International Geoscience and Remote Sensing Symposium

In 2021 a joint initiative of Belgium and The Netherlands

WE2.MM-8: Classification and Clustering of Satellite Image Time Series
Wed, 14 Jul, 11:00 - 12:10 (UTC)
Wed, 14 Jul, 13:00 - 14:10 Central Europe Summer Time (UTC +2)
Wed, 14 Jul, 19:00 - 20:10 China Standard Time (UTC +8)
Wed, 14 Jul, 07:00 - 08:10 Eastern Standard Time (UTC -4)
Session Chair: Begüm Demir, Technische Universität Berlin
Session Manager: Greg Hurlock
Track: Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)

WE2.MM-8.1: USING THE GAF TRANSFORM AND MODIS TIME-SERIES TO PERFORM LANDCOVER CLASSIFICATION AND CHANGE DETECTION

Trienko Grobler, Stellenbosch University, South Africa; Waldo Kleynhans, University of Pretoria, South Africa; Brian Salmon, University of Tasmania, South Africa

WE2.MM-8.2: A PARSIMONIOUS NEURAL NETWORK FOR THE CLASSIFICATION OF MODIS TIME-SERIES

Trienko Grobler, Stellenbosch University, South Africa; Waldo Kleynhans, University of Pretoria, South Africa; Brian Salmon, University of Tasmania, South Africa

WE2.MM-8.3: DEEP NEURAL NETWORKS FOR MAPPING INTEGRATED CROP-LIVESTOCK SYSTEMS USING PLANETSCOPE TIME SERIES

Henrique S. L. Almeida, Aliny A. Dos Reis, João P. S. Werner, University of Campinas – UNICAMP, Brazil; João F. G. Antunes, Embrapa Agricultural Informatics, Brazil; Liheng Zhong, Ant Group, China; Gleyce K. D. A. Figueiredo, University of Campinas – UNICAMP, Brazil; Júlio C. D. M. Esquerdo, Alexandre C. Coutinho, Embrapa Agricultural Informatics, Brazil; Rubens A. C. Lamparelli, Paulo S. G. Magalhães, University of Campinas – UNICAMP, Brazil

WE2.MM-8.4: FOREST TYPE MAPPING AT A REGIONAL SCALE BASED USING MULTITEMPORAL SENTINEL-2 IMAGERY

Jin Li, Leiguang Wang, Panfei Fang, Weiheng Xu, Qinling Dai, Southwest Forestry University, China

WE2.MM-8.5: INFLUENCE OF SAMPLE SIZE IN LAND COVER CLASSIFICATION ACCURACY USING RANDOM FOREST AND SENTINEL-2 DATA IN PORTUGAL

Daniel Moraes, Pedro Benevides, Hugo Costa, Francisco Moreira, Mário Caetano, Direção-Geral do Território, Portugal

WE2.MM-8.6: GOOGLE EARTH ENGINE FOR LANDSAT IMAGE PROCESSING AND MONITORING LAND USE/ LAND COVER CHANGES IN THE JOHOR RIVER BASIN, MALAYSIA

Chuen Siang Kang, Kasturi Devi Kanniah, Nazarin Ezzaty Mohd Najib, Universiti Teknologi Malaysia, Malaysia

WE2.MM-8.7: EVALUATION OF UNSUPERVISED DEEP CLUSTERING METHODS FOR CROP CLASSIFICATION USING SAR IMAGE SEQUENCES

Daliana Lobo Torres, Laura Elena Cué La Rosa, Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Brazil, Brazil; Dário Augusto Borges Oliveira, IBM Research, Brazil, Brazil; Raul Queiroz Feitosa, Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Brazil, Brazil

WE2.MM-8.8: EVALUATION OF TIME SERIES GAP-FILLING OF VENµS SATELLITE FOR LAND USE CLASSIFICATION

Daniel H. Shibuya, Gisela M. S. Pereira, Gleyce K. D. A. Figueiredo, University of Campinas – UNICAMP, Brazil; Ana C. dos S. Luciano, College of Agriculture “Luiz de Queiroz” -ESALQ, University of Sao Paulo -USP, Brazil; Rubens A. C. Lamparelli, University of Campinas, UNICAMP, Brazil; Guerric le Maire, Univ Montpellier, France