[HTML][HTML] Advancing hydrology through machine learning: insights, challenges, and future directions using the CAMELS, caravan, GRDC, CHIRPS, PERSIANN, NLDAS …
Machine learning (ML) applications in hydrology are revolutionizing our understanding and
prediction of hydrological processes, driven by advancements in artificial intelligence and …
prediction of hydrological processes, driven by advancements in artificial intelligence and …
Evaluating the effectiveness of CHIRPS data for hydroclimatic studies
Long-term gridded precipitation products (GPPs) are crucial for climatology and hydrological
research to overcome the limitations of gauge observations. Climate Hazards Group …
research to overcome the limitations of gauge observations. Climate Hazards Group …
Spatiotemporal variability and trends of rainfall and its association with Pacific Ocean Sea surface temperature in West Harerge Zone, Eastern Ethiopia
Background Rainfall variability exceedingly affects agriculture in Ethiopia, particularly in the
eastern region where rainfall is relatively scarce. Hence, understanding the spatiotemporal …
eastern region where rainfall is relatively scarce. Hence, understanding the spatiotemporal …
Impacts of climate and land use change on hydrological response in Gumara Watershed, Ethiopia
Climate and land-use change affect the hydrologic cycle by altering the hydrological
responses including streamflow (SF), surface runoff (SR), base-flow (BF), and …
responses including streamflow (SF), surface runoff (SR), base-flow (BF), and …
Analysis of the impacts of land use land cover change on streamflow and surface water availability in Awash Basin, Ethiopia
The current study analyzed the impact of Land Use Land Cover (LULC) change on
streamflow and surface water availability in the Akaki catchment of the Awash Basin …
streamflow and surface water availability in the Akaki catchment of the Awash Basin …
[HTML][HTML] Application of satellite and reanalysis precipitation products for hydrological modeling in the data-scarce Porijõgi catchment, Estonia
Abstract Study region The Porijõgi catchment in Estonia, Northern Europe. Study focus The
lack of adequate precipitation gauges has long been a major obstacle for hydrological …
lack of adequate precipitation gauges has long been a major obstacle for hydrological …
A simple machine learning approach to model real-time streamflow using satellite inputs: Demonstration in a data scarce catchment
Real-time streamflow modeling is a challenging endeavor in regions where real-time ground-
based hydro-meteorological observations are scarce. Nevertheless, with the emergence of …
based hydro-meteorological observations are scarce. Nevertheless, with the emergence of …
[HTML][HTML] Spatio-temporal hydro-climate variability in Omo-Gibe river Basin, Ethiopia
Hydroclimatic variables have changed globally mainly due to human intervention; those
hydroclimatic changes alter the distribution behavior of rainfall and temperature at different …
hydroclimatic changes alter the distribution behavior of rainfall and temperature at different …
Evaluation of climate hazards group infrared precipitation station (CHIRPS) satellite‐based rainfall estimates over Finchaa and Neshe Watersheds, Ethiopia
CD Geleta, TA Deressa - Engineering Reports, 2021 - Wiley Online Library
Recent advancements in the field of remote sensing have led to the development of high
resolution satellite‐based rainfall products to improve the quality of observed rainfall data …
resolution satellite‐based rainfall products to improve the quality of observed rainfall data …
[HTML][HTML] Implications of water abstraction on the interconnected Central Rift Valley Lakes sub-basin of Ethiopia using WEAP
Abstract Study region Central Rift Valley Lakes sub-basin, Ethiopia. Study focus The
competition for water is rapidly increasing in Central Rift Valley lakes sub-basin due to the …
competition for water is rapidly increasing in Central Rift Valley lakes sub-basin due to the …