WEP1.PAA.2
EXPLORING STRATEGIES FOR HIGH SPATIOTEMPORAL VEGETATION MONITORING: DEEP LEARNING-BASED FUSION OF OPTICAL AND SAR SATELLITE IMAGERY
Bokyung Son, Ulsan National Institute of Science and Technology, Korea (South); Seok-Ju Hahn, Seoul National University, Korea (South); Jungho Im, Ulsan National Institute of Science and Technology, Korea (South); Junghye Lee, Seoul National University, Korea (South)
Session:
WEP1.PAA: Forest and Vegetation: Application and Modeling II Poster
Track:
Land Applications
Location:
Poster Area
Presentation Time:
Wednesday, 6 August, 09:15 - 10:30
Presentation
Discussion
Resources
No resources available.
Session WEP1.PAA
WEP1.PAA.1: COMBINING DISFORMER AND NDSVI IMAGES FOR SELECTIVE LOGGING DETECTION
Xinyao Huang, Raian Vargas Maretto, University of Twente, Netherlands; Leila Maria Garcia Fonseca, National Institute for Space Research, Brazil; Alfred Stein, University of Twente, Netherlands
WEP1.PAA.2: EXPLORING STRATEGIES FOR HIGH SPATIOTEMPORAL VEGETATION MONITORING: DEEP LEARNING-BASED FUSION OF OPTICAL AND SAR SATELLITE IMAGERY
Bokyung Son, Ulsan National Institute of Science and Technology, Korea (South); Seok-Ju Hahn, Seoul National University, Korea (South); Jungho Im, Ulsan National Institute of Science and Technology, Korea (South); Junghye Lee, Seoul National University, Korea (South)
WEP1.PAA.3: Individual Tree Detection using YOLO and Transfer Learning via Drone Data
Samet Aksoy, Istanbul Technical University, Turkey; Esra Sengun, Linnaeus University, Sweden; Elif Sertel, Istanbul Technical University, Turkey; Basam Dahy, Johan E.S. Fransson, Linnaeus University, Sweden
WEP1.PAA.4: ASSESSMENT OF MACHINE LEARNING ALGORITHMS FOR MODELLING FYNBOS WOODY CANOPY HEIGHT USING ACTIVE AND PASSIVE REMOTELY SENSED DATA
Mcebisi Qabaqaba, University of Pretoria, South Africa; Laven Naidoo, Gauteng City-Region Observatory (GCRO), South Africa; Philemon Tsele, University of Pretoria, South Africa; Abel Ramoelo, South African National Space Agency, South Africa; Moses Azong Cho, Council for Scientific and Industrial Research, South Africa
WEP1.PAA.5: IMPROVING LOCATION ACCURACY OF FOREST PLOT DATA – AN EVALUATION OF GNSS RECEIVERS IN NEW ZEALAND TEMPERATE RAINFORESTS
Andrew McMillan, Ben Jolly, Manaaki Whenua - Landcare Research, New Zealand
WEP1.PAA.6: Estimation of forest stand height based on individual tree detection using UAV laser scanning data
Qingwang Liu, Institute of Forest Resource Information Techniques, Chinese Academy of Forestry, China; Liyong Fu, Chinese Academy of Forestry, China; Fengqin Hao, Linglong Zhao, Ying Guo, Institute of Forest Resource Information Techniques, Chinese Academy of Forestry, China
WEP1.PAA.7: INDIVIDUAL TREE CROWN SEGMENTATION BASED ON YOLOV5N-SEG USING HIGH-RESOLUTION SATELLITE IMAGES OF TROPICAL RAINFORESTS
Jinzhuang Shi, Hainan Aerospace Information Research Institute,Xinjiang University, China; Hui Li, Hainan Aerospace Information Research Institute, Aerospace Information Research Institute, Chinese Academy of Sciences, China; Junmao Hua, Xinjiang University, Aerospace Information Research Institute, Chinese Academy of Sciences, China; Linhai Jing, China University of Geosciences, China; Kongwen Zhang, University of the Fraser Valley, Canada
WEP1.PAA.8: Carotenoids increase as an indicator of early stress of trees: estimations using Green Shoulder Indices from hyperspectral drone data and radiative transfer model PRO4SAIL
Langning Huo, Swedish University of Agricultural Sciences, Sweden; Niko Koivumäki, Roope Näsi, Eija Honkavaara, Finnish Geospatial Research Institute, Finland
WEP1.PAA.9: IDENTIFYING REGENERATED SAPLINGS AND MONITORING THEIR GROWTH BY STRATIFYING FOREST OVERSTORY USING AIRBORNE LIDAR DATA
Liming Du, Yong Pang, Institute of Forest Resource Information Techniques, Chinese Academy of Forestry, China
WEP1.PAA.10: GROUND-BASED OBSERVATIONS FOR VALIDATION (GBOV): LATEST UPDATES IN VALIDATION PRODUCTS GENERATION
Christophe Lerebourg, Rémi Grousset, Jean-Sébastien Carrière, ACRI-ST, France; Marco Clerici, Nadine Gobron, EC-JRC, Italy; Esnerto Lopez Baesa, Ana Pérez-Hoyos, Albavalor, Spain; Jadu Dash, Somnat Paramanik, Finn James, University of Southampton, United Kingdom; Jan-Peter Muller, Rui Song, University College London, United Kingdom; Jasdeep Anand, Darren Ghent, University of Leicester, United Kingdom
WEP1.PAA.11: EST-LEAF: EFFECTIVE MEASUREMENT AND DETERMINATION OF LEAF INCLINATION ANGLE DISTRIBUTION USING A SMARTPHONE
Oleksandr Borysenko, Jan Pisek, University of Tartu, Estonia
WEP1.PAA.12: EXPLORING BI-TEMPORAL HYPERSPECTRAL IMAGERY FOR POST-FIRE LANDCOVER AND BURN SEVERITY MAPPING USING DATA-DRIVEN METHODS
Yongjun He, Jinfei Wang, Western University, Canada; Ying Zhang, Natural Resources Canada, Canada; Kaizhong Zhang, Western University, Canada
Resources
No resources available.