Repo for data sharing. Open Science!
1 - Code for Paper - Soares, L.P., Dias, H.C., Garcia, G.P.B., Grohmann, C.H., 2022 - Landslide Segmentation with Deep Learning: Evaluating Model Generalization in Rainfall-Induced Landslides in Brazil. (Link to repo)
Final paper published in Remote Sensing (Open Access). DOI: https://doi.org/10.3390/rs14092237
2 - Code for Preprint - Soares, L.P., Dias, H.C., Grohmann, C.H., 2020 - Landslide Segmentation with U-Net: Evaluating Different Sampling Methods and Patch Sizes (Link to repo)
Preprint available in ArXiv. DOI: https://doi.org/10.48550/arXiv.2007.06672
3 - Code for Paper - Relict landslide detection in rainforest areas using a combination of k-means clustering algorithm and Deep-Learning semantic segmentation models (Link to repo)
Preprint available in ArXiv. DOI: https://doi.org/10.48550/arXiv.2208.02693
4 - Data for Paper - Grohmann, C.H., Viana, C.D., Garcia, G.P.B., Albuquerque, R.W., 2023 - Remotely Piloted Aircraft‐based automated vertical surface survey (Link to repo)
Final paper published in MethodsX (Open Access). DOI: https://doi.org/10.1016/j.mex.2022.101982