Developing a PCA–ANN Model for Predicting Chlorophyll a Concentration from Field Hyperspectral Measurements in Dianshan Lake, China-Reference-Cited by-同舟云学术

Developing a PCA–ANN Model for Predicting Chlorophyll a Concentration from Field Hyperspectral Measurements in Dianshan Lake, China

Published:2015-08-13 Issue:4 Volume:7 Page:591-602
ISSN:1876-1658
Container-title:Water Quality, Exposure and Health
language:en
Short-container-title:Water Qual Expo Health

Author:

Zhou Liguo,Ma Weichun,Zhang Hao,Li Linna,Tang Lin

Funder

National Natural Science Foundation of China (CN)

Publisher

Springer Science and Business Media LLC

Subject

Health, Toxicology and Mutagenesis,Public Health, Environmental and Occupational Health,Pollution,Water Science and Technology

Link

http://link.springer.com/content/pdf/10.1007/s12403-015-0175-5.pdf

Reference43 articles.

1. Barbieri P et al (1999) Modeling bio-geochemical interactions in the surface waters of the Gulf of Trieste by three-way principal component analysis (PCA), vol 398. Elsevier, Amsterdam

2. Bricaud A, Babin M, Morel A, Claustre H (1995) Variability in the chlorophyll-specific absorption-coefficients of natural phytoplankton—analysis and parameterization. J Geophys Res-Oceans 100:13321–13332. doi: 10.1029/95jc00463

3. Buckton D, O’Mongain E, Danaher S (1999) The use of neural networks for the estimation of oceanic constituents based on the MERIS instrument. Int J Remote Sens 20:1841–1851. doi: 10.1080/014311699212515

4. Çamdevýren H, Demýr N, Kanik A, Keskýn S (2005) Use of principal component scores in multiple linear regression models for prediction of Chlorophyll a in reservoirs. Ecol Model 181:581–589. doi: 10.1016/j.ecolmodel.2004.06.043

5. Chaloulakou A, Saisana M, Spyrellis N (2003) Comparative assessment of neural networks and regression models for forecasting summertime ozone in Athens. Sci Total Environ 313:1–13. doi: 10.1016/S0048-9697(03)00335-8

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