191
Views
11
CrossRef citations to date
0
Altmetric
Original Articles

Neural network training: Using untransformed or log‐transformed training data for the inversion of ocean colour spectra?

, , &
Pages 2011-2016 | Received 17 Mar 2005, Accepted 04 Jul 2005, Published online: 22 Feb 2007

References

  • Dransfeld , S. , Tatnall , A. , Robinson , I. and Mobley , C. 2004 . A comparison of multi‐layer perceptron and multilinear regression algorithms for the inversion of synthetic ocean colour spectra. . International Journal of Remote Sensing , 25 : 4829 – 4834 .
  • Gould , R. W. and Arnone , R. A. 1997 . Remote sensing estimates of inherent optical properties in a coastal environment. . Remote Sensing Environment , 61 : 290 – 301 .
  • Gross , L. , Thiria , S. , Frouin , R. and Mitchell , B. G. 2000 . Artificial neural networks for modelling the transfer function between marine reflectance and phytoplankton pigment concentration. . Journal of Geophysical Research , 105 : 3483 – 3495 .
  • Mobley , C. 1994 . Light and Water: Radiative Transfer in Natural Waters , London : Academic Press Ltd .
  • Rumelhart , D. E. , Hinton , G. E. and Williams , R. J. 1986 . “ Learning internal representations by error propagation. ” . In Parallel Distributed Processing: Explorations in the microstructure of Cognition. Volume 1: Foundations , PLACE : The MIT Press .
  • Schiller , H. and Doerffer , R. 1999 . Neural network for emulation of an inverse model—operational derivation of case II water properties from MERIS data. . International Journal of Remote Sensing , 20 : 1735 – 1746 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.