地球空间信息科学学报（英文版）2026，Vol.29Issue(1)：中插5,104-123,21.DOI:10.1080/10095020.2025.2522142
A machine learning based estimation method of beach slopes at a national scale:a case study of New Zealand
A machine learning based estimation method of beach slopes at a national scale:a case study of New Zealand
Hao Xu 1Fan Mo 2Hui Lu 3Nan Xu 4Chi Zhang 5Shanhang Chi 5Yuan Li 5Wenyu Li 6Yifu Ou 7Jiaqi Yao 8Han-Su Zhang9
作者信息
- 1. School of Earth Sciences and Engineering,Hohai University,Nanjing,China
- 2. Land Satellite Remote Sensing Application Center(LASAC),Ministry of Natural Resources of PR China,Beijing,China
- 3. Department of Earth System Science,Institute for Global Change Studies,State Key Laboratory of Hydroscience and Engineering,Tsinghua University,Beijing,China||Tsinghua University(Department of Earth System Science)-Xi'an Institute of Surveying and Mapping Joint Research Center for Next-Generation Smart Mapping,Beijing,China
- 4. School of Earth Sciences and Engineering,Hohai University,Nanjing,China||Key Laboratory for Geo-Environmental Monitoring of Great Bay Area,Ministry of Natural Resources&Guangdong Key Laboratory of Urban Informatics,Shenzhen University,Shenzhen,China||School of Architecture and Urban Planning,Shenzhen University,Shenzhen,China
- 5. The National Key Laboratory of Water Disaster Prevention,Hohai University,Nanjing,China||College of Harbour,Coastal and Offshore Engineering,Hohai University,Nanjing,China
- 6. Department of Geography and Planning,University of Toronto,Toronto,ON,Canada
- 7. Department of Geography,Hong Kong Baptist University,Hong Kong,China
- 8. Academy of Ecological Civilization Development for JING-JIN-JI Megalopolis,Tianjin Normal University,Tianjin,China
- 9. School of Artificial Intelligence and Information Technology,Nanjing University of Chinese Medicine,Nanjing,China
- 折叠
摘要
关键词
Beach/coastal slope/LiDAR/machine learning/sea level riseKey words
Beach/coastal slope/LiDAR/machine learning/sea level rise引用本文复制引用
Hao Xu,Fan Mo,Hui Lu,Nan Xu,Chi Zhang,Shanhang Chi,Yuan Li,Wenyu Li,Yifu Ou,Jiaqi Yao,Han-Su Zhang..A machine learning based estimation method of beach slopes at a national scale:a case study of New Zealand[J].地球空间信息科学学报（英文版）,2026,29(1):中插5,104-123,21.基金项目
This work is supported by the Key Laboratory of Land Satellite Remote Sensing Application,the Ministry of Natural Resources of the People's Republic of China[grant number KLSMNRK202309],the Fundamental Research Funds for the Central Universities[grant number B240201032],Jiangsu Marine Science and Technology Innovation Project[grant number JSZRHYKJ202302],the National Natural Science Foundation of China Grant[grant number 42101343]and the Natural Science Foundation of Jiangsu Province[grant numbers BK20240258,BK20230441]. （）
