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Iterative integration of deep learning in hybrid Earth surface system modelling
Earth system modelling (ESM) is essential for understanding past, present and future Earth
processes. Deep learning (DL), with the data-driven strength of neural networks, has …
processes. Deep learning (DL), with the data-driven strength of neural networks, has …
[HTML][HTML] A review of statistically-based landslide susceptibility models
In this paper, we do a critical review of statistical methods for landslide susceptibility
modelling and associated terrain zonations. Landslide susceptibility is the likelihood of a …
modelling and associated terrain zonations. Landslide susceptibility is the likelihood of a …
Daily evaluation of 26 precipitation datasets using Stage-IV gauge-radar data for the CONUS
New precipitation (P) datasets are released regularly, following innovations in weather
forecasting models, satellite retrieval methods, and multi-source merging techniques. Using …
forecasting models, satellite retrieval methods, and multi-source merging techniques. Using …
The Global Precipitation Measurement (GPM) mission for science and society
Precipitation is a key source of freshwater; therefore, observing global patterns of
precipitation and its intensity is important for science, society, and understanding our planet …
precipitation and its intensity is important for science, society, and understanding our planet …
MSWEP: 3-hourly 0.25 global gridded precipitation (1979–2015) by merging gauge, satellite, and reanalysis data
Current global precipitation (P) datasets do not take full advantage of the complementary
nature of satellite and reanalysis data. Here, we present Multi-Source Weighted-Ensemble …
nature of satellite and reanalysis data. Here, we present Multi-Source Weighted-Ensemble …
Statistical comparison and hydrological utility evaluation of ERA5-Land and IMERG precipitation products on the Tibetan Plateau
In the context of global warming, precipitation information over the Tibetan Plateau (TP),
known as the water tower of Asia, is crucial for both atmospheric and hydrological cycle …
known as the water tower of Asia, is crucial for both atmospheric and hydrological cycle …
PERSIANN-CDR: Daily precipitation climate data record from multisatellite observations for hydrological and climate studies
A new retrospective satellite-based precipitation dataset is constructed as a climate data
record for hydrological and climate studies. Precipitation Estimation from Remotely Sensed …
record for hydrological and climate studies. Precipitation Estimation from Remotely Sensed …
The global precipitation measurement mission
AY Hou, RK Kakar, S Neeck… - Bulletin of the …, 2014 - journals.ametsoc.org
Precipitation affects many aspects of our everyday life. It is the primary source of freshwater
and has significant socioeconomic impacts resulting from natural hazards such as …
and has significant socioeconomic impacts resulting from natural hazards such as …
Performance evaluation of satellite-and model-based precipitation products over varying climate and complex topography
Accuracy assessment of precipitation retrievals is a pre-requisite for many hydrological
studies as it helps to understand the source and the magnitude of the uncertainty in …
studies as it helps to understand the source and the magnitude of the uncertainty in …
Soil as a natural rain gauge: Estimating global rainfall from satellite soil moisture data
Measuring precipitation intensity is not straightforward; and over many areas, ground
observations are lacking and satellite observations are used to fill this gap. The most …
observations are lacking and satellite observations are used to fill this gap. The most …