THP2.PW.6
ONION MAPPING IN NUEVA ECIJA, PHILIPPINES USING SENTINEL-2: PERFORMANCE COMPARISON OF XGBOOST, LIGHTGBM, AND CATBOOST CLASSIFIER
Reymar Diwa, Ariel Blanco, Philippine Space Agency, Philippines
Session:
THP2.PW: Crop Classifications III Poster
Track:
Land Applications
Location:
Poster Area
Presentation Time:
Thursday, 7 August, 14:30 - 15:45
Presentation
Discussion
Resources
No resources available.
Session THP2.PW
THP2.PW.1: Customized Crop Feature Construction using Genetic Programming for Early- and In-season Crop Mapping
Caiyun Wen, Miao Lu, Shangrong Wu, Qian Song, Yan Zha, Chinese Academy of Agricultural Sciences, China
THP2.PW.2: Sugarcane Plantation Mapping Based on Time Series Sentinel-1 Data and Optimal Growth Cycle Alignment
Hongzhong Li, Luyi Sun, Longlong Zhao, Jingwen Wang, xiaoli Li, pan Chen, Jinsong Chen, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, China
THP2.PW.3: CAN SENTINEL-1 DATA BE USED TO DETECT GRAZING EVENTS IN PASTURE-BASED DAIRY FARMS – A CASE STUDY IN SOUTHWEST VICTORIA
Elizabeth Morse-McNabb, MD Farhad Hasan, Agriculture Victoria Research, Australia
THP2.PW.4: Earth Observation For Farming Communities In Kenya And The Uk
Fiona Imbali, University of Leicester, United Kingdom
THP2.PW.5: Satellite-Based Assessment of Agricultural Transformation in War-Affected Southern Ukraine
Bohdan Yailymov, Space Research Institute National Academy of Sciences of Ukraine and State Space Agency of Ukraine, Ukraine; Hanna Yailymova, National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”, Ukraine; Nataliia Kussul, University of Maryland, United States; Andrii Shelestov, National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”, Ukraine; Sheila Baber, University of Maryland, United States; Olexandr Parkhomchuk, Space Research Institute National Academy of Sciences of Ukraine and State Space Agency of Ukraine, Ukraine; Olha Zhdanova, National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”, Ukraine; Sergii Skakun, Inbal Becker-Reshef, University of Maryland, United States
THP2.PW.6: ONION MAPPING IN NUEVA ECIJA, PHILIPPINES USING SENTINEL-2: PERFORMANCE COMPARISON OF XGBOOST, LIGHTGBM, AND CATBOOST CLASSIFIER
Reymar Diwa, Ariel Blanco, Philippine Space Agency, Philippines
THP2.PW.7: SkySat can detect blackberry invasive plants in Australia
Jordan Pont, WaterNSW, Australia; Richard A. Crabbe, Charles Darwin University, Australia
THP2.PW.8: ENHANCING CROP FIELD SEGMENTATION WITH SUPER-RESOLVED SENTINEL-2 IMAGERY: A DEEP LEARNING APPROACH LEVERAGING MULTITEMPORAL EDGE DETECTION
Alvise Ferrari, Simone Saquella, Sapienza University, Italy; Hazhir Bahrami, Saeid Homayouni, Institut national de la recherche scientifique, Canada; Giovanni Laneve, Valerio Pampanoni, Olga Parshina, Ashish Kallikkattil, Sapienza University, Italy
THP2.PW.9: CROP RESIDUE MAPPING WITH WORLDVIEW-3 IMAGERY
Brian Lamb, W. Dean Hively, U.S. Geological Survey, United States; Jyoti Jennewein, Alison Thieme, USDA Agricultural Research Service, United States; Leticia Santos, Daniela Jones, North Carolina State University, United States
THP2.PW.10: A NATIONAL SCALE OIL PALM TREE DETECTION FOR MALAYSIA USING HIGH-RESOLUTION REMOTE SENSING IMAGES AND DEEP LEARNING
Tiantian Yang, Liaoning University, China; Shun Wang, Juepeng Zheng, Sun Yat-sen University, China
THP2.PW.11: VARIETAL DISCRIMINATION USING UAV MULTISPECTRAL AND PROXIMAL HYPERSPECTRAL DATA OVER SELECTED SITES IN ODISHA, INDIA
Vikas Dugesar, Amit Srivastava, Sankalp Bhosale, International Rice Research Institute, India
THP2.PW.12: UNCOVERING THE IMPACTS OF DEPLETING AQUIFERS: A REMOTE SENSING ANALYSIS OF LAND SUBSIDENCE IN IRAN
Mahmud Haghighi, Leibniz University Hannover, Germany; Mahdi Motagh, GFZ Helmholtz Centre for Geosciences, Germany
Resources
No resources available.