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Spatio-Temporal Dynamics Coupling between Land Use/Cover Change and Water Quality in Dongjiang Lake Watershed Using Satellite Remote Sensing

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成果类型:
期刊论文
作者:
Song, Yang;Li, Xiaoming;Feng, Lanbo;Zhang, Gui
通讯作者:
Li, XM
作者机构:
[Li, Xiaoming; Li, XM; Song, Yang] Hunan Univ, Coll Environm Sci & Engn, Changsha 410082, Peoples R China.
[Song, Yang] ASEM Water Resources Res & Dev Ctr, Changsha 410031, Peoples R China.
[Zhang, Gui; Feng, Lanbo] Cent South Univ Forestry & Technol, Coll Forestry, Changsha 410004, Peoples R China.
通讯机构:
[Li, XM ] H
Hunan Univ, Coll Environm Sci & Engn, Changsha 410082, Peoples R China.
语种:
英文
关键词:
LUCC;water quality;coupling;satellite remote sensing;Dongjiang Lake watershed
期刊:
Land
ISSN:
2073-445X
年:
2024
卷:
13
期:
6
页码:
861-
基金类别:
Conceptualization, Y.S. and X.L.; methodology, Y.S. and X.L.; software, Y.S.; validation, Y.S., L.F. and G.Z.; formal analysis, Y.S.; resources, Y.S.; writing—original draft preparation, Y.S. and L.F.; writing—review and editing, Y.S., L.F. and G.Z.; supervision, X.L.; project administration, X.L.; funding acquisition, X.L. All authors have read and agreed to the published version of the manuscript. This research was funded by the Key Research and Development Program of Hunan Province (2019SK2336) and Key Research and Development Program of Hunan Province (2021SFQ19).
机构署名:
本校为其他机构
院系归属:
林学院
摘要:
With rapid social and economic development, land use/land cover change (LUCC) has intensified with serious impacts on water quality in the watershed. In this study, we took Dongjiang Lake watershed as the study area and obtained measured data on water quality parameters from the watershed's water quality monitoring stations. Based on Landsat-5, Landsat-8, or Sentinel-2 remote sensing data for multiple periods per year between 1992 and 2022, the sensitive satellite bands or band combinations of each water quality parameter were determined. The Random Forest method was used to classify the land ...

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