Title of article :
Investigating the Effects of Land Use Changes on Trend of Desertification Using Remote Sensing (Case Study: Abarkooh Plain, Yazd, Iran
Author/Authors :
Hakimzadeh Ardakani, Mohammad Ali Faculty of Natural Resources - Yazd University - Yazd, Iran , Cheshm Berah, Fatemeh Faculty of Natural Resources - Yazd University - Yazd, Iran , Mokhtari, Mohammad Hossein Faculty of Natural Resources - Yazd University - Yazd, Iran
Abstract :
More than one-third of the earth is characterized by arid and semi-arid climate
and desertification phenomenon in these areas has been intensified in recent decades. This
study aims to investigate the trend of desertification using vegetation indices and Iranian
Model of Desertification Potential Assessment (IMDPA) in Abarkooh Plain, Yazd
province, Iran. The satellite images (Landsat images in May 1987, 2000 and 2013) were
used to map the land uses in the region. After the image preprocessing with a supervised
classification method (support vector machine) that had the highest accuracy in all years,
the map of land use changes was prepared in five kinds of land uses such as residential and
industrial lands, agriculture and horticulture lands, arid and desert lands, playa and saline
soils, and mountains. Then, the desertification map of Abarkooh Plain was prepared by
calculating the Normalized Difference Vegetation Index (NDVI( and Modified Soil
Adjusted Vegetation Index )MSAVI( according to IMDPA model. Three criteria, urban
and residual lands to agricultural land ratio (Ur/Ag), plant canopy density and vegetation
renewal indicators were used in IMDPA model. On the basis of the Ur/Ag ratio, 5.74%,
6.74% and 87.52% of the region were characterized by severe, moderate and low
desertification, respectively due to land-use change factors. In the viewpoint of
aboveground canopy density indicator, desertification in the area was classified into four
classes including very severe, severe, moderate, and low desertification. In this regard,
99.06%, 0.76%, 0.13% and 0.05% of the areas are put in very severe, severe, moderate and
low desertification classes, respectively. According to vegetation renewal indicator,
92.51%, 3.21% and 4.28% of the area were characterized as unchanged, low and very
severe desertification, respectively.
Farsi abstract :
ﭼﮑﯿﺪه. ﺑﯿﺶ از ﯾﮏ ﺳﻮم اراﺿﯽ ﮐﺮه زﻣﯿﻦ داراي اﻗﻠﯿﻢ ﺧﺸﮏ و ﻧﯿﻤﻪﺧﺸﮏ ﺑﻮده و ﭘﺪﯾﺪه ﺑﯿﺎﺑﺎنزاﯾﯽ در اﯾﻦ ﻣﻨﺎﻃﻖ در دﻫﻪﻫﺎي اﺧﯿﺮ ﺷﺪت ﯾﺎﻓﺘﻪ اﺳﺖ. ﺗﺤﻘﯿﻖ ﺣﺎﺿﺮ ﺑﻪ ﻣﻨﻈﻮر ﺑﺮرﺳﯽ روﻧﺪ ﺑﯿﺎﺑﺎنزاﯾﯽ ﺑﺎ اﺳﺘﻔﺎده از ﺷﺎﺧﺺﻫﺎي ﮔﯿﺎﻫﯽ و ﺑﺎ اﺳﺘﻔﺎده از ﻣﺪل IMDPA در دﺷﺖ اﺑﺮﮐﻮه واﻗﻊ در اﺳﺘﺎن ﯾﺰد ﺻﻮرت ﮔﺮﻓﺘﻪ اﺳﺖ. ﺗﺼﺎوﯾﺮ ﻣﻮرد اﺳﺘﻔﺎده در اﯾﻦ ﭘﮋوﻫﺶ ﺟﻬﺖ ﺗﻬﯿﻪ ﻧﻘﺸﻪ ﮐﺎرﺑﺮي اراﺿﯽ ﻣﻨﻄﻘﻪ، ﺗﺼﺎوﯾﺮ ﻟﻨﺪﺳﺖ ﺳﺎلﻫﺎي 2000 ،1987 و 2013 ﻣﺮﺑﻮط ﺑﻪ اردﺑﯿﻬﺸﺖ ﻣﺎه ﻣﯽﺑﺎﺷﻨﺪ. ﭘﺲ از اﻧﺠﺎم اﻗﺪاﻣﺎت ﻣﻮرد ﻧﯿﺎز در ﻣﺮﺣﻠﻪ ﭘﯿﺶ ﭘﺮدازش، ﺑﺎ روش ﻃﺒﻘﻪﺑﻨﺪي ﻧﻈﺎرت ﺷﺪه )ﻣﺎﺷﯿﻦ ﺑﺮدار ﭘﺸﺘﯿﺒﺎن(، ﮐﻪ در ﺑﯿﻦ روشﻫﺎي ﻣﻮرد اﺳﺘﻔﺎده ﺑﺎﻻﺗﺮﯾﻦ دﻗﺖ را در ﻫﻤﻪ ﺳﺎلﻫﺎ ﻧﺸﺎن داد؛ ﻧﻘﺸﻪ آﺷﮑﺎرﺳﺎزي ﺗﻐﯿﯿﺮات در ﭘﻨﭻ ﮐﺎرﺑﺮي ﻣﻮرد اﺳﺘﻔﺎده: اراﺿﯽ ﻣﺴﮑﻮﻧﯽ و ﺻﻨﻌﺘﯽ، ﮐﺸﺎورزي و ﺑﺎﻏﯽ، ﺑﺎﯾﺮ و ﺑﯿﺎﺑﺎﻧﯽ، ﺧﺎكﻫﺎي ﺷﻮر و ﮐﻮﯾﺮي و ﻣﻨﺎﻃﻖ ﮐﻮﻫﺴﺘﺎﻧﯽ ﺗﻬﯿﻪ ﮔﺮدﯾﺪ. در ﻣﺮﺣﻠﻪ ﺑﻌﺪ ﺑﺎ ﻣﺤﺎﺳﺒﻪ ﺷﺎﺧﺺﻫﺎي NDVI و MSAVI و اﺳﺘﻔﺎده از ﻣﺪل IMDPA ﻧﻘﺸﻪ ﺑﯿﺎﺑﺎنزاﯾﯽ دﺷﺖ اﺑﺮﮐﻮه ﺗﻬﯿﻪ ﺷﺪ. در اﯾﻦ ﻣﺪل از ﺳﻪ ﺷﺎﺧﺺ ﻧﺴﺒﺖ اراﺿﯽ ﻣﺴﮑﻮﻧﯽ و ﺷﻬﺮي ﺑﻪ زراﻋﯽ و ﺑﺎﻏﯽ ﺷﺎﺧﺺ ﺗﺮاﮐﻢ ﭘﻮﺷﺶ ﮔﯿﺎﻫﯽ زﻧﺪه ﺳﻄﺢ ﺧﺎك و ﻣﻌﯿﺎر ﭘﻮﺷﺶ ﮔﯿﺎﻫﯽ ﺷﺎﺧﺺ ﺗﺠﺪﯾﺪ ﭘﻮﺷﺶ ﮔﯿﺎﻫﯽ اﺳﺘﻔﺎده ﺷﺪ. از ﻧﻈﺮ ﺷﺎﺧﺺ ﻧﺴﺒﺖ اراﺿﯽ ﻣﺴﮑﻮﻧﯽ و ﺷﻬﺮي ﺑﻪ زراﻋﯽ در 5/74 درﺻﺪ از ﻣﻨﻄﻘﻪ ﺗﺤﺖ ﺗﺎﺛﯿﺮ ﺑﯿﺎﺑﺎنزاﯾﯽ ﺷﺪﯾﺪ، 6/74 درﺻﺪ در ﮐﻼس ﺑﯿﺎﺑﺎنزاﯾﯽ ﻣﺘﻮﺳﻂ و 87/52 درﺻﺪ در ﮐﻼس ﺑﯿﺎﺑﺎنزاﯾﯽ آرام ﻧﺎﺷﯽ از ﻋﻮاﻣﻞ ﺗﻐﯿﯿﺮ ﮐﺎرﺑﺮي ﻗﺮار ﮔﺮﻓﺖ. از ﻧﻈﺮ ﺷﺎﺧﺺ ﺗﺮاﮐﻢ ﭘﻮﺷﺶ ﮔﯿﺎﻫﯽ زﻧﺪه ﺳﻄﺢ ﺧﺎك ﺷﺪت ﺑﯿﺎﺑﺎنزاﯾﯽ ﻣﻨﻄﻘﻪ در ﭼﻬﺎر ﮐﻼس ﺧﯿﻠﯽ ﺷﺪﯾﺪ، ﺷﺪﯾﺪ، ﻣﺘﻮﺳﻂ و آرام ﻗﺮار ﮔﺮﻓﺖ. از ﻧﻈﺮ اﯾﻦ ﺷﺎﺧﺺ 99/06 درﺻﺪ در ﮐﻼس ﺑﯿﺎﺑﺎنزاﯾﯽ ﺧﯿﻠﯽ ﺷﺪﯾﺪ، 0/76 درﺻﺪ در ﮐﻼس ﺑﯿﺎﺑﺎنزاﯾﯽ ﺷﺪﯾﺪ، 0/13 درﺻﺪ در ﮐﻼس ﺑﯿﺎﺑﺎنزاﯾﯽ ﻣﺘﻮﺳﻂ و ﺗﻨﻬﺎ 0/05 درﺻﺪ در ﮐﻼس ﺑﯿﺎﺑﺎنزاﯾﯽ آرام ﻗﺮار ﮔﺮﻓﺖ. از ﻧﻈﺮ ﺷﺎﺧﺺ ﺗﺠﺪﯾﺪ ﭘﻮﺷﺶ ﮔﯿﺎﻫﯽ ﻧﯿﺰ 92/51 درﺻﺪ از ﺳﻄﺢ ﻣﻨﻄﻘﻪ ﺑﺪون ﺗﻐﯿﯿﺮ، 3/21 درﺻﺪ در ﮐﻼس ﺑﯿﺎﺑﺎنزاﯾﯽ آرام و 4/28 درﺻﺪ ﺗﺤﺖ ﺗﺎﺛﯿﺮ ﺑﯿﺎﺑﺎنزاﯾﯽ ﺷﺪﯾﺪ ﻗﺮار دارﻧﺪ.
Keywords :
MSAVI , NDVI , Landsat , Desertification , Support vector machine