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Seasonal forecasts of the SINTEX-F coupled model applied to maize yield and streamflow estimates over north-eastern South Africa

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dc.contributor.author Malherbe, Johan
dc.contributor.author Landman, WA
dc.contributor.author Olivier, C
dc.contributor.author Sakuma, H
dc.contributor.author Luo, J-J
dc.date.accessioned 2014-08-25T10:20:49Z
dc.date.available 2014-08-25T10:20:49Z
dc.date.issued 2014-07
dc.identifier.citation Malherbe, J, Landman, W.A, Olivier, C, Sakuma, H and Luo, J-J. 2014. Seasonal forecasts of the SINTEX-F coupled model applied to maize yield and streamflow estimates over north-eastern South Africa. Meteorological Applications, vol. 21(3), pp 733-742 en_US
dc.identifier.issn 1350-4827
dc.identifier.uri http://onlinelibrary.wiley.com/doi/10.1002/met.1402/pdf
dc.identifier.uri http://hdl.handle.net/10204/7628
dc.description Copyright: 2014 Royal Meteorological Society. This is an ABSTRACT ONLY. The definitive version is published in Meteorological Applications, vol 21(3), pp 733-742 en_US
dc.description.abstract Forecasts of a Global Coupled Model for austral summer with a 1 month lead are downscaled to end-of-season maize yields and accumulated streamflow over the Limpopo Province and adjacent districts in northeastern South Africa through application of an MOS (Model Output Statistics) approach applied over a 28 year period. Promising results, based on the hindcasts of the Global Models and historically observed yield and streamflow data, suggest potential for a commodity-orientated forecast system for application in agriculture in an operational environment. It also serves as a baseline study for inclusion of sophisticated crop or runoff models using GCM output data towards estimating potential yields and streamflows in the region. en_US
dc.language.iso en en_US
dc.publisher Royal Meteorological Society en_US
dc.relation.ispartofseries Workflow;13314
dc.subject Seasonal forecasts en_US
dc.subject Global Coupled Models en_US
dc.subject Austral summer en_US
dc.subject Model Output Statistics en_US
dc.subject MOS en_US
dc.subject Coupled global models en_US
dc.subject Crop forecasts en_US
dc.subject Streamflow forecasts en_US
dc.subject Principal component regression en_US
dc.subject South African weather forecasts en_US
dc.title Seasonal forecasts of the SINTEX-F coupled model applied to maize yield and streamflow estimates over north-eastern South Africa en_US
dc.type Article en_US
dc.identifier.apacitation Malherbe, J., Landman, W., Olivier, C., Sakuma, H., & Luo, J. (2014). Seasonal forecasts of the SINTEX-F coupled model applied to maize yield and streamflow estimates over north-eastern South Africa. http://hdl.handle.net/10204/7628 en_ZA
dc.identifier.chicagocitation Malherbe, Johan, WA Landman, C Olivier, H Sakuma, and J-J Luo "Seasonal forecasts of the SINTEX-F coupled model applied to maize yield and streamflow estimates over north-eastern South Africa." (2014) http://hdl.handle.net/10204/7628 en_ZA
dc.identifier.vancouvercitation Malherbe J, Landman W, Olivier C, Sakuma H, Luo J. Seasonal forecasts of the SINTEX-F coupled model applied to maize yield and streamflow estimates over north-eastern South Africa. 2014; http://hdl.handle.net/10204/7628. en_ZA
dc.identifier.ris TY - Article AU - Malherbe, Johan AU - Landman, WA AU - Olivier, C AU - Sakuma, H AU - Luo, J-J AB - Forecasts of a Global Coupled Model for austral summer with a 1 month lead are downscaled to end-of-season maize yields and accumulated streamflow over the Limpopo Province and adjacent districts in northeastern South Africa through application of an MOS (Model Output Statistics) approach applied over a 28 year period. Promising results, based on the hindcasts of the Global Models and historically observed yield and streamflow data, suggest potential for a commodity-orientated forecast system for application in agriculture in an operational environment. It also serves as a baseline study for inclusion of sophisticated crop or runoff models using GCM output data towards estimating potential yields and streamflows in the region. DA - 2014-07 DB - ResearchSpace DP - CSIR KW - Seasonal forecasts KW - Global Coupled Models KW - Austral summer KW - Model Output Statistics KW - MOS KW - Coupled global models KW - Crop forecasts KW - Streamflow forecasts KW - Principal component regression KW - South African weather forecasts LK - https://researchspace.csir.co.za PY - 2014 SM - 1350-4827 T1 - Seasonal forecasts of the SINTEX-F coupled model applied to maize yield and streamflow estimates over north-eastern South Africa TI - Seasonal forecasts of the SINTEX-F coupled model applied to maize yield and streamflow estimates over north-eastern South Africa UR - http://hdl.handle.net/10204/7628 ER - en_ZA


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