Browsing by Subject "downscaling"
Now showing items 1-4 of 4
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Atmospheric circulation patterns that trigger heavy rainfall in West Africa
; ; ; (International Journal of Climatology, 2022-04-07)
Classification of atmospheric circulation patterns (CP) is a common tool for downscaling rainfall, but it is rarely used for West Africa. In this study, a two‐step classification procedure is proposed for this region, which ... -
Downscaling of seasonal ensemble forecasts to the convection-permitting scale over the Horn of Africa using the WRF model
; ; ; ; (International Journal of Climatology, 2020)
The new SEAS5 global ensemble forecast system was dynamically downscaled over the Horn of Africa for summer (June-July-August) 2018. For this purpose, a multi-physics ensemble was designed with a grid increment of 3 km and ... -
General Circulation Model Selection Technique for Downscaling: Exemplary Application to East Africa
; (Journal of Geophysical Research: Atmospheres, 2021-03-16)
Downscaling is widely used in studies of local and/or regional climate as it yields a greater spatial resolution than general circulation models (GCMs) can provide. It utilizes GCM output or reanalysis data, which is ... -
Self‐Validating Deep Learning for Recovering Terrestrial Water Storage From Gravity and Altimetry Measurements
; Saynisch‐Wagner, Jan; ; ; Thomas, Maik (Geophysical Research Letters, 2020-08-28)
Quantifying and monitoring terrestrial water storage (TWS) is an essential task for understanding the Earth's hydrosphere cycle, its susceptibility to climate change, and concurrent impacts for ecosystems, agriculture, and ...
