The role of weather radar in rainfall estimation and its application in meteorological and hydrological modelling—A review

Z Sokol, J Szturc, J Orellana-Alvear, J Popova… - Remote Sensing, 2021 - mdpi.com
Radar-based rainfall information has been widely used in hydrological and meteorological
applications, as it provides data with a high spatial and temporal resolution that improve …

Ensemble flood forecasting: Current status and future opportunities

W Wu, R Emerton, Q Duan, AW Wood… - Wiley …, 2020 - Wiley Online Library
Ensemble flood forecasting has gained significant momentum over the past decade due to
the growth of ensemble numerical weather and climate prediction, expansion in high …

Remote sensing of river discharge: A review and a framing for the discipline

CJ Gleason, MT Durand - Remote Sensing, 2020 - mdpi.com
Remote sensing of river discharge (RSQ) is a burgeoning field rife with innovation. This
innovation has resulted in a highly non-cohesive subfield of hydrology advancing at a rapid …

River basin-scale flood hazard assessment using a modified multi-criteria decision analysis approach: A case study

AS Toosi, GH Calbimonte, H Nouri, S Alaghmand - Journal of Hydrology, 2019 - Elsevier
Flood is a major natural hazard with extremely large impact on social-ecological systems.
Therefore, developing reliable and efficient tools to identify areas vulnerable to potential …

Soil moisture information can improve shallow landslide forecasting using the hydrometeorological threshold approach

P Marino, DJ Peres, A Cancelliere, R Greco… - Landslides, 2020 - Springer
Empirical thresholds indicating the meteorological conditions leading to shallow landslide
triggering are one of the most important components of landslide early warning systems …

[HTML][HTML] Hydrologic model predictability improves with spatially explicit calibration using remotely sensed evapotranspiration and biophysical parameters

A Rajib, GR Evenson, HE Golden, CR Lane - Journal of hydrology, 2018 - Elsevier
A hydrologic model, calibrated using only streamflow data, can produce acceptable
streamflow simulation at the watershed outlet yet unrealistic representations of water …

Remote sensing-derived water extent and level to constrain hydraulic flood forecasting models: Opportunities and challenges

S Grimaldi, Y Li, VRN Pauwels, JP Walker - Surveys in Geophysics, 2016 - Springer
Accurate, precise and timely forecasts of flood wave arrival time, depth and velocity at each
point of the floodplain are essential to reduce damage and save lives. Current computational …

Using remote sensing data‐based hydrological model calibrations for predicting runoff in ungauged or poorly gauged catchments

Q Huang, G Qin, Y Zhang, Q Tang, C Liu… - Water Resources …, 2020 - Wiley Online Library
Because remote sensing (RS) data are spatially and temporally explicit and available across
the globe, they have the potential to be used for predicting runoff in ungauged catchments …

Hydrologic model calibration using remotely sensed soil moisture and discharge measurements: The impact on predictions at gauged and ungauged locations

Y Li, S Grimaldi, VRN Pauwels, JP Walker - Journal of hydrology, 2018 - Elsevier
The skill of hydrologic models, such as those used in operational flood prediction, is
currently restricted by the availability of flow gauges and by the quality of the streamflow data …

Flood Forecasting Using Hybrid LSTM and GRU Models with Lag Time Preprocessing

Y Zhang, Z Zhou, J Van Griensven Thé, SX Yang… - Water, 2023 - mdpi.com
Climate change and urbanization have increased the frequency of floods worldwide,
resulting in substantial casualties and property loss. Accurate flood forecasting can offer …