Performance comparison of some dynamical and empirical downscaling methods for South Africa from a seasonal climate modelling perspective
WA Landman, MJ Kgatuke, M Mbedzi… - … of Climatology: A …, 2009 - Wiley Online Library
… The demonstrated importance of statistical models in operation capacities is a major …
seasonal forecasting. Although RCMs are preferable due to physical consistency, statistical models …
seasonal forecasting. Although RCMs are preferable due to physical consistency, statistical models …
A method for statistical downscaling of seasonal ensemble predictions
H Feddersen, U Andersen - Tellus A: Dynamic Meteorology and …, 2005 - Taylor & Francis
… for downscaling seasonal ensemble predictions. The main motivation for this work has
been to enable existing crop yield models to take advantage of seasonal climate predictions. …
been to enable existing crop yield models to take advantage of seasonal climate predictions. …
A weather‐type statistical downscaling framework for ocean wave climate
… (long-term historical periods, seasonal prediction, and future … The statistical model is applied
to reconstruct wave climate in … calibrated separately for each season, in our approach, the …
to reconstruct wave climate in … calibrated separately for each season, in our approach, the …
Statistical downscaling of seasonal wave forecasts
… methodology applied in this study and the validation of the statistical model are … seasonal
forecasting system is used in this study to evaluate wave climate predictability at the seasonal …
forecasting system is used in this study to evaluate wave climate predictability at the seasonal …
Statistical downscaling of climate forecast system seasonal predictions for the Southeastern Mediterranean
W Wu, Y Liu, M Ge, D Rostkier-Edelstein… - Atmospheric …, 2012 - Elsevier
… In this manuscript we describe an analog statistical downscaling … forecasting at station
scale. Specifically, the KNN algorithm is used to downscale the NCEP CFS global seasonal …
scale. Specifically, the KNN algorithm is used to downscale the NCEP CFS global seasonal …
[HTML][HTML] How the International Research Institute for Climate and Society has contributed towards seasonal climate forecast modelling and operations in South Africa
WA Landman - Earth Perspectives, 2014 - Springer
… the CPT for statistical downscaling of seasonal climate predictions and for climate change
… this evolution from purely statistical models to downscaling of fully coupled model forecasts. …
… this evolution from purely statistical models to downscaling of fully coupled model forecasts. …
Seasonal climate predictability and forecasting: status and prospects
FJ Doblas‐Reyes, J García‐Serrano… - … Reviews: Climate …, 2013 - Wiley Online Library
… , which are previously predicted with a coupled dynamical or a statistical model. A tier-… to
downscaling, local-scale seasonal predictions usually have explored the empirical or statistical …
downscaling, local-scale seasonal predictions usually have explored the empirical or statistical …
[HTML][HTML] Dynamical and statistical downscaling of seasonal temperature forecasts in Europe: Added value for user applications
… performance of raw and downscaled seasonal climate data to forecast extreme indicators
such … statistical models were fed with the corresponding predictors from the EC-EARTH model (…
such … statistical models were fed with the corresponding predictors from the EC-EARTH model (…
A review on climate‐model‐based seasonal hydrologic forecasting: physical understanding and system development
… This section will review techniques that include multimodel ensemble prediction, downscaling
and hydrologic post-processing, and forecast practices such as seasonal forecasting of …
and hydrologic post-processing, and forecast practices such as seasonal forecasting of …
[HTML][HTML] Dynamical downscaling of seasonal climate prediction over Nordeste Brazil with ECHAM3 and NCEP's regional spectral models at IRI
… a seasonal climate forecast done with the International Research Institute for Climate Prediction
(IRI) dynamical forecast … This study presents an evaluation of a seasonal climate forecast …
(IRI) dynamical forecast … This study presents an evaluation of a seasonal climate forecast …