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. Total Water Level Predictions for a Sandy Beach: Camera-Based Measurements and an Operational Machine-Learning Model. Oral presentation at the American Meteorological Society Annual Meeting, New Orleans, LA, USA, January 12–16.
Estrada, B.; Tissot, P.; Vicens-Miquel, M. Machine Learning Based Water Level Predictions for Southern Florida. Poster presentation at the American Meteorological Society Annual Meeting, New Orleans, LA, USA, January 12–16.
Alonzo, J.; Tissot, P.; Beasley, A.; Vicens-Miquel, M.; Shelly, R. J.; Tissot, F. Deployment of Lower Cost Water Level Sensors and Machine Learning Models for Local Coastal Inundation Monitoring and Predictions. Oral presentation at the American Meteorological Society Annual Meeting, New Orleans, LA, USA, January 12–16.
Fuentes, F.; Tissot, P.; Vicens-Miquel, M. Machine Learning Inland Compound Flooding Predictions for Corpus Christi, Texas. Oral presentation at the American Meteorological Society Annual Meeting, New Orleans, LA, USA, January 12–16.
Tissot, P.; Alonzo, J.; Shelly, R. J.; Beasley, A.; Vicens-Miquel, M. Machine Learning and Lower Cost Water Level Sensors for Coastal Inundation Monitoring and Predictions. Oral presentation at the Coastal Resilience & Adaptation Conference, Virtual, September 18–19.
Vicens-Miquel, M.; Tissot, P.; Medrano, A. Performance and Comparison of Seq2Seq and Transformer Model Architectures for the Prediction of Water Levels from Hours to Days. Oral presentation at the American Meteorological Society Annual Meeting, Baltimore, MD, USA, January 28–February 1.
Vicens-Miquel, M.; Radin, C.; Nieves, V.; Tissot, P.; Medrano, A. Empowering Coastal Resilience: A Multi-Layer Perceptron Approach for Subseasonal-to-Seasonal Sea Level Predictions in the Gulf of Mexico. Poster presentation at the American Meteorological Society Annual Meeting, Baltimore, MD, USA, January 28–February 1.
White, M.; Vicens-Miquel, M.; Marrero, H.; Tissot, P.; Woodall, C.; Duff, C.; Colburn, B. Uncertainty Quantification of the Onset and Offset of Cold-Stunning Events Using AI Ensemble Methods. Poster presentation at the American Meteorological Society Annual Meeting, Baltimore, MD, USA, January 28–February 1.
Colburn, K.; Vicens-Miquel, M.; Tissot, P. The Use of Oblique Imagery and Ground Elevation Surveys to Generate a Time Series of Wet/Dry Shoreline Elevations. Poster presentation at the American Meteorological Society Annual Meeting, Baltimore, MD, USA, January 28–February 1.
Ehrke, C.; Tissot, P.; Vicens-Miquel, M.; Estrada, B.; Mukai, K.; Glazer, B. Estimation of Wave Height from Standard Deviation of Water Level Measured by a Low-Cost Water Level Sensor. Poster presentation at the American Meteorological Society Annual Meeting, Baltimore, MD, USA, January 28–February 1.
Woodall, J.; White, M.; Marrero, H.; Vicens-Miquel, M.; Tissot, P. Exploring Cross-Validation Techniques for ML Predictions of Rare Cold-Stunning Events. Poster presentation at the American Meteorological Society Annual Meeting, Baltimore, MD, USA, January 28–February 1.
Vicens-Miquel, M.; Radin, C.; Nieves, V.; Tissot, P.; Medrano, A. Advancing Coastal Inundation Frequency Predictions with an AI-based Sub-seasonal to Multi-year Water Level Model in the Gulf of Mexico. Poster presentation at the AGU Fall Meeting 2023, San Francisco, CA, USA, December 11–15.
Vicens-Miquel, M.; Tissot, P.; Medrano, A. Deep Learning Architectures for Short-Term Water Level Predictions. Oral presentation at the 2023 ASBPA National Coastal Conference, Provide, RI, USA, October 10–13.
Tissot, P.; White, M.; Vicens-Miquel, M.; Kamangir, H.; Krell, E.; Kastl, M.; Estrada, B.; Colburn, K.; Stephenson, S.; Alonzo, J.; Flores, E.; Duff, C.; Woodall, J.; Marrero-Colominas, H.; DeSimone, A.; Beasley, A.; Nguyen, S.; King, S.; Medrano, A. Coastal Artificial Intelligence and the AI2ES NSF AI Institute. Oral presentation at the 2023 ASBPA National Coastal Conference, Provide, RI, USA, October 10–13.
White, M.; Duff, C.; Marrero, H.; Woodall, J.; Vicens-Miquel, M.; Tissot, P. AI Ensemble Predictions for Cold-Stunning Events in the Shallow Laguna Madre, TX. Oral presentation at the 2023 ASBPA National Coastal Conference, Provide, RI, USA, October 10–13.
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. Poster presentation at the International Geoscience and Remote Sensing Symposium (IGARSS), Pasadena, CA, USA, July 16–21.
Vicens-Miquel, Marina; Tissot, Philippe; Medrano, Antonio. Physics-Based Deep Learning Architectures for Water Level Predictions. Oral presentation at the American Association of Geographers Annual Meeting, Denver, CO, USA, March 23-27.
Vicens-Miquel, Marina; Tissot, Philippe; Medrano, Antonio. Artificial Intelligence for Coastal Inundation Predictions. Oral presentation at the Coastal Bend Bays Foundation Coastal Issues Forum, Corpus Christi, TX, USA, March 6.
Pilartes-Congo, Jose; Starek, Michael; Vicens-Miquel, Marina; Tissot, Philippe. Implementation of a ZED 2i Stereo Camera for Frequent and Localized Coastal Mapping. Oral presentation at the 2023 ASPRS Annual Conference at Geo Week, Denver, CO, USA, February 13-15.
Vicens-Miquel, Marina; Medrano, Antonio; Tissot, Philippe; Kamangir, Hamid. Deep Learning Architectures for Water Level Predictions. Oral presentation at the American Meteorological Society Annual Meeting, Denver, CO, USA, January 8-12.
White, Miranda; Tissot, Philippe; Vicens-Miquel, Marina; Marrero, Hector; Duff, Christian; Woodall, Jarett; King, Scott; Williams, John; Colburn, Brian. AI Ensemble Predictions for Cold Stunning Events in the Shallow Laguna Madre. Poster presentation at the American Meteorological Society Annual Meeting, Denver, CO, USA, January 8-12.
Kastl, Matthew; Mahlke, Hugo; Pilartes-Congo, Jose; Vicens-Miquel, Marina; Salazar, Josh; Nguyen, Son; Tissot, Philippe. Pier Mounted Stereo Cameras to Measure Time Series of Total Water Levels. Poster presentation at the American Meteorological Society Annual Meeting, Denver, CO, USA, January 8-12.
Duff, Christian; Woodall, Jarett; Tissot, Philippe; White, Miranda; Vicens-Miquel, Marina. Long Short-Term Memory Predictions of Water Temperature for Cold Stunning Events. Poster presentation at the American Meteorological Society Annual Meeting, Denver, CO, USA, January 8-12.
Marines, Ashley; Ramirez, Dante; Vicens-Miquel, Marina; Tissot, Philippe. Comparison of Machine Learning Models for Prediction of Water Level at Tide Gauge. Poster presentation at the American Meteorological Society Annual Meeting, Denver, CO, USA, January 8-12.
Millien, Judy; Edwards, Davey; Colburn, Katie; Vicens-Miquel, Marina; Pilartes-Congo, Jose; Stephenson, Savannah; Tissot, Philippe. Change Analysis of Time Series of Beach Digital Elevation Models and Shoreline Wet/Dry Lines. Poster presentation at the American Meteorological Society Annual Meeting, Denver, CO, USA, January 8-12.
Colburn, Katie; Tissot, Philippe, Vicens-Miquel, Marina. Comparison of Human Delineated Ocean Beach Wet/Dry Shorelines with AI Predictions. Poster presentation at the American Meteorological Society Annual Meeting, Denver, CO, USA, January 8-12.
Pilartes-Congo, Jose; Vicens-Miquel, Marina; Starek, Michael; Tissot, Philippe. Application of Close-Range Stereophotogrammetry for Predicting Coastal Inundation. Poster presentation at the American Meteorological Society Annual Meeting, Denver, CO, USA, January 8-12.
Vicens-Miquel, Marina; Medrano, Antonio; Tissot, Philippe; Kamangir, Hamid; Starek, Michael. Generalized Model for Wet/Dry Shoreline Detection and Total Water Level Elevation Using Deep Learning. Poster presentation at the AGU Fall Meeting 2022, Chicago, IL, USA, December 12-16.
Pilartes-Congo, Jose; Vicens-Miquel, Marina; Garcia, Isabel; Starek, Michael; Tissot, Philippe. Examining Different Photogrammetry and LiDAR Methodologies for Monitoring Coastal Elevation and Shoreline Changes. Poster presentation at the AGU Fall Meeting 2022, Chicago, IL, USA, December 12-16.
Vicens-Miquel, Marina; Tissot, Philippe; Medrano, Antonio. Deep Learning Architectures to Improve Coastal Water Level Predictions. Oral presentation at the 2022 ASBPA National Coastal Conference, Long Beach, CA, USA, September 13-16.
Vicens-Miquel, Marina; Medrano, Antonio; Tissot, Philippe; Kamangir, Hamid; Starek, Michael. Generalized Model for Wet/Dry Shoreline Detection Using Deep Learning. Poster presentation at the 2022 ASBPA National Coastal Conference, Long Beach, CA, USA, September 13-16.
Pilartes-Congo, José; Vicens-Miquel, Marina; Kastl, Matthew; Starek, Michael; Tissot, Philippe. Monitoring Changes in Shoreline and Coastal Elevation Using a ZED 2i Stereo Camera. Poster presentation at the 2022 ASBPA National Coastal Conference, Long Beach, CA, USA, September 13-16.
Vicens-Miquel, Marina; Medrano, Antonio; Tissot, Philippe; Kamangir, Hamid; Starek, Michael. Deep Learning Automatic Detection of the Wet/Dry Shoreline at Fish Pass, Texas. Oral presentation at the 2022 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Kuala Lumpur, Malaysia, July 17-22.
Vicens-Miquel, Marina; Medrano, Antonio; Tissot, Philippe; Kamangir, Hamid; Starek, Michael. Deep Learning Generalized Model for Wet/Dry Shoreline Detection. Oral presentation at the 2022 Texas Coastal Symposium, Corpus Christi, TX, USA, April 14.
Vicens-Miquel, Marina; Medrano, Antonio; Tissot, Philippe; Kamangir, Hamid; Starek, Michael. Georeferenced AI Wet/Dry Shoreline Detection using UAV Imagery. Oral presentation at the ESRI Imagery and Remote Sensing Summit, Virtual, March 31.
Vicens-Miquel, Marina; Medrano, Antonio; Tissot, Philippe; Kamangir, Hamid; Starek, Michael. Automated Wet/Dry Shoreline Delineation Using Deep Learning. GeoAI and CyberGIS for Advancing Spatial Decision Making. Oral presentation at the American Association of Geographers Annual Meeting, New York, NY, USA, February 25 – March 1.
Vicens-Miquel, Marina; Medrano, Antonio; Tissot, Philippe; Kamangir, Hamid; Starek, Michael. Deep Learning Wet/Dry Shoreline Detection Using UAV Imagery. Oral presentation at the American Meteorological Society Annual Meeting, Houston, TX, USA, January 23-27.
Vicens-Miquel, Marina; Medrano, Antonio; Tissot, Philippe; Kamangir, Hamid; Starek, Michael. Wet/Dry Shoreline Detection Using Deep Learning. Oral presentation at the 2021 ASBPA National Coastal Conference, New Orleans, LA, USA, September 28 – October 1.
Rahnemoonfar, Maryam; Robin, Murphy; Vicens-Miquel, Marina; Dobbs, Dugan; Adams, Ashton. Flooded Area Detection From UAV Images Based on Densely Connected Recurrent Neural Networks. Oral presentation at the 2018 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Valencia, Spain, July 22-27.