Detection of Land Use Changes for Thirty Years Using Remote Sensing and GIS (Case Study: Ardestan Area)

Journal of Rangeland Science

مقاله 4، دوره 4، شماره 1، فروردین 2014، صفحه 23-33   

نوع مقاله: Research and Full Length Article

نویسندگان

Masoud Nasri^{* 1}؛ Alireza Sarsangi²؛ Hassan Yeganeh³

¹Islamic Azad University, Ardestan Branch, Ardestan

²Senior Specialist for Remote Sensing and GIS, Ahwaz Chamran University

³Young Researchers Club, Ardestan Branch, Islamic Azad University, Ardetan

چکیده

Due to the increase of changes in the land uses mainly resulting from human
interferences, monitoring the changes and evaluating their trend and environmental effects
for future planning and management are essential. In the present study, an attempt is made
to observe the changes which had occurred in Ardestan area during a period of 30 years
using some satellite images. Different kinds of data for every year in three time intervals of
1976, 1990 and 2006 were retrieved from the images; then, using LMM model and GIS
software, the rate of changes for each piece of data was calculated. Different methods of
classification were tested. In this study, four classes of land uses were gained for each year.
The results show that for 30 years, the area of residential zones had increased from 313.9
to 528.3 ha and the area of agricultural lands had decreased from 440.6 to 346.3 ha. Also,
considering the changes of the area, almost 31% of the total area of the region had
undergone some changes during the studied period which is a symptom of man
interference. Studies have also shown that changes of rangeland into residential lands had
occupied the maximum area during last 30 years.

کلیدواژه‌ها

Change detection؛ LMM model؛ land use؛ Remote sensing technique and Land cover

مراجع

Ahad Nejad, M., 2000. Evaluation and modeling
of change detection process of land use using
temporal data and GIS, M.Sc. thesis, Tarbiat
Modares University. (In Persian).
Alizad Gohari, N., Latifi, M., Nasri, M., Yeganeh,
H. and Sarsangi, A., 2012. Change Detection of
Land Use Changes in Naein City of Using
Satellite Data of Landsat, Middle-East Jour.
Scientific Research, 11(4): 439-444. (In
Persian).
Simpo PDF Merge and Split Unregistered Version - http://www.simpopdf.com
Journal of Rangeland Science, 2013, Vol. 4, No. 1 Nasri et al. /31
Alizade Rabiee, H., 1999. Remote sensing
(Principle and application), The Organization
for Researching and Composing University Text
books in the Humanities (SAMT), Tehran. (In
Persian).
Arzani, H., Abdollahi, J., Farahpour, M., Azimi,
M., Jafari, A. A. and Moalemi, M., 2005.
Investigation on range condition trend during
five years period in Yazd province, Iranian
Jour. Range and Desert Research, 12(3): 263-
286. (In Persian).
Arzani, H., Fatahi, M., Ekhtesasi, M., 1999.
Investigating quality and quantity changes of
vegetation in Poshtko rangeland of Yazd
province over the past decade, Pajohesh and
Sazandegi, 44(3): 31-35. (In Persian).
Bannari, A., Morin, D., Bonn, F. and Huete, A.,
1995. A review of vegetation indices. Remote
Sens Rev, 13(1-2): 95–120.
Beck, P. S. A., Atzberger, C., Hogda, K. A.,
Johansen, B., Skidmore, A. K., 2006. Improved
monitoring of vegetation dynamics at very high
latitudes: a new method using MODIS NDVI.
Remote Sens Environ, 100(3): 321–334.
Chander, G., Markham, B. L. and Helder, D. L.,
2009. Summary of Current Radiometric
calibration coefficients for Land sat MSS, TM,
ETM+, and EO-1 ALI Sensors. Remote Sensing
of Environment, 113: 893–903.
Congalton, R. G., 1991. A review of assessing the
accuracy of classifications of remotely sensed
data. Remote Sens Environ, 37(1):35–46.
Cohen, W. B., Maierspetger, T. K., Yang, Z.,
Gower, S. T., Tumer, D. P., Ritts, W. D.,
Berterretche, M and Running, S. W., 2003.
Comparisons of land cover and LAI estimates
derived from ETM+ and MODIS for four sites
in North America : a quality assessment of
2000-2001 provisional MODIS products,
Remote Sensing of Environment, 88: 233–255.
Elmore, A. J., Mustard, J. F., Manning, S. J. and
Lobell, D. B., 2000. Quantifying vegetation
change in semiarid environments: precision and
accuracy of spectral mixture analysis and the
normalized difference vegetation index. Remote
Sensing of Environment, 73(1): 87–102.
Fernando, S., Gong, p., Ferrao, M., 2005, ―Land
cover assessment with MODIS imagery in
southern African MIOMBO Ecosystem. Remote
sensing of Environment. pp 429-441.
Gong, P., 1993. Change detection using principal
component analysis and Fuzzy set theory,
Canadian Jour. Remote sensing. 19(1): 22-29.
Koohkan, R., 2003. Revealing the changes of land
use in Mashhad using far-distance evaluation
and GIS, M.A. Thesis, Tarbiat-e-Moalem
university. Tehran, Iran. (In Persian).
Makeasorn, A., Chang, N. B., Li, J., 2009.
Seasonal change detection of riparian zones
with remote sensing images and genetic
programming in a semi-arid watershed. Jour.
Environ Manage, 90(2): 1069–1080
Moradi, H., Fazelpour, M., Sadegi, H and
Hosseni, Z., 2008. Investigation of land use
change detection of Ardakan city by using
Remote sensing. Iranian Jour. Range and
Desert, 15(1): 1-12.
Hadidi, M., Ariapour, A and Faramarzi, M., 2013.
Study on the Trend of Range Cover Changes
Using Fuzzy ARTMAP Method and GIS, Jour.
Range. Sci, 3(2): 129-144.
Mousavi, S. A., Farahpour, M., Shokri, M.,
Solaimani, K. and Godarzi, M., 2006.
Vegetation cover change during 25 years, Case
of Lar Dam Basin. Iranian Jour. Range and
Desert Research, 13(3): 186-200. (In Persian).
Naderi Khorasgani, M. and Karimi, A., 2008. The
charge in salt and land use of Roodasht area in
Isfahan using satellite information of TM and
MSS land sat, Water and Soil Jour., 22(2): 48-
60. (In Persian).
Peters, A. J., Walter-Shea, E. A., Ji, L., Vina, A.,
Hayes, M., Svoboda, M. D., 2002. Drought
monitoring with NDVI-based standardized
vegetation index. Photogram Eng. Remote Sens,
68(1): 71–75.
Pieper, R. and Beck, R. F., 1990. Range condition
from an ecological perspective: modification to
recognize multiple use objectives. Jour. Range
management. 43:550-552.
Rabiee, H., Ziaeian, P., Alimohammadi, A., 2005.
Discovery and retrieval of changes in land use
and land cover in Isfahan area using remote
sensing data and geographical Information
system, Jour. Human Sciences Modares, 9(43):
41-54. (In Persian).
Rangzan, K., Sulaimani, B., Sarsangi, A. R. and
Abshirini, A., 2008. Change Detection,
Mineralogy, Desertification Mapping in East
and Northeast of Ahvaz City, SW Iran Using
Combination of Remote Sensing Methods, GIS
And ESAs Model, Global Jour. Environmental
Research, 2(1): 42-52.
Rouse, J., Haas, R., Schell, J. and Deering, D.,
1973. Monitoring vegetation systems in the
Great Plains with ERTS. NASA SP-351, pp
309–317.
Simpo PDF Merge and Split Unregistered Version - http://www.simpopdf.com
J. of Range. Sci., 2013, Vol. 4, No. 1 Detection of …/32
Shalaby, A., and Tateishi, R., 2007. Remote
sensing and GIS for mapping and Monitoring
land cover and land-use changes in the Northwestern coastal zone of Egypt, Applied
Geography, 27: 28–41.
Wang, Q., Adiku, S., Tenhunen, J., Granier, A.,
2005. On the relationship of NDVI with leaf
area index in a deciduous forest site. Remote
Sens Environ, 94(2): 244–255.
Wessels, K., Prince, S., Reshef, I., 2008. Mapping
land degradation by comparison of vegetation
production to spatially derived estimates of
potential production. Jour. Arid Environ,
72(10): 1940–1949.
Yamani, M. and Mazidi, A., 2008. Investigating
the changes of the amount and plant cover of
Siahkook desert using the data of far-distance
evaluation, Geographical Research Jour., 64: 1-
12. (In Persian).
Zhang, X, Fried, M. A., Schaaf, C. B., Strahler, A.
H., Hodges, J. C. F., Gao, F., Reed, B. C. and
Huete, A., 2003. Monitoring vegetation
phenology using MODIS. Remote Sens Environ,
84(3): 471–475.
Ziaeian Firouzabadi, P., 1997. Digital approaches
for change detection in urban environment using
remote sensing data, Anna University Ph.D.
thesis. (In Persian).