CCAFS-CMIP5 Delta Method Downscaling for monthly averages and bioclimatic indices of four RCPs
We developed a global dataset of downscaled future projections developed by applying a statistical method for climate model downscaling and bias correction. To develop the dataset, we applied the delta method, which comprises the sum of interpolated anomalies of each GCM to the WorldClim 1-km spatia...
| Autores principales: | , , , , |
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| Formato: | Conjunto de datos |
| Lenguaje: | Inglés |
| Publicado: |
World Data Center for Climate (WDCC) at DKRZ
2019
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| Acceso en línea: | https://hdl.handle.net/10568/100682 |
| _version_ | 1855539196058402816 |
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| author | Navarro Racines, Carlos Eduardo Tarapues Montenegro, Jaime Eduardo Thornton, Philip K. Jarvis, Andy Ramírez Villegas, Julián Armando |
| author_browse | Jarvis, Andy Navarro Racines, Carlos Eduardo Ramírez Villegas, Julián Armando Tarapues Montenegro, Jaime Eduardo Thornton, Philip K. |
| author_facet | Navarro Racines, Carlos Eduardo Tarapues Montenegro, Jaime Eduardo Thornton, Philip K. Jarvis, Andy Ramírez Villegas, Julián Armando |
| author_sort | Navarro Racines, Carlos Eduardo |
| collection | Repository of Agricultural Research Outputs (CGSpace) |
| description | We developed a global dataset of downscaled future projections developed by applying a statistical method for climate model downscaling and bias correction. To develop the dataset, we applied the delta method, which comprises the sum of interpolated anomalies of each GCM to the WorldClim 1-km spatial resolution dataset. The GCMs were the 35 Coupled Model Intercomparison Project Phase 5 (CMIP5) models, for four representative concentrations pathways (RCPs). For each of these, we used the 30-year future periods named as 2030s (mean of 2020-2049), 2050s (2040-2069), 2070s (2060-2089) and 2080s (2070-2099) with three climate variables (mean monthly maximum and minimum temperatures and monthly rainfall). From these, we also derive a set of bioclimatic indices. |
| format | Conjunto de datos |
| id | CGSpace100682 |
| institution | CGIAR Consortium |
| language | Inglés |
| publishDate | 2019 |
| publishDateRange | 2019 |
| publishDateSort | 2019 |
| publisher | World Data Center for Climate (WDCC) at DKRZ |
| publisherStr | World Data Center for Climate (WDCC) at DKRZ |
| record_format | dspace |
| spelling | CGSpace1006822025-03-13T09:45:24Z CCAFS-CMIP5 Delta Method Downscaling for monthly averages and bioclimatic indices of four RCPs Navarro Racines, Carlos Eduardo Tarapues Montenegro, Jaime Eduardo Thornton, Philip K. Jarvis, Andy Ramírez Villegas, Julián Armando We developed a global dataset of downscaled future projections developed by applying a statistical method for climate model downscaling and bias correction. To develop the dataset, we applied the delta method, which comprises the sum of interpolated anomalies of each GCM to the WorldClim 1-km spatial resolution dataset. The GCMs were the 35 Coupled Model Intercomparison Project Phase 5 (CMIP5) models, for four representative concentrations pathways (RCPs). For each of these, we used the 30-year future periods named as 2030s (mean of 2020-2049), 2050s (2040-2069), 2070s (2060-2089) and 2080s (2070-2099) with three climate variables (mean monthly maximum and minimum temperatures and monthly rainfall). From these, we also derive a set of bioclimatic indices. 2019 2019-04-04T13:05:21Z 2019-04-04T13:05:21Z Dataset https://hdl.handle.net/10568/100682 en Open Access World Data Center for Climate (WDCC) at DKRZ Navarro Racines, Carlos Eduardo; Tarapues Montenegro, Jaime Eduardo; Thornton, Philip; Jarvis, Andy; Ramirez Villegas, Julian (2019). CCAFS-CMIP5 Delta Method Downscaling for monthly averages and bioclimatic indices of four RCPs. World Data Center for Climate (WDCC) at DKRZ. https://doi.org/10.26050/WDCC/CCAFS-CMIP5_downscaling |
| spellingShingle | Navarro Racines, Carlos Eduardo Tarapues Montenegro, Jaime Eduardo Thornton, Philip K. Jarvis, Andy Ramírez Villegas, Julián Armando CCAFS-CMIP5 Delta Method Downscaling for monthly averages and bioclimatic indices of four RCPs |
| title | CCAFS-CMIP5 Delta Method Downscaling for monthly averages and bioclimatic indices of four RCPs |
| title_full | CCAFS-CMIP5 Delta Method Downscaling for monthly averages and bioclimatic indices of four RCPs |
| title_fullStr | CCAFS-CMIP5 Delta Method Downscaling for monthly averages and bioclimatic indices of four RCPs |
| title_full_unstemmed | CCAFS-CMIP5 Delta Method Downscaling for monthly averages and bioclimatic indices of four RCPs |
| title_short | CCAFS-CMIP5 Delta Method Downscaling for monthly averages and bioclimatic indices of four RCPs |
| title_sort | ccafs cmip5 delta method downscaling for monthly averages and bioclimatic indices of four rcps |
| url | https://hdl.handle.net/10568/100682 |
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