Geo Intelligence.

RESEARCH & SOURCES

Deep learning approaches for streamflow flash drought prediction across the contiguous United States

Journal of Hydrology · 2026.09CAS Tier 1 · Top (2025)

Paper authors：Sophia Bakar · Hoang Hai Nguyen · Hyunglok Kim · Venkataraman Laskhmi

DOI: 10.1016/j.jhydrol.2026.135956

Water & environment

This record provides source metadata. A detailed editorial analysis has not yet been published.

Read the original source ↗

CAS 2025 major-category tier 1 and Top. This journal-level label does not assess this individual paper.

Related research

Research articleJournal of Hydrology: Regional Studies2026.06

Streamflow forecasting with a hybrid model integrating a distributed hydrological model and deep learning methodsOriginal title · English

Authors Xiao Liang · Li Liu · Lu Ding · Haiting Gu · Lu Wang · Yuxue Guo · Yue-Ping Xu

Details & notes Read original ↗

Research articleJournal of Hydrology: Regional Studies2026.10

Predicting streamflow in heavily regulated plain river networks using physics-guided spatiotemporal deep learning models: A case study of the Four Lakes BasinOriginal title · English

Authors Yufeng Wu · Qingrui Chang · Zhihong Liu · Xianqiang Tang · Rui Li · Shouliang Huo

Details & notes Read original ↗

Research articleJournal of HydrologyCAS Tier 1 · Top (2025)2025.11

FLO-SR: Deep learning-based urban flood super-resolution modelOriginal title · English

Authors Hyeonjin Choi · Hyuna Woo · Minyoung Kim · Hyungon Ryu · Jun-Hak Lee · Seungsoo Lee · Seong Jin Noh

Details & notes Read original ↗

Research articleJournal of HydrologyCAS Tier 1 · Top (2025)2025.11

Integrating net rainfall calculation in deep learning-based surrogate modeling frameworks for 2D flood predictionOriginal title · English

Authors Juan F. Farfán-Durán · Carlos Montalvo · Luis Cea · João P. Leitão

Details & notes Read original ↗