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Part 1: Document Description
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Citation |
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Title: |
The impact of Climate change in cocoa production in Colombia, Ecuador and Peru |
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Identification Number: |
doi:10.7910/DVN/LXBZMU |
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Distributor: |
Harvard Dataverse |
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Date of Distribution: |
2022-11-15 |
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Version: |
1 |
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Bibliographic Citation: |
Castro, Fabio; Bunn, Christian, 2022, "The impact of Climate change in cocoa production in Colombia, Ecuador and Peru", https://doi.org/10.7910/DVN/LXBZMU, Harvard Dataverse, V1 |
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Citation |
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Title: |
The impact of Climate change in cocoa production in Colombia, Ecuador and Peru |
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Identification Number: |
doi:10.7910/DVN/LXBZMU |
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Authoring Entity: |
Castro, Fabio (International Center for Tropical Agriculture (CIAT)) |
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Bunn, Christian (International Center for Tropical Agriculture (CIAT)) |
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Producer: |
Bioversity International and the International Center for Tropical Agriculture |
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Distributor: |
Harvard Dataverse |
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Distributor: |
Bioversity International and the International Center for Tropical Agriculture |
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Access Authority: |
Alliance Data Management |
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Access Authority: |
Castro, Fabio |
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Access Authority: |
Bunn, Christian |
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Depositor: |
Castaño, Silvia-Elena |
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Date of Deposit: |
2022-11-08 |
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Date of Distribution: |
2022-11-01 |
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Holdings Information: |
https://doi.org/10.7910/DVN/LXBZMU |
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Study Scope |
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Keywords: |
Agricultural Sciences, Earth and Environmental Sciences, climate change, crop modelling, machine learning, geographical distribution, agricultural research, random forest, cacao, Latin America and the Caribbean, Multifunctional Landscapes, Climate Action |
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Topic Classification: |
climate change, cocoa, crop modelling, geographical distribution |
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Abstract: |
<P>These data contain spatial information on agroclimatic zones for cocoa farming in Colombia, Ecuador and Peru, as well as impact gradient layers that illustrate the effect that climate change might have on cocoa crops in the same three countries. <br> <br> View list and description of files:<br> 01 RF_current_col.tif Colombia suitability raster – baseline <br> 02 RF_2060s_col.tif Colombia suitability raster – 2040 - 2060 <br> 03 RF_2080s_col.tif Colombia suitability raster – 2060 - 2080 <br> 04 IG_2060s_col.tif Colombia impact gradient – baseline vs 2040 - 2060 <br> 05 IG_2080s_col.tif Colombia impact gradient - baseline vs 2060 - 2080 <br> 06 RF_current_ecu.tif Ecuador suitability raster – baseline <br> 07 RF_2060s_ecu.tif Ecuador suitability raster – 2040 - 2060 <br> 08 RF_2080s_ecu.tif Ecuador suitability raster – 2060 - 2080 <br> 09 IG_2060s_ecu.tif Ecuador impact gradient – baseline vs 2040 - 2060 <br> 10 IG_2080s_ecu.tif Ecuador impact gradient - baseline vs 2060 - 2080 <br> 11 RF_current_per.tif Peru suitability raster – baseline <br> 12 RF_2060s_per.tif Peru suitability raster – 2040 - 2060 <br> 13 RF_2080s_per.tif Peru suitability raster – 2060 - 2080 <br> 14 IG_2060s_per.tif Peru impact gradient – baseline vs 2040 - 2060 <br> 15 IG_2080s_per.tif Peru impact gradient - baseline vs 2060 - 2080<br> <br> Estos datos contienen información espacial de las zonas agroclimaticas para el cultivo de cacao en Colombia, Ecuador y Perú, así como también las capas de gradiente de impacto que ilustran el efecto que tendrá el cambio climático sobre el cultivo de cacao para los mismos tres países..</P> |
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Time Period: |
1970-01-2010-12 |
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Date of Collection: |
2020-01-2021-12 |
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Country: |
Colombia, Ecuador, Peru |
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Geographic Bounding Box: |
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Kind of Data: |
Geospatial Data |
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Kind of Data: |
Quantitative Data |
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Kind of Data: |
Geographic Data |
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Notes: |
Methodology: Random forest analysis. |
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Methodology and Processing |
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Sources Statement |
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Data Access |
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Other Study Description Materials |
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Label: |
01 RF_current_col.zip |
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Text: |
Colombia suitability raster – baseline. |
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Notes: |
application/zip |
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Label: |
02 RF_2060s_col.zip |
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Text: |
Colombia suitability raster – 2040 - 2060. |
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Notes: |
application/zip |
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Label: |
03 RF_2080s_col.zip |
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Text: |
Colombia suitability raster – 2060 - 2080. |
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Notes: |
application/zip |
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Label: |
04 IG_2060s_col.zip |
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Text: |
Colombia impact gradient – baseline vs 2040 - 2060. |
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Notes: |
application/zip |
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Label: |
05 IG_2080s_col.zip |
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Text: |
Colombia impact gradient - baseline vs 2060 - 2080. |
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Notes: |
application/zip |
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Label: |
06 RF_current_ecu.zip |
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Text: |
Ecuador suitability raster – baseline. |
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Notes: |
application/zip |
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Label: |
07 RF_2060s_ecu.zip |
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Text: |
Ecuador suitability raster – 2040 - 2060. |
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Notes: |
application/zip |
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Label: |
08 RF_2080s_ecu.zip |
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Text: |
Ecuador suitability raster – 2060 - 2080. |
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Notes: |
application/zip |
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Label: |
09 IG_2060s_ecu.zip |
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Text: |
Ecuador impact gradient – baseline vs 2040 - 2060. |
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Notes: |
application/zip |
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Label: |
10 IG_2080s_ecu.zip |
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Text: |
Ecuador impact gradient - baseline vs 2060 - 2080. |
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Notes: |
application/zip |
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Label: |
11 RF_current_per.zip |
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Text: |
Peru suitability raster – baseline. |
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Notes: |
application/zip |
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Label: |
12 RF_2060s_per.zip |
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Text: |
Peru suitability raster – 2040 - 2060. |
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Notes: |
application/zip |
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Label: |
13 RF_2080s_per.zip |
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Text: |
Peru suitability raster – 2060 - 2080. |
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Notes: |
application/zip |
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Label: |
14 IG_2060s_per.zip |
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Text: |
Peru impact gradient – baseline vs 2040 - 2060. |
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Notes: |
application/zip |
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Label: |
15 IG_2080s_per.zip |
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Text: |
Peru impact gradient - baseline vs 2060 - 2080. |
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Notes: |
application/zip |