Reconstruction of Multidecadal Country-Aggregated Hydro Power Generation in Europe Based on a Random Forest Model [PDF]
Hydro power can provide a source of dispatchable low-carbon electricity and a storage solution in a climate-dependent energy mix with high shares of wind and solar production.
De Felice, Matteo +3 more
core +2 more sources
In order to comprehensively evaluate the temperature and humidity detection performance of the ground microwave radiometer (referred to as radiometer, the same below) and improve the accuracy of temperature and relative humidity profiles, by using the ...
Mengying WU +4 more
doaj +1 more source
Analogue methods and
AbstractPerfect prognosis statistical downscaling relies on the statistical relationships established using observational data for predictands and predictors. Predictors are often retrieved from reanalyses, which are considered pseudo‐observations. The impact of the choice of a reanalysis dataset on the performance of the downscaling method is usually ...
openaire +2 more sources
Radiosonde comparison of ERA5 and ERA-Interim reanalysis datasets over tropical oceans
After the release of the ERA-Interim reanalysis, many changes have been made to the Integrated Forecasting System model and data-assimilation system, resulting in an improved reanalysis, ERA5.
Meri Virman +4 more
doaj +1 more source
Global estimations of wind energy potential considering seasonal air density changes [PDF]
The literature typically considers constant annual average air density when computing the wind energy potential of a given location. In this work, the recent reanalysis ERA5 is used to obtain global seasonal estimates of wind energy production that ...
Carreno-Madinabeitia, Sheila +4 more
core +5 more sources
Identifying lightning processes in ERA5 soundings with deep learning
Abstract. Atmospheric environments favorable for lightning and convection are commonly represented by proxies or parameterizations based on expert knowledge such as convective available potential energy (CAPE), wind shear, charge separation, or combinations thereof.
Tobias Hell +3 more
openaire +2 more sources
Satellite-Driven Hydrological Modelling in Ungauged Moroccan bassins: Case study Ouzoud river [PDF]
Predicting streamflow is vital for flash-flood early warning systems and managing water resources under climate change. However, limited streamflow observations restrict advanced prediction techniques to gauged basins, leaving most of the world's ...
Zilali Abdessamad +2 more
doaj +1 more source
Precipitation phase transition in austral summer over the Antarctic Peninsula
Investigating precipitation phase transitions is crucial for improving our understanding of precipitation formation processes and impacts, particularly in Polar Regions.
A. Chyhareva +4 more
doaj +1 more source
Simulating model uncertainty of subgrid-scale processes by sampling model errors at convective scales [PDF]
Ideally, perturbation schemes in ensemble forecasts should be based on the statistical properties of the model errors. Often, however, the statistical properties of these model errors are unknown. In practice, the perturbations are pragmatically modelled
Degrauwe, Daan +3 more
core +1 more source
WFDE5: bias-adjusted ERA5 reanalysis data for impact studies [PDF]
Abstract. The WFDE5 dataset has been generated using the WATCH Forcing Data (WFD) methodology applied to surface meteorological variables from the ERA5 reanalysis. The WFDEI dataset had previously been generated by applying the WFD methodology to ERA-Interim.
M. Cucchi +8 more
openaire +5 more sources

