Widespread decrease in chromophoric dissolved organic matter in Chinese lakes derived from satellite observations

被引:3
|
作者
Zhao, Zhilong [1 ,2 ,3 ]
Shi, Kun [1 ,4 ]
Peng, Yuanyuan [1 ,2 ,3 ]
Wang, Weijia [1 ,2 ,3 ]
Lai, Lai [1 ,2 ,3 ]
Zhang, Yibo [1 ]
Zhou, Yongqiang [1 ]
Zhang, Yunlin [1 ]
Qin, Boqiang [1 ]
机构
[1] Chinese Acad Sci, State Key Lab Lake Sci & Environm, Nanjing Inst Geog & Limnol, Nanjing 210008, Peoples R China
[2] Univ Chinese Acad Sci, Beijing 100049, Peoples R China
[3] Univ Chinese Acad Sci, Coll Nanjing, Nanjing 211135, Peoples R China
[4] Chinese Acad Sci, Nanjing Inst Geog & Limnol, 73 East Beijing Rd, Nanjing 210008, Peoples R China
基金
中国国家自然科学基金;
关键词
chromophoric dissolved organic matter; water quality improvement; satellite observations; landsat images; LONG-TERM MODIS; GLOBAL DISTRIBUTION; SURFACE-WATER; OCEAN COLOR; CDOM; LANDSAT; CARBON; ABSORPTION; INDEX; REFLECTANCE;
D O I
10.1016/j.rse.2023.113848
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Chromophoric dissolved organic matter (CDOM) can significantly influence underwater light fields, nutrient availability, and microbial activity; thus, it plays an essential role in physical, chemical, and biological processes in aquatic ecosystems. China has undergone significant changes in climate, water quality improvement, and human processes over the past few decades. However, the impact of these processes on CDOM in Chinese lakes is unclear. Therefore, in this study, we aimed to reconstruct long-term and high-resolution CDOM data from Landsat satellite images using a simple model to characterise changes in CDOM in 2462 Chinese lakes (surface area >= 1 km(2)) from 1986 to 2021. Validation results demonstrated that the model performed adequately in deriving the CDOM absorption coefficient at 350 nm, with a root mean square deviation, median deviation, median absolute percentage difference, and median ratio of 0.68 m(-1), 0.02 m(-1), 19.76%, and 1.01, respectively. We observed a distinct spatial pattern of CDOM, with higher CDOM in eastern China with intensive human activities but lower CDOM in western China with strong ultraviolet radiation. Temporally, mean a(CDOM)(350) of Chinese lakes from 1986 to 2021 decreased at a rate of - 0.25 m(-1)/10 years. We also revealed that increased regional vegetation coverage and improved water quality mainly drive CDOM decline in lakes on the Qinghai Tibet Plateau Region and Eastern Plain Region, respectively. The widespread decrease in CDOM, in turn, has contributed to changes in the optical properties and biogeochemical cycles of Chinese lakes. Our results provide valuable insights for lake environmental protection and water quality management in China
引用
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页数:17
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