Estimating Effects of Natural and Anthropogenic Activities on Trophic Level of Inland Water : Analysis of Poyang Lake Basin, China, with Landsat-8 Observations

The intensification of anthropogenic activities has led to the infiltration of enormous quantities of pollutants into rivers and lakes, resulting in significant deterioration in water quality and a more prominent occurrence of eutrophication. Poyang Lake, the largest freshwater lake in China, is facing a severe challenge related to eutrophication, which seriously threatens the delivery of the ecosystem service and the safety of drinking water. To address this challenge, Landsat-8 Operational Land Imager (OLI) data for the Poyang Lake Basin (PLB) from May 2013 to December 2020 were used. Since inland water bodies with complex optical characteristics, we developed a semi-analytical algorithm to assess the trophic state of the water based on two cruise field measurements in 2016 and 2019. Combining the semi-analytical trophic level index (TLI) with an atmospheric correction model is the most suitable model for OLI images of the PLB, this model was then applied to Landsat-8 time series observations. The trends of the trophic state of water bodies in PLB were revealed, and the annual, quarterly and monthly percentages of eutrophic water bodies were calculated. Natural and anthropogenic factors were then used to explain the changes in the trophic state of the PLB waters. The main findings are as follows: (1) From the 8-year observation results, it can be seen that the variation of trophic level of water in PLB showed obviously spatial and temporal variations, characterized by higher in the north than in the south and higher in winter than in summer. (2) Temperature promoted the growth of harmful algae and plays an essential role in affecting changes in the trophic level of the water. (3) Changes in the trophic level of water bodies in PLB were mainly affected by human activities. The results of spatial and temporal variation of the trophic level of water and the driving factors in PLB can extend our knowledge of water quality degradation and provide essential references for relevant policy-making institutions.

Saved in:
Bibliographic Details
Main Authors: Li, Jianzhong, Zheng, Zhubin, Liu, Ge, Chen, Na, Lei, Shaohua, Du, Chao, Xu, Jie, Li, Yuan, Zhang, Runfei, Huang, Chao
Format: Article/Letter to editor biblioteca
Language:English
Subjects:Landsat-8 OLI, Poyang Lake Basin (PLB), eutrophication, spatio-temporal patterns,
Online Access:https://research.wur.nl/en/publications/estimating-effects-of-natural-and-anthropogenic-activities-on-tro
Tags: Add Tag
No Tags, Be the first to tag this record!
id dig-wur-nl-wurpubs-613766
record_format koha
spelling dig-wur-nl-wurpubs-6137662024-12-04 Li, Jianzhong Zheng, Zhubin Liu, Ge Chen, Na Lei, Shaohua Du, Chao Xu, Jie Li, Yuan Zhang, Runfei Huang, Chao Article/Letter to editor Remote Sensing 15 (2023) 6 ISSN: 2072-4292 Estimating Effects of Natural and Anthropogenic Activities on Trophic Level of Inland Water : Analysis of Poyang Lake Basin, China, with Landsat-8 Observations 2023 The intensification of anthropogenic activities has led to the infiltration of enormous quantities of pollutants into rivers and lakes, resulting in significant deterioration in water quality and a more prominent occurrence of eutrophication. Poyang Lake, the largest freshwater lake in China, is facing a severe challenge related to eutrophication, which seriously threatens the delivery of the ecosystem service and the safety of drinking water. To address this challenge, Landsat-8 Operational Land Imager (OLI) data for the Poyang Lake Basin (PLB) from May 2013 to December 2020 were used. Since inland water bodies with complex optical characteristics, we developed a semi-analytical algorithm to assess the trophic state of the water based on two cruise field measurements in 2016 and 2019. Combining the semi-analytical trophic level index (TLI) with an atmospheric correction model is the most suitable model for OLI images of the PLB, this model was then applied to Landsat-8 time series observations. The trends of the trophic state of water bodies in PLB were revealed, and the annual, quarterly and monthly percentages of eutrophic water bodies were calculated. Natural and anthropogenic factors were then used to explain the changes in the trophic state of the PLB waters. The main findings are as follows: (1) From the 8-year observation results, it can be seen that the variation of trophic level of water in PLB showed obviously spatial and temporal variations, characterized by higher in the north than in the south and higher in winter than in summer. (2) Temperature promoted the growth of harmful algae and plays an essential role in affecting changes in the trophic level of the water. (3) Changes in the trophic level of water bodies in PLB were mainly affected by human activities. The results of spatial and temporal variation of the trophic level of water and the driving factors in PLB can extend our knowledge of water quality degradation and provide essential references for relevant policy-making institutions. en application/pdf https://research.wur.nl/en/publications/estimating-effects-of-natural-and-anthropogenic-activities-on-tro 10.3390/rs15061618 https://edepot.wur.nl/629592 Landsat-8 OLI Poyang Lake Basin (PLB) eutrophication spatio-temporal patterns https://creativecommons.org/licenses/by/4.0/ https://creativecommons.org/licenses/by/4.0/ Wageningen University & Research
institution WUR NL
collection DSpace
country Países bajos
countrycode NL
component Bibliográfico
access En linea
databasecode dig-wur-nl
tag biblioteca
region Europa del Oeste
libraryname WUR Library Netherlands
language English
topic Landsat-8 OLI
Poyang Lake Basin (PLB)
eutrophication
spatio-temporal patterns
Landsat-8 OLI
Poyang Lake Basin (PLB)
eutrophication
spatio-temporal patterns
spellingShingle Landsat-8 OLI
Poyang Lake Basin (PLB)
eutrophication
spatio-temporal patterns
Landsat-8 OLI
Poyang Lake Basin (PLB)
eutrophication
spatio-temporal patterns
Li, Jianzhong
Zheng, Zhubin
Liu, Ge
Chen, Na
Lei, Shaohua
Du, Chao
Xu, Jie
Li, Yuan
Zhang, Runfei
Huang, Chao
Estimating Effects of Natural and Anthropogenic Activities on Trophic Level of Inland Water : Analysis of Poyang Lake Basin, China, with Landsat-8 Observations
description The intensification of anthropogenic activities has led to the infiltration of enormous quantities of pollutants into rivers and lakes, resulting in significant deterioration in water quality and a more prominent occurrence of eutrophication. Poyang Lake, the largest freshwater lake in China, is facing a severe challenge related to eutrophication, which seriously threatens the delivery of the ecosystem service and the safety of drinking water. To address this challenge, Landsat-8 Operational Land Imager (OLI) data for the Poyang Lake Basin (PLB) from May 2013 to December 2020 were used. Since inland water bodies with complex optical characteristics, we developed a semi-analytical algorithm to assess the trophic state of the water based on two cruise field measurements in 2016 and 2019. Combining the semi-analytical trophic level index (TLI) with an atmospheric correction model is the most suitable model for OLI images of the PLB, this model was then applied to Landsat-8 time series observations. The trends of the trophic state of water bodies in PLB were revealed, and the annual, quarterly and monthly percentages of eutrophic water bodies were calculated. Natural and anthropogenic factors were then used to explain the changes in the trophic state of the PLB waters. The main findings are as follows: (1) From the 8-year observation results, it can be seen that the variation of trophic level of water in PLB showed obviously spatial and temporal variations, characterized by higher in the north than in the south and higher in winter than in summer. (2) Temperature promoted the growth of harmful algae and plays an essential role in affecting changes in the trophic level of the water. (3) Changes in the trophic level of water bodies in PLB were mainly affected by human activities. The results of spatial and temporal variation of the trophic level of water and the driving factors in PLB can extend our knowledge of water quality degradation and provide essential references for relevant policy-making institutions.
format Article/Letter to editor
topic_facet Landsat-8 OLI
Poyang Lake Basin (PLB)
eutrophication
spatio-temporal patterns
author Li, Jianzhong
Zheng, Zhubin
Liu, Ge
Chen, Na
Lei, Shaohua
Du, Chao
Xu, Jie
Li, Yuan
Zhang, Runfei
Huang, Chao
author_facet Li, Jianzhong
Zheng, Zhubin
Liu, Ge
Chen, Na
Lei, Shaohua
Du, Chao
Xu, Jie
Li, Yuan
Zhang, Runfei
Huang, Chao
author_sort Li, Jianzhong
title Estimating Effects of Natural and Anthropogenic Activities on Trophic Level of Inland Water : Analysis of Poyang Lake Basin, China, with Landsat-8 Observations
title_short Estimating Effects of Natural and Anthropogenic Activities on Trophic Level of Inland Water : Analysis of Poyang Lake Basin, China, with Landsat-8 Observations
title_full Estimating Effects of Natural and Anthropogenic Activities on Trophic Level of Inland Water : Analysis of Poyang Lake Basin, China, with Landsat-8 Observations
title_fullStr Estimating Effects of Natural and Anthropogenic Activities on Trophic Level of Inland Water : Analysis of Poyang Lake Basin, China, with Landsat-8 Observations
title_full_unstemmed Estimating Effects of Natural and Anthropogenic Activities on Trophic Level of Inland Water : Analysis of Poyang Lake Basin, China, with Landsat-8 Observations
title_sort estimating effects of natural and anthropogenic activities on trophic level of inland water : analysis of poyang lake basin, china, with landsat-8 observations
url https://research.wur.nl/en/publications/estimating-effects-of-natural-and-anthropogenic-activities-on-tro
work_keys_str_mv AT lijianzhong estimatingeffectsofnaturalandanthropogenicactivitiesontrophiclevelofinlandwateranalysisofpoyanglakebasinchinawithlandsat8observations
AT zhengzhubin estimatingeffectsofnaturalandanthropogenicactivitiesontrophiclevelofinlandwateranalysisofpoyanglakebasinchinawithlandsat8observations
AT liuge estimatingeffectsofnaturalandanthropogenicactivitiesontrophiclevelofinlandwateranalysisofpoyanglakebasinchinawithlandsat8observations
AT chenna estimatingeffectsofnaturalandanthropogenicactivitiesontrophiclevelofinlandwateranalysisofpoyanglakebasinchinawithlandsat8observations
AT leishaohua estimatingeffectsofnaturalandanthropogenicactivitiesontrophiclevelofinlandwateranalysisofpoyanglakebasinchinawithlandsat8observations
AT duchao estimatingeffectsofnaturalandanthropogenicactivitiesontrophiclevelofinlandwateranalysisofpoyanglakebasinchinawithlandsat8observations
AT xujie estimatingeffectsofnaturalandanthropogenicactivitiesontrophiclevelofinlandwateranalysisofpoyanglakebasinchinawithlandsat8observations
AT liyuan estimatingeffectsofnaturalandanthropogenicactivitiesontrophiclevelofinlandwateranalysisofpoyanglakebasinchinawithlandsat8observations
AT zhangrunfei estimatingeffectsofnaturalandanthropogenicactivitiesontrophiclevelofinlandwateranalysisofpoyanglakebasinchinawithlandsat8observations
AT huangchao estimatingeffectsofnaturalandanthropogenicactivitiesontrophiclevelofinlandwateranalysisofpoyanglakebasinchinawithlandsat8observations
_version_ 1819141669851758592