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High-precision classification of benthic habitat sediments in shallow waters of islands by multi-source data

Qiuhua TANG Ningning LI Yujie ZHANG Zhipeng DONG Yongling ZHENG Jingjing BAO Jingyu ZHANG

海洋湖沼学报（英文版）2026，Vol.44Issue(1)：99-108,10.

海洋湖沼学报（英文版）2026，Vol.44Issue(1)：99-108,10.DOI:10.1007/s00343-025-5002-7

High-precision classification of benthic habitat sediments in shallow waters of islands by multi-source data

Qiuhua TANG ¹Ningning LI ²Yujie ZHANG ³Zhipeng DONG ⁴Yongling ZHENG ⁵Jingjing BAO ⁵Jingyu ZHANG⁴

作者信息

1. First Institute of Oceanography,Ministry of Natural Resources,Qingdao 266061,China||College of Mapping and Spatial Information,Shandong University of Science and Technology,Qingdao 266590,China
2. First Institute of Oceanography,Ministry of Natural Resources,Qingdao 266061,China||State Key Laboratory of Information Engineering in Surveying,Mapping and Remote Sensing,Wuhan 430079,China
3. College of Mapping and Spatial Information,Shandong University of Science and Technology,Qingdao 266590,China
4. First Institute of Oceanography,Ministry of Natural Resources,Qingdao 266061,China
5. Third Institute of Oceanography,Ministry of Natural Resources,Xiamen 361005,China
折叠

摘要

关键词

Wuzhizhou Island/marine remote sensing/coastal mapping/multi-spectral remote sensing/shallow water reef/seabed sediment classification/benthic habitat mapping/multi-source data fusion/random forest(RF)

Key words

引用本文复制引用

Qiuhua TANG,Ningning LI,Yujie ZHANG,Zhipeng DONG,Yongling ZHENG,Jingjing BAO,Jingyu ZHANG..High-precision classification of benthic habitat sediments in shallow waters of islands by multi-source data[J].海洋湖沼学报（英文版）,2026,44(1):99-108,10.

基金项目

Supported by the National Natural Science Foundation of China(Nos.42376185,41876111)and the Shandong Provincial Natural Science Foundation(No.ZR2023MD073) （Nos.42376185,41876111）

海洋湖沼学报（英文版）

ISSN：2096-5508

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