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 |