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Fig 1.

Geographic location of the study area.

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Fig 2.

The MLPMCM prediction methodology.

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Fig 3.

Net changes in LULC areas over the periods 1985-2005 and 2005-2022.

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Fig 4.

The change in areas, among the 1985-2005 and 2005-2022 periods, of the main transitions (towards urban and agriculture areas).

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Table 1.

The MLPMCM transitions model (Periods 1985-2005 and 2005-2022).

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Fig 5.

(a) LULC transitional probability map for the year 2050, (b) Projected LULC map for the year 2050.

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Fig 6.

Actual urban areas to the years 1985, 2005, and 2022 and Predicted urban areas for the years 2050 and 2100.

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Fig 7.

Previous and forecasted tendencies of LULC dynamics.

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Fig 8.

Previous and forecasted tendencies of natural vegetation and bare soil.

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Fig 9.

Anticipated climate change 1951-2100: Anticipated temperature increase (data from: ESCWA et al. 2017 [44]).

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Table 2.

Vulnerability of urban growth and agriculture expansion areas to climate change.

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Table 2 Expand