Study of Remote Sensing and Satellite Images Ability in Preparing Agricultural Land Use Map (ALUM)
In this research the Preparation of Land use map of
scanner LISS III satellite data, belonging to the IRS in the Aghche
region in Isfahan province, is studied carefully. For this purpose, the
IRS satellite images of August 2008 and various land preparation
uses in region including rangelands, irrigation farming, dry farming,
gardens and urban areas were separated and identified. Therefore, the
GPS and Erdas Imaging software were used and three methods of
Maximum Likelihood, Mahalanobis Distance and Minimum Distance
were analyzed. In each of these methods, matrix error and Kappa
index were calculated and accuracy of each method, based on
percentages: 53.13, 56.64 and 48.44, were obtained respectively.
Considering the low accuracy of these methods in separation of land
preparation use, the visual interpretation of the map was used.
Finally, regional visits of 150 points were noted at random and no
error was observed. It shows that the map prepared by visual
interpretation is in high accuracy. Although the probable errors due
to visual interpretation and geometric correction might happen but
the desired accuracy of the map which is more than 85 percent is
reliable.
[1] B. Feizizadeh and S. Hajmirrahimi .1386. "Disclosing the changes of
green land in Tabriz city by use of object-oriented methods". urban GIS
Conference.(in Persian)
[2] SH. khalighisigaroudi, 1383. "The review amount of land use change
effect in characteristics of surface water hydrologic (Case Study:
Barandooz watershed, west Azerbaijan province) ", Ph.D. thesis, the
college of Natural Resources, Tehran University.(In Persian)
[3] F.F. Sabins, 1999. Remote sensing: Principles and interpretation, WH
Freeman and Co. New York.
[4] S. AlaviPanah, K. Ehsani and P. Omidi.1383. "Desertification review
and the changes of Damghan by use of spectral multi-stroke satellite
data". Desert Journal, Vol-9, No.1, pp. 143- 154. (In Persian)
[5] S. Barati, S. SoltaniKopaye, S.J. Khajedini and B. Raygani.1388. "The
review land use changes in Ghaleshahrokh sub basin by use of remote
sensing technique (period 1354-1381) ". Journal of Agricultural
Sciences and Natural Resources, No. 47, pp. 349-365. (In Persian)
[6] T.N. Carlson, 2000. "The impact of landuse-landcover changes due to
urbanization on surface microclimate and hydrology: A satellite
perspective". Global and Planetary Change, Vol-25, PP. 49-65.
[7] M.A. Gomarasca, 1993. "One century of land use changes in the
metropolitan area of Milan (Italy) ", Int, JRS, Vol. 14, No.2, PP. 211-
223.
[8] M. Langford, 1997."Land cover mapping in a topical hillsides in
environment a case study in the Cauca region of Colombia", Int. J.R.S.,
Vol. 18, No. 6
[9] S.K. Srivastava, and R.D. Gupta.2003. Monitoring of change in Land
use / Land cover using multi-sensor satellite data. Map India
conference. India.
[10] L. Oncalves, M.P. Leonardo, P. Gbriel, C. M. Elisabete and E.M.
Eduardo.2007.Estudoda variability de indices de vegetation atraves de
imagens do ETM/LANDSAT7.Anais Simposio de Senorimento
Remoto, Florianopolis, Brasil , pp.5995-6002.
[11] J.A .Howard, 1997.Remote Sensing of Forest Resource: Theory and
Application, Chapman & Hall, London.
[1] B. Feizizadeh and S. Hajmirrahimi .1386. "Disclosing the changes of
green land in Tabriz city by use of object-oriented methods". urban GIS
Conference.(in Persian)
[2] SH. khalighisigaroudi, 1383. "The review amount of land use change
effect in characteristics of surface water hydrologic (Case Study:
Barandooz watershed, west Azerbaijan province) ", Ph.D. thesis, the
college of Natural Resources, Tehran University.(In Persian)
[3] F.F. Sabins, 1999. Remote sensing: Principles and interpretation, WH
Freeman and Co. New York.
[4] S. AlaviPanah, K. Ehsani and P. Omidi.1383. "Desertification review
and the changes of Damghan by use of spectral multi-stroke satellite
data". Desert Journal, Vol-9, No.1, pp. 143- 154. (In Persian)
[5] S. Barati, S. SoltaniKopaye, S.J. Khajedini and B. Raygani.1388. "The
review land use changes in Ghaleshahrokh sub basin by use of remote
sensing technique (period 1354-1381) ". Journal of Agricultural
Sciences and Natural Resources, No. 47, pp. 349-365. (In Persian)
[6] T.N. Carlson, 2000. "The impact of landuse-landcover changes due to
urbanization on surface microclimate and hydrology: A satellite
perspective". Global and Planetary Change, Vol-25, PP. 49-65.
[7] M.A. Gomarasca, 1993. "One century of land use changes in the
metropolitan area of Milan (Italy) ", Int, JRS, Vol. 14, No.2, PP. 211-
223.
[8] M. Langford, 1997."Land cover mapping in a topical hillsides in
environment a case study in the Cauca region of Colombia", Int. J.R.S.,
Vol. 18, No. 6
[9] S.K. Srivastava, and R.D. Gupta.2003. Monitoring of change in Land
use / Land cover using multi-sensor satellite data. Map India
conference. India.
[10] L. Oncalves, M.P. Leonardo, P. Gbriel, C. M. Elisabete and E.M.
Eduardo.2007.Estudoda variability de indices de vegetation atraves de
imagens do ETM/LANDSAT7.Anais Simposio de Senorimento
Remoto, Florianopolis, Brasil , pp.5995-6002.
[11] J.A .Howard, 1997.Remote Sensing of Forest Resource: Theory and
Application, Chapman & Hall, London.
@article{"International Journal of Biological, Life and Agricultural Sciences:63031", author = "Ali Gholami", title = "Study of Remote Sensing and Satellite Images Ability in Preparing Agricultural Land Use Map (ALUM)", abstract = "In this research the Preparation of Land use map of
scanner LISS III satellite data, belonging to the IRS in the Aghche
region in Isfahan province, is studied carefully. For this purpose, the
IRS satellite images of August 2008 and various land preparation
uses in region including rangelands, irrigation farming, dry farming,
gardens and urban areas were separated and identified. Therefore, the
GPS and Erdas Imaging software were used and three methods of
Maximum Likelihood, Mahalanobis Distance and Minimum Distance
were analyzed. In each of these methods, matrix error and Kappa
index were calculated and accuracy of each method, based on
percentages: 53.13, 56.64 and 48.44, were obtained respectively.
Considering the low accuracy of these methods in separation of land
preparation use, the visual interpretation of the map was used.
Finally, regional visits of 150 points were noted at random and no
error was observed. It shows that the map prepared by visual
interpretation is in high accuracy. Although the probable errors due
to visual interpretation and geometric correction might happen but
the desired accuracy of the map which is more than 85 percent is
reliable.", keywords = "Land use map, Aghche Region, Erdas Imagine,
satellite images", volume = "4", number = "11", pages = "847-5", }