LUCCHESE, L. V.
LUCCHESE, L. V.
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Spatially distributed antecedent rainfall thresholds for landslide occurrence: a multitask machine learning modelling approach
Luísa Vieira Lucchese
,
Guilherme Garcia de Oliveira
,
Olavo Correa Pedrollo
,
Alexander Brenning
September 2025
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DOI
Type
Journal article
Publication
Hydrological Sciences Journal
Machine Learning
landslides
Luísa Vieira Lucchese
Research Assistant Professor
Research Assistant Professor at University of Pittsburgh
Related
Invited talk at WorCAP 2023 - Machine Learning on the Environmental Sciences
EGU22 - Landslide Susceptibility Modeling of an Escarpment in Southern Brazil using Artificial Neural Networks as a Baseline for Modeling Triggering Rainfall
AGU25 - Global River Suspended Sediment Flux from Space using Highly Scalable Deep Learning Models
Improving Satellite Imagery Masking using Multi-task and Transfer Learning
EGU24 - Modeling suspended sediment concentration using artificial neural networks, an effort towards global sediment flux observations in rivers from space
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