Land cover classification of islands of Kuibyshev reservoir using remote sensing data

Authors

  • S.S. Ryazanov
  • I.A. Sakhabiyev
  • D.Z. Galimov

Keywords:

remote sensing, GIS, island ecosystems, land cover, classification

Abstract

A thematic land cover classification of islands of the Kuibyshev reservoir using Landsat 8 OLI spectral imagery is performed. Accuracy assessment of the three classification methods showed that the supervised classification by spectral angle has the highest precision. Areal assessment of land cover types of islands is performed.

References

Куйбышевское водохранилище: экологические аспекты водохозяйственной деятельности. Казань: Изд-во «Фолиант», 2007. 320 с.

Куйбышевское водохранилище. Л.: Наука, 1983. 214 с.

Экологические системы островов Куйбышевского водохранилища / Под. ред. В.А. Бойко. Казань: Изд-во «Фэн» Академии наук РТ, 2002. 360 с.

Bonan G. Effects of land use on the climate of the United States // Climatic Change. 1997. №37. P. 449-486.

Bruce C., Hilbert D. Pre-processing Methodology for Application to Landsat TM/ETM+ Imagery of the Wet Tropics // CSIRO Tropical Forest research Centre and Rainforest CRC. 2006. 46 p.

Congalton R., Green K. Assessing the Accuracy of Remotely Sensed Data: Principles and Practices. Boca Raton, FL: CRC Press, 2009. 200 p.

Congedo L., Munafò M., Macchi S. Investigating the relationship between land cover and vulnerability to climate change in Dar es Salaam. Working Paper, Rome: Sapienza University, 2013. 58 p.

GRASS Development Team. Geographic resources analysis support system (GRASS) software. Open source geospatial foundation project.[Электронный ресурс]. Режим доступа: http://grass.osgeo.org, свободный. (Дата обращения: 26.05.2015 г.).

Kruse F.A., Lefkoff A.B., Boardman J.W., Heidebrecht K.B., Shapiro A.T., Barloon P.J., Goetz A.F.H. The Spectral Image Processing System (SIPS) - interactive visualization and analysis of imaging spectrometer // Data Remote Sensing of Environment.1993. № 44. P. 145-163.

Landsat 8 (L8) data users handbook. EROS. Sioux Falls. South Dakota, 2015. 106 p.

QGIS Development Team. QGIS geographic information system. Open source geospatial foundation project. [Электронный ресурс]. Режим доступа: http://qgis.osgeo.org, свободный. (Дата обращения: 26.05.2015 г.).

Richards J.A., Jia X. Remote Sensing Digital Image Analysis: An Introduction. Berlin, Germany: Springer, 2006. 388 p.

Sateesh K., Sandip G. Land use and Land Cover mapping using digital classification technique in Tikamgarh district, Madhya Pradesh // India using remote sensing. 2011. №2. P. 519-529.

Song C., Woodcock C.E., Seto K.C., Lenney M.P., Scot A.M. Classification and Change Detection Using Landsat TM Data: When and How to correct Atmospheric Effects? // Remote Sensing of Environment. 2001. № 2. P. 230-244.

Published

2015-09-15

How to Cite

Ryazanov, S., Sakhabiyev, I., & Galimov, D. (2015). Land cover classification of islands of Kuibyshev reservoir using remote sensing data. Russian Journal of Applied Ecology, (3), 50–55. Retrieved from https://rjae.ru/index.php/rjae/article/view/232

Issue

Section

Статьи