Retrieval of Chlorophyll-a in Lower Reaches of the Minjiang River Via Three-Band Bio-Optical Model

Tingting Xie; Yunzhi Chen; Wenfang Lu

doi:10.3788/LOP57.071701

[1] Wang J L, Zhang Y J, Yang F et al. Spatial and temporal variations of chlorophyll-a concentration from 2009 to 2012 in Poyang Lake, China[J]. Environmental Earth Sciences, 73, 4063-4075(2015).

[2] Xu Y F, Li Y M, Wang Q et al. Eutrophication evaluation of three lakes and one reservoir using CCD images from the HJ-1 satellite[J]. Acta Scientiae Circumstantiae, 31, 81-93(2011).

[3] Chen Y L, Shen F. Influence of suspended particulate matter on chlorophyll-a retrieval algorithms in Yangtze River estuary and adjacent turbid waters[J]. Remote Sensing Technology and Application, 31, 126-133(2016).

[4] Gitelson A. The peak near 700 nm on radiance spectra of algae and water: relationships of its magnitude and position with chlorophyll concentration[J]. International Journal of Remote Sensing, 13, 3367-3373(1992).

[5] Jiao H B, Zha Y, Gao J et al. Estimation of chlorophyll-a concentration in Lake Tai, China using in situ hyperspectral data[J]. International Journal of Remote Sensing, 27, 4267-4276(2006).

[6] Gitelson A A, Schalles J F, Hladik C M. Remote chlorophyll-a retrieval in turbid, productive estuaries: Chesapeake Bay case study[J]. Remote Sensing of Environment, 109, 464-472(2007).

[7] Zhang Y, Liu M, Qin B et al. Modeling remote-sensing reflectance and retrieving chlorophyll-a concentration in extremely turbid case-2 waters (lake Taihu, China)[J]. IEEE Transactions on Geoscience and Remote Sensing, 47, 1937-1948(2009).

[8] Jia H L, Su W, Huang H M et al. Dynamic change characteristics and its dominant influencing factors of secchi disk depth in coastal and inland waters[J]. Acta Optica Sinica, 38, 0301001(2018).

[9] Xu J P, Zhang B, Song K S et al. Bio-optical model of total suspended matter based on reflectance in the near infrared wave band for case-II waters[J]. Spectroscopy and Spectral Analysis, 28, 2273-2277(2008).

[10] Zhou G H, Liu Q H, Ma R H et al. Inversion of chlorophyll-a concentration in turbid water of Lake Taihu based on optimized multi-spectral combination[J]. Journal of Lake Sciences, 20, 153-159(2008).

[11] Liu G, Li Y M, Lü H et al. Remote sensing of chlorophyll-a concentrations in lake Hongze using long time series MERIS observations[J]. Environmental Science, 38, 3645-3656(2017).

[12] Huang Q H, He Z H, Liang H et al. Estimation of chlorophyll-a concentration in Baihua lake water based on hyspectral data[J]. Environmental Science & Technology, 42, 134-141(2019).

[13] Li F, Xu J P, Ma R H et al. Chlorophyll-a retrieval in inland waters based on a regional three-band model[J]. Journal of Remote Sensing, 15, 1156-1170(2011).

[14] Dall'Olmo G, Gitelson A A, Rundquist D C. Towards a unified approach for remote estimation of chlorophyll-a in both terrestrial vegetation and turbid productive waters[J]. Geophysical Research Letters, 30, 1(2003).

[15] Dall'Olmo G, Gitelson A A. Effect of bio-optical parameter variability on the remote estimation of chlorophyll-a concentration in turbid productive waters: experimental results: erratum[J]. Applied Optics, 44, 3577-3592(2005).

[16] Du C, Wang S X, Zhou Y et al. Remote chlorophyll a retrieval in Taihu lake by three-band model using Hyperion hyperspectral data[J]. Chinese Journal of Environmental Science, 30, 2904-2910(2009).

[17] Huang C C, Li Y M, Xu L J et al. Study on influencing factors and universality of chlorophyll-a retrieval model in inland water body[J]. Environmental Science, 34, 525-531(2013).

[18] Song T, Zhou W L, Liu J Z et al. Evaluation on distribution of chlorophyll-a content in surface water of Taihu Lake by hyperspectral inversion models[J]. Acta Scientiae Circumstantiae, 37, 888-899(2017).

[19] Li T T, Tian L Q, Li J et al. Comparison study on the retrieval of chlorophyll in turbid waters based on Sentinel satellites: a case study of Poyang Lake[J]. Journal of Central China Normal University (Natural Sciences), 51, 858-864(2017).

[20] Bi S, Li Y M, Lü H et al. Estimation of chlorophyll-a concentration in Lake Erhai based on OLCI data[J]. Journal of Lake Sciences, 30, 701-712(2018).

[21] Gong S B, Gao A G, Lin J J et al. Temporal-spatial distribution and its influencing factors of suspended particulate matters in Minjiang lower reaches and estuary[J]. Journal of Earch Sciences and Environment, 39, 826-836(2017).

[22] Tang J W, Tian G L, Wang X Y et al. The methods of water spectra measurement and analysis Ⅰ: above-water method[J]. Journal of Remote Sensing, 8, 37-44(2004).

[23] Ai Y S, Shen Y L. Measurement uncertainty-aware quantitative remote sensing inversion to retrieve suspended matter concentration in inland water[J]. Acta Optica Sinica, 36, 0701002(2016).

[24] Gordon H R, Brown O B, Evans R H et al. A semianalytic radiance model of ocean color[J]. Journal of Geophysical Research Atmospheres, 93, 10909-10924(1988).

[25] Zhang F, Guo J J, Li Z G et al. Preliminary testing of chlorophyll-a concentration on offshore surface based on oceanographic lidar[J]. Laser & Optoelectronics Progress, 56, 051201(2019).

[26] Yang Y, Li Y M, Wang Q et al. Retrieval of chlorophyll-a concentration in the turbid and eutrophic Taihu lake[J]. Journal of Geo-Information Science, 11, 5597-5603(2009).

[27] Li L, Yin Q, Gong C L et al. Fluorescence characteristics of different chlorophyll a concentration in lake Taihu[J]. Spectroscopy and Spectral Analysis, 31, 136-140(2011).

[28] Li Y M, Wang Q, Huang J Z et al[M]. Optical properties and water color remote sensing of Taihu Lake(2010).

[29] Shi K, Li Y M, Liu Z H et al. Three-band inversion model of chlorophyll concentration in inland lakes based on different spectral leading factors[J]. Environmental Science, 31, 42-50(2010).

[30] Tian H J, Cao C X, Xu M et al. Estimation of chlorophyll-a concentration in coastal waters with HJ-1A HSI data using a three-band bio-optical model and validation[J]. International Journal of Remote Sensing, 35, 5984-6003(2014).