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Erschienen in: Environmental Earth Sciences 16/2018

01.08.2018 | Original Article

Spatial and temporal variations of suspended solid concentrations from 2000 to 2013 in Poyang Lake, China

verfasst von: Juanle Wang, Eryang Chen, Ge Li, Lu Zhang, Xiaoming Cao, Yongjie Zhang, Yujie Wang

Erschienen in: Environmental Earth Sciences | Ausgabe 16/2018

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Abstract

Concentrations of suspended solids in lakes can affect the latter’s primary productivity and reflect changes in sediment deposition. Determining the temporal and spatial distribution of suspended solid concentrations has important significance in lake water environmental management; this is particularly urgent for Poyang Lake, the largest freshwater lake in China. In this study, suspended solid concentration inversion models for Poyang Lake were created using a semi-empirical method with regression analysis between continuously measured suspended solid concentration data and multi-band moderate-resolution imaging spectroradiometer images for spring, summer, autumn, and winter from 2009 to 2012. The coefficient of determination (R2) is from 0.6 to 0.9 and the average relative error for the accuracy verification was between 10 and 30%. The seasonal distributions of suspended solid concentrations in Poyang Lake from 2000 to 2013 were then obtained using optimal reversal models. The results showed that the seasonal variation in suspended solid concentrations had a “W” shape in which high spring and autumn and low summer and winter values. The suspended solid concentrations increased annually from 2000 to 2013 and were mainly distributed in the northern and central portions of the lake, with lower values along the shorelines. Further analysis indicated that the large difference in water level between the wet and dry seasons is an important factor in explaining these seasonal variations. Moreover, the suspended solid concentrations were poorly correlated with water temperature and chlorophyll-a concentration but more highly correlated with the deferred chlorophyll-a concentration.

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Literatur
Zurück zum Zitat Brown OB, Jacobs MM (1975) Computed relationships between the inherent and apparent optical properties of a flat homogenous ocean. Appl Opt 14(2):417–427CrossRef Brown OB, Jacobs MM (1975) Computed relationships between the inherent and apparent optical properties of a flat homogenous ocean. Appl Opt 14(2):417–427CrossRef
Zurück zum Zitat Chen J (2009) The research of scaling effect and accuracy assessments of quantitative model for suspended sediment concentration of case II waters: a case study on Taihu Lake. China University of Geosciences, Beijing Chen J (2009) The research of scaling effect and accuracy assessments of quantitative model for suspended sediment concentration of case II waters: a case study on Taihu Lake. China University of Geosciences, Beijing
Zurück zum Zitat Chen X, Wu Y, Tian L (2007) Inversion model for dynamic monitoring of suspended sediment: a case study on Poyang Lake. Sci Technol Rev 25(06):19–22 Chen X, Wu Y, Tian L (2007) Inversion model for dynamic monitoring of suspended sediment: a case study on Poyang Lake. Sci Technol Rev 25(06):19–22
Zurück zum Zitat Chen J, Quan W, Wen Z (2013a) An improved three-band semi-analytical algorithm for estimating chlorophyll-a concentration in highly turbid coastal waters: a case study of the Yellow River estuary, China. Environ Earth Sci 69(8):2709–2719CrossRef Chen J, Quan W, Wen Z (2013a) An improved three-band semi-analytical algorithm for estimating chlorophyll-a concentration in highly turbid coastal waters: a case study of the Yellow River estuary, China. Environ Earth Sci 69(8):2709–2719CrossRef
Zurück zum Zitat Chen J, Zhang X, Quan W (2013b) Retrieval chlorophyll-a concentration from coastal waters: three-band semi-analytical algorithms comparison and development. Opt Express 21(7):9024–9042CrossRef Chen J, Zhang X, Quan W (2013b) Retrieval chlorophyll-a concentration from coastal waters: three-band semi-analytical algorithms comparison and development. Opt Express 21(7):9024–9042CrossRef
Zurück zum Zitat Chen F, Xiao D, Li Z (2016) Developing water quality retrieval models with in situ hyperspectral data in Poyang Lake, China. Geo-spat Inf Sci 19(4):255–266CrossRef Chen F, Xiao D, Li Z (2016) Developing water quality retrieval models with in situ hyperspectral data in Poyang Lake, China. Geo-spat Inf Sci 19(4):255–266CrossRef
Zurück zum Zitat Cohen WB, Maiersperger TK, Gower ST (2003) An improved strategy for regression of biophysical variables and Landsat ETM+ data. Remote Sens Environ 84(4):561–571CrossRef Cohen WB, Maiersperger TK, Gower ST (2003) An improved strategy for regression of biophysical variables and Landsat ETM+ data. Remote Sens Environ 84(4):561–571CrossRef
Zurück zum Zitat Cui L, Qiu Y, Fei T, Liu Y, Wu G (2013) Using remotely sensed suspended sediment concentration variation to improve management of Poyang Lake, China. Lake Reserv Manag 29:1,47–60CrossRef Cui L, Qiu Y, Fei T, Liu Y, Wu G (2013) Using remotely sensed suspended sediment concentration variation to improve management of Poyang Lake, China. Lake Reserv Manag 29:1,47–60CrossRef
Zurück zum Zitat Dai Z, Zhang W, Chan X et al (2013) Monitoring TSM by HJ CCD imagery index in Poyang Lake. Geomat Inf Sci Wuhan Univ 38(11):1303–1307 Dai Z, Zhang W, Chan X et al (2013) Monitoring TSM by HJ CCD imagery index in Poyang Lake. Geomat Inf Sci Wuhan Univ 38(11):1303–1307
Zurück zum Zitat Dekker A, Vos R, Peters S (2001) Comparison of remote sensing data, model results and in situ data for total suspended matter (TSM) in the southern Frisian lakes. Sci Total Environ 268(1):197–214CrossRef Dekker A, Vos R, Peters S (2001) Comparison of remote sensing data, model results and in situ data for total suspended matter (TSM) in the southern Frisian lakes. Sci Total Environ 268(1):197–214CrossRef
Zurück zum Zitat Gartner JW (2004) Estimating suspended solids concentrations from backscatter intensity measured by acoustic Doppler current profiler in San Francisco Bay, California. Mar Geol 211(3–4):169–187CrossRef Gartner JW (2004) Estimating suspended solids concentrations from backscatter intensity measured by acoustic Doppler current profiler in San Francisco Bay, California. Mar Geol 211(3–4):169–187CrossRef
Zurück zum Zitat Haldna M, Milius A, Laugaste R, Kangur K (2008) Nutrients and phytoplankton in Lake Peipsi during two periods that differed in water level and temperature. Hydrobiologia 599(1):3–11CrossRef Haldna M, Milius A, Laugaste R, Kangur K (2008) Nutrients and phytoplankton in Lake Peipsi during two periods that differed in water level and temperature. Hydrobiologia 599(1):3–11CrossRef
Zurück zum Zitat Hu C (2009) A novel ocean color index to detect floating algae in the global oceans. Remote Sens Environ 113(10):2118–2129CrossRef Hu C (2009) A novel ocean color index to detect floating algae in the global oceans. Remote Sens Environ 113(10):2118–2129CrossRef
Zurück zum Zitat Huang H, Peng X, Kong F (2014) Evaluation of ecological economy index in the poyang lake ecological economic zone. Acta Ecol Sin 34(11):3107–3114 Huang H, Peng X, Kong F (2014) Evaluation of ecological economy index in the poyang lake ecological economic zone. Acta Ecol Sin 34(11):3107–3114
Zurück zum Zitat Jiang H, Liu Y (2011) Monitoring of TSS concentration in Poyang Lake based on MODIS data. Yangtze River 42(17):87–90 Jiang H, Liu Y (2011) Monitoring of TSS concentration in Poyang Lake based on MODIS data. Yangtze River 42(17):87–90
Zurück zum Zitat Lai X, Shankman D, Huber C et al (2014) Sand mining and increasing Poyang Lake’s discharge ability: a reassessment of causes for lake decline in China[J]. J Hydrol 519:1698–1706CrossRef Lai X, Shankman D, Huber C et al (2014) Sand mining and increasing Poyang Lake’s discharge ability: a reassessment of causes for lake decline in China[J]. J Hydrol 519:1698–1706CrossRef
Zurück zum Zitat Lei P (2012) The establishment and application of semi-analysis model on suspended sediment remote sensing inversion in Caofeidian Offshore water. Chang’an University, Xian Lei P (2012) The establishment and application of semi-analysis model on suspended sediment remote sensing inversion in Caofeidian Offshore water. Chang’an University, Xian
Zurück zum Zitat Li J (1986) A study on determination of concentration of suspended solids in water by remote sensing. Acta Sci Circum 6(2):166–173 Li J (1986) A study on determination of concentration of suspended solids in water by remote sensing. Acta Sci Circum 6(2):166–173
Zurück zum Zitat Li X (1992) An united equation for remote sensing quantitative analysis of supended sediment and its application at Zhujiang River Estuary. Remote Sens Environ China 7(2):106–114 Li X (1992) An united equation for remote sensing quantitative analysis of supended sediment and its application at Zhujiang River Estuary. Remote Sens Environ China 7(2):106–114
Zurück zum Zitat Li H, Chen X, Lu J et al (2016) Numerical simulation of suspended sediment concentration in Lake Poyang during flood season considering dredging activities. J Lake Sci 28(2):421–431CrossRef Li H, Chen X, Lu J et al (2016) Numerical simulation of suspended sediment concentration in Lake Poyang during flood season considering dredging activities. J Lake Sci 28(2):421–431CrossRef
Zurück zum Zitat Liu Z, Ni Z (2015) The rules and the effects of varing river-lake relationships on the evolution of Poyang Lake. Acta Sci Circum 35(5):1265–1273 Liu Z, Ni Z (2015) The rules and the effects of varing river-lake relationships on the evolution of Poyang Lake. Acta Sci Circum 35(5):1265–1273
Zurück zum Zitat Liu Q, Rossiter DG (2008) Estimation on suspended sedimentation concentration of Poyang Lake using MODIS and hyperspectral data. Remote Sens Technol Appl 23(1):7–11 Liu Q, Rossiter DG (2008) Estimation on suspended sedimentation concentration of Poyang Lake using MODIS and hyperspectral data. Remote Sens Technol Appl 23(1):7–11
Zurück zum Zitat Liu Z, Li Y, Tan J (2012) Construction of semi-analytical model for inversing total suspended matter in Lake Taihu and Chaohu and assessment of its applicability. Environ Sci 33(09):3000–3008 Liu Z, Li Y, Tan J (2012) Construction of semi-analytical model for inversing total suspended matter in Lake Taihu and Chaohu and assessment of its applicability. Environ Sci 33(09):3000–3008
Zurück zum Zitat Liu J, Zhang Q, Gu X (2015) Evaluation of ecological flow with considerations of hydrological alterations in the Poyang Lake basin. Acta Ecol Sin 35(16):5477–5485 Liu J, Zhang Q, Gu X (2015) Evaluation of ecological flow with considerations of hydrological alterations in the Poyang Lake basin. Acta Ecol Sin 35(16):5477–5485
Zurück zum Zitat Ma Y, Ma Y (2003) Protection and utilization of Poyang Lake Wetland. Territ Nat Resour Study 4:66–67 Ma Y, Ma Y (2003) Protection and utilization of Poyang Lake Wetland. Territ Nat Resour Study 4:66–67
Zurück zum Zitat Ma R, Tang J (2009) Progress in lake water color remote sensing. J Lake Sci 21(2):143–158CrossRef Ma R, Tang J (2009) Progress in lake water color remote sensing. J Lake Sci 21(2):143–158CrossRef
Zurück zum Zitat Miller RL, McKee BA (2004) Using MODIS Terra 250 m imagery to map concentrations of total suspended matter in coastal waters. Remote Sens Environ 93(1):259–266CrossRef Miller RL, McKee BA (2004) Using MODIS Terra 250 m imagery to map concentrations of total suspended matter in coastal waters. Remote Sens Environ 93(1):259–266CrossRef
Zurück zum Zitat Min Q (1995) On the regularities of water level fluctuations in Poyang Lake. J Lake Sci 7(3):281–288CrossRef Min Q (1995) On the regularities of water level fluctuations in Poyang Lake. J Lake Sci 7(3):281–288CrossRef
Zurück zum Zitat Shi K, Li Y, Liu Z (2011) Estimation of total suspended matter concentration based on semi-analysis algorithm in Inland turbid waters. Environ Sci 32(06):1571–1580 Shi K, Li Y, Liu Z (2011) Estimation of total suspended matter concentration based on semi-analysis algorithm in Inland turbid waters. Environ Sci 32(06):1571–1580
Zurück zum Zitat Thormann MN, Bayley SE, Szumigalski AR (1997) Effects of hydrologic charges on above ground production and surface water chemistry in two boreal peatlands in Alberia: implications for global warming. Hydrobiologia 362(1–3):171–183CrossRef Thormann MN, Bayley SE, Szumigalski AR (1997) Effects of hydrologic charges on above ground production and surface water chemistry in two boreal peatlands in Alberia: implications for global warming. Hydrobiologia 362(1–3):171–183CrossRef
Zurück zum Zitat Wan B, Jiang H (2011) Thoughts on national environmental monitoring in “12th five-year plan”. Environ Monit China 27(1):2–4 Wan B, Jiang H (2011) Thoughts on national environmental monitoring in “12th five-year plan”. Environ Monit China 27(1):2–4
Zurück zum Zitat Wang X (2004) Assessment of wetland ecological system of Poyang Lake. Science Press, Beijing Wang X (2004) Assessment of wetland ecological system of Poyang Lake. Science Press, Beijing
Zurück zum Zitat Wang S (2016) Ecological security of Poyang Lake. Science Press, Beijing Wang S (2016) Ecological security of Poyang Lake. Science Press, Beijing
Zurück zum Zitat Wang S, Dou H (1998) Chinese Journal of lakes. Science Press, Beijing Wang S, Dou H (1998) Chinese Journal of lakes. Science Press, Beijing
Zurück zum Zitat Wang J, Zhang Y, Yang F, Cao X (2015) Spatial and temporal variations of chlorophyll-a, concentration from 2009 to 2012 in Poyang Lake, China. Environ Earth Sci 73(8):4063–4075CrossRef Wang J, Zhang Y, Yang F, Cao X (2015) Spatial and temporal variations of chlorophyll-a, concentration from 2009 to 2012 in Poyang Lake, China. Environ Earth Sci 73(8):4063–4075CrossRef
Zurück zum Zitat Yin Z, Zhang J (1987) The hydrological features of Poyang Lake (II). Oceanol Limnol Sin 18(2):22–27 Yin Z, Zhang J (1987) The hydrological features of Poyang Lake (II). Oceanol Limnol Sin 18(2):22–27
Zurück zum Zitat Zhang Y (2013) Estimation of chlorophyll a concentration in Poyang Lake based on measured spectral analysis and MODIS data. China University of Mining and Technology, Beijing Zhang Y (2013) Estimation of chlorophyll a concentration in Poyang Lake based on measured spectral analysis and MODIS data. China University of Mining and Technology, Beijing
Zurück zum Zitat Zhang W, Chen X, Tian L et al (2010) Suspended sediment monitoring in Poyang Lake using HJ-1-A/B CCD imagery. Geomat Inf Sci Wuhan Univ 35(12):1466–1469 Zhang W, Chen X, Tian L et al (2010) Suspended sediment monitoring in Poyang Lake using HJ-1-A/B CCD imagery. Geomat Inf Sci Wuhan Univ 35(12):1466–1469
Zurück zum Zitat Zhang R, Jiang Y, Wan J (2014) Effect of urbanization on the ecosystem of Poyang Lake. Resour Environ Yangtze Basin 23(3):400–406 Zhang R, Jiang Y, Wan J (2014) Effect of urbanization on the ecosystem of Poyang Lake. Resour Environ Yangtze Basin 23(3):400–406
Zurück zum Zitat Zhou Y, Wang H, Yao L (2004) Analysis of the ecological environment in Poyang Lake area and comprehensive countermeasures. Environ Pollut Control 26(2):159 Zhou Y, Wang H, Yao L (2004) Analysis of the ecological environment in Poyang Lake area and comprehensive countermeasures. Environ Pollut Control 26(2):159
Metadaten
Titel
Spatial and temporal variations of suspended solid concentrations from 2000 to 2013 in Poyang Lake, China
verfasst von
Juanle Wang
Eryang Chen
Ge Li
Lu Zhang
Xiaoming Cao
Yongjie Zhang
Yujie Wang
Publikationsdatum
01.08.2018
Verlag
Springer Berlin Heidelberg
Erschienen in
Environmental Earth Sciences / Ausgabe 16/2018
Print ISSN: 1866-6280
Elektronische ISSN: 1866-6299
DOI
https://doi.org/10.1007/s12665-018-7773-z

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