Spatio-temporal Evolution of Total Nitrogen in Xixi River Based on Sentinel-2 Remote Sensing Images

Remote sensing technology holds significant advantages in the analysis of aquatic ecological environments, including rapid processing speed, abundant information, extensive spatial coverage, and high reliability. Total nitrogen, as a key indicator for assessing the eutrophication state of water bodi...

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Published inJournal of physics. Conference series Vol. 2863; no. 1; pp. 12003 - 12008
Main Authors Wei, Chenyan, Fu, Haiyan, Zheng, Yuanmao
Format Journal Article
LanguageEnglish
Published Bristol IOP Publishing 01.10.2024
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Abstract Remote sensing technology holds significant advantages in the analysis of aquatic ecological environments, including rapid processing speed, abundant information, extensive spatial coverage, and high reliability. Total nitrogen, as a key indicator for assessing the eutrophication state of water bodies, has important application value in evaluating aquatic ecological environments and water quality monitoring. By analyzing the spatiotemporal changes in the concentration of total nitrogen, the dynamic changes in water quality can be effectively reflected. This study selected the Xixi River in Tong’an District, Xiamen City, as the research subject, using six Sentinel-2 satellite remote sensing image data from 2018 to 2023 to construct an empirical regression model for remote sensing inversion of the total nitrogen concentration in the study area. The spatiotemporal evolution of the research results was analyzed, to achieve real-time monitoring and assessment of water quality. The study results indicate that from 2018 to 2023, the total nitrogen concentration in the Xixi River showed a cyclical fluctuation pattern of first increasing, then decreasing and increasing again. The concentration reached its lowest in 2021, at 2.415 mg/L, and the research findings can provide important support for the sustainable development of the river.
AbstractList Remote sensing technology holds significant advantages in the analysis of aquatic ecological environments, including rapid processing speed, abundant information, extensive spatial coverage, and high reliability. Total nitrogen, as a key indicator for assessing the eutrophication state of water bodies, has important application value in evaluating aquatic ecological environments and water quality monitoring. By analyzing the spatiotemporal changes in the concentration of total nitrogen, the dynamic changes in water quality can be effectively reflected. This study selected the Xixi River in Tong’an District, Xiamen City, as the research subject, using six Sentinel-2 satellite remote sensing image data from 2018 to 2023 to construct an empirical regression model for remote sensing inversion of the total nitrogen concentration in the study area. The spatiotemporal evolution of the research results was analyzed, to achieve real-time monitoring and assessment of water quality. The study results indicate that from 2018 to 2023, the total nitrogen concentration in the Xixi River showed a cyclical fluctuation pattern of first increasing, then decreasing and increasing again. The concentration reached its lowest in 2021, at 2.415 mg/L, and the research findings can provide important support for the sustainable development of the river.
Author Zheng, Yuanmao
Fu, Haiyan
Wei, Chenyan
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References Zhang (JPCS_2863_1_012003bib5) 2022; 53
Wang (JPCS_2863_1_012003bib2) 2022; 38
Liu (JPCS_2863_1_012003bib4) 2021; 38
Luo (JPCS_2863_1_012003bib3) 2024
Liu (JPCS_2863_1_012003bib6) 2003; 27
Cao (JPCS_2863_1_012003bib1) 2019; 23
Pan (JPCS_2863_1_012003bib8) 2022; 43
Xu (JPCS_2863_1_012003bib7) 2013; 28
References_xml – volume: 23
  start-page: 1
  year: 2019
  ident: JPCS_2863_1_012003bib1
  publication-title: Remote sensing of total suspended matter concentration and turbidity in a macrophytic lake. National Remote Sensing Bulletin
– volume: 38
  start-page: 117
  year: 2022
  ident: JPCS_2863_1_012003bib2
  publication-title: Research Progress of Inland Water Quality Monitoring Based on Remote Sensing. Water Resources Protection
– start-page: 1
  year: 2024
  ident: JPCS_2863_1_012003bib3
– volume: 38
  start-page: 829
  year: 2021
  ident: JPCS_2863_1_012003bib4
  publication-title: Spatiotemporal monitoring of total nitrogen and ammonia nitrogen in Danjiangkou reservoir. Journal of Agricultural Resources and Environment
– volume: 43
  start-page: 4
  year: 2022
  ident: JPCS_2863_1_012003bib8
  publication-title: Distribution, Migration, and Transformation Mechanism of Labile Phosphorus in Sediments of Xixi River Estuary, Xiamen. Environmental Science
– volume: 28
  start-page: 681
  year: 2013
  ident: JPCS_2863_1_012003bib7
  publication-title: Deriving Concentration of TN and TP Based on Hyper Spectral Reflectivity. Remote Sensing Technology and Application
– volume: 53
  start-page: 42
  year: 2022
  ident: JPCS_2863_1_012003bib5
  publication-title: Remote sensing inversion of water nitrogen and phosphorus in East Branch of Huangbai River. Yangtze River
– volume: 27
  start-page: 24
  year: 2003
  ident: JPCS_2863_1_012003bib6
  publication-title: Quantification of shallow water quality parameters by means of remote sensing. Progress in Physical Geography
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SubjectTerms Aquatic environment
Eutrophication
Image quality
Monitoring
Nitrogen
Quality assessment
Real time
Regression models
Remote sensing
Satellite imagery
Spatiotemporal data
Sustainable development
Technology assessment
Water quality
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Title Spatio-temporal Evolution of Total Nitrogen in Xixi River Based on Sentinel-2 Remote Sensing Images
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