TUP.P10.6

MACHINE LEARNING FOR SPATIOTEMPORAL MAPPING AND MONITORING OF MANGROVES AND SHORELINE CHANGES ALONG A COASTAL ARID REGION

Diena Aldogom, Basma Samour, University of Dubai, United Arab Emirates; Meera Al Shamsi, Saeed AlMansoori, Mohammed bin Rashid Space Centre, United Arab Emirates; Nour Aburaed, Mohammad Sami Zitouni, University of Dubai, United Arab Emirates
Session:
TUP.P10: Change Detection Applications I Poster
Track:
Data Analysis
Location:
Poster Area 10
Presentation Time:
Tue, 18 Jul, 14:15 - 15:45 Pacific Time (UTC -8)
Session Chair:
Fabio Pacifici, Maxar Technologies
Session Managers:
Ge Jiang and Lanying Wang and Ayoti Banerjee and Shubham Awasthi
Presentation
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Discussion
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Resources
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Session TUP.P10
TUP.P10.1: SWIM STUDY OF THE DETECTABILITY OF INTERNAL SOLITARY WAVES
Ruixue Sun, First Institute of Oceanography, Ministry of Natural Resources/China University of Petroleum (Huadong), China; Junmin Meng, First Institute of Oceanography, Ministry of Natural Resources, China; Ying Xu, National Satellite Ocean Application Service, China; Chenqing Fan, First Institute of Oceanography, Ministry of Natural Resources, China; Huisheng Wu, China University of Petroleum (Huadong), China
TUP.P10.2: IMPLEMENTATION OF A ZED 2I STEREO CAMERA FOR HIGH-FREQUENCY SHORELINE CHANGE AND COASTAL ELEVATION MONITORING
José Pilartes-Congo Jr, Matthew Kastl, Michael J. Starek, Marina Vicens-Miquel, Philippe Tissot, Texas A&M University-Corpus Christi, United States
TUP.P10.3: DRONE LIDAR AND SATELITE INSAR FOR LANDSLIDE ASSESSMENT ON A HEAVILY FORESTED MOUNTAIN
Dwayne Tannant, University of British Columbia, Canada; Vishal Mishra, IIT Roorkee, India; Scott Robbins, Wyatt Park, GeoPacific Consultants, Canada
TUP.P10.4: EARLY WILDFIRE DETECTION BASED ON TEMPORAL, SPATIAL AND SPECTRAL INFORMATION FUSION
Qiang Zhang, Jian Zhu, Dalian Maritime University, China
TUP.P10.5: ESTIMATION OF LANDSLIDES DUE TO THE COMBINED DISASTER OF EARTHQUAKE AND HEAVY RAINFALL USING MULTI-TEMPORAL LIDAR DATA
Wen Liu, Yoshihisa Maruyama, Chiba University, Japan; Fumio Yamazaki, National Research Institute for Earth Science and Disaster Resilience, Japan
TUP.P10.6: MACHINE LEARNING FOR SPATIOTEMPORAL MAPPING AND MONITORING OF MANGROVES AND SHORELINE CHANGES ALONG A COASTAL ARID REGION
Diena Aldogom, Basma Samour, University of Dubai, United Arab Emirates; Meera Al Shamsi, Saeed AlMansoori, Mohammed bin Rashid Space Centre, United Arab Emirates; Nour Aburaed, Mohammad Sami Zitouni, University of Dubai, United Arab Emirates
TUP.P10.7: AN UNSUPERVISED MACHINE LEARNING APPROACH TO DERIVE THREE-DIMENSIONAL DISPLACEMENT FROM REPEAT TOPOGRAPHY MEASUREMENTS, FELS SLIDE, ALASKA
Farnoush Hosseini, Wyatt Gronnemose, Bernhard Rabus, Simon Fraser University, Canada
TUP.P10.8: RAPID FOREST FIRE DETECTION USING RELATIVE DIFFERENCE IN NDVI FROM SENTINEL-2 IMAGES IN NURISTAN, AFGHANISTAN
Mujeeb Rahman Atefi, Nippon Engineering Consultants Company, Japan; Hiroyuki Miura, Hiroshima University, Japan
TUP.P10.9: TEMPORAL AND SPATIAL VARIATIONS OF ATMOSPHERIC AMMONIA (NH3) CONCENTRATION OVER EAST ASIA FROM SATELLITE OBSERVATION
Haklim Choi, Kyungpook National University, South Korea; Jeong-Ho Bae, Mi Eun Park, Korea Meteorological Administration, South Korea
TUP.P10.10: MONITORING THERMAL SIGNS OF SUBMARINE VOLCANIC ERUPTIONS BY MEANS OF INFRARED GEOSTATIONARY SATELLITE DATA
Nicola Pergola, Alfredo Falconieri, National Research Council, Italy; Nicola Genzano, University of Basilicata, Italy; Francesco Marchese, National Research Council, Italy; Valerio Tramutoli, University of Basilicata, Italy
TUP.P10.11: STUDY AND IMPACT ANALYSIS OF DATASET SHIFT IN DEEP LEARNING-BASED ATMOSPHERIC CORRECTION
Maitrik Shah, Mehul Raval, Srikrishnan Divakaran, Pragnesh Patel, Ahmedabad University, India
Resources
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