LUCCHESE, L. V.
LUCCHESE, L. V.
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Operational near real time global riverine sediment flux estimates from space
Luísa Vieira Lucchese
,
Rangel Daroya
,
Travis Simmons
,
Punwath Prum
,
Nikki Tebaldi
,
Tamlin Pavelsky
,
Subhransu Maji
,
John Gardner
,
Colin Gleason
March 2026
DOI
Preprint
in-situ SSC dataset
Type
Journal article
Publication
Geophysical Research Letters
Machine Learning
Hydrology
water quality
sediment transport
SWOT
Luísa Vieira Lucchese
Research Assistant Professor
Research Assistant Professor at University of Pittsburgh
Related
AGU25 - Global River Suspended Sediment Flux from Space using Highly Scalable Deep Learning Models
EGU24 - Modeling suspended sediment concentration using artificial neural networks, an effort towards global sediment flux observations in rivers from space
Invited talk at WorCAP 2023 - Machine Learning on the Environmental Sciences
AGU25 - Quantifying Riverine Sediment Transport due to Tropical Cyclones in the Eastern United States
Spatially distributed antecedent rainfall thresholds for landslide occurrence: a multitask machine learning modelling approach
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