Dust Harvesting Centers, Reinforced Regression Tree Model, Sensitivity Mapping, East of Iran

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Boroughani Mahdi; POURHASHEMI SIMA; ZAREI MAHDI; ALIABADI KAZEM

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Journal: ARID REGIONS GEOGRAPHIC STUDIES Year:2019 | Volume:9 | Issue:35 Page(s): 14-28

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Information Journal Paper

Title

Dust Harvesting Centers, Reinforced Regression Tree Model, Sensitivity Mapping, East of Iran

Author(s)

Boroughani Mahdi | POURHASHEMI SIMA | ZAREI MAHDI | ALIABADI KAZEM | Issue Writer Certificate

Keywords

Dust source areaQ1

BRT modelQ1

Sensitivity zoningQ1

East of IranQ2

Abstract

Due to the drought and land use changes in recent years, the phenomenon of storm dust in Iran is increasing as a dangerous environment. Dust influences climate change and human health, causing serious damage. The subject of this research is to identify and prepare a map of sensitivity of Dust source area for controlling and determining the role of each of the factors affecting its occurrence using the regression tree data mining model (BRT) in eastern Iran. For this purpose, at first 147 Dust source area were identified in the region and divided into two groups for modeling and evaluation. According to the studies, eight effective factors including land use, geology, slope degree, elevation, normalized vegetation index (NDVI), distance from the river, wind speed and rainfall were identified and the layers of these factors were prepared in GIS environment. To evaluate the results, the ROC curve was used. The results showed that the BRT model with the area under the curve (79. 6) had a good performance in producing a dust sensitivity map in the study area. Based on the results of the model, vegetation index, elevation and slope had the most impact on the occurrence of dust in the region.

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APA: Copy

Boroughani, Mahdi, POURHASHEMI, SIMA, ZAREI, MAHDI, & ALIABADI, KAZEM. (2019). Dust Harvesting Centers, Reinforced Regression Tree Model, Sensitivity Mapping, East of Iran. ARID REGIONS GEOGRAPHIC STUDIES, 9(35 ), 14-28. SID. https://sid.ir/paper/381170/en

Vancouver: Copy

Boroughani Mahdi, POURHASHEMI SIMA, ZAREI MAHDI, ALIABADI KAZEM. Dust Harvesting Centers, Reinforced Regression Tree Model, Sensitivity Mapping, East of Iran. ARID REGIONS GEOGRAPHIC STUDIES[Internet]. 2019;9(35 ):14-28. Available from: https://sid.ir/paper/381170/en

IEEE: Copy

Mahdi Boroughani, SIMA POURHASHEMI, MAHDI ZAREI, and KAZEM ALIABADI, “Dust Harvesting Centers, Reinforced Regression Tree Model, Sensitivity Mapping, East of Iran,” ARID REGIONS GEOGRAPHIC STUDIES, vol. 9, no. 35 , pp. 14–28, 2019, [Online]. Available: https://sid.ir/paper/381170/en

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