[HTML][HTML] Application of machine learning and process-based models for rainfall-runoff simulation in Dupage River basin, Illinois
Rainfall-runoff simulation is vital for planning and controlling flood control events. Hydrology
modeling using Hydrological Engineering Center—Hydrologic Modeling System (HEC …
modeling using Hydrological Engineering Center—Hydrologic Modeling System (HEC …
[HTML][HTML] Forensic hydrology: A complete reconstruction of an extreme flood event in data-scarce area
On 18 September 2020, the Karditsa prefecture of Thessaly region (Greece) experienced a
catastrophic flood as a consequence of the IANOS hurricane. This intense phenomenon was …
catastrophic flood as a consequence of the IANOS hurricane. This intense phenomenon was …
[HTML][HTML] Exploring random forest machine learning and remote sensing data for streamflow prediction: An alternative approach to a process-based hydrologic …
KI Islam, E Elias, KC Carroll, C Brown - Remote Sensing, 2023 - mdpi.com
Physically based hydrologic models require significant effort and extensive information for
development, calibration, and validation. The study explored the use of the random forest …
development, calibration, and validation. The study explored the use of the random forest …
Estimation of flood discharge in ungauged basin using GPM-IMERG satellite-based precipitation dataset in a Moroccan arid zone
Abstract The Integrated Multi-Satellite Retrievals for Global Precipitation Measurement (GPM-
IMERG) could be an alternative solution to the data lack problem. In this regard, this work …
IMERG) could be an alternative solution to the data lack problem. In this regard, this work …
[HTML][HTML] Dendroclimatological Analysis of Fir (A. borisii-regis) in Greece in the frame of Climate Change Investigation
The potential correlation between fir tree-ring width (Abies borisii regis Mattf.) variability and
the respective variability of the main climatic parameters in the region of University Forest of …
the respective variability of the main climatic parameters in the region of University Forest of …
[HTML][HTML] Investigation of flood management and mitigation measures in ungauged NATURA protected watersheds
The aim of this study is to investigate the flood management and mitigation measures in
ungauged NATURA protected watersheds. The examined watersheds are located in one the …
ungauged NATURA protected watersheds. The examined watersheds are located in one the …
[HTML][HTML] A spatial downscaling methodology for GRACE total water storage anomalies using GPM IMERG precipitation estimates
A downscaling framework for coarse resolution Gravity Recovery and Climate Experiment
(GRACE) Total Water Storage Anomaly (TWSA) data is described, exploiting the …
(GRACE) Total Water Storage Anomaly (TWSA) data is described, exploiting the …
Satellite rainfall performance evaluation and application to monitor meteorological drought: a case of Omo-Gibe basin, Ethiopia
Drought assessment is important to minimize its negative consequences and design
appropriate management strategies. However, in situ rainfall measurement networks are …
appropriate management strategies. However, in situ rainfall measurement networks are …
[HTML][HTML] Remote sensing for development of rainfall intensity–duration–frequency curves at ungauged locations of Yangon, Myanmar
This study aims to develop the intensity–duration–frequency (IDF) curves for Yangon, the
economic center of Myanmar, using four satellite precipitation datasets, namely GPM …
economic center of Myanmar, using four satellite precipitation datasets, namely GPM …
[HTML][HTML] A comparative evaluation of using rain gauge and NEXRAD radar-estimated rainfall data for simulating streamflow
Ascertaining the spatiotemporal accuracy of precipitation is a challenge for hydrologists and
planners for flood protection measures. The objective of this study was to compare …
planners for flood protection measures. The objective of this study was to compare …