Predicting beach profiles with machine learning from offshore wave reflection spectra.

Rafael Almar https://scholar.google.com/citations?user=Jje_grYAAAAJ https://orcid.org/0000-0001-5842-658X https://www.wikidata.org/entity/Q59191045

Elsa Disdier Rafael Almar Rachid Benshila Mahmoud Al Najar Romain Chassagne Debajoy Mukherjee Dennis G. Wilson Predicting beach profiles with machine learning from offshore wave reflection spectra. 106221 2025 183 Environ. Model. Softw. https://doi.org/10.1016/j.envsoft.2024.106221 db/journals/envsoft/envsoft183.html#DisdierABNCMW25 streams/journals/envsoft

Erwin W. J. Bergsma Adrien N. Klotz Stephanie Artigues Marcan Graffin Anna Prenowitz Jean-Marc Delvit Rafael Almar Shoreliner: A Sub-Pixel Coastal Waterline Extraction Pipeline for Multi-Spectral Satellite Optical Imagery. 2795 2024 August 16 Remote. Sens. 15 https://doi.org/10.3390/rs16152795 db/journals/remotesensing/remotesensing16.html#BergsmaKAGPDA24 streams/journals/remotesensing

Adélaïde Taveneau Rafael Almar Erwin W. J. Bergsma Cheikh Omar Tidjani Cissé Boubou Aldiouma Sy Abdoulaye Ndour Monitoring Temporal Sandbar and Shoreline Changes at Saint Louis, Senegal: Using Sentinel-2 Imagery (2015-2022). 3551 2024 October 16 Remote. Sens. 19 https://doi.org/10.3390/rs16193551 db/journals/remotesensing/remotesensing16.html#TaveneauABCSN24 streams/journals/remotesensing

Siegmund Nuyts Rafael Almar Denis Morichon Solène Dealbera Aritz Abalia Jennifer Montaño Muñoz Grégoire O. Abessolo Vincent Regard CoastCams: A MATLAB toolbox making accessible estimations of nearshore processes, mean water levels, and morphology from timestack images. 105800 2023 October 168 Environ. Model. Softw. https://doi.org/10.1016/j.envsoft.2023.105800 db/journals/envsoft/envsoft168.html#NuytsAMDAMAR23

Mahmoud Al Najar Gregoire Thoumyre Erwin W. J. Bergsma Rafael Almar Rachid Benshila Dennis G. Wilson Satellite derived bathymetry using deep learning. 1107-1130 2023 April 112 Mach. Learn. 4 https://doi.org/10.1007/s10994-021-05977-w db/journals/ml/ml112.html#NajarTBABW23

Rafael Almar Dennis Wilson Jean-Marc Delvit Editorial for Special Issue: "How the Combination of Satellite Remote Sensing with Artificial Intelligence Can Solve Coastal Issues". 2897 2023 15 Remote. Sens. 11 https://doi.org/10.3390/rs15112897 db/journals/remotesensing/remotesensing15.html#AlmarWD23

Rachid Benshila Youssra El Bennioui Gregoire Thoumyre Rafael Almar Erwin W. J. Bergsma Mahmoud Al Najar Jean-Marc Delvit Dennis G. Wilson Coastal Bathymetry Estimation from Sentinel-2 Satellite Imagery: Comparing Deep Learning and Physics-Based Approaches. 1196 2022 14 Remote. Sens. 5 https://doi.org/10.3390/rs14051196 db/journals/remotesensing/remotesensing14.html#BenshilaBTABNDW22

Rafael Almar Erwin W. J. Bergsma Katherine L. Brodie Andrew Spicer Bak Stephanie Artigues Solange Lemai-Chenevier Guillaume Cesbron Jean-Marc Delvit Coastal Topo-Bathymetry from a Single-Pass Satellite Video: Insights in Space-Videos for Coastal Monitoring at Duck Beach (NC, USA). 1529 2022 14 Remote. Sens. 7 https://doi.org/10.3390/rs14071529 db/journals/remotesensing/remotesensing14.html#AlmarBBBALCD22

Matthijs Gawehn Rafael Almar Erwin W. J. Bergsma Sierd de Vries Stefan Aarninkhof Depth Inversion from Wave Frequencies in Temporally Augmented Satellite Video. 1847 2022 14 Remote. Sens. 8 https://doi.org/10.3390/rs14081847 db/journals/remotesensing/remotesensing14.html#GawehnABVA22

Rafael Almar Erwin W. J. Bergsma Patricio A. Catalán Rodrigo Cienfuegos Leandro Suarez Felipe Lucero Alexandre Nicolae Lerma Franck Desmazes Eleonora Perugini Margaret L. Palmsten C. Chris Chickadel Correction: Almar et al. Sea State from Single Optical Images: A Methodology to Derive Wind-Generated Ocean Waves from Cameras, Drones and Satellites. Remote Sens. 2021, 13, 679. 3120 2022 14 Remote. Sens. 13 https://doi.org/10.3390/rs14133120 db/journals/remotesensing/remotesensing14.html#AlmarBCCSLLDPPC22

Mahmoud Al Najar Rafael Almar Erwin W. J. Bergsma Jean-Marc Delvit Dennis G. Wilson Genetic improvement of shoreline evolution forecasting models. 1916-1923 2022 GECCO Companion https://doi.org/10.1145/3520304.3534041 https://www.wikidata.org/entity/Q131126923 conf/gecco/2022c db/conf/gecco/gecco2022c.html#NajarABDW22

Rafael Almar Erwin W. J. Bergsma Patricio A. Catalán Rodrigo Cienfuegos Leandro Suarez Felipe Lucero Alexandre Nicolae Lerma Franck Desmazes Eleonora Perugini Margaret L. Palmsten C. Chris Chickadel Sea State from Single Optical Images: A Methodology to Derive Wind-Generated Ocean Waves from Cameras, Drones and Satellites. 679 2021 13 Remote. Sens. 4 https://doi.org/10.3390/rs13040679 db/journals/remotesensing/remotesensing13.html#AlmarBCCSLLDPPC21

Adélaïde Taveneau Rafael Almar Erwin W. J. Bergsma Boubou Aldiouma Sy Abdoulaye Ndour Mamadou Sadio Thierry Garlan Observing and Predicting Coastal Erosion at the Langue de Barbarie Sand Spit around Saint Louis (Senegal, West Africa) through Satellite-Derived Digital Elevation Model and Shoreline. 2454 2021 13 Remote. Sens. 13 https://doi.org/10.3390/rs13132454 db/journals/remotesensing/remotesensing13.html#TaveneauABSNSG21

Rafael Almar Erwin W. J. Bergsma Gregoire Thoumyre Mohamed Wassim Baba Guillaume Cesbron Christopher Daly Thierry Garlan Anne Lifermann Global Satellite-Based Coastal Bathymetry from Waves. 4628 2021 13 Remote. Sens. 22 https://doi.org/10.3390/rs13224628 db/journals/remotesensing/remotesensing13.html#AlmarBTBCDGL21

Mohamed Wassim Baba Gregoire Thoumyre Erwin W. J. Bergsma Christopher J. Daly Rafael Almar Deriving Large-Scale Coastal Bathymetry from Sentinel-2 Images Using an HIGH-Performance Cluster: A Case Study Covering North Africa's Coastal Zone. 7006 2021 21 Sensors 21 https://doi.org/10.3390/s21217006 db/journals/sensors/sensors21.html#BabaTBDA21

Donatus Bapentire Angnuureng Philip-Neri Jayson-Quashigah Rafael Almar Thomas Christian Stieglitz Edward Jamal Anthony Denis Worlanyo Aheto Kwasi Appeaning Addo Application of Shore-Based Video and Unmanned Aerial Vehicles (Drones): Complementary Tools for Beach Studies. 394 2020 12 Remote. Sens. 3 https://doi.org/10.3390/rs12030394 db/journals/remotesensing/remotesensing12.html#AngnuurengJASAA20

Gael Kamdem De Teyou Yuliya Tarabalka Isabelle Manighetti Rafael Almar Sébastien Tripodi Deep Neural Networks for automatic extraction of features in time series satellite images. 2020 abs/2008.08432 CoRR https://arxiv.org/abs/2008.08432 db/journals/corr/corr2008.html#abs-2008-08432

Erwin W. J. Bergsma Daniel C. Conley Mark A. Davidson Tim J. O'Hare Rafael Almar Storm Event to Seasonal Evolution of Nearshore Bathymetry Derived from Shore-Based Video Imagery. 519 2019 11 Remote. Sens. 5 https://doi.org/10.3390/rs11050519 https://www.wikidata.org/entity/Q128287292 db/journals/remotesensing/remotesensing11.html#BergsmaCDOA19

Luís Pedro Almeida Rafael Almar Erwin W. J. Bergsma Etienne Berthier Paulo Baptista Erwan Garel Olusegun A. Dada Bruna Alves Deriving High Spatial-Resolution Coastal Topography From Sub-meter Satellite Stereo Imagery. 590 2019 11 Remote. Sens. 5 https://doi.org/10.3390/rs11050590 https://www.wikidata.org/entity/Q112653964 db/journals/remotesensing/remotesensing11.html#AlmeidaABBBGDA19

Erwin W. J. Bergsma Rafael Almar Philippe Maisongrande Radon-Augmented Sentinel-2 Satellite Imagery to Derive Wave-Patterns and Regional Bathymetry. 1918 2019 11 Remote. Sens. 16 https://doi.org/10.3390/rs11161918 https://www.wikidata.org/entity/Q127350274 db/journals/remotesensing/remotesensing11.html#BergsmaAM19

Edward Salameh Frédéric Frappart Rafael Almar Paulo Baptista Georg C. Heygster Bertrand Lubac Daniel Raucoules Luís Pedro Almeida Erwin W. J. Bergsma Sylvain Capo Marcello de Michele Déborah Idier Zhen Li Vincent Marieu Adrien Poupardin Paulo A. Silva Imen Turki Benoit Laignel Monitoring Beach Topography and Nearshore Bathymetry Using Spaceborne Remote Sensing: A Review. 2212 2019 11 Remote. Sens. 19 https://doi.org/10.3390/rs11192212 https://www.wikidata.org/entity/Q127198245 db/journals/remotesensing/remotesensing11.html#SalamehFABHLRAB19

Erwin W. J. Bergsma Rafael Almar Philippe Maisongrande Radon-augmentation of Sentinel-II imagery to enhance resolution and visibility of (nearshore) ocean-wave patterns. 7944-7947 2019 IGARSS https://doi.org/10.1109/IGARSS.2019.8898181 conf/igarss/2019 db/conf/igarss/igarss2019.html#BergsmaAM19 Harold Díaz Rafael Almar Erwin W. J. Bergsma Fabien Léger On the use of satellite-based Digital Elevation Models to determine coastal topography. 8201-8204 2019 IGARSS https://doi.org/10.1109/IGARSS.2019.8899189 conf/igarss/2019 db/conf/igarss/igarss2019.html#DiazABL19 Rafael Almar Erwin W. J. Bergsma Philippe Maisongrande Alain Giros Luís Pedro Almeida On the application of a two-dimension spatio-temporal cross-correlation method to inverse coastal bathymetry from waves using a satellite-based video sequence. 8205-8208 2019 IGARSS https://doi.org/10.1109/IGARSS.2019.8899819 conf/igarss/2019 db/conf/igarss/igarss2019.html#AlmarBMGA19

Raimundo Ibaceta Rafael Almar Patricio A. Catalán Chris E. Blenkinsopp Luís Pedro Almeida Rodrigo Cienfuegos Assessing the Performance of a Low-Cost Method for Video-Monitoring the Water Surface and Bed Level in the Swash Zone of Natural Beaches. 49 2018 10 Remote. Sens. 1 https://doi.org/10.3390/rs10010049 db/journals/remotesensing/remotesensing10.html#IbacetaACBAC18

Pierre Dérian Rafael Almar Wavelet-Based Optical Flow Estimation of Instant Surface Currents From Shore-Based and UAV Videos. 5790-5797 2017 55 IEEE Trans. Geosci. Remote. Sens. 10 https://doi.org/10.1109/TGRS.2017.2714202 db/journals/tgrs/tgrs55.html#DerianA17

Stefan Aarninkhof Aritz Abalia Grégoire O. Abessolo Kwasi Appeaning Addo Denis Worlanyo Aheto Luís Pedro Almeida Bruna Alves Donatus Bapentire Angnuureng Edward Jamal Anthony Stephanie Artigues Mohamed Wassim Baba Andrew Spicer Bak Paulo Baptista Youssra El Bennioui Rachid Benshila Erwin W. J. Bergsma Etienne Berthier Chris E. Blenkinsopp Katherine L. Brodie Sylvain Capo Patricio A. Catalán Guillaume Cesbron Romain Chassagne C. Chris Chickadel Rodrigo Cienfuegos Cheikh Omar Tidjani Cissé Daniel C. Conley Olusegun A. Dada Christopher Daly Christopher J. Daly Mark A. Davidson Solène Dealbera Jean-Marc Delvit Pierre Dérian Franck Desmazes Harold Díaz Elsa Disdier Frédéric Frappart Erwan Garel Thierry Garlan Matthijs Gawehn Alain Giros Marcan Graffin Georg C. Heygster Raimundo Ibaceta Déborah Idier Philip-Neri Jayson-Quashigah Adrien N. Klotz Benoit Laignel Fabien Léger Solange Lemai-Chenevier Alexandre Nicolae Lerma Zhen Li Anne Lifermann Bertrand Lubac Felipe Lucero Philippe Maisongrande Isabelle Manighetti Vincent Marieu Marcello de Michele Denis Morichon Debajoy Mukherjee Jennifer Montaño Muñoz Mahmoud Al Najar Abdoulaye Ndour Siegmund Nuyts Tim J. O'Hare Margaret L. Palmsten Eleonora Perugini Adrien Poupardin Anna Prenowitz Daniel Raucoules Vincent Regard Mamadou Sadio Edward Salameh Paulo A. Silva Thomas Christian Stieglitz Leandro Suarez Boubou Aldiouma Sy Yuliya Tarabalka Adélaïde Taveneau Gael Kamdem De Teyou Gregoire Thoumyre Sébastien Tripodi Imen Turki Sierd de Vries Dennis WilsonDennis G. Wilson