EVALUATION OF CAPABILITY OF THE LANDSAT-ETM+ AND IRS-LISSIII DATA FOR CANOPY COVER MAPPING OF ZAGROS FORESTS (CASE STUDY: GHALAJEH FOREST, KERMANSHAH PROVINCE)

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PARMA R.; SHATAEE SH.; SOOSANI J.

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Journal: NATURAL ECOSYSTEMS OF IRAN Year:2014 | Volume:5 | Issue:3 Page(s): 1-14

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Title

EVALUATION OF CAPABILITY OF THE LANDSAT-ETM+ AND IRS-LISSIII DATA FOR CANOPY COVER MAPPING OF ZAGROS FORESTS (CASE STUDY: GHALAJEH FOREST, KERMANSHAH PROVINCE)

Author(s)

PARMA R. | SHATAEE SH. | SOOSANI J. | Issue Writer Certificate

Keywords

COMPARISONQ2

ETM++Q2

LISSIIIQ2

MAXIMUM LIKELIHOODQ2

FOREST TYPE MAPPINGQ2

ZAGROS FORESTQ2

Abstract

In order to investigation and comparing the capability of ETM++ and LISS-III data for canopy cover mapping at the ZAGROS FORESTs, a small window of panchromatic and multispectral images Landsat-ETM+ and IRS-P6-LISSIII satellite data were selected from Ghalajeh forests in the Kermanshah province. the Results of classification showed that overall accuracy and kappa coefficient for 4 classes for ETM++ images were calculated %44.57 and 0.18 and for LISSIII Images were %50.6 and 0.32, respectively. After merging the classes of 1, 2 and also 3, 4 due to spectral overlapping, the overall accuracy and kappa coefficient for 4 classes using ETM++ images were obtained 61.08% and 0.21 and for LISSIII Images were 71.44% and 0.33, respectively. the because appropriate non-separate 1, 2 classes and so 3, 4 classes with gather to merged and overall accuracy and kappa coefficient were obtained 71% and 0.39 for ETM++ and 75% and 0.46 for LISSIII, by using the principal bands. Also open the cover and reflects the incorporation of soil and vegetation in the area were prevented from achieving better results. The results showed relatively better ability LISSIII than Landsat ETM++ is compared with similar studies conducted in different areas and the use of data with higher spectral resolution is recommended.

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APA: Copy

PARMA, R., SHATAEE, SH., & SOOSANI, J.. (2014). EVALUATION OF CAPABILITY OF THE LANDSAT-ETM+ AND IRS-LISSIII DATA FOR CANOPY COVER MAPPING OF ZAGROS FORESTS (CASE STUDY: GHALAJEH FOREST, KERMANSHAH PROVINCE). NATURAL ECOSYSTEMS OF IRAN, 5(3), 1-14. SID. https://sid.ir/paper/215282/en

Vancouver: Copy

PARMA R., SHATAEE SH., SOOSANI J.. EVALUATION OF CAPABILITY OF THE LANDSAT-ETM+ AND IRS-LISSIII DATA FOR CANOPY COVER MAPPING OF ZAGROS FORESTS (CASE STUDY: GHALAJEH FOREST, KERMANSHAH PROVINCE). NATURAL ECOSYSTEMS OF IRAN[Internet]. 2014;5(3):1-14. Available from: https://sid.ir/paper/215282/en

IEEE: Copy

R. PARMA, SH. SHATAEE, and J. SOOSANI, “EVALUATION OF CAPABILITY OF THE LANDSAT-ETM+ AND IRS-LISSIII DATA FOR CANOPY COVER MAPPING OF ZAGROS FORESTS (CASE STUDY: GHALAJEH FOREST, KERMANSHAH PROVINCE),” NATURAL ECOSYSTEMS OF IRAN, vol. 5, no. 3, pp. 1–14, 2014, [Online]. Available: https://sid.ir/paper/215282/en

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