Multi-model ensemble predictions of precipitation and temperature using machine learning algorithms
Abstract Multi-Model Ensembles (MMEs) are often employed to reduce the uncertainties
related to GCM simulations/projections. The objective of this study was to evaluate the …
related to GCM simulations/projections. The objective of this study was to evaluate the …
Performance evaluation of ERA-5, JRA-55, MERRA-2, and CFS-2 reanalysis datasets, over diverse climate regions of Pakistan
Reanalysis precipitation products (RPPs) are frequently used for studying the water cycle
changes from short to long-term scale globally. In the current study, ERA-5 produced by the …
changes from short to long-term scale globally. In the current study, ERA-5 produced by the …
Multi-criteria performance evaluation of gridded precipitation and temperature products in data-sparse regions
Inadequate climate data stations often make hydrological modelling a rather challenging
task in data-sparse regions. Gridded climate data can be used as an alternative; however …
task in data-sparse regions. Gridded climate data can be used as an alternative; however …
Evaluation of GPM-IMERG and TRMM-3B42 precipitation products over Pakistan
Understanding the performance of remotely-sensed precipitation with rain gauge as
reference is essential before their application in estimating multiple processes. In current …
reference is essential before their application in estimating multiple processes. In current …
Comprehensive evaluation of precipitation datasets over Iran
Global gridded precipitation datasets have been developed using rain gauges, satellite
observations, and data assimilation techniques to fulfill the need in regions with a limited …
observations, and data assimilation techniques to fulfill the need in regions with a limited …
Characteristics of extreme rainfall in different gridded datasets over India during 1983–2015
Understanding the spatial and temporal occurrences of extreme rainfall events and their
changes is crucial for reducing the risk associated with extreme events, especially under …
changes is crucial for reducing the risk associated with extreme events, especially under …
[HTML][HTML] Robustness of gridded precipitation products for Vietnam basins using the comprehensive assessment framework of rainfall
The use of satellite–based precipitation products (SPPs) have become increasingly
prevalent as key inputs to provide regional rainfall for improving hydrological simulations in …
prevalent as key inputs to provide regional rainfall for improving hydrological simulations in …
Performance of ERA5 reanalysis precipitation products in the Guangdong-Hong Kong-Macao greater bay area, China
Precipitation is an important component of the global water cycle. A comprehensive
understanding of precipitation characteristics, especially that in urban areas, is essential for …
understanding of precipitation characteristics, especially that in urban areas, is essential for …
Symmetrical uncertainty and random forest for the evaluation of gridded precipitation and temperature data
Selection of appropriate gridded rainfall and temperature data is a key problem for hydro-
climatic studies, particularly in regions where long-term reliable and dense observations are …
climatic studies, particularly in regions where long-term reliable and dense observations are …
Changes in climatic water availability and crop water demand for Iraq region
Decreases in climatic water availability (CWA) and increases in crop water demand (CWD)
in the background of climate change are a major concern in arid regions because of less …
in the background of climate change are a major concern in arid regions because of less …