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Qiang Zhang

Beibu Gulf University

China

  • Beibu Gulf University

SCHOLARLY PAPERS

3

DOWNLOADS

103

TOTAL CITATIONS

0

Scholarly Papers (3)

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1.

Inversion of Above-Ground Biomass from Mangroves in the Maowei Sea, Beibu Gulf, Over the Past 35 Years Based on Machine Learning Algorithms

Number of pages: 36 Posted: 09 Aug 2024
luo jinxuan, Yichao Tian, Qiang Zhang, Jin Tao, Yali Zhang, Junliang Lin, Zhuomei Huang, Yuxin Tan and Yu Liang
Beibu Gulf University, Beibu Gulf University, Beibu Gulf University, Beibu Gulf University, Beibu Gulf University, Beibu Gulf University, Beibu Gulf University, Beibu Gulf University and Beibu Gulf University
Downloads 59 (980,173)

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mangrove aboveground biomass, Time series, LightGBM, Beibu Gulf Maowei Sea, Landsat

2.

Use of Interpretable Machine Learning for Understanding Ecosystem Service Trade-Offs and Their Driving Mechanisms in the Karst Peak-Cluster Depression, China

Number of pages: 31 Posted: 02 Jun 2024
Yichao Tian, Qiang Zhang, Jin Tao, Yali Zhang, Junliang Lin and Xiaomei Bai
Beibu Gulf University, Beibu Gulf University, Beibu Gulf University, Beibu Gulf University, Beibu Gulf University and Beibu Gulf University
Downloads 33 (1,290,922)

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ecosystem services, trade-offs and synergies, Machine Learning, XGBoost-SHAP, Driving mechanism, Peak-cluster depression

3.

Trade-offs in mangrove ecosystem services and their driving mechanisms in the Beibu Gulf, Guangxi, China

Number of pages: 40 Posted: 17 Jul 2026
Zijie Peng, Caiyan Pan, Yichao Tian, Qiang Zhang, Honggang Yu, Caihuan Qin, Weirong Qin, Mohd Hasmadi Ismail and Pakhriazad Bin Hassan Zaki
Beibu Gulf University, Beibu Gulf University, Beibu Gulf University, Beibu Gulf University, Beibu Gulf University, Beibu Gulf University, Beibu Gulf University, University Putra Malaysia and affiliation not provided to SSRN
Downloads 11

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mangroves, ecosystem services, trade-offs and synergies, interpretable machine learning, driving mechanism, Beibu Gulf