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LUCCHESE, L. V.
LUCCHESE, L. V.
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Recent & Upcoming Talks
2025
AGU25 - Quantifying Riverine Sediment Transport due to Tropical Cyclones in the Eastern United States
Poster presentation. Session: Assessing Tropical Cyclone Hazards and Risk in a Changing Climate System.
Dec 17, 2025
New Orleans, USA
Abstract in the AGU system
AGU25 - Global River Suspended Sediment Flux from Space using Highly Scalable Deep Learning Models
Oral Presentation. Session: Applications of Machine Learning in Large-Scale Hydrology and Water Quality Modeling.
Dec 15, 2025
New Orleans, USA
Abstract in the AGU system
GIS Day 2025 - Map Gallery Presentation
In-person Map Gallery Presentation at the Carnegie Mellon University
Nov 12, 2025
Pittsburgh, USA
2024
EGU24 - Modeling suspended sediment concentration using artificial neural networks, an effort towards global sediment flux observations in rivers from space
Session: Hydroinformatics: data analytics, machine learning, hybrid modelling, optimisation.
Apr 16, 2024
Vienna, Austria and online
doi
2023
Invited talk at WorCAP 2023 - Machine Learning on the Environmental Sciences
I will present an overview of my research experiences with Machine Learning (ML) in the areas of Hydrology, Natural Disasters, and …
Sep 11, 2023
São José dos Campos, Brazil and online
Recorded presentation
Spatial Lightning Talks UCSB - How do spatial sampling procedures affect the quality of data-driven models?
Presenter at Spatial Lightning Talks UCSB 2023. Pitch abstract: As geospatial research gets increasingly more intertwined with Machine …
Mar 16, 2023 1:00 PM
Online
Recording on YouTube
2022
EGU22 - Landslide Susceptibility Modeling of an Escarpment in Southern Brazil using Artificial Neural Networks as a Baseline for Modeling Triggering Rainfall
Abstract presented in-person in EGU 2022. Session: Artificial Intelligence for Natural Hazard and Disaster Management.
May 25, 2022
Vienna, Austria and online
doi
2021
SBRH 2021 - Identificação de áreas suscetíveis a deslizamentos de terra no limite dos munícipios de Presidente Getúlio, Rio do Sul e Ibirama (SC), por meio de um ensemble de Redes Neurais Artificiais
Oral presentation on the Brazilian Symposium of Water Resources. Session: Extremos hidrológicos, desastres naturais e antrópicos. …
Nov 23, 2021 2:00 PM
Belo Horizonte, Brazil and online
Full-text (PT-BR)
QGIS Open Day Brasil Setembro/2021 - Como elaborar mapas para publicações internacionais usando o QGIS
Presentation at QGIS Open Day Brasil Setembro/2021
Sep 25, 2021 2:00 PM — 3:00 PM
online
Video
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