Laurindo Antônio Guasselli

Random forest and artificial neural networks in landslide susceptibility modeling: a case study of the Fão River Basin, Southern Brazil

Guilherme Garcia de Oliveira, Luis Fernando Chimelo Ruiz, Laurindo Antônio Guasselli et al. · Natural Hazards · 2019 · 75 citations

Hydrogeology, Rock Slide, Engineering +12

Artificial neural networks applied to landslide susceptibility: The effect of sampling areas on model capacity for generalization and extrapolation

Samuel Gameiro, Eduardo Samuel Riffel, Guilherme Garcia de Oliveira et al. · Applied Geography · 2021 · 41 citations

Geotechnical Engineering, Rock Slide, Engineering +11

Object-based classification of vegetation species in a subtropical wetland using Sentinel-1 and Sentinel-2A images

Luis Fernando Chimelo Ruiz, Laurindo Antônio Guasselli, João Paulo Delapasse Simioni et al. · Science of Remote Sensing · 2021 · 37 citations · Full text

Precision Agriculture, Environmental Monitoring, Engineering +23

Probabilistic modelling of wildfire occurrence based on logistic regression, Niassa Reserve, Mozambique

Eufrásio João Sozinho Nhongo, Denise Cybis Fontana, Laurindo Antônio Guasselli et al. · Geomatics Natural Hazards and Risk · 2019 · 31 citations · Full text

Engineering, Land Use, Burned Area Mapping +15

A comparison of data mining techniques and multi-sensor analysis for inland marshes delineation

João Paulo Delapasse Simioni, Laurindo Antônio Guasselli, Guilherme Garcia de Oliveira et al. · Wetlands Ecology and Management · 2020 · 27 citations

Coastal Management, Environmental Monitoring, Multi-sensor Analysis +8