Land Use Change Detection Using Remote Sensing and GIS
Commenced in January 2007
Frequency: Monthly
Edition: International
Paper Count: 33093
Land Use Change Detection Using Remote Sensing and GIS

Authors: Naser Ahmadi Sani, Karim Solaimani, Lida Razaghnia, Jalal Zandi

Abstract:

In recent decades, rapid and incorrect changes in land-use have been associated with consequences such as natural resources degradation and environmental pollution. Detecting changes in land-use is one of the tools for natural resource management and assessment of changes in ecosystems. The target of this research is studying the land-use changes in Haraz basin with an area of 677000 hectares in a 15 years period (1996 to 2011) using LANDSAT data. Therefore, the quality of the images was first evaluated. Various enhancement methods for creating synthetic bonds were used in the analysis. Separate training sites were selected for each image. Then the images of each period were classified in 9 classes using supervised classification method and the maximum likelihood algorithm. Finally, the changes were extracted in GIS environment. The results showed that these changes are an alarm for the HARAZ basin status in future. The reason is that 27% of the area has been changed, which is related to changing the range lands to bare land and dry farming and also changing the dense forest to sparse forest, horticulture, farming land and residential area.

Keywords: HARAZ Basin, Change Detection, Land-use, Satellite Data.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1123949

Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 2325

References:


[1] M. Fatahi, N. Ansari, H. R. Abbasi, and M. Khan-Hasani, “Zagros Forests Management” Research Institute of Forests and Rangelands Publication, First Edition, 2000, p. 474.
[2] V. Sreenivasulu, P. Bhaskar, “Change Detection in Land use and landcover using Remote Sensing and GIS Techniques” International Journal of Engineering Science and Technology, Vol. 2, No. 12, 2010, pp. 7758-7762.
[3] S. Baboo, and M. Devi, “Integrations of Remote Sensing and GIS to Land Use and Land Cover Change Detection of Coimbatore District” International Journal on Computer Science and Engineering, Vol. 2, No. 9, 2010, pp. 3085-3088.
[4] M. Nowroozi, G.H. Vahab Zadeh, k. Solaimani, and M. Shaabani, “Application of GIS and Remote Sensing in Modeling Land-use Change Detection for Environmental Sustainable Development” Second Conference on Planning and Management of Environment, 2012, Tehran, Iran.
[5] M. M. Hosseinzade, R. Esmaeli, A. Nohegar, and M. Saghafi, “Forest Change Detection in Northern Slopes of Alborz” Environmental Science Journal, Vol. 7, No. 1, 2009, pp. 1-20.
[6] M. Mohammadi, H. R. Moradi, S. Faiznia, and H. M. Poorghasemi, “Performance Assessment Ensure Factor Models, Informative Value and Analytic Hierarchy Process in Landslide Hazard Zoning” Journal of Iran Natural Resource, Range and Watershed, No. 4, 2009, pp. 539-551.
[7] N. Ahmadi-Sani, S. Babaie-Kafaky, and A. Mataji, “Ecological Potentiality of Ecoturism Activities in Northern Zagros Forests using MCDM, GIS and RS” Land-use Planning Journal, Vol. 3, No. 4, 2011, pp. 45-64.
[8] S. L. Ustin, “Remote Sensing for Natural Resource Management and Environmental Monitoring” John Wiley & Sone, Vol. 4, 3rd Edition, 2004, p. 768.
[9] J. Yin, and F. He, “Researching Relationship between the Change of Vegetation Cover and Runoff Based and RS and GIS” Procedia Environmental Sciences, Vol. 12, Part B, 2012, pp. 1077- 1081.
[10] S. Babaie-Kafaky, A. Mataji, and N. Ahmadi-Sani, “Ecological Capability Assessment for Multiple-Use in Forest Areas Using GIS- Based Multiple Criteria Decision Making Approach” American Journal of Environmental Sciences, Vol. 5 No. 6, 2009, pp. 714-721.
[11] C. Fichera, G. Modica, and M. Pollino, “Land Cover Classification and Change Detection Analysis using Multi-Temporal Remote Sensed Imagery and Landscape Metrics” European Journal of Remote, Vol. 45, 2012, pp. 1-18.
[12] O. Rafiean, “Alborz Forest area Change Detection between 1994 to 2001 using LANDSAT ETM+ Images” MSc. Thesis, Tehran University, 2003, p. 122.
[13] A. A. Matkan, K. H. Saaidi, A. Shakiba, and A. Hossieni-Asl, “Evaluation of Land Cover Changes Related with Construction Taleghan Dam Using Remote Sensing Techniques” Applied Researches of Geographical Science Journal, Vol. 16, No. 19, 2010, pp. 45-64.
[14] S. Vafaei, “Monitoring and Prediction of Land-use Change Detection using Remote Sensing and GIS” MSc. Thesis, 2012, Tehran University.
[15] Y. Babykalpana, and K. Thanushkodi, “Classification of Land use/ land cover Change Detection Using Remotely Sensed Data” International Journal on Computer Science and Engineering, Vol. 3 No. 4, 2011, pp. 1638-1644.
[16] k. Solaimani, S. Modallaldoust, and S. lotfi, “Investigation of land-use Changes on soil Erosion Process using GIS” International Journal of Environmental Science and Technology, Vol. 6, No. 3, 2009, pp. 415-424.
[17] F. Sunar, “An Analysis of Changes in a Multi-Date Data Set: A Case Study in the Ikitelli Area, Istanbul, Turkey” International Journal of Remote Sensing, Vol. 19, No. 2, 1998, pp. 225–235.