The role of satellite-based remote sensing in improving simulated streamflow: A review
D Jiang, K Wang - Water, 2019 - mdpi.com
A hydrological model is a useful tool to study the effects of human activities and climate
change on hydrology. Accordingly, the performance of hydrological modeling is vitally …
change on hydrology. Accordingly, the performance of hydrological modeling is vitally …
Challenges in understanding the variability of the cryosphere in the Himalaya and its impact on regional water resources
The Himalaya plays a vital role in regulating the freshwater availability for nearly a billion
people living in the Indus, Ganga, and Brahmaputra River basins. Due to climate change …
people living in the Indus, Ganga, and Brahmaputra River basins. Due to climate change …
Generating ensemble streamflow forecasts: A review of methods and approaches over the past 40 years
Ensemble forecasting applied to the field of hydrology is currently an established area of
research embracing a broad spectrum of operational situations. This work catalogs the …
research embracing a broad spectrum of operational situations. This work catalogs the …
Improving streamflow simulation by combining hydrological process-driven and artificial intelligence-based models
B Mohammadi, R Moazenzadeh, K Christian… - … Science and Pollution …, 2021 - Springer
Accurate and timely monitoring of streamflow and its variation is crucial for water resources
management in watersheds. This study aimed at evaluating the performance of two process …
management in watersheds. This study aimed at evaluating the performance of two process …
Can remotely sensed actual evapotranspiration facilitate hydrological prediction in ungauged regions without runoff calibration?
Runoff prediction in ungauged catchments is a significant hydrological challenge. The
common approach is to calibrate hydrological models against streamflow data from gauged …
common approach is to calibrate hydrological models against streamflow data from gauged …
Sensitivity analysis of the hyperparameters of an ensemble Kalman filter application on a semi-distributed hydrological model for streamflow forecasting
Data Assimilation (DA) is an important step for improving prediction accuracy and real-time
correction of hydrological models for operational forecasting purposes. The Ensemble …
correction of hydrological models for operational forecasting purposes. The Ensemble …
Improved agricultural Water management in data-scarce semi-arid watersheds: Value of integrating remotely sensed leaf area index in hydrological modeling
In watersheds located in semi-arid regions, vegetation dynamics, evapotranspiration (ET),
and associated water and energy balances collectively play a major role in controlling …
and associated water and energy balances collectively play a major role in controlling …
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 …
Enhancing SWAT model with modified method to improve Eco-hydrological simulation in arid region
Y Cai, F Zhang, J Shi, VC Johnson, Z Ahmed… - Journal of Cleaner …, 2023 - Elsevier
Abstract The Soil and Water Assessment Tool (SWAT) model is diffusely applied to areas
with uniform precipitation distribution and gentle slopes. However, the SWAT has apparent …
with uniform precipitation distribution and gentle slopes. However, the SWAT has apparent …
Assimilation of satellite soil moisture products for river flow prediction: An extensive experiment in over 700 catchments throughout Europe
D De Santis, D Biondi, WT Crow… - Water Resources …, 2021 - Wiley Online Library
In this study, we perform a data assimilation (DA) experiment on a very large number (> 700)
of small‐and medium‐scale (150–10,000 km2) European catchments to assess the impact …
of small‐and medium‐scale (150–10,000 km2) European catchments to assess the impact …