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author:

Xie, T. (Xie, T..) [1] | Chen, Y. (Chen, Y..) [2] | Lu, W. (Lu, W..) [3]

Indexed by:

Scopus PKU CSCD

Abstract:

Chlorophyll-a (Chla) can intuitively reflect the degree of cutrophication of water, Chla concentration can be accurately estimated via the three-band bio-optical model because it can weaken the influence of factors such as suspended and yellow matter in casc-11 waters. Therefore, the approximate position of the three-band factor was determined by analyzing the spectral characteristics of the measured water body. Further, three characteristic bands and a retrieval model were established using the exhaustive method and correlation analysis. Results show that when λ1 = 661.63 nm, λ2 = 693.54 nm, and λ3 = 757.35 nm, the three-band factor [Rrs -1 (λ1) - Rrs -1 (λ2)] Rrs (λ3) exhibits a high correlation coefficient with the Chla concentration (r = 0.830). The determination coefficient, root mean square error, and mean absolute percentage error of the model arc 0.859, 2.446 mg·m-1, and 32.169%, respectively, furthermore, the accuracy is better than that of the band ratio and reflection peak models. These results can provide a theoretical basis and technical support for the Chla retrieval in the lower reaches of the Minjiang River and enable band selection for the subsequent retrieval of the Chla concentration in casc-11 waters using the three-band factor method. © 2020 Universitat zu Koln. All rights reserved.

Keyword:

Band selection; Casc-11 waters; Chlorophyll-a; Remote sensing; Three-band bio-optical model

Community:

  • [ 1 ] [Xie, T.]Natl. & Local Joint Eng. Res. Ctr. of Satellite Geospatial Info. Technol., Fuzhou University, Fuzhou, Fujian, 350116, China
  • [ 2 ] [Xie, T.]Key Laboratory of Spatial Data Mining and Information Sharing of Ministry of Education, Fuzhou, Fujian, 350116, China
  • [ 3 ] [Chen, Y.]Natl. & Local Joint Eng. Res. Ctr. of Satellite Geospatial Info. Technol., Fuzhou University, Fuzhou, Fujian, 350116, China
  • [ 4 ] [Chen, Y.]Key Laboratory of Spatial Data Mining and Information Sharing of Ministry of Education, Fuzhou, Fujian, 350116, China
  • [ 5 ] [Lu, W.]Natl. & Local Joint Eng. Res. Ctr. of Satellite Geospatial Info. Technol., Fuzhou University, Fuzhou, Fujian, 350116, China
  • [ 6 ] [Lu, W.]Key Laboratory of Spatial Data Mining and Information Sharing of Ministry of Education, Fuzhou, Fujian, 350116, China

Reprint 's Address:

  • [Chen, Y.]Natl. & Local Joint Eng. Res. Ctr. of Satellite Geospatial Info. Technol., Fuzhou UniversityChina

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Source :

Laser and Optoelectronics Progress

ISSN: 1006-4125

Year: 2020

Issue: 7

Volume: 57

0 . 9 0 0

JCR@2023

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 5

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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