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.
Main Authors: | , , , , , , , , , |
---|---|
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 |