A review of satellite-derived soil moisture and its usage for flood estimation

S Kim, R Zhang, H Pham, A Sharma - Remote Sensing in Earth Systems …, 2019 - Springer
Accurate knowledge of the spatiotemporal behavior of soil moisture (SM) can greatly
improve hydrological forecasting capability. While ground-based SM measurements exhibit …

[HTML][HTML] Generalization of an Encoder-Decoder LSTM model for flood prediction in ungauged catchments

Y Zhang, S Ragettli, P Molnar, O Fink, N Peleg - Journal of Hydrology, 2022 - Elsevier
Flood prediction in ungauged catchments is usually conducted by hydrological models that
are parameterized based on nearby and similar gauged catchments. As an alternative to this …

Seamless downscaling of the ESA CCI soil moisture data at the daily scale with MODIS land products

W Zhao, F Wen, Q Wang, N Sanchez, M Piles - Journal of Hydrology, 2021 - Elsevier
Spatial downscaling has recently become a crucial process in the regional application of
coarse-resolution passive microwave surface soil moisture (SSM) products. Extensive gaps …

A comprehensive validation of the SMAP Enhanced Level-3 Soil Moisture product using ground measurements over varied climates and landscapes

R Zhang, S Kim, A Sharma - Remote sensing of environment, 2019 - Elsevier
This study presents a comprehensive validation of the Soil Moisture Active Passive (SMAP)
mission Enhanced Level-3 radiometer soil moisture (SM) product (Version 2) over 3 years …

[HTML][HTML] Advanced technologies for offering situational intelligence in flood warning and response systems: A literature review

S Samansiri, T Fernando, B Ingirige - Water, 2022 - mdpi.com
Deaths and property damage from floods have increased drastically in the past two decades
due to various reasons such as increased populations, unplanned developments, and …

Evaluating the hydrological utility of latest IMERG products over the Upper Huaihe River Basin, China

J Su, H Lü, Y Zhu, Y Cui, X Wang - Atmospheric Research, 2019 - Elsevier
With increasing spatiotemporal resolution and accuracy, satellite-based precipitation
estimations (SPEs) have become critical data sources for hydrological applications. Their …

Soil moisture retrievals using L-band radiometry from variable angular ground-based and airborne observations

T Zhao, L Hu, J Shi, H Lü, S Li, D Fan, P Wang… - Remote Sensing of …, 2020 - Elsevier
Surface soil moisture is a vital variable in the process of energy exchange between the land
and atmosphere. Monitoring the surface soil moisture at the local and global scales has …

[HTML][HTML] An approach for downscaling SMAP soil moisture by combining Sentinel-1 SAR and MODIS data

J Bai, Q Cui, W Zhang, L Meng - Remote Sensing, 2019 - mdpi.com
A method is proposed for the production of downscaled soil moisture active passive (SMAP)
soil moisture (SM) data by combining optical/infrared data with synthetic aperture radar …

Predicting cyanobacteria occurrence using climatological and environmental controls

S Kim, S Kim, R Mehrotra, A Sharma - Water Research, 2020 - Elsevier
The occurrence of algal bloom results in deterioration of water quality, undesirable sights,
tastes and odors, and the possibility of infections to humans and fatalities to livestock …

Statistical and qualitative evaluation of multi-sources for hydrological suitability inflood-prone areas of Pakistan

MI Abro, D Zhu, MA Khaskheli, E Elahi - Journal of Hydrology, 2020 - Elsevier
In 2010, flood hampered commercial and agricultural activities and destroyed infrastructure
at large scale in Pakistan. Accurate forecasting of the flood is necessary to implement right …