Vicens-Miquel, M.; Radin, C.; Nieves, V.; Tissot, P. Towards Resilient Coastal Management: Supervised Learning for Seasonal to Multi-Year Water Level Predictions in Texas Gulf Coast. Ocean & Coastal Management. (Under Review).
Vicens-Miquel, M.; Tissot, P. E.; Colburn, K. F. A.; Williams, D. D.; Starek, M. J.; Pilartes-Congo, J.; Kastl, M.; Stephenson, S.; Medrano, F. A. Machine-Learning Predictions for Total Water Level on a Sandy Beach. Journal of Coastal Research, 41(1), 57–72. DOI: 10.2112/JCOASTRES-D-24-00016.1.
Vicens-Miquel, M.; Tissot, P.; Medrano, F. A. Exploring Deep Learning Methods for Short-Term Tide Gauge Water Level Predictions. Water, 16(20), 2886. DOI: 10.3390/w16202886.
Vicens-Miquel, M.; Tissot, P. E.; Williams, D. D.; Coburn, K. F. A.; Kastl, M.; Stephenson, S. A High-Resolution Spatiotemporal Morphological Dataset: Port Aransas Beach, Texas. Data in Brief, 57, 110948. DOI: 10.1016/j.dib.2024.110948.
Radin, C.; Nieves, V.; Vicens-Miquel, M.; Alvarez-Morales, J. L. Harnessing ML to Decode the Mediterranean’s Climate Canvas and Forecast Sea Level Changes. Climate, 12(8), 127. DOI: 10.3390/cli12080127.
Vicens-Miquel, M.; Williams, D. D.; Tissot, P. E. Analysis of Sandy Beach Morphology Changes and Inundation Events from a High Spatial Temporal Resolution Dataset. Journal of Coastal Research, 40(6), 1001–1018. DOI: 10.2112/JCOASTRES-D-24-00007.1.
White, M.; Vicens-Miquel, M.; Tissot, P.; Krell, E. A 10-Year Metocean Dataset for Laguna Madre, Texas Including for the Study of Extreme Cold Events. Data in Brief. DOI: 10.1016/j.dib.2023.109828.
Vicens-Miquel, M.; Medrano, A.; Tissot, P.; Kamangir, H.; Starek, M. A Deep Learning Based Method to Delineate the Wet/Dry Shoreline and Compute its Elevation Using High-Resolution UAS Imagery. Remote Sensing, 14(23), 5990. DOI: 10.3390/rs14235990.
Pilartes-Congo, J.; Kastl, M.; Starek, M.; Vicens-Miquel, M.; Tissot, P. Implementation of a Zed 2i Stereo Camera for High-Frequency Shoreline Change and Coastal Elevation Monitoring. International Geoscience and Remote Sensing Symposium (IGARSS), Pasadena, CA, USA, July 16–21. DOI: 10.1109/IGARSS52108.2023.10283203.
Vicens-Miquel, M.; Medrano, A.; Tissot, P.; Kamangir, H.; Starek, M. Deep Learning Automatic Detection of the Wet/Dry Shoreline at Fish Pass, Texas. 2022 International Geoscience and Remote Sensing Symposium (IGARSS), Kuala Lumpur, Malaysia, July 17–22. DOI: 10.1109/IGARSS46834.2022.9884633.
Rahnemoonfar, M.; Robin, M.; Vicens-Miquel, M.; Dobbs, D.; Adams, A. Flooded Area Detection from UAV Images Based on Densely Connected Recurrent Neural Networks. International Geoscience and Remote Sensing Symposium (IGARSS), Valencia, Spain, July 22–27. DOI: 10.1109/IGARSS.2018.8517946.