Peer-reviewed articlePublished in United Kingdom · Academic

Estimating mangrove above-ground biomass at Maowei Sea, Beibu Gulf of China using machine learning algorithm with Sentinel-1 and Sentinel-2 data

Zhuomei Huang, Yichao Tian, Qiang Zhang, Youju Huang, Rundong Liu, Hu Huang, Guoqing Zhou, Jingzhen Wang, Jin Tao, Yongwei Yang, Yali Zhang, Junliang Lin, Yuxin Tan, Jingwen Deng, Hongxiu Liu · Geocarto International, 2022

Bibliographic record

bd-001073

Authors: Zhuomei Huang (School of Resources and Environment, Beibu Gulf University, Qinzhou, China); Yichao Tian (School of Resources and Environment, Beibu Gulf University, Qinzhou, China); Qiang Zhang (School of Resources and Environment, Beibu Gulf University, Qinzhou, China); Youju Huang (Guangxi Zhuang Autonomous Region Remote Sensing Institute of Natural Resources, Nanning, China); Rundong Liu (Guangxi Zhuang Autonomous Region Remote Sensing Institute of Natural Resources, Nanning, China); Hu Huang (School of Resources and Environment, Beibu Gulf University, Qinzhou, China); Guoqing Zhou (Guangxi Key Laboratory for Geospatial Informatics and Geomatics Engineering, Guilin University of Technology, Guilin, China); Jingzhen Wang (Guangxi Key Laboratory of Marine Disaster in the Beibu Gulf, Beibu Gulf University, Qinzhou, China); Jin Tao (School of Resources and Environment, Beibu Gulf University, Qinzhou, China); Yongwei Yang (School of Resources and Environment, Beibu Gulf University, Qinzhou, China); Yali Zhang (School of Resources and Environment, Beibu Gulf University, Qinzhou, China); Junliang Lin (School of Resources and Environment, Beibu Gulf University, Qinzhou, China); Yuxin Tan (School of Resources and Environment, Beibu Gulf University, Qinzhou, China); Jingwen Deng (School of Resources and Environment, Beibu Gulf University, Qinzhou, China); Hongxiu Liu (School of Resources and Environment, Beibu Gulf University, Qinzhou, China)
Published: 22 Jul 2022
Venue: Geocarto International
Publisher: Informa UK Limited
Source type: Peer-reviewed article
Place of publication: United Kingdom · Academic
Original language: English
Access: Access conditions unknown
DOI: 10.1080/10106049.2022.2102226
Topics: Marine environment & ecology
Regions: Gulf of Tonkin
Added: 21 Oct 2026

Link verified on 21 Oct 2026: DOI checked against Crossref.

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Summary

AI-assisted, human-reviewed · Based on the document's abstract

The study combines satellite imagery and field plots to estimate mangrove biomass at Maowei Sea in the Gulf of Tonkin. The authors compare machine-learning models for ecosystem monitoring.

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