Prediction of the landscape pattern of the Yancheng Coastal Wetland, China, based on XGBoost and the MCE-CA-Markov model

Prediction of the landscape pattern of the Yancheng Coastal Wetland, China, based on XGBoost and the MCE-CA-Markov model

Coastal wetland is a crucial part of the blue carbon ecosystem, having unique structural characteristics and serving both land and water functions. These areas also offer strong carbon sequestration and storage capacity. However, human activities and climate change have led to an ongoing decline in...

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Bibliographic Details
Main Authors: Lina Hao, Shuang He, Jialing Zhou, Qian Zhao, Xia Lu
Format: Article
Language:English
Published: Elsevier 2022-12-01
Series:Ecological Indicators
Subjects:
Coastal wetland
Landscape prediction
Extreme Gradient Boosting(XGBoost)
Multi-Criteria Evaluation-Cellular Automata-Markov
Online Access:http://www.sciencedirect.com/science/article/pii/S1470160X22012080

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http://www.sciencedirect.com/science/article/pii/S1470160X22012080

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