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International Geoscience and Remote Sensing Symposium

In 2021 a joint initiative of Belgium and The Netherlands

TU2.MM-12.5

EARLY DETECTION OF WILDFIRES WITH GOES-R TIME-SERIES AND DEEP GRU NETWORK

Yu Zhao, Yifang Ban, Andrea Nascetti, Royal Institute of Technology, Sweden
Session:
Environmental Monitoring and Natural Hazard Mitigation
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Presentation Time:
Tue, 13 Jul, 11:20-11:25 (UTC)
Tue, 13 Jul, 13:20-13:25 Central Europe Summer Time (UTC +2)
Tue, 13 Jul, 19:20-19:25 China Standard Time (UTC +8)
Tue, 13 Jul, 07:20-07:25 Eastern Daylight Time (UTC -4)
Session Co-Chairs:
Yifang Ban, Royal Institute of Technology and Raul Queiroz Feitosa, Pontifical Catholic University of Rio de Janeiro
Session Manager:
Meenal Sharma
Presentation
Discussion
Resources
Session TU2.MM-12
TU2.MM-12.1: FIRE REFERENCE PERIMETERS EXTRACTED FROM SENTINEL-2 DATA FOR VALIDATION OF BURNED AREA PRODUCTS IN AFRICA BIOMES
Matteo Sali, Lorenzo Busetto, Mirco Boschetti, CNR, Italy; Magí Franquesa, Emilio Chuvieco, University of Alcala, Spain; Daniela Stroppiana, CNR, Italy
TU2.MM-12.2: DEFORESTATION DETECTION BASED ON U-NET AND LSTM IN OPTICAL SATELLITE REMOTE SENSING IMAGES
Jie Zhang, Zhibao Wang, Northeast Petroleum University, China; Lu Bai, Ulster University, United Kingdom; Guangfu Song, Northeast Petroleum University, China; Jinhua Tao, Liangfu Chen, University of Chinese Academy of Sciences, China
TU2.MM-12.3: DETECTION AND VOLUME ESTIMATION OF LARGE-SCALE LANDSLIDE IN ABE BAREK, AFGHANISTAN USING NONLINEAR MAPPING OF DEMs
Mujeeb Rahman Atefi, Hiroyuki Miura, Hiroshima University, Japan
TU2.MM-12.4: A NOVEL FOREST DISATER MONITORING METHOD BASED ON FCM AND NEIGHBORHOOD FACTOR GENETIC ALGORITHM USING MULTISPECTRAL DATA
Yang Cao, Wei Feng, Yinghui Quan, Aifeng Ren, Mengdao Xing, Xidian University, China
TU2.MM-12.5: EARLY DETECTION OF WILDFIRES WITH GOES-R TIME-SERIES AND DEEP GRU NETWORK
Yu Zhao, Yifang Ban, Andrea Nascetti, Royal Institute of Technology, Sweden
TU2.MM-12.6: COMPARISON OF OPTICAL AND SAR DATA FOR DEFORESTATION MAPPING IN THE AMAZON RAINFOREST WITH FULLY CONVOLUTIONAL NETWORKS
Mabel Ortega Adarme, Raul Queiroz Feitosa, Jose Bermudez Castro, Patrick Nigri Happ, Pontifical Catholic University of Rio de Janeiro, Brazil; Cláudio Aparecido Almeida, National Institute for Space Research (INPE), Brazil
TU2.MM-12.7: DETECTION OF METHANE EMISSIONS USING PATTERN RECOGNITION
Elyes Ouerghi, Thibaud Ehret, Gabriele Facciolo, Enric Meinhardt-Llopis, Jean-Michel Morel, Université Paris-Saclay, France; Carlo de Franchis, Université Paris-Saclay & Kayrros, France; Thomas Lauvaux, Laboratoire des Sciences du Climat et de l’Environnement, France
TU2.MM-12.8: CORAL BLEACHING DETECTION USING SENTINEL-2B/MSI IMAGES
Bailu Liu, Lei Guan, Ocean University of China, China
TU2.MM-12.9: MULTI-TEMPORAL CHANGES ANALYSIS OF NATURAL VEGETATION COVER USING SERIAL NDVI AND METRIC INDICES: CASE OF TLEMCEN NATIONAL PARK (NORTHWEST OF ALGERIA)
Lotfi Mustapha Kazi-Tani, University of Tlemcen, Algeria; Abderrazak Bannari, Space Pix-Map International Inc., Canada

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