This page has direct links to large datasets (point clouds, RPA images). If you are looking for the scripts and codes that go alogn with our articles, they are in GitHub, both in the SPAMLab Repo and in Prof. Grohmann’s Repo.
The map below shows the distribution of the datasets. Click on any rectangle to see more information about it.
Datasets lists
Coelho, R.D., Frugis, G.L., Viana, C.D., Grohmann, C.H. (2025). High-resolution Digital Terrain Model and Land-surface Parameters of São Sebastião, southeastern Brazil (1.0).
Zenodo
Data provided by FAPESP grant 2023/11197-1.
https://doi.org/10.5281/zenodo.16903678 (version 1)
Frugis, G.L., Coelho, R.D., Viana, C.D., Grohmann, C.H.(2025). High-resolution Digital Terrain Model and Land-surface Parameters of Ilhabela, southeastern Brazil (1.0)
Zenodo
Data provided by FAPESP grant 2023/11197-1.
https://doi.org/10.5281/zenodo.16903853 (version 1)
Grohmann, C. H. (2025). Caverna do Diabo (Cav. da Tapagem / Devil’s Cave) - Point Clouds
Zenodo
Data provided by FAPESP grant 2016/06628-0
https://doi.org/10.5281/zenodo.14860981
Coelho, R. D., Grohmann, C. H., Viana, C. D., Dias, V. (2024). Landslides of the 2023 summer event of São Sebastião, southeastern Brazil. Vector dataset (polygons and points).
Zenodo
Data provided by FAPESP grant 2023/11197-1.
https://doi.org/10.5281/zenodo.11120078 (version 2)
Grohmann, C.H., 2023. Viana Beach, Ilhabela, Brazil. UAV Image Collection.
Zenodo
Data provided by FAPESP grant 2019/26568-0.
https://doi.org/10.5281/zenodo.18418466
Grohmann, C.H., Viana, C.D., Garcia, G.P.B., Albuquerque, R.W., Barale, F., Ferretti, F.A., 2022. Jardim Garcia quarry. RPA images, 3D mesh and point coud.
Zenodo
Data provided by FAPESP grant 2016/06628-0.
https://doi.org/10.5281/zenodo.7220755
Grohmann, C.H. and Gomes, F., 2022. Digital Terrain and Surface Models of São Paulo.
Kaggle
https://doi.org/10.34740/KAGGLE/DS/1915612
Grohmann, C.H., 2022. CEU Paz, São Paulo State, Brazil. UAV Image Collection.
GeoNadir.com
Data provided by FAPESP grant 2019/26568-0.
https://data.geonadir.com/project-details/339
Grohmann, C.H., 2022. Santa Madalena I (Jardim Elba), São Paulo State, Brazil. UAV Image Collection.
GeoNadir.com
Data provided by FAPESP grant 2019/26568-0.
https://data.geonadir.com/project-details/339
Lana, J.C., Jesus, D., Antonelli, T., 2021. Guia de procedimentos técnicos do Departamento de Gestão Territorial: setorização de áreas de risco geológico.
Repositório Institucional de Geociências - Serviço Geológico do Brasil
https://rigeo.cprm.gov.br/jspui/handle/doc/22262
Grohmann, C.H., 2021. Lagoinha Landslide, São Paulo State, Brazil. UAV Image Collection.
GeoNadir.com
Data provided by FAPESP grant 2016/06628-0.
https://data.geonadir.com/project-details/339
Grohmann, C.H., 2021. Toque-Toque Grande Landslide, São Paulo State, Brazil. UAV Image Collection.
GeoNadir.com
Data provided by FAPESP grant 2019/26568-0.
https://data.geonadir.com/project-details/339
Grohmann, C.H., 2020. Garopaba Dune Field, Santa Catarina State, Brazil. UAV Image Collection.
GeoNadir.com
Data provided by FAPESP grant 2016/06628-0.
https://data.geonadir.com/project-details/339
Grohmann, C.H., Garcia, G.P.B., Affonso, A.A., Albuquerque, R.W., 2019. Garopaba Dune Field, Santa Catarina State, Brazil. TLS point cloud.
OpenTopography.org opentopoID: OTDS.102019.32722.1
Data provided by FAPESP grant 2016/06628-0.
https://doi.org/10.5069/G9CN7228
Grohmann, C.H., 2019. Garopaba Dune Field, Santa Catarina State, Brazil. SfM-MVS point cloud.
OpenTopography.org opentopoID: OTDS.072019.32722.1
Data provided by FAPESP grant 2016/06628-0.
https://doi.org/10.5069/G9DV1H19
Grohmann, C.H., 2019. Lagoinha Landslide, São Paulo State, Brazil. TLS point cloud.
OpenTopography.org opentopoID: OTDS.082019.32723.2
Data provided by FAPESP grant 2016/06628-0.
https://doi.org/10.5069/G90P0X57
Grohmann, C.H., 2019. Lagoinha Landslide, São Paulo State, Brazil. SfM-MVS point cloud.
OpenTopography.org opentopoID: OTDS.082019.32723.1
Data provided by FAPESP grant 2016/06628-0.
https://doi.org/10.5069/G94F1NWJ
Grohmann, C.H., 2010. Coastal Dune Fields of Garopaba and Vila Nova, Santa Catarina State, Brazil.
OpenTopography.org opentopoID: OTLAS.032013.32722.1
Data provided by FAPESP grant 2009/17675-5.
https://doi.org/10.5069/G9DN430Z