Lucas Pedrosa Soares

Landslide detection in the Himalayas using machine learning algorithms and U-Net

Sansar Raj Meena, Lucas Pedrosa Soares, Carlos Henrique Grohmann et al. · Landslides · 2022 · 185 citations · Full text

Landslide Segmentation with Deep Learning: Evaluating Model Generalization in Rainfall-Induced Landslides in Brazil

Lucas Pedrosa Soares, Helen Cristina Dias, Guilherme Pereira Bento Garcia et al. · Remote Sensing · 2022 · 57 citations · Full text

Rock Slide, Convolutional Neural Network, Engineering +24

Feature-Based Constraint Deep CNN Method for Mapping Rainfall-Induced Landslides in Remote Regions With Mountainous Terrain: An Application to Brazil

Guosen Xu, Yi Wang, Lizhe Wang et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2022 · 45 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

HR-GLDD: a globally distributed dataset using generalized deep learning (DL) for rapid landslide mapping on high-resolution (HR) satellite imagery

Sansar Raj Meena, Lorenzo Nava, Kushanav Bhuyan et al. · Earth system science data · 2023 · 44 citations · Full text

Artificial Intelligence, Earth Observation, Engineering +22

Landslide Segmentation with U-Net: Evaluating Different Sampling Methods and Patch Sizes

Lucas Pedrosa Soares, Helen Cristina Dias, Carlos Henrique Grohmann · arXiv (Cornell University) · 2020 · 35 citations · Full text

Earth Observation, Rock Slide, Engineering +20