{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,18]],"date-time":"2026-06-18T19:21:28Z","timestamp":1781810488444,"version":"3.54.5"},"reference-count":47,"publisher":"MDPI AG","issue":"12","license":[{"start":{"date-parts":[[2022,6,18]],"date-time":"2022-06-18T00:00:00Z","timestamp":1655510400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["41922005"],"award-info":[{"award-number":["41922005"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["42001296"],"award-info":[{"award-number":["42001296"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["42071333"],"award-info":[{"award-number":["42071333"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["41871234"],"award-info":[{"award-number":["41871234"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["42071299"],"award-info":[{"award-number":["42071299"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["41701422"],"award-info":[{"award-number":["41701422"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["BK20191058"],"award-info":[{"award-number":["BK20191058"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["19KJB170001"],"award-info":[{"award-number":["19KJB170001"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["18KJA180002"],"award-info":[{"award-number":["18KJA180002"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["YJKYYQ20200071"],"award-info":[{"award-number":["YJKYYQ20200071"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["2019QZKK0202"],"award-info":[{"award-number":["2019QZKK0202"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["E1SL002"],"award-info":[{"award-number":["E1SL002"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["LYKJ[2019]32"],"award-info":[{"award-number":["LYKJ[2019]32"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Natural Science Foundation of Jiangsu Province","award":["41922005"],"award-info":[{"award-number":["41922005"]}]},{"name":"Natural Science Foundation of Jiangsu Province","award":["42001296"],"award-info":[{"award-number":["42001296"]}]},{"name":"Natural Science Foundation of Jiangsu Province","award":["42071333"],"award-info":[{"award-number":["42071333"]}]},{"name":"Natural Science Foundation of Jiangsu Province","award":["41871234"],"award-info":[{"award-number":["41871234"]}]},{"name":"Natural Science Foundation of Jiangsu Province","award":["42071299"],"award-info":[{"award-number":["42071299"]}]},{"name":"Natural Science Foundation of Jiangsu Province","award":["41701422"],"award-info":[{"award-number":["41701422"]}]},{"name":"Natural Science Foundation of Jiangsu Province","award":["BK20191058"],"award-info":[{"award-number":["BK20191058"]}]},{"name":"Natural Science Foundation of Jiangsu Province","award":["19KJB170001"],"award-info":[{"award-number":["19KJB170001"]}]},{"name":"Natural Science Foundation of Jiangsu Province","award":["18KJA180002"],"award-info":[{"award-number":["18KJA180002"]}]},{"name":"Natural Science Foundation of Jiangsu Province","award":["YJKYYQ20200071"],"award-info":[{"award-number":["YJKYYQ20200071"]}]},{"name":"Natural Science Foundation of Jiangsu Province","award":["2019QZKK0202"],"award-info":[{"award-number":["2019QZKK0202"]}]},{"name":"Natural Science Foundation of Jiangsu Province","award":["E1SL002"],"award-info":[{"award-number":["E1SL002"]}]},{"name":"Natural Science Foundation of Jiangsu Province","award":["LYKJ[2019]32"],"award-info":[{"award-number":["LYKJ[2019]32"]}]},{"name":"Natural Science Research Project of Jiangsu Higher Education Institution","award":["41922005"],"award-info":[{"award-number":["41922005"]}]},{"name":"Natural Science Research Project of Jiangsu Higher Education Institution","award":["42001296"],"award-info":[{"award-number":["42001296"]}]},{"name":"Natural Science Research Project of Jiangsu Higher Education Institution","award":["42071333"],"award-info":[{"award-number":["42071333"]}]},{"name":"Natural Science Research Project of Jiangsu Higher Education Institution","award":["41871234"],"award-info":[{"award-number":["41871234"]}]},{"name":"Natural Science Research Project of Jiangsu Higher Education Institution","award":["42071299"],"award-info":[{"award-number":["42071299"]}]},{"name":"Natural Science Research Project of Jiangsu Higher Education Institution","award":["41701422"],"award-info":[{"award-number":["41701422"]}]},{"name":"Natural Science Research Project of Jiangsu Higher Education Institution","award":["BK20191058"],"award-info":[{"award-number":["BK20191058"]}]},{"name":"Natural Science Research Project of Jiangsu Higher Education Institution","award":["19KJB170001"],"award-info":[{"award-number":["19KJB170001"]}]},{"name":"Natural Science Research Project of Jiangsu Higher Education Institution","award":["18KJA180002"],"award-info":[{"award-number":["18KJA180002"]}]},{"name":"Natural Science Research Project of Jiangsu Higher Education Institution","award":["YJKYYQ20200071"],"award-info":[{"award-number":["YJKYYQ20200071"]}]},{"name":"Natural Science Research Project of Jiangsu Higher Education Institution","award":["2019QZKK0202"],"award-info":[{"award-number":["2019QZKK0202"]}]},{"name":"Natural Science Research Project of Jiangsu Higher Education Institution","award":["E1SL002"],"award-info":[{"award-number":["E1SL002"]}]},{"name":"Natural Science Research Project of Jiangsu Higher Education Institution","award":["LYKJ[2019]32"],"award-info":[{"award-number":["LYKJ[2019]32"]}]},{"name":"Scientific Instrument Developing Project of the Chinese Academy of Sciences","award":["41922005"],"award-info":[{"award-number":["41922005"]}]},{"name":"Scientific Instrument Developing Project of the Chinese Academy of Sciences","award":["42001296"],"award-info":[{"award-number":["42001296"]}]},{"name":"Scientific Instrument Developing Project of the Chinese Academy of Sciences","award":["42071333"],"award-info":[{"award-number":["42071333"]}]},{"name":"Scientific Instrument Developing Project of the Chinese Academy of Sciences","award":["41871234"],"award-info":[{"award-number":["41871234"]}]},{"name":"Scientific Instrument Developing Project of the Chinese Academy of Sciences","award":["42071299"],"award-info":[{"award-number":["42071299"]}]},{"name":"Scientific Instrument Developing Project of the Chinese Academy of Sciences","award":["41701422"],"award-info":[{"award-number":["41701422"]}]},{"name":"Scientific Instrument Developing Project of the Chinese Academy of Sciences","award":["BK20191058"],"award-info":[{"award-number":["BK20191058"]}]},{"name":"Scientific Instrument Developing Project of the Chinese Academy of Sciences","award":["19KJB170001"],"award-info":[{"award-number":["19KJB170001"]}]},{"name":"Scientific Instrument Developing Project of the Chinese Academy of Sciences","award":["18KJA180002"],"award-info":[{"award-number":["18KJA180002"]}]},{"name":"Scientific Instrument Developing Project of the Chinese Academy of Sciences","award":["YJKYYQ20200071"],"award-info":[{"award-number":["YJKYYQ20200071"]}]},{"name":"Scientific Instrument Developing Project of the Chinese Academy of Sciences","award":["2019QZKK0202"],"award-info":[{"award-number":["2019QZKK0202"]}]},{"name":"Scientific Instrument Developing Project of the Chinese Academy of Sciences","award":["E1SL002"],"award-info":[{"award-number":["E1SL002"]}]},{"name":"Scientific Instrument Developing Project of the Chinese Academy of Sciences","award":["LYKJ[2019]32"],"award-info":[{"award-number":["LYKJ[2019]32"]}]},{"name":"Tibetan Plateau Scientific Expedition and Research Program","award":["41922005"],"award-info":[{"award-number":["41922005"]}]},{"name":"Tibetan Plateau Scientific Expedition and Research Program","award":["42001296"],"award-info":[{"award-number":["42001296"]}]},{"name":"Tibetan Plateau Scientific Expedition and Research Program","award":["42071333"],"award-info":[{"award-number":["42071333"]}]},{"name":"Tibetan Plateau Scientific Expedition and Research Program","award":["41871234"],"award-info":[{"award-number":["41871234"]}]},{"name":"Tibetan Plateau Scientific Expedition and Research Program","award":["42071299"],"award-info":[{"award-number":["42071299"]}]},{"name":"Tibetan Plateau Scientific Expedition and Research Program","award":["41701422"],"award-info":[{"award-number":["41701422"]}]},{"name":"Tibetan Plateau Scientific Expedition and Research Program","award":["BK20191058"],"award-info":[{"award-number":["BK20191058"]}]},{"name":"Tibetan Plateau Scientific Expedition and Research Program","award":["19KJB170001"],"award-info":[{"award-number":["19KJB170001"]}]},{"name":"Tibetan Plateau Scientific Expedition and Research Program","award":["18KJA180002"],"award-info":[{"award-number":["18KJA180002"]}]},{"name":"Tibetan Plateau Scientific Expedition and Research Program","award":["YJKYYQ20200071"],"award-info":[{"award-number":["YJKYYQ20200071"]}]},{"name":"Tibetan Plateau Scientific Expedition and Research Program","award":["2019QZKK0202"],"award-info":[{"award-number":["2019QZKK0202"]}]},{"name":"Tibetan Plateau Scientific Expedition and Research Program","award":["E1SL002"],"award-info":[{"award-number":["E1SL002"]}]},{"name":"Tibetan Plateau Scientific Expedition and Research Program","award":["LYKJ[2019]32"],"award-info":[{"award-number":["LYKJ[2019]32"]}]},{"name":"NIGLAS foundation","award":["41922005"],"award-info":[{"award-number":["41922005"]}]},{"name":"NIGLAS foundation","award":["42001296"],"award-info":[{"award-number":["42001296"]}]},{"name":"NIGLAS foundation","award":["42071333"],"award-info":[{"award-number":["42071333"]}]},{"name":"NIGLAS foundation","award":["41871234"],"award-info":[{"award-number":["41871234"]}]},{"name":"NIGLAS foundation","award":["42071299"],"award-info":[{"award-number":["42071299"]}]},{"name":"NIGLAS foundation","award":["41701422"],"award-info":[{"award-number":["41701422"]}]},{"name":"NIGLAS foundation","award":["BK20191058"],"award-info":[{"award-number":["BK20191058"]}]},{"name":"NIGLAS foundation","award":["19KJB170001"],"award-info":[{"award-number":["19KJB170001"]}]},{"name":"NIGLAS foundation","award":["18KJA180002"],"award-info":[{"award-number":["18KJA180002"]}]},{"name":"NIGLAS foundation","award":["YJKYYQ20200071"],"award-info":[{"award-number":["YJKYYQ20200071"]}]},{"name":"NIGLAS foundation","award":["2019QZKK0202"],"award-info":[{"award-number":["2019QZKK0202"]}]},{"name":"NIGLAS foundation","award":["E1SL002"],"award-info":[{"award-number":["E1SL002"]}]},{"name":"NIGLAS foundation","award":["LYKJ[2019]32"],"award-info":[{"award-number":["LYKJ[2019]32"]}]},{"name":"Jiangsu forestry science and technology innovation and promotion projec","award":["41922005"],"award-info":[{"award-number":["41922005"]}]},{"name":"Jiangsu forestry science and technology innovation and promotion projec","award":["42001296"],"award-info":[{"award-number":["42001296"]}]},{"name":"Jiangsu forestry science and technology innovation and promotion projec","award":["42071333"],"award-info":[{"award-number":["42071333"]}]},{"name":"Jiangsu forestry science and technology innovation and promotion projec","award":["41871234"],"award-info":[{"award-number":["41871234"]}]},{"name":"Jiangsu forestry science and technology innovation and promotion projec","award":["42071299"],"award-info":[{"award-number":["42071299"]}]},{"name":"Jiangsu forestry science and technology innovation and promotion projec","award":["41701422"],"award-info":[{"award-number":["41701422"]}]},{"name":"Jiangsu forestry science and technology innovation and promotion projec","award":["BK20191058"],"award-info":[{"award-number":["BK20191058"]}]},{"name":"Jiangsu forestry science and technology innovation and promotion projec","award":["19KJB170001"],"award-info":[{"award-number":["19KJB170001"]}]},{"name":"Jiangsu forestry science and technology innovation and promotion projec","award":["18KJA180002"],"award-info":[{"award-number":["18KJA180002"]}]},{"name":"Jiangsu forestry science and technology innovation and promotion projec","award":["YJKYYQ20200071"],"award-info":[{"award-number":["YJKYYQ20200071"]}]},{"name":"Jiangsu forestry science and technology innovation and promotion projec","award":["2019QZKK0202"],"award-info":[{"award-number":["2019QZKK0202"]}]},{"name":"Jiangsu forestry science and technology innovation and promotion projec","award":["E1SL002"],"award-info":[{"award-number":["E1SL002"]}]},{"name":"Jiangsu forestry science and technology innovation and promotion projec","award":["LYKJ[2019]32"],"award-info":[{"award-number":["LYKJ[2019]32"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Remote Sensing"],"abstract":"<jats:p>The Hongze Lake is the fourth largest freshwater lake in China and an important lake for the East Route of the South-to-North Water Diversion Project. The water quality of the lake affects social development and the lives of residents. To assess the impacts of environmental changes and human activities on the distribution of the total suspended matter (TSM) in the Hongze Lake, we developed an algorithm that utilizes the near-infrared (NIR) band to estimate TSM based on in situ measurements. The algorithm was applied to Landsat images to derive TSM distribution maps from 1984 to 2019, revealing significant inter-annual, seasonal, and spatial variability. The relationship between TSM, precipitation, and wind speed was analyzed, and we found that: (1) The estimation model of TSM concentration in the Hongze Lake constructed for TM and OLI has a high accuracy, and it can be used to jointly monitor TSM concentration in the Hongze Lake for long-term series; (2) From 1984 to 2019, the concentration of TSM in the Hongze Lake showed a trend of first rising and then falling, with the maximum value in 2010 at 100.18 mg\/L mainly caused by sand mining activities. Precipitation and wind speed weakly influence the inter-annual variation of TSM concentration; (3) The concentration of TSM in the Hongze Lake in summer is easily affected by flooding in the Huai River, and the concentration of TSM in other seasons is significantly negatively correlated with precipitation; (4) TSM is highest in the Huaihe Bay, followed by the Lihe Bay and Chengzi Bay. The main reason for this is that the input of the Huaihe Bay flows directly into this lake area and is also the main navigation channel. The results of this study are of great significance for the protection and management of the water environment of the Hongze Lake.<\/jats:p>","DOI":"10.3390\/rs14122919","type":"journal-article","created":{"date-parts":[[2022,6,19]],"date-time":"2022-06-19T21:19:26Z","timestamp":1655673566000},"page":"2919","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":21,"title":["Characteristics of the Total Suspended Matter Concentration in the Hongze Lake during 1984\u20132019 Based on Landsat Data"],"prefix":"10.3390","volume":"14","author":[{"given":"Chenggong","family":"Du","sequence":"first","affiliation":[{"name":"Jiangsu Collaborative Innovation Center of Regional Modern Agriculture & Environmental Protection, Huaiyin Normal University, Huaian 223300, China"},{"name":"Jiangsu Key Laboratory for Eco-Agricultural Biotechnology around Hongze Lake, Huaiyin Normal University, Huaian 223300, China"},{"name":"Jiangsu Engineering Research Center for Cyanophytes Forecast and Ecological Restoration of Hongze Lake, Huaiyin Normal University, Huaian 223300, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yunmei","family":"Li","sequence":"additional","affiliation":[{"name":"Key Laboratory of Virtual Geographic Environment of Education Ministry, Nanjing Normal University, Nanjing 210046, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Heng","family":"Lyu","sequence":"additional","affiliation":[{"name":"Key Laboratory of Virtual Geographic Environment of Education Ministry, Nanjing Normal University, Nanjing 210046, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kun","family":"Shi","sequence":"additional","affiliation":[{"name":"Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, Nanjing 210008, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Naisen","family":"Liu","sequence":"additional","affiliation":[{"name":"Jiangsu Collaborative Innovation Center of Regional Modern Agriculture & Environmental Protection, Huaiyin Normal University, Huaian 223300, China"},{"name":"Jiangsu Key Laboratory for Eco-Agricultural Biotechnology around Hongze Lake, Huaiyin Normal University, Huaian 223300, China"},{"name":"Jiangsu Engineering Research Center for Cyanophytes Forecast and Ecological Restoration of Hongze Lake, Huaiyin Normal University, Huaian 223300, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chen","family":"Yan","sequence":"additional","affiliation":[{"name":"Jiangsu Collaborative Innovation Center of Regional Modern Agriculture & Environmental Protection, Huaiyin Normal University, Huaian 223300, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jinheng","family":"Pan","sequence":"additional","affiliation":[{"name":"Jiangsu Collaborative Innovation Center of Regional Modern Agriculture & Environmental Protection, Huaiyin Normal University, Huaian 223300, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yulong","family":"Guo","sequence":"additional","affiliation":[{"name":"College of Resources and Environment, Henan Agricultural University, Zhengzhou 450002, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0381-2605","authenticated-orcid":false,"given":"Yuan","family":"Li","sequence":"additional","affiliation":[{"name":"School of Tourism and City Management, Zhejiang Gongshang University, Hangzhou 310000, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2022,6,18]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"1511","DOI":"10.1016\/j.jglr.2020.08.024","article-title":"Variations in water level, area and volume of Hongze Lake, China from 2003 to 2018","volume":"46","author":"Cai","year":"2020","journal-title":"J. Great Lakes Res."},{"key":"ref_2","doi-asserted-by":"crossref","unstructured":"Wu, Y., Dai, R., Xu, Y., Han, J., and Li, P. (2018). Statistical assessment of water quality issues in Hongze Lake, China, related to the operation of a water diversion project. Sustainability, 10.","DOI":"10.3390\/su10061885"},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"392","DOI":"10.1016\/j.rse.2009.09.016","article-title":"Retrieval of total suspended matter concentration in the Yellow and East China Seas from MODIS imagery","volume":"114","author":"Zhang","year":"2010","journal-title":"Remote Sens Environ."},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"259","DOI":"10.1016\/j.rse.2004.07.012","article-title":"Using MODIS Terra 250 m imagery to map concentrations of total suspended matter in coastal waters","volume":"93","author":"Miller","year":"2004","journal-title":"Remote Sens Environ."},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"28079","DOI":"10.1007\/s11356-017-0305-7","article-title":"Tempo-spatial dynamics of water quality and its response to river flow in estuary of Taihu Lake based on GOCI imagery","volume":"24","author":"Du","year":"2017","journal-title":"Environ. Sci. Pollut. Res."},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"2401","DOI":"10.1007\/s11434-006-2096-y","article-title":"Mechanism and control of lake eutrophication","volume":"51","author":"Qin","year":"2006","journal-title":"Chin. Sci. Bull."},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s11430-006-8101-0","article-title":"The nutrient forms, cycling and exchange flux in the sediment and overlying water system in lakes from the middle and lower reaches of Yangtze River","volume":"49","author":"Qin","year":"2006","journal-title":"Sci. China Ser. D"},{"key":"ref_8","doi-asserted-by":"crossref","unstructured":"Liu, H., Li, Q., Shi, T., Hu, S., Wu, G., and Zhou, Q. (2017). Application of sentinel 2 MSI images to retrieve suspended particulate matter concentrations in Poyang Lake. Remote Sens., 9.","DOI":"10.3390\/rs9070761"},{"key":"ref_9","doi-asserted-by":"crossref","unstructured":"Ciancia, E., Campanelli, A., Lacava, T., Palombo, A., Pascucci, S., Pergola, N., Pignatti, S., Satriano, V., and Tramutoli, V. (2020). Modeling and multi-temporal characterization of total suspended matter by the combined use of Sentinel 2-MSI and Landsat 8-OLI data: The Pertusillo Lake case study (Italy). Remote Sens., 12.","DOI":"10.3390\/rs12132147"},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"98","DOI":"10.1016\/j.rse.2017.02.007","article-title":"Climate- and human-induced changes in suspended particulate matter over Lake Hongze on short and long timescales","volume":"192","author":"Cao","year":"2017","journal-title":"Remote Sens. Environ."},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"228","DOI":"10.5539\/jsd.v3n3p228","article-title":"Use of remote sensing and GIS in monitoring water quality","volume":"3","author":"Usali","year":"2010","journal-title":"J. Sustain. Dev."},{"key":"ref_12","doi-asserted-by":"crossref","unstructured":"Topp, S.N., Pavelsky, T.M., Jensen, D., Simard, M., and Ross, M.R. (2020). Research trends in the use of remote sensing for inland water quality science: Moving towards multidisciplinary applications. Water, 12.","DOI":"10.3390\/w12010169"},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"7","DOI":"10.3389\/fenvs.2020.00007","article-title":"Hyperspectral satellite remote sensing of water quality in Lake Atitl\u00e1n, Guatemala","volume":"8","author":"Griffin","year":"2020","journal-title":"Front. Environ. Sci."},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"124826","DOI":"10.1016\/j.jhydrol.2020.124826","article-title":"A review of remote sensing applications for water security: Quantity, quality, and extremes","volume":"585","author":"Chawla","year":"2020","journal-title":"J. Hydrol."},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"111349","DOI":"10.1016\/j.rse.2019.111349","article-title":"A semi-analytical approach for remote sensing of trophic state in inland waters: Bio-optical mechanism and application","volume":"232","author":"Shi","year":"2019","journal-title":"Remote Sens. Environ."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"39","DOI":"10.1007\/s40808-018-0415-3","article-title":"Locally tuned model to map the chlorophyll-a and the trophic state in Porto Primavera reservoir using MODIS\/Terra images","volume":"4","author":"Eraso","year":"2018","journal-title":"Modeling Earth Syst. Environ."},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"111491","DOI":"10.1016\/j.rse.2019.111491","article-title":"An empirical algorithm to seamlessly retrieve the concentration of suspended particulate matter from water color across ocean to turbid river mouths","volume":"235","author":"Yu","year":"2019","journal-title":"Remote Sens. Environ."},{"key":"ref_18","doi-asserted-by":"crossref","unstructured":"Pan, Y., Shen, F., and Wei, X. (2018). Fusion of Landsat-8\/OLI and GOCI Data for Hourly Mapping of Suspended Particulate Matter at High Spatial Resolution: A Case Study in the Yangtze (Changjiang) Estuary. Remote Sens., 10.","DOI":"10.3390\/rs10020158"},{"key":"ref_19","first-page":"29","article-title":"Estimation of total phosphorus concentration using a water classification method in inland water","volume":"71","author":"Du","year":"2018","journal-title":"Int. J. Appl. Earth Obs."},{"key":"ref_20","first-page":"287","article-title":"Deteriorating water clarity in shallow waters: Evidence from long term MODIS and in-situ observations","volume":"68","author":"Shi","year":"2018","journal-title":"Int. J. Appl. Earth Obs."},{"key":"ref_21","first-page":"997","article-title":"Development of water quality models for remote sensing of the Saimaa lake system","volume":"16","author":"Buznikov","year":"2001","journal-title":"Earth Obs. Remote Sens."},{"key":"ref_22","first-page":"173","article-title":"Monitoring of chlorophyll-a and sea surface silicate concentrations in the south part of Cheju island in the East China sea using MODIS data","volume":"67","author":"Zhang","year":"2018","journal-title":"Int. J. Appl. Earth Obs."},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"2201","DOI":"10.1109\/TGRS.2016.2638828","article-title":"Estimation of Colored Dissolved Organic Matter From Landsat-8 Imagery for Complex Inland Water: Case Study of Lake Huron","volume":"55","author":"Chen","year":"2017","journal-title":"IEEE Trans. Geosci. Remote Sens."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"187","DOI":"10.3389\/fmars.2019.00187","article-title":"Inter-Annual Variability of Organic Carbon Concentration in the Eastern Fram Strait During Summer (2009\u20132017)","volume":"6","author":"Engel","year":"2019","journal-title":"Front. Mar. Sci."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"39","DOI":"10.1016\/j.scitotenv.2016.08.019","article-title":"Remote sensing of diffuse attenuation coefficient patterns from Landsat 8 OLI imagery of turbid inland waters: A case study of Dongting Lake","volume":"573","author":"Zheng","year":"2016","journal-title":"Sci. Total Environ."},{"key":"ref_26","doi-asserted-by":"crossref","unstructured":"Ogashawara, I. (2019). Advances and limitations of using satellites to monitor cyanobacterial harmful algal blooms. Acta Limnol. Bras., 31.","DOI":"10.1590\/s2179-975x0619"},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"106539","DOI":"10.1016\/j.ecolind.2020.106539","article-title":"Long-term remote tracking the dynamics of surface water turbidity using a density peaks-based classification: A case study in the Three Gorges Reservoir, China","volume":"116","author":"Zhou","year":"2020","journal-title":"J. Ecol. Indic."},{"key":"ref_28","doi-asserted-by":"crossref","unstructured":"Pham, Q., Ha, N., Pahlevan, N., Oanh, L., Nguyen, T., and Nguyen, N.J.R.S. (2018). Using Landsat-8 Images for Quantifying Suspended Sediment Concentration in Red River (Northern Vietnam). Remote Sens., 10.","DOI":"10.3390\/rs10111841"},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"3400","DOI":"10.1080\/01431161.2016.1199084","article-title":"Retrieval of total suspended matter concentration from Gaofen-1 Wide Field Imager (WFI) multispectral imagery with the assistance of Terra MODIS in turbid water\u2014Case in Deep Bay","volume":"37","author":"Tian","year":"2016","journal-title":"Int. J. Remote Sens."},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"22","DOI":"10.1016\/j.csr.2018.11.007","article-title":"Spatio-temporal variation of the suspended sediment concentration in the Pearl River Estuary observed by MODIS during 2003\u20132015","volume":"172","author":"Zhan","year":"2018","journal-title":"Cont. Shelf Res."},{"key":"ref_31","doi-asserted-by":"crossref","first-page":"15","DOI":"10.1080\/01431160010006917","article-title":"Analytical algorithms for lake water TSM estimation for retrospective analyses of TM and SPOT sensor data","volume":"23","author":"Dekker","year":"2002","journal-title":"Int. J. Remote Sens."},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"13975","DOI":"10.3390\/rs71013975","article-title":"Landsat-Based Long-Term Monitoring of Total Suspended Matter Concentration Pattern Change in the Wet Season for Dongting Lake, China","volume":"7","author":"Zheng","year":"2015","journal-title":"Remote Sens."},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"3041","DOI":"10.1007\/s11356-018-3778-0","article-title":"Long-term change of total suspended matter in a deep-valley reservoir with HJ-1A\/B: Implications for reservoir management","volume":"26","author":"Zhang","year":"2019","journal-title":"Environ. Sci. Pollut. Res."},{"key":"ref_34","doi-asserted-by":"crossref","first-page":"819","DOI":"10.1016\/j.rse.2012.06.014","article-title":"A regional remote sensing algorithm for total suspended matter in the East China Sea","volume":"124","author":"Mao","year":"2012","journal-title":"Remote Sens. Environ."},{"key":"ref_35","doi-asserted-by":"crossref","first-page":"43","DOI":"10.1016\/j.rse.2015.02.029","article-title":"Long-term remote monitoring of total suspended matter concentration in Lake Taihu using 250 m MODIS-Aqua data","volume":"164","author":"Shi","year":"2015","journal-title":"Remote Sens. Environ."},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"108","DOI":"10.1016\/j.rse.2016.04.011","article-title":"Landsat 8: Providing continuity and increased precision for measuring multi-decadal time series of total suspended matter","volume":"185","author":"Lymburner","year":"2016","journal-title":"Remote Sens. Environ."},{"key":"ref_37","doi-asserted-by":"crossref","unstructured":"Yang, H., Kong, J., Hu, H., Du, Y., Gao, M., and Chen, F. (2022). A Review of Remote Sensing for Water Quality Retrieval: Progress and Challenges. Remote Sens., 14.","DOI":"10.3390\/rs14081770"},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"3179","DOI":"10.1080\/01431161.2018.1541109","article-title":"Remote sensing monitoring of the suspended particle size in Hongze Lake based on GF-1 data","volume":"40","author":"Lei","year":"2019","journal-title":"J. Int. J. Remote Sens."},{"key":"ref_39","first-page":"37","article-title":"The methods of water spectra measurement and analysis I: Above-water method","volume":"8","author":"Tang","year":"2004","journal-title":"Int. J. Remote Sens."},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"197","DOI":"10.1016\/S0048-9697(00)00679-3","article-title":"Comparison of remote sensing data, model results and in situ data for total suspended matter (TSM) in the southern Frisian lakes","volume":"268","author":"Dekker","year":"2001","journal-title":"Sci. Total Environ."},{"key":"ref_41","doi-asserted-by":"crossref","first-page":"105924","DOI":"10.1016\/j.ecolind.2019.105924","article-title":"Characterization of short-term salinity fluctuations in the Neretva River Delta situated in the southern Adriatic Croatia using Landsat-5 TM","volume":"110","author":"Racetin","year":"2020","journal-title":"Ecol. Indic."},{"key":"ref_42","doi-asserted-by":"crossref","first-page":"2309","DOI":"10.1080\/01431160902973873","article-title":"Empirical estimation of total phosphorus concentration in the mainstream of the Qiantang River in China using Landsat TM data","volume":"31","author":"Wu","year":"2010","journal-title":"Int. J. Remote Sens."},{"key":"ref_43","doi-asserted-by":"crossref","first-page":"993","DOI":"10.1016\/j.watres.2011.11.068","article-title":"Estimation of chlorophyll-a concentration in turbid productive waters using airborne hyperspectral data","volume":"46","author":"Moses","year":"2012","journal-title":"J. Water Res."},{"key":"ref_44","doi-asserted-by":"crossref","first-page":"1247","DOI":"10.1080\/01431169308953955","article-title":"Detecting water quality parameters in the Norfolk Broads, UK, using Landsat imagery","volume":"14","author":"Baban","year":"1993","journal-title":"Int. J. Remote Sens."},{"key":"ref_45","doi-asserted-by":"crossref","first-page":"148","DOI":"10.1080\/23729333.2016.1179864","article-title":"Spatiotemporal total suspended matter estimation in Itumbiara reservoir with Landsat-8\/OLI images","volume":"2","author":"Curtarelli","year":"2016","journal-title":"Int. J. Cartogr."},{"key":"ref_46","doi-asserted-by":"crossref","first-page":"370","DOI":"10.1016\/j.isprsjprs.2017.06.013","article-title":"Change detection using landsat time series: A review of frequencies, preprocessing, algorithms, and applications","volume":"130","author":"Zhu","year":"2017","journal-title":"ISPRS J. Photogramm. Remote Sens."},{"key":"ref_47","doi-asserted-by":"crossref","first-page":"111974","DOI":"10.1016\/j.rse.2020.111974","article-title":"A machine learning approach to estimate chlorophyll-a from Landsat-8 measurements in inland lakes","volume":"248","author":"Cao","year":"2020","journal-title":"Remote Sens. Environ."}],"container-title":["Remote Sensing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2072-4292\/14\/12\/2919\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,10]],"date-time":"2025-10-10T23:34:38Z","timestamp":1760139278000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2072-4292\/14\/12\/2919"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,6,18]]},"references-count":47,"journal-issue":{"issue":"12","published-online":{"date-parts":[[2022,6]]}},"alternative-id":["rs14122919"],"URL":"https:\/\/doi.org\/10.3390\/rs14122919","relation":{},"ISSN":["2072-4292"],"issn-type":[{"value":"2072-4292","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,6,18]]}}}