (0-100)corn_IPSL_rcp26_2100.tif
corn_IPSL_rcp45_2040.tif17962040IPSLCM5ALR4.5corn suitability (0-100)corn_IPSL_rcp45_2040.tif
corn_IPSL_rcp45_2070.tif16982070IPSLCM5ALR4.5corn suitability (0-100)corn_IPSL_rcp45_2070.tif
corn_IPSL_rcp45_2100.tif15782100IPSLCM5ALR4.5corn suitability (0-100)corn_IPSL_rcp45_2100.tif
corn_IPSL_rcp85_2040.tif17982040IPSLCM5ALR8.5corn suitability (0-100)corn_IPSL_rcp85_2040.tif
corn_IPSL_rcp85_2070.tif15092070IPSLCM5ALR8.5corn suitability (0-100)corn_IPSL_rcp85_2070.tif
corn_IPSL_rcp85_2100.tif11412100IPSLCM5ALR8.5corn suitability (0-100)corn_IPSL_rcp85_2100.tif
corn_MRI_rcp26_2040.tif18972040MRICGCM32.6corn suitability (0-100)corn_MRI_rcp26_2040.tif
corn_MRI_rcp26_2070.tif19182070MRICGCM32.6corn suitability (0-100)corn_MRI_rcp26_2070.tif
corn_MRI_rcp26_2100.tif18842100MRICGCM32.6corn suitability (0-100)corn_MRI_rcp26_2100.tif
corn_MRI_rcp45_2040.tif18892040MRICGCM34.5corn suitability (0-100)corn_MRI_rcp45_2040.tif
corn_MRI_rcp45_2070.tif18422070MRICGCM34.5corn suitability (0-100)corn_MRI_rcp45_2070.tif
corn_MRI_rcp45_2100.tif18802100MRICGCM34.5corn suitability (0-100)corn_MRI_rcp45_2100.tif
corn_MRI_rcp85_2040.tif18942040MRICGCM38.5corn suitability (0-100)corn_MRI_rcp85_2040.tif
corn_MRI_rcp85_2070.tif16672070MRICGCM38.5corn suitability (0-100)corn_MRI_rcp85_2070.tif
corn_MRI_rcp85_2100.tif14432100MRICGCM38.5corn suitability (0-100)corn_MRI_rcp85_2100.tif
corn_NOR_rcp26_2040.tif18682040NORESM12.6corn suitability (0-100)corn_NOR_rcp26_2040.tif
corn_NOR_rcp26_2070.tif18642070NORESM12.6corn suitability (0-100)corn_NOR_rcp26_2070.tif
corn_NOR_rcp26_2100.tif18822100NORESM12.6corn suitability (0-100)corn_NOR_rcp26_2100.tif
corn_NOR_rcp45_2040.tif18442040NORESM14.5corn suitability (0-100)corn_NOR_rcp45_2040.tif
corn_NOR_rcp45_2070.tif17002070NORESM14.5corn suitability (0-100)corn_NOR_rcp45_2070.tif
corn_NOR_rcp45_2100.tif16862100NORESM14.5corn suitability (0-100)corn_NOR_rcp45_2100.tif
corn_NOR_rcp85_2040.tif18922040NORESM18.5corn suitability (0-100)corn_NOR_rcp85_2040.tif
corn_NOR_rcp85_2070.tif15882070NORESM18.5corn suitability (0-100)corn_NOR_rcp85_2070.tif
corn_NOR_rcp85_2100.tif11712100NORESM18.5corn suitability (0-100)corn_NOR_rcp85_2100.tif
cotton_2010.tif7462010NAcotton suitability (0-100)cotton_2010.tif
cotton_IPSL_rcp26_2040.tif10862040IPSLCM5ALR2.6cotton suitability (0-100)cotton_IPSL_rcp26_2040.tif
cotton_IPSL_rcp26_2070.tif10162070IPSLCM5ALR2.6cotton suitability (0-100)cotton_IPSL_rcp26_2070.tif
cotton_IPSL_rcp26_2100.tif9882100IPSLCM5ALR2.6cotton suitability (0-100)cotton_IPSL_rcp26_2100.tif
cotton_IPSL_rcp45_2040.tif9802040IPSLCM5ALR4.5cotton suitability (0-100)cotton_IPSL_rcp45_2040.tif
cotton_IPSL_rcp45_2070.tif9932070IPSLCM5ALR4.5cotton suitability (0-100)cotton_IPSL_rcp45_2070.tif
cotton_IPSL_rcp45_2100.tif10102100IPSLCM5ALR4.5cotton suitability (0-100)cotton_IPSL_rcp45_2100.tif
cotton_IPSL_rcp85_2040.tif10272040IPSLCM5ALR8.5cotton suitability (0-100)cotton_IPSL_rcp85_2040.tif
cotton_IPSL_rcp85_2070.tif10222070IPSLCM5ALR8.5cotton suitability (0-100)cotton_IPSL_rcp85_2070.tif
cotton_IPSL_rcp85_2100.tif10772100IPSLCM5ALR8.5cotton suitability (0-100)cotton_IPSL_rcp85_2100.tif
cotton_MRI_rcp26_2040.tif8622040MRICGCM32.6cotton suitability (0-100)cotton_MRI_rcp26_2040.tif
cotton_MRI_rcp26_2070.tif8952070MRICGCM32.6cotton suitability (0-100)cotton_MRI_rcp26_2070.tif
cotton_MRI_rcp26_2100.tif9572100MRICGCM32.6cotton suitability (0-100)cotton_MRI_rcp26_2100.tif
cotton_MRI_rcp45_2040.tif9932040MRICGCM34.5cotton suitability (0-100)cotton_MRI_rcp45_2040.tif
cotton_MRI_rcp45_2070.tif9282070MRICGCM34.5cotton suitability (0-100)cotton_MRI_rcp45_2070.tif
cotton_MRI_rcp45_2100.tif9732100MRICGCM34.5cotton suitability (0-100)cotton_MRI_rcp45_2100.tif
cotton_MRI_rcp85_2040.tif9532040MRICGCM38.5cotton suitability (0-100)cotton_MRI_rcp85_2040.tif
cotton_MRI_rcp85_2070.tif9812070MRICGCM38.5cotton suitability (0-100)cotton_MRI_rcp85_2070.tif
cotton_MRI_rcp85_2100.tif9582100MRICGCM38.5cotton suitability (0-100)cotton_MRI_rcp85_2100.tif
cotton_NOR_rcp26_2040.tif10292040NORESM12.6cotton suitability (0-100)cotton_NOR_rcp26_2040.tif
cotton_NOR_rcp26_2070.tif10142070NORESM12.6cotton suitability (0-100)cotton_NOR_rcp26_2070.tif
cotton_NOR_rcp26_2100.tif9712100NORESM12.6cotton suitability (0-100)cotton_NOR_rcp26_2100.tif
cotton_NOR_rcp45_2040.tif10632040NORESM14.5cotton suitability (0-100)cotton_NOR_rcp45_2040.tif
cotton_NOR_rcp45_2070.tif10062070NORESM14.5cotton suitability (0-100)cotton_NOR_rcp45_2070.tif
cotton_NOR_rcp45_2100.tif10762100NORESM14.5cotton suitability (0-100)cotton_NOR_rcp45_2100.tif
cotton_NOR_rcp85_2040.tif10622040NORESM18.5cotton suitability (0-100)cotton_NOR_rcp85_2040.tif
cotton_NOR_rcp85_2070.tif10722070NORESM18.5cotton suitability (0-100)cotton_NOR_rcp85_2070.tif
cotton_NOR_rcp85_2100.tif11522100NORESM18.5cotton suitability (0-100)cotton_NOR_rcp85_2100.tif
dbl_crop_2010.tif13462010NAcotton suitability (0-100)dbl_crop_2010.tif
dbl_crop_IPSL_rcp26_2040.tif16182040IPSLCM5ALR2.6soybean - winter wheat double crop suitability (0-100)dbl_crop_IPSL_rcp26_2040.tif
dbl_crop_IPSL_rcp26_2070.tif16842070IPSLCM5ALR2.6soybean - winter wheat double crop suitability (0-100)dbl_crop_IPSL_rcp26_2070.tif
dbl_crop_IPSL_rcp26_2100.tif16242100IPSLCM5ALR2.6soybean - winter wheat double crop suitability (0-100)dbl_crop_IPSL_rcp26_2100.tif
dbl_crop_IPSL_rcp45_2040.tif16772040IPSLCM5ALR4.5soybean - winter wheat double crop suitability (0-100)dbl_crop_IPSL_rcp45_2040.tif
dbl_crop_IPSL_rcp45_2070.tif17842070IPSLCM5ALR4.5soybean - winter wheat double crop suitability (0-100)dbl_crop_IPSL_rcp45_2070.tif
dbl_crop_IPSL_rcp45_2100.tif18202100IPSLCM5ALR4.5soybean - winter wheat double crop suitability (0-100)dbl_crop_IPSL_rcp45_2100.tif
dbl_crop_IPSL_rcp85_2040.tif17272040IPSLCM5ALR8.5soybean - winter wheat double crop suitability (0-100)dbl_crop_IPSL_rcp85_2040.tif
dbl_crop_IPSL_rcp85_2070.tif19102070IPSLCM5ALR8.5soybean - winter wheat double crop suitability (0-100)dbl_crop_IPSL_rcp85_2070.tif
dbl_crop_IPSL_rcp85_2100.tif17092100IPSLCM5ALR8.5soybean - winter wheat double crop suitability (0-100)dbl_crop_IPSL_rcp85_2100.tif
dbl_crop_MRI_rcp26_2040.tif14882040MRICGCM32.6soybean - winter wheat double crop suitability (0-100)dbl_crop_MRI_rcp26_2040.tif
dbl_crop_MRI_rcp26_2070.tif14992070MRICGCM32.6soybean - winter wheat double crop suitability (0-100)dbl_crop_MRI_rcp26_2070.tif
dbl_crop_MRI_rcp26_2100.tif15842100MRICGCM32.6soybean - winter wheat double crop suitability (0-100)dbl_crop_MRI_rcp26_2100.tif
dbl_crop_MRI_rcp45_2040.tif15872040MRICGCM34.5soybean - winter wheat double crop suitability (0-100)dbl_crop_MRI_rcp45_2040.tif
dbl_crop_MRI_rcp45_2070.tif15682070MRICGCM34.5soybean - winter wheat double crop suitability (0-100)dbl_crop_MRI_rcp45_2070.tif
dbl_crop_MRI_rcp45_2100.tif16652100MRICGCM34.5soybean - winter wheat double crop suitability (0-100)dbl_crop_MRI_rcp45_2100.tif
dbl_crop_MRI_rcp85_2040.tif16132040MRICGCM38.5soybean - winter wheat double crop suitability (0-100)dbl_crop_MRI_rcp85_2040.tif
dbl_crop_MRI_rcp85_2070.tif18452070MRICGCM38.5soybean - winter wheat double crop suitability (0-100)dbl_crop_MRI_rcp85_2070.tif
dbl_crop_MRI_rcp85_2100.tif18752100MRICGCM38.5soybean - winter wheat double crop suitability (0-100)dbl_crop_MRI_rcp85_2100.tif
dbl_crop_NOR_rcp26_2040.tif16462040NORESM12.6soybean - winter wheat double crop suitability (0-100)dbl_crop_NOR_rcp26_2040.tif
dbl_crop_NOR_rcp26_2070.tif16392070NORESM12.6soybean - winter wheat double crop suitability (0-100)dbl_crop_NOR_rcp26_2070.tif
dbl_crop_NOR_rcp26_2100.tif16462100NORESM12.6soybean - winter wheat double crop suitability (0-100)dbl_crop_NOR_rcp26_2100.tif
dbl_crop_NOR_rcp45_2040.tif16892040NORESM14.5soybean - winter wheat double crop suitability (0-100)dbl_crop_NOR_rcp45_2040.tif
dbl_crop_NOR_rcp45_2070.tif18212070NORESM14.5soybean - winter wheat double crop suitability (0-100)dbl_crop_NOR_rcp45_2070.tif
dbl_crop_NOR_rcp45_2100.tif18902100NORESM14.5soybean - winter wheat double crop suitability (0-100)dbl_crop_NOR_rcp45_2100.tif
dbl_crop_NOR_rcp85_2040.tif16682040NORESM18.5soybean - winter wheat double crop suitability (0-100)dbl_crop_NOR_rcp85_2040.tif
dbl_crop_NOR_rcp85_2070.tif19292070NORESM18.5soybean - winter wheat double crop suitability (0-100)dbl_crop_NOR_rcp85_2070.tif
dbl_crop_NOR_rcp85_2100.tif18012100NORESM18.5soybean - winter wheat double crop suitability (0-100)dbl_crop_NOR_rcp85_2100.tif
forest_2010.tif20472010NAforest suitability (0-100)forest_2010.tif
forest_IPSL_rcp26_2040.tif20112040IPSLCM5ALR2.6forest suitability (0-100)forest_IPSL_rcp26_2040.tif
forest_IPSL_rcp26_2070.tif20672070IPSLCM5ALR2.6forest suitability (0-100)forest_IPSL_rcp26_2070.tif
forest_IPSL_rcp26_2100.tif20662100IPSLCM5ALR2.6forest suitability (0-100)forest_IPSL_rcp26_2100.tif
forest_IPSL_rcp45_2040.tif20432040IPSLCM5ALR4.5forest suitability (0-100)forest_IPSL_rcp45_2040.tif
forest_IPSL_rcp45_2070.tif20242070IPSLCM5ALR4.5forest suitability (0-100)forest_IPSL_rcp45_2070.tif
forest_IPSL_rcp45_2100.tif20062100IPSLCM5ALR4.5forest suitability (0-100)forest_IPSL_rcp45_2100.tif
forest_IPSL_rcp85_2040.tif20412040IPSLCM5ALR8.5forest suitability (0-100)forest_IPSL_rcp85_2040.tif
forest_IPSL_rcp85_2070.tif20142070IPSLCM5ALR8.5forest suitability (0-100)forest_IPSL_rcp85_2070.tif
forest_IPSL_rcp85_2100.tif20142100IPSLCM5ALR8.5forest suitability (0-100)forest_IPSL_rcp85_2100.tif
forest_MRI_rcp26_2040.tif20502040MRICGCM32.6forest suitability (0-100)forest_MRI_rcp26_2040.tif
forest_MRI_rcp26_2070.tif20902070MRICGCM32.6forest suitability (0-100)forest_MRI_rcp26_2070.tif
forest_MRI_rcp26_2100.tif20692100MRICGCM32.6forest suitability (0-100)forest_MRI_rcp26_2100.tif
forest_MRI_rcp45_2040.tif20522040MRICGCM34.5forest suitability (0-100)forest_MRI_rcp45_2040.tif
forest_MRI_rcp45_2070.tif20602070MRICGCM34.5forest suitability (0-100)forest_MRI_rcp45_2070.tif
forest_MRI_rcp45_2100.tif20482100MRICGCM34.5forest suitability (0-100)forest_MRI_rcp45_2100.tif
forest_MRI_rcp85_2040.tif20642040MRICGCM38.5forest suitability (0-100)forest_MRI_rcp85_2040.tif
forest_MRI_rcp85_2070.tif20512070MRICGCM38.5forest suitability (0-100)forest_MRI_rcp85_2070.tif
forest_MRI_rcp85_2100.tif20422100MRICGCM38.5forest suitability (0-100)forest_MRI_rcp85_2100.tif
forest_NOR_rcp26_2040.tif20412040NORESM12.6forest suitability (0-100)forest_NOR_rcp26_2040.tif
forest_NOR_rcp26_2070.tif20392070NORESM12.6forest suitability (0-100)forest_NOR_rcp26_2070.tif
forest_NOR_rcp26_2100.tif20452100NORESM12.6forest suitability (0-100)forest_NOR_rcp26_2100.tif
forest_NOR_rcp45_2040.tif20332040NORESM14.5forest suitability (0-100)forest_NOR_rcp45_2040.tif
forest_NOR_rcp45_2070.tif20142070NORESM14.5forest suitability (0-100)forest_NOR_rcp45_2070.tif
forest_NOR_rcp45_2100.tif20152100NORESM14.5forest suitability (0-100)forest_NOR_rcp45_2100.tif
forest_NOR_rcp85_2040.tif20232040NORESM18.5forest suitability (0-100)forest_NOR_rcp85_2040.tif
forest_NOR_rcp85_2070.tif20072070NORESM18.5forest suitability (0-100)forest_NOR_rcp85_2070.tif
forest_NOR_rcp85_2100.tif19862100NORESM18.5forest suitability (0-100)forest_NOR_rcp85_2100.tif
grass_2010.tif18542010NAgrassland suitability (0-100)grass_2010.tif
grass_IPSL_rcp26_2040.tif18492040IPSLCM5ALR2.6grassland suitability (0-100)grass_IPSL_rcp26_2040.tif
grass_IPSL_rcp26_2070.tif18792070IPSLCM5ALR2.6grassland suitability (0-100)grass_IPSL_rcp26_2070.tif
grass_IPSL_rcp26_2100.tif18832100IPSLCM5ALR2.6grassland suitability (0-100)grass_IPSL_rcp26_2100.tif
grass_IPSL_rcp45_2040.tif18562040IPSLCM5ALR4.5grassland suitability (0-100)grass_IPSL_rcp45_2040.tif
grass_IPSL_rcp45_2070.tif18362070IPSLCM5ALR4.5grassland suitability (0-100)grass_IPSL_rcp45_2070.tif
grass_IPSL_rcp45_2100.tif18052100IPSLCM5ALR4.5grassland suitability (0-100)grass_IPSL_rcp45_2100.tif
grass_IPSL_rcp85_2040.tif18662040IPSLCM5ALR8.5grassland suitability (0-100)grass_IPSL_rcp85_2040.tif
grass_IPSL_rcp85_2070.tif17882070IPSLCM5ALR8.5grassland suitability (0-100)grass_IPSL_rcp85_2070.tif
grass_IPSL_rcp85_2100.tif16742100IPSLCM5ALR8.5grassland suitability (0-100)grass_IPSL_rcp85_2100.tif
grass_MRI_rcp26_2040.tif18762040MRICGCM32.6grassland suitability (0-100)grass_MRI_rcp26_2040.tif
grass_MRI_rcp26_2070.tif18902070MRICGCM32.6grassland suitability (0-100)grass_MRI_rcp26_2070.tif
grass_MRI_rcp26_2100.tif18782100MRICGCM32.6grassland suitability (0-100)grass_MRI_rcp26_2100.tif
grass_MRI_rcp45_2040.tif18652040MRICGCM34.5grassland suitability (0-100)grass_MRI_rcp45_2040.tif
grass_MRI_rcp45_2070.tif18852070MRICGCM34.5grassland suitability (0-100)grass_MRI_rcp45_2070.tif
grass_MRI_rcp45_2100.tif18602100MRICGCM34.5grassland suitability (0-100)grass_MRI_rcp45_2100.tif
grass_MRI_rcp85_2040.tif18772040MRICGCM38.5grassland suitability (0-100)grass_MRI_rcp85_2040.tif
grass_MRI_rcp85_2070.tif18412070MRICGCM38.5grassland suitability (0-100)grass_MRI_rcp85_2070.tif
grass_MRI_rcp85_2100.tif18202100MRICGCM38.5grassland suitability (0-100)grass_MRI_rcp85_2100.tif
grass_NOR_rcp26_2040.tif18662040NORESM12.6grassland suitability (0-100)grass_NOR_rcp26_2040.tif
grass_NOR_rcp26_2070.tif18682070NORESM12.6grassland suitability (0-100)grass_NOR_rcp26_2070.tif
grass_NOR_rcp26_2100.tif18662100NORESM12.6grassland suitability (0-100)grass_NOR_rcp26_2100.tif
grass_NOR_rcp45_2040.tif18622040NORESM14.5grassland suitability (0-100)grass_NOR_rcp45_2040.tif
grass_NOR_rcp45_2070.tif18192070NORESM14.5grassland suitability (0-100)grass_NOR_rcp45_2070.tif
grass_NOR_rcp45_2100.tif18272100NORESM14.5grassland suitability (0-100)grass_NOR_rcp45_2100.tif
grass_NOR_rcp85_2040.tif18552040NORESM18.5grassland suitability (0-100)grass_NOR_rcp85_2040.tif
grass_NOR_rcp85_2070.tif17882070NORESM18.5grassland suitability (0-100)grass_NOR_rcp85_2070.tif
grass_NOR_rcp85_2100.tif17122100NORESM18.5grassland suitability (0-100)grass_NOR_rcp85_2100.tif
soybean_2010.tif19342010NAsoybeans suitability (0-100)soybean_2010.tif
soybean_IPSL_rcp26_2040.tif18872040IPSLCM5ALR2.6soybeans suitability (0-100)soybean_IPSL_rcp26_2040.tif
soybean_IPSL_rcp26_2070.tif20342070IPSLCM5ALR2.6soybeans suitability (0-100)soybean_IPSL_rcp26_2070.tif
soybean_IPSL_rcp26_2100.tif20422100IPSLCM5ALR2.6soybeans suitability (0-100)soybean_IPSL_rcp26_2100.tif
soybean_IPSL_rcp45_2040.tif19472040IPSLCM5ALR4.5soybeans suitability (0-100)soybean_IPSL_rcp45_2040.tif
soybean_IPSL_rcp45_2070.tif18382070IPSLCM5ALR4.5soybeans suitability (0-100)soybean_IPSL_rcp45_2070.tif
soybean_IPSL_rcp45_2100.tif17172100IPSLCM5ALR4.5soybeans suitability (0-100)soybean_IPSL_rcp45_2100.tif
soybean_IPSL_rcp85_2040.tif19542040IPSLCM5ALR8.5soybeans suitability (0-100)soybean_IPSL_rcp85_2040.tif
soybean_IPSL_rcp85_2070.tif16852070IPSLCM5ALR8.5soybeans suitability (0-100)soybean_IPSL_rcp85_2070.tif
soybean_IPSL_rcp85_2100.tif13942100IPSLCM5ALR8.5soybeans suitability (0-100)soybean_IPSL_rcp85_2100.tif
soybean_MRI_rcp26_2040.tif20232040MRICGCM32.6soybeans suitability (0-100)soybean_MRI_rcp26_2040.tif
soybean_MRI_rcp26_2070.tif20642070MRICGCM32.6soybeans suitability (0-100)soybean_MRI_rcp26_2070.tif
soybean_MRI_rcp26_2100.tif20322100MRICGCM32.6soybeans suitability (0-100)soybean_MRI_rcp26_2100.tif
soybean_MRI_rcp45_2040.tif20122040MRICGCM34.5soybeans suitability (0-100)soybean_MRI_rcp45_2040.tif
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