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Author:

Tan, Zhenyu (Tan, Zhenyu.) | Cao, Zhigang (Cao, Zhigang.) | Shen, Ming (Shen, Ming.) | Chen, Jun (Chen, Jun.) (Scholars:陈军) | Song, Qingjun (Song, Qingjun.) | Duan, Hongtao (Duan, Hongtao.)

Indexed by:

SCIE Scopus Web of Science

Abstract:

Climate change and human activities have been heavily affecting oceanic and inland waters, and it is critical to have a comprehensive understanding of the aquatic optical properties of lakes. Since many key watercolor parameters of Qinghai Lake are not yet available, this paper aims to study the spatial and temporal variations of the water clarity (i.e., Secchi-disk depth, Z(SD)) and suspended particulate matter concentration (CSPM) in Qinghai Lake from 2001 to 2020 using MODIS images. First, the four atmospheric correction models, including the NIR-SWIR, MUMM, POLYMER, and C2RCC were tested. The NIR-SWIR with decent accuracy in all bands was chosen for the experiment. Then, four existing models for Z(SD) and six models for C-SPM were evaluated. Two semi-analytical models proposed by Lee (2015) and Jiang (2021) were selected for Z(SD) (R-2 = 0.74) and C-SPM (R-2 = 0.73), respectively. Finally, the distribution and variation of the Z(SD) and C-SPM were derived over the past 20 years. Overall, the water of Qinghai Lake is quite clear: the monthly mean Z(SD) is 5.34 +/- 1.33 m, and C-SPM is 2.05 +/- 1.22 mg/L. Further analytical results reveal that the Z(SD) and C-SPM are highly correlated, and the relationship can be formulated with Z(SD)=8.072e(-0.212)C(SPM) (R-2 = 0.65). Moreover, turbid water mainly exists along the edge of Qinghai Lake, especially on the northwestern and northeastern shores. The variation in the lakeshore exhibits some irregularity, while the main area of the lake experiences mild water quality deterioration. Statistically, 81.67% of the total area is dominated by constantly increased C-SPM, and the area with decreased C-SPM occupies 4.56%. There has been distinct seasonal water quality deterioration in the non-frozen period (from May to October). The water quality broadly deteriorated from 2001 to 2008. The year 2008 witnessed a sudden distinct improvement, and after that, the water quality experienced an extremely inconspicuous degradation. This study can fill the gap regarding the long-time monitoring of water clarity and total suspended matter in Qinghai Lake and is expected to provide a scientific reference for the protection and management of the lake.

Keyword:

BEAST Mann-Kendall test MODIS Qinghai Lake remote sensing Secchi disk depth total suspended matter water color

Author Community:

  • [ 1 ] [Tan, Zhenyu]Northwest Univ, Coll Urban & Environm Sci, Xian 710127, Peoples R China
  • [ 2 ] [Duan, Hongtao]Northwest Univ, Coll Urban & Environm Sci, Xian 710127, Peoples R China
  • [ 3 ] [Tan, Zhenyu]Northwest Univ, Shaanxi Key Lab Earth Surface Syst & Environm Car, Xian 710127, Peoples R China
  • [ 4 ] [Duan, Hongtao]Northwest Univ, Shaanxi Key Lab Earth Surface Syst & Environm Car, Xian 710127, Peoples R China
  • [ 5 ] [Cao, Zhigang]Chinese Acad Sci, Nanjing Inst Geog & Limnol, Nanjing 210008, Peoples R China
  • [ 6 ] [Shen, Ming]Chinese Acad Sci, Nanjing Inst Geog & Limnol, Nanjing 210008, Peoples R China
  • [ 7 ] [Duan, Hongtao]Chinese Acad Sci, Nanjing Inst Geog & Limnol, Nanjing 210008, Peoples R China
  • [ 8 ] [Chen, Jun]Xi An Jiao Tong Univ, Sch Human Settlements & Civil Engn, Xian 710049, Peoples R China
  • [ 9 ] [Song, Qingjun]Minist Nat Resources Peoples Republ China, Natl Satellite Ocean Applicat Serv, Beijing 100081, Peoples R China
  • [ 10 ] [Song, Qingjun]Minist Nat Resources Peoples Republ China, Key Lab Space Ocean Remote Sensing & Applicat, Beijing 100081, Peoples R China

Reprint Author's Address:

  • [Duan, H.]College of Urban and Environmental Sciences, China;;

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Source :

REMOTE SENSING

Year: 2022

Issue: 13

Volume: 14

4 . 8 4 8

JCR@2020

ESI Discipline: GEOSCIENCES;

ESI HC Threshold:6

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 7

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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