Land cover classification on the basis of the full set of normalized band-difference indexes and additional context features

1Stankevich, SA, 2Sakhatsky, AI, 3Kozlova, AA
1State institution «Scientific Centre for Aerospace Research of the Earth of the Institute of Geological Sciences of the National Academy of Sciences of Ukraine», Kyiv, Ukraine
2State institution «Scientific Centre for Aerospace Research of the Earth of the Institute of Geological Sciences of the National Academy of Sciences of Ukraine», Kyiv, Ukraine
3State institution «Scientific Centre for Aerospace Research of the Earth of the Institute of Geological Sciences of the National Academy of Sciences of Ukraine», Kyiv
Kosm. nauka tehnol. 2008, 14 ;(2):28-31
https://doi.org/10.15407/knit2008.02.028
Publication Language: Ukrainian
Abstract: 
The algorithm for land cover classification with the use of the full set of the normalized band-difference indexes and additional context features is proposed. We present our results of test land cover classification based on the algorithm for the south part of Crimean peninsula.
Keywords: band-difference indexes, classification, context features
References: 
1. Didukh Ya. P. Plant cover of the Crimean Mountains (structure, dynamics, evolution, conservation), 253 p. (Naukova Dumka, Kiev, 1992) [in Russian].
2. Didukh Ya. P., Shelyag-Sosonko Yu. R. Yalta State Mountains and Forests Reserve. (Kiev, 1980) [in Russian].
3. Didukh Ya. P., Shelyag-Sosonko Yu. R. The state reserve "Cape Martyan". (Kiev, 1985) [in Russian].
4. Popov M. A., Stankevich S. A., Sakhatsky A. I., Kozlova A. A. Use of a complete set of normalized interchannel indices of multispectral space images in classification. Scientific Notes of Taurida National V.I. Vernadsky University, 20 (59), No. 1, 175—182 (2007) [in Russian].
5. Sakhats’kyi O. I. The use of satellite data in solving the problems of water exchange in geosystems. Reports of the National Academy of Sciences of Ukraine, No. 4, 118—126 (2006) [in Ukrainian].
6. Stankevich S. A., Kozlova A. A. Specifics of Shannon Diversity Index Calculation by Results of Aerospace Images Statistical Classification. Scientific Notes of Taurida National V.I. Vernadsky University, 19 (58), No. 2, 144— 150 (2006) [in Ukrainian].
7. Stankevich S. A., Kozlova A. O. Biodiversity estimation technique using medium spatial resolution hyperspectral imagery. Kosm. nauka tehnol., 13 (4), 25—39 (2007) [in Ukrainian].
https://doi.org/10.15407/knit2007.04.025

8. Liang S. Quantitative Remote Sensing of Land Surfaces, 560 p. (John Wiley, Hoboken, 2003).