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Article: Optical models for remote sensing of chromophoric dissolved organic matter (CDOM) absorption in Poyang Lake

TitleOptical models for remote sensing of chromophoric dissolved organic matter (CDOM) absorption in Poyang Lake
Authors
KeywordsPoyang Lake
Field measured water reflectance
Chromophoric dissolved organic matter (CDOM)
Sentinel-2MSI
Retrieval model
Landsat-8 OLI
Issue Date2018
Citation
ISPRS Journal of Photogrammetry and Remote Sensing, 2018, v. 142, p. 124-136 How to Cite?
Abstract© 2018 Chromophoric dissolved organic matter (CDOM), the key component in aquatic environment, plays an important role in biogeochemical processing. In this study, in situ reflectance and water samples were used to develop models for estimating CDOM absorption in a complex freshwater environment in Poyang Lake, China. The in situ water reflectance spectra, CDOM absorption spectra and other water-color parameters from 92 samples collected in four representative study areas between 2015 and 2016 were analysed. Band ratio models were established to estimate CDOM absorption coefficient at 355 nm [ag(355)] based on the correlation analysis between reflectance and ag(355). The results indicated that the models performed well for estimating ag(355) when the 92 samples were divided into two datasets with the threshold of concentration of total suspended matter (TSM) as 10 mg/L. The band ratios of R(689)/R(497) and R(767)/R(826) were selected to establish models for retrieval of ag(355) in clean water (TSM < 10 mg/L) and turbid water (TSM ≥ 10 mg/L), respectively. The determination coefficients (r2) of calibration models for clean and turbid water were 0.70 and 0.73, respectively. The percentage root-mean-square errors (%RSME) of validation models for clean and turbid water were 13.2% and 11.6%, respectively. The simulated Sentinel-2 and Landsat-8 bands based on reflectance spectra were used to examine potential capability for retrieving CDOM using these sensors. The results indicated that Sentinel-2 performed better than Landsat-8 for estimating ag(355). The Sentinel-2 band ratio of B4/B2 or B5/B2 and B7/B8 or B7/B8A are effective for retrieval of CDOM in clean and turbid water of Poyang Lake, respectively.
Persistent Identifierhttp://hdl.handle.net/10722/277691
ISSN
2020 Impact Factor: 8.979
2020 SCImago Journal Rankings: 2.960
ISI Accession Number ID

 

DC FieldValueLanguage
dc.contributor.authorXu, Jian-
dc.contributor.authorFang, Chaoyang-
dc.contributor.authorGao, Dan-
dc.contributor.authorZhang, Hongsheng-
dc.contributor.authorGao, Chen-
dc.contributor.authorXu, Zhichao-
dc.contributor.authorWang, Yeqiao-
dc.date.accessioned2019-09-27T08:29:43Z-
dc.date.available2019-09-27T08:29:43Z-
dc.date.issued2018-
dc.identifier.citationISPRS Journal of Photogrammetry and Remote Sensing, 2018, v. 142, p. 124-136-
dc.identifier.issn0924-2716-
dc.identifier.urihttp://hdl.handle.net/10722/277691-
dc.description.abstract© 2018 Chromophoric dissolved organic matter (CDOM), the key component in aquatic environment, plays an important role in biogeochemical processing. In this study, in situ reflectance and water samples were used to develop models for estimating CDOM absorption in a complex freshwater environment in Poyang Lake, China. The in situ water reflectance spectra, CDOM absorption spectra and other water-color parameters from 92 samples collected in four representative study areas between 2015 and 2016 were analysed. Band ratio models were established to estimate CDOM absorption coefficient at 355 nm [ag(355)] based on the correlation analysis between reflectance and ag(355). The results indicated that the models performed well for estimating ag(355) when the 92 samples were divided into two datasets with the threshold of concentration of total suspended matter (TSM) as 10 mg/L. The band ratios of R(689)/R(497) and R(767)/R(826) were selected to establish models for retrieval of ag(355) in clean water (TSM < 10 mg/L) and turbid water (TSM ≥ 10 mg/L), respectively. The determination coefficients (r2) of calibration models for clean and turbid water were 0.70 and 0.73, respectively. The percentage root-mean-square errors (%RSME) of validation models for clean and turbid water were 13.2% and 11.6%, respectively. The simulated Sentinel-2 and Landsat-8 bands based on reflectance spectra were used to examine potential capability for retrieving CDOM using these sensors. The results indicated that Sentinel-2 performed better than Landsat-8 for estimating ag(355). The Sentinel-2 band ratio of B4/B2 or B5/B2 and B7/B8 or B7/B8A are effective for retrieval of CDOM in clean and turbid water of Poyang Lake, respectively.-
dc.languageeng-
dc.relation.ispartofISPRS Journal of Photogrammetry and Remote Sensing-
dc.subjectPoyang Lake-
dc.subjectField measured water reflectance-
dc.subjectChromophoric dissolved organic matter (CDOM)-
dc.subjectSentinel-2MSI-
dc.subjectRetrieval model-
dc.subjectLandsat-8 OLI-
dc.titleOptical models for remote sensing of chromophoric dissolved organic matter (CDOM) absorption in Poyang Lake-
dc.typeArticle-
dc.description.naturelink_to_subscribed_fulltext-
dc.identifier.doi10.1016/j.isprsjprs.2018.06.004-
dc.identifier.scopuseid_2-s2.0-85048192259-
dc.identifier.volume142-
dc.identifier.spage124-
dc.identifier.epage136-
dc.identifier.isiWOS:000440119300011-
dc.identifier.issnl0924-2716-

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