THP2.PY.7
MACHINE LEARNING-BASED ANALYSIS OF TEMPORAL WETLAND CHANGES: A CASE STUDY OF THE HALEJI AND KINJHAR LAKE SYSTEMS IN PAKISTAN'S THATHA REGION
Rana Waqar Aslam, Iram Naz, Wuhan University, China, China; Andaleeb Yaseen, Italian Institute of Technology, Italy
Session:
THP2.PY: Wetlands II Poster
Track:
Land Applications
Location:
Poster Area
Presentation Time:
Thursday, 7 August, 14:30 - 15:45
Presentation
Discussion
Resources
No resources available.
Session THP2.PY
THP2.PY.1: A NOVEL APPROACH TO MAPPING WETLAND USING MACHINE LEARNING WITH TRADITIONAL ECOLOGICAL KNOWLEDGE IN THE WET-DRY TROPICS OF AUSTRALIA
Porni Mollick, Kaline de Mello, Dylan Irvine, Erica Garcia, Charles Darwin University, Australia; Malak Malak Rangers, Northern Land Council, Australia
THP2.PY.2: HIGH RESOLUTION FINE-GRAINED WETLAND MAPPING BASED ON BOUNDARY-GUIDED PIXEL-SCENE CLASSIFICATION: A CASE STUDY IN MARYLAND
Yingxin Wu, Yinhe Liu, Xian Xu, Yanfei Zhong, Wuhan University, China
THP2.PY.3: Spatio-temporal variation in surface water in the Arkansas Mississippi Alluvial Valley using machine-learning methods with time-series remote sensing data
Aqil Tariq, J. Davis Brian, Mississippi State University, United States
THP2.PY.4: Integration of ecological knowledge with Google Earth Engine for diversewetland sampling in global mapping
Xuanlin Huo, Zhenguo Niu, Linson Liu, Yuhang Jing, Aerospace Information Research Institute, Chinese Academy of Sciences, China
THP2.PY.5: A MULTI-TYPE PLOT EVALUATION OF THE EFFICACY OF THE DIFFERENT RESOLUTION UAV IMAGES FOR MAPPING TIDAL MARSH VEGETATION IN THE YELLOW RIVER DELTA, CHINA
Qingsheng Liu, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, China
THP2.PY.6: Assessment of the impact of ecological restoration on climate mitigation in the alpine peatland of Zoige
Jingsong Chen, Mengqi Qiu, Yanxu Liu, Beijing Normal University, China
THP2.PY.7: MACHINE LEARNING-BASED ANALYSIS OF TEMPORAL WETLAND CHANGES: A CASE STUDY OF THE HALEJI AND KINJHAR LAKE SYSTEMS IN PAKISTAN'S THATHA REGION
Rana Waqar Aslam, Iram Naz, Wuhan University, China, China; Andaleeb Yaseen, Italian Institute of Technology, Italy
THP2.PY.8: DEVELOPMENT OF NOVEL INDICES FOR WATER FEATURE EXTRACTION AND SEGREGATION IN FLOODED LANDSCAPES WITH DIVERSE WATER BODIES
Harsh Srivastava, Jitendra J, Triloki Pant, Indian Institute of Information Technology Allahabad, India
THP2.PY.9: Coastal wetland mapping using CNN_RF based on multi-temporal and multi-source sensors
Zixuan Wang, Changxu Shen, Zhijun Fan, Hongtao Shi, Zhong Lu, Jinqi Zhao, China University of Mining and Technolog, China
THP2.PY.10: Floodplains mapping using terrain features and Random Forest classification
Edimilson R. Santos Junior, University of São Paulo, Brazil; Kaline de Mello, Charles Darwin University, Australia; Marcelo Montaño, University of São Paulo, Brazil; Verônica Donoso, Federal University of Santa Maria, Brazil; Erica Garcia, Charles Darwin University, Australia; Anna Richards, Tropical Ecosystems Research Centre, Australia
THP2.PY.11: A SECURE FRAMEWORK FOR MULTI-MODAL REMOTE SENSING DATA GOVERNANCE IN WETLAND CONSERVATION
WEIJIA CAO, Key Laboratory of Earth Observation of Hainan Province, Hainan Aerospace Information Research Institute, China; XIAOLI MOU, Institute of Aerospace Information Applications, Co.,Ltd., China; XIAORAN LENG, Aerospace Information Research Institute, Chinese Academy of Sciences, China; XIANG ZHOU, University of Chinese Academy of Sciences, China
THP2.PY.12: DELINEATING ABANDONED COASTAL AQUACULTURE PONDS IN CAUVERY DELTA USING TIME SERIES SENTINEL DATA
Ravi Prasanth, Senthamizh T.K., Arun Prasad Kumar, Sulochana Shekhar, Central University of Tamil Nadu, India
Resources
No resources available.