Machine Learning-Based Rockfalls Detection with 3D Point Clouds, Example in the Montserrat Massif (Spain)

Autor: Laura Blanco, David García-Sellés, Marta Guinau, Thanasis Zoumpekas, Anna Puig, Maria Salamó, Oscar Gratacós, Josep Anton Muñoz, Marc Janeras, Oriol Pedraza

Publikováno v: Remote Sensing, Vol 14, Iss 17, p 4306 (2022)

Rock slope monitoring using 3D point cloud data allows the creation of rockfall inventories, provided that an efficient methodology is available to quantify the activity. However, monitoring with high temporal and spatial resolution entails the proce

Externí odkaz: https://doaj.org/article/74224b18af40486cbdf872ff8853422f

Introduction of 3D digital outcrops in the teaching of Earth Science studies at the University of Barcelona: The Sallent case study (Ebro Basin)

Autor: Marco De Matteis, Oscar Gratacós, Oriol Ferrer, Eduard Roca, David Garcia-Sellés, Miguel López-Blanco, Patricia Cabello, Fernando Borràs

One of the elements that have traditionally been used in Earth Sciences and in the social dissemination of geological knowledge is the visit to outcrops. During COVID pandemic, however, the educational community was forced to consider alternatives to

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::c6e9afd154f4c499a91869f0d39dafd3
https://doi.org/10.5194/egusphere-egu23-12159

Contributors

Autor: Carlos Aizprua, Rafael Almeida, Jaime Arias, Juan Pablo Arias artínez, Cesar Arriagada, Patrice Baby, Jean Françoise Ballard, Diego Barba, Roberto Barragán, Matías Barrionuevo, Sebastian Bascuñan, Carlos Becerra, Florencia Bechis, Daniel Bello-Palacios, Wilman Beltrán, Massimo Bonora, Ignacio Brisson, Stéphane Brusset, Mayte Bulnes, Ysabel Calderon, Gérôme Calvès, Greg Cameron, Horacio N. Canelo, José Carballo, Milton Carrero, Emilio Carrillo, Brad Carter, Juan Carvajal-Torres, Claudia Ceballos, Andrés Chalampuente, Juan Francisco Chung Ching, Lucía Ciancio, Guiillermo Corona, Sebastian Corsico, Valentina Cortassa, Martín Cortés, Yimmy Cortés, Federico M. Dávila, Olivier de Mena, Alfredo Disalvo, Juan Pedro Doiny Cabré, Wilmer Espitia, Yudy Estevez, Oriol Ferrer, Joan Flinch, Andres Folguera, Facundo Fuentes, Guillermo Fuentes, Pedro A. Galindo A., Diego García, Jaime Gelvez, Laura Giambiagi, Pablo Giampaoli, Willy Gil, Mario E. Gimenez, Victor Hugo Goitia, Pablo Granado, Oscar Gratacós, Iván Camilo Higuera Díaz, Brian K. Horton, Christian Hurtado, Juan F.P. Iñigo, Martin Iribarne, Andreas Kammer, Jonas Kley, Álvaro Lasso, Rodrigo Limachi, Ramiro G. López, María Agustina López Ordines, Germán Martín, Fernando Martínez, Jaime Martinez, Massimiliano Masini, Lina Maya, David E. Mendoza Ticona, José Mescua, Gary Beccar Montaño, Andrés Mora, Belen Munoz, Josep Anton Muñoz, Francisco Sánchez Nassif, José Olaya, Johan Ortiz, Jose Osorno, Mario Patiño, Daniel Peña, Josep Poblet, Isaid Quintero, Rodrigo Quiroga, Camilo Restrepo, Martin Reyes, Juan M. Reynaldi, Andrés Richard, Jean Claude Ringenbach, Eduard Roca, Emilio Rocha, Indira Rodríguez, Emilio A. Rojas Vera, Alexis Rosero, Oscar Sanchez, Pablo Santolaria, Marco Snidero, Vincenzo Spina, Eliseo Tesón, Assadour D. Torossian, Hodei Uzkeda, Andres Valencia, Andrés Felipe Vargas, Yaniel Vázquez-Taset, Jaume Verges, Rob Vestrum, Oskar Vidal-Royo, Carlos Villamizar, Willem Viveen, Martin B. Walsh, Cesar Witt, Gonzalo Zamora, Tomás Zapata

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::470bc07a291923c9af110c0935830b0d
https://doi.org/10.1016/b978-0-323-85175-6.01002-6

Magnetostratigraphic dating of the Paleogene synorogenic sediments of the NE sector of the Ebro Foreland Basin (Spanish Pyrenees)

Autor: Oscar Gratacós, Eduard Roca, Charlotte Peigney, Alberto Sáez, Luis Valero, Josep Anton Muñoz, Elisabet Beamud

Publikováno v: Digital.CSIC. Repositorio Institucional del CSIC
instname
Digital.CSIC: Repositorio Institucional del CSIC
Consejo Superior de Investigaciones Científicas (CSIC)

vEGU21: Gather Online | 19-30 April 2021
In foreland settings at the front of active orogens, the aggradation/progradation of fluvial fans and sedimentary changes in lacustrine systems depends greatly on the tectonic activity and the derived dra

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::089766403d5357f0dd65431701f6d16f
http://hdl.handle.net/10261/242364

Methodology for rockfall activity identification and Machine Learning classification based on Point Clouds monitoring in Montserrat Massif (Spain)

Autor: Maria Salamó, Oscar Gratacós, Marc Janeras, David Garcia-Sellé, Oriol Pedraza, Laura Blanco, Marta Guinau, Josep Anton Muñoz, Nicolas Pascual, Anna Puig

In recent years, different techniques and devices (LIDAR, photogrammetry, UAVs or hyperspectral sensors….) have been used to acquire large amounts of data for the study of the earth’s surface offering high temporal, spatial and spectral resolutio

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::d361a8ae93cf51942e0efe40dbddd975
https://doi.org/10.5194/egusphere-egu2020-5783