Publications

Luísa Vieira Lucchese, Rangel Daroya, Travis Simmons, Punwath Prum, Nikki Tebaldi, Tamlin Pavelsky, Subhransu Maji, John Gardner, Colin Gleason (2026). (accepted for publication) Operational near real time global riverine sediment flux estimates from space. GRL.

Preprint in-situ SSC dataset

Luísa Vieira Lucchese, Guilherme Garcia de Oliveira, Olavo Correa Pedrollo, Alexander Brenning (2025). Spatially distributed antecedent rainfall thresholds for landslide occurrence: a multitask machine learning modelling approach. HSJ.

Rangel Daroya, Luísa Vieira Lucchese, Travis Simmons, Punwath Prum, Tamlin Pavelsky, John Gardner, Colin J. Gleason, Subhransu Maji (2025). Improving Satellite Imagery Masking using Multi-task and Transfer Learning. IEEE JSTARS.

Luísa Vieira Lucchese, Guilherme Garcia de Oliveira, Olavo Correa Pedrollo (2022). A hybrid Random Forests and Artificial Neural Networks Bagging Ensemble for Landslide Susceptibility Modelling. Geocarto International.

Luísa Vieira Lucchese, Guilherme Garcia de Oliveira, Olavo Correa Pedrollo (2021). Mamdani fuzzy inference systems and artificial neural networks for landslide susceptibility mapping. NHAZ.

Cite DOI Full-text on ResearchGate (courtesy of Springer Nature)

Luísa Vieira Lucchese, Guilherme Garcia de Oliveira, Olavo Correa Pedrollo (2021). Investigation of the influence of nonoccurrence sampling on landslide susceptibility assessment using Artificial Neural Networks. Catena.

Cite DOI Accepted Manuscript

Leonardo Romero Monteiro, Luísa Vieira Lucchese, Edith Beatriz Camano Schettini (2020). Comparison between hydrostatic and total pressure simulations of dam-break flows. JHR.

Luísa Vieira Lucchese, Guilherme Garcia de Oliveira, Olavo Correa Pedrollo (2020). Attribute selection using correlations and principal components for artificial neural networks employment for landslide susceptibility assessment. Env. Mon. Assess..

Cite DOI Full-text on ResearchGate (courtesy of Springer Nature)

Luísa Vieira Lucchese, Leonardo Romero Monteiro, Edith Beatriz Camano Schettini, Jorge Hugo Silvestrini (2019). Direct Numerical Simulations of turbidity currents with Evolutive Deposit Method, considering topography updates during the simulation. CAGEO.