Evaluation of a Width‐Based Satellite Discharge Algorithm for Detecting Longitudinal Flow Changes in a Human‐Regulated Continental River Basin

Abstract This study investigated the capabilities and limitations of estimating spatially continuous river discharge using satellite‐observed river width and the AMHG‐based algorithm (BAM). We applied this method to 668 reaches along the Yellow River mainstem, examining whether width‐derived discharge estimates can capture both natural and anthropogenic streamflow variations. Results show that discharge increases at tributary confluences and decreases in irrigated sections were successfully reproduced, indicating the potential to represent realistic spatial patterns from satellite observations. We further evaluated the impact of prior discharge, which serves as an initial guess in BAM; incorporating irrigation‐corrected priors improved estimation accuracy, particularly in downstream reaches affected by human activities. However, large errors remained in levee‐confined reaches, where poor co‐variability between width and discharge limited performance. Our findings highlight that satellite‐based width measurements, when supported by appropriate priors, offer a promising means to monitor discharge in ungauged basins, while also revealing key challenges in regulated rivers.

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Publication Details

Journal
Geophysical Research Letters
Published
2025-09-26
DOI
https://doi.org/10.1029/2024gl114191
Citations
1
Primary Topic
Flood Risk Assessment and Management
Type
article
Field-Weighted Citation Impact
1.11

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article

Evaluation of a Width‐Based Satellite Discharge Algorithm for Detecting Longitudinal Flow Changes in a Human‐Regulated Continental River Basin

Dai Yamazaki, Yuting Yang, Yuki Ishikawa
1 citations
Geophysical Research Letters
Flood Risk Assessment and Management
1.11
article

Evaluation of a Width‐Based Satellite Discharge Algorithm for Detecting Longitudinal Flow Changes in a Human‐Regulated Continental River Basin

Dai Yamazaki, Yuting Yang, Yuki Ishikawa
article en
1 citations

Abstract

Abstract This study investigated the capabilities and limitations of estimating spatially continuous river discharge using satellite‐observed river width and the AMHG‐based algorithm (BAM). We applied this method to 668 reaches along the Yellow River mainstem, examining whether width‐derived discharge estimates can capture both natural and anthropogenic streamflow variations. Results show that discharge increases at tributary confluences and decreases in irrigated sections were successfully reproduced, indicating the potential to represent realistic spatial patterns from satellite observations. We further evaluated the impact of prior discharge, which serves as an initial guess in BAM; incorporating irrigation‐corrected priors improved estimation accuracy, particularly in downstream reaches affected by human activities. However, large errors remained in levee‐confined reaches, where poor co‐variability between width and discharge limited performance. Our findings highlight that satellite‐based width measurements, when supported by appropriate priors, offer a promising means to monitor discharge in ungauged basins, while also revealing key challenges in regulated rivers.

Geophysical Research LettersVol. 52(18)
Tokyo Institute of Technology (JP), Bunkyo University (JP), The University of Tokyo (JP), Mejiro University (JP), Tsinghua University (CN)
Japan Society for the Promotion of Science
Openalex Percentile: Top 19%
Flood Risk Assessment and Management
1.11
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Evaluation of a Width‐Based Satellite Discharge Algorithm for Detecting Longitudinal Flow Changes in a Human‐Regulated Continental River Basin — Dai Yamazaki, Yuting Yang, et al. · Geophysical Research Letters (2025) | TGRS Research Map | TGRS