References
- Abbasi, H., C. Opp, M. Groll, H. Rohipour, and A. Gohardoust. 2019. Assessment of the distribution and activity of dunes in Iran based on mobility indices and ground data. Aeolian Research 41:100539. doi: https://doi.org/10.1016/j.aeolia.2019.07.005.
- Al-Zamili, H. S., and A. M. Al-Lami. 2018. Assessment of spatial distributions of some climate indices in Iraq. Journal of Applied and Advanced Research 3 (4):96–104. doi: https://doi.org/10.21839/jaar.2018.v3i4.217.
- Ali, M. U., G. Liu, B. Yousaf, Q. Abbas, H. Ullah, M. A. M. Munir, and B. Fu. 2017. Pollution characteristics and human health risks of potentially (eco) toxic elements (PTEs) in road dust from metropolitan area of Hefei, China. Chemosphere 181:111–21. doi: https://doi.org/10.1016/j.chemosphere.2017.04.061.
- Ansari, A., and M. H. Golabi. 2019. Prediction of spatial land use changes based on LCM in a GIS environment for desert wetlands—A case study: Meighan Wetland, Iran. International Soil and Water Conservation Research 7 (1):64–70. doi: https://doi.org/10.1016/j.iswcr.2018.10.001.
- Araghi, A., C. J. Martinez, J. Adamowski, and J. E. Olesen. 2018. Spatiotemporal variations of aridity in Iran using high‐resolution gridded data. International Journal of Climatology 38 (6):2701–17. doi: https://doi.org/10.1002/joc.5454.
- Baltas, E. 2007. Spatial distribution of climatic indices in northern Greece. Meteorological Applications 14 (1):69–78. doi: https://doi.org/10.1002/met.7.
- Bao, L., L. Qu, K. Ma, and L. Lin. 2016. Effects of road dust on the growth characteristics of Sophora japonica L. seedlings. Journal of Environmental Sciences (China) 46:147–55. doi: https://doi.org/10.1016/j.jes.2015.08.031.
- Barrow, C. J. 1992. World atlas of desertification (United Nations Environment Programme), edited by N. Middleton and D. S. G. Thomas. Edward Arnold, London, 1992. Land Degradation and Development 3 (4):249. doi: https://doi.org/10.1002/ldr.3400030407.
- Barzani, M. M., and K. B. O. Salleh. 2017. Assessment of aridity index in Iran. International Journal of Information and Decision Sciences 9 (4):405–16. doi: https://doi.org/10.1504/IJIDS.2017.088105.
- Behmanesh, B., A. Abedi Sarvestani, M. Sharafatmandrad, M. Shahraki, and A. Hajili-Davaji. 2016. Assessment of rangeland degradation indicators using exploiters’ view between authorized and unauthorized exploiters (Case study: Saryqmish Winter Rangelands, Golestan Province, Iran). Desert 21 (2):105–13.
- Bussay, A., T. Tóth, V. Juškevičius, and L. Seguini. 2012. Evaluation of aridity indices using SPOT normalized difference vegetation index values calculated over different time frames on Iberian rain-fed arable land. Arid Land Research and Management 26 (4):271–84. doi: https://doi.org/10.1080/15324982.2012.694398.
- Chi, W., Y. Zhao, W. Kuang, and H. He. 2019. Impacts of anthropogenic land use/cover changes on soil wind erosion in China. The Science of the Total Environment 668:204–15. doi: https://doi.org/10.1016/j.scitotenv.2019.03.015.
- Chowdhury, A. 2018. Assessment of intensity and distribution of aridity over Bangladesh using different climate indices with GIS. Climate Change 4 (16):743–49.
- Colaizzi, P. D., E. M. Barnes, T. R. Clarke, C. Y. Choi, P. M. Waller, J. Haberland, and M. Kostrzewski. 2003. Water stress detection under high frequency sprinkler irrigation with water deficit index. Journal of Irrigation and Drainage Engineering 129 (1):36–43. doi: https://doi.org/10.1061/(ASCE)0733-9437(2003)129:1(36).
- Colantoni, A., C. Ferrara, L. Perini, and L. Salvati. 2015. Assessing trends in climate aridity and vulnerability to soil degradation in Italy. Ecological Indicators 48:599–604. doi: https://doi.org/10.1016/j.ecolind.2014.09.031.
- Dave, V., M. Pandya, and R. Ghosh. 2019. Identification of desertification hot spot using aridity index. Annals of Arid Zone 58 (1–2):39–44.
- De Martonne, E. 1926. Une nouvelle function climatologique: L’indice d’aridité [Aridity index]. Meteorologie 2:449–459.
- Dehghanpour, A., A. Halabian, and M. Fallahpour. 2014. Spatial and temporal analysis of dusty days in Iran. International Journal of Advanced Biological and Biomedical Research 2 (4):1195–206.
- Díaz, J., C. Linares, R. Carmona, A. Russo, C. Ortiz, P. Salvador, and R. M. Trigo. 2017. Saharan dust intrusions in Spain: Health impacts and associated synoptic conditions. Environmental Research 156:455–67. doi: https://doi.org/10.1016/j.envres.2017.03.047.
- Ebrahimi-Khusfi, Z., and M. Moatamednia. 2019. Evaluating different functions of artificial neural networks for predicting the hourly variations of horizontal visibility under dry and humid conditions (Case study: Zabol City). Desert Ecosystem Engineering Journal 3 (1):55–69.
- Ebrahimi-Khusfi, Z., F. Roustaei, M. E. Khusfi, and S. Naghavi. 2020. Investigation of the relationship between dust storm index, climatic parameters, and normalized difference vegetation index using the ridge regression method in arid regions of Central Iran. Arid Land Research and Management 34 (3):239–63. doi: https://doi.org/10.1080/15324982.2019.1694087.
- Ebrahimi-Khusfi, Z., R. Taghizadeh-Mehrjardi, and M. Mirakbari. 2021. Evaluation of machine learning models for predicting the temporal variations of dust storm index in arid regions of Iran. Atmospheric Pollution Research 12 (1):134–47. doi: https://doi.org/10.1016/j.apr.2020.08.029.
- Ebrahimi-Khusfi, Z., R. Taghizadeh-Mehrjardi, and A. R. Nafarzadegan. 2021. Accuracy, uncertainty, and interpretability assessments of ANFIS models to predict dust concentration in semi-arid regions. Environmental Science and Pollution Research 28 (6):6796–6810. doi: https://doi.org/10.1007/s11356-020-10957-z.
- Gerivani, H., G. R. Lashkaripour, M. Ghafoori, and N. Jalali. 2011. The source of dust storm in Iran: A case study based on geological information and rainfall data. Carpathian Journal of Earth and Environmental Sciences 6:297–308.
- Girvetz, E. H., and C. Zganjar. 2014. Dissecting indices of aridity for assessing the impacts of global climate change. Climatic Change 126 (3–4):469–83. doi: https://doi.org/10.1007/s10584-014-1218-9.
- Goudie, A. S. 2009. Dust storms: Recent developments. Journal of Environmental Management 90 (1):89–94. doi: https://doi.org/10.1016/j.jenvman.2008.07.007.
- Greve, P., M. Roderick, A. Ukkola, and Y. Wada. 2019. The aridity index under global warming. Environmental Research Letters 14 (12):124006. doi: https://doi.org/10.1088/1748-9326/ab5046.
- Habib, A., B. Chen, G. Shi, Y. Iwasaka, D. Nath, B. Khalid, S. Tan, T. Mahmood, R. Jiao, and D. Ntwali. 2019. Dust particles in free troposphere over Chinese desert region revealed from balloon borne measurements under calm weather conditions. Atmospheric and Oceanic Science Letters 12 (1):12–20. doi: https://doi.org/10.1080/16742834.2019.1536645.
- Hadi Pour, S., A. Wahab, A. Khairi, S. Shahid, and X. Wang. 2019. Spatial pattern of the unidirectional trends in thermal bioclimatic indicators in Iran. Sustainability 11 (8):2287. doi: https://doi.org/10.3390/su11082287.
- Hamidi, M., M. R. Kavianpour, and Y. Shao. 2013. Synoptic analysis of dust storms in the Middle East. Asia-Pacific Journal of Atmospheric Sciences 49 (3):279–86. doi: https://doi.org/10.1007/s13143-013-0027-9.
- Hatami, Z., P. Rezvani Moghaddam, A. Rashki, M. N. Mahallati, and B. Habibi Khaniani. 2018. Effects of desert dust on yield and yield components of cowpea (Vigna unguiculata L.). Archives of Agronomy and Soil Science 64 (10):1446–58. doi: https://doi.org/10.1080/03650340.2018.1440081.
- Hong, C., L. Chenchen, Z. Xueyong, L. Huiru, K. Liqiang, L. Bo, and L. Jifeng. 2020. Wind erosion rate for vegetated soil cover: A prediction model based on surface shear strength. Catena 187:104398. doi: https://doi.org/10.1016/j.catena.2019.104398.
- Huang, J., H. Yu, X. Guan, G. Wang, and R. Guo. 2016. Accelerated dryland expansion under climate change. Nature Climate Change 6 (2):166–71. doi: https://doi.org/10.1038/nclimate2837.
- Islam, M. N., and M. Almazroui. 2012. Direct effects and feedback of desert dust on the climate of the Arabian Peninsula during the wet season: A regional climate model study. Climate Dynamics 39 (9–10):2239–50. doi: https://doi.org/10.1007/s00382-012-1293-4.
- Javadian, M., A. Behrangi, and A. Sorooshian. 2019. Impact of drought on dust storms: Case study over Southwest Iran. Environmental Research Letters 14 (12):124029. doi: https://doi.org/10.1088/1748-9326/ab574e.
- Kader, G., and C. Franklin. 2008. The evolution of Pearson’s correlation coefficient. The Mathematics Teacher 102 (4):292–99. doi: https://doi.org/10.5951/MT.102.4.0292.
- Kharazmi, R., A. Tavili, M. R. Rahdari, L. Chaban, E. Panidi, and J. Rodrigo-Comino. 2018. Monitoring and assessment of seasonal land cover changes using remote sensing: A 30-year (1987–2016) case study of Hamoun Wetland, Iran. Environmental Monitoring and Assessment 190 (6):356. doi: https://doi.org/10.1007/s10661-018-6726-z.
- Khosroshahi, M., Z. Ebrahimi Khusfi, A. Gohardoust, S. Lotfi Nasab Asl, F. Dargahian, and L. Kash Zenouzi. 2020. Monitoring the physical surface changes of the Gavkhoni Wetland and its relation with dust and its surrounding sand dunes activity. Desert Management 15:139–60.
- Khusfi, Z. E., M. Khosroshahi, F. Roustaei, and M. Mirakbari. 2020. Spatial and seasonal variations of sand-dust events and their relation to atmospheric conditions and vegetation cover in semi-arid regions of central Iran. Geoderma 365:114225. doi: https://doi.org/10.1016/j.geoderma.2020.114225.
- Kim, H.-S., Y.-S. Chung, and M.-B. Yoon. 2016. An analysis on the impact of large-scale transports of dust pollution on air quality in East Asia as observed in central Korea in 2014. Air Quality, Atmosphere & Health 9 (1):83–93. doi: https://doi.org/10.1007/s11869-014-0312-5.
- Kincheloe, J. L., A. Nandi, and I. Luffman. 2018. Aeolian erosion processes in humid subtropical ultisols in southeastern United States. Journal of Geography and Earth Sciences 6:19–30.
- Kohfeld, K., and I. Tegen. 2007. Record of mineral aerosols and their role in the Earth system. Treatise on Geochemistry 4:1–26.
- Kosmopoulos, P. G., S. Kazadzis, M. Taylor, E. Athanasopoulou, O. Speyer, P. I. Raptis, E. Marinou, E. Proestakis, S. Solomos, E. Gerasopoulos, et al. 2017. Dust impact on surface solar irradiance assessed with model simulations, satellite observations and ground-based measurements. Atmospheric Measurement Techniques 10 (7):2435–53. doi: https://doi.org/10.5194/amt-10-2435-2017.
- Kottek, M., J. Grieser, C. Beck, B. Rudolf, and F. Rubel. 2006. World map of the Köppen-Geiger climate classification updated. Meteorologische Zeitschrift 15 (3):259–63. doi: https://doi.org/10.1127/0941-2948/2006/0130.
- Lancaster, N. 1997. Response of eolian geomorphic systems to minor climate change: Examples from the southern Californian deserts. Geomorphology 19 (3–4):333–47. doi: https://doi.org/10.1016/S0169-555X(97)00018-4.
- Lancaster, N., and P. Hesse. 2016. Geospatial analysis of climatic boundary conditions governing dune activity. Paper presented at the Geological Society of America, Denver, CO. Paper No. 226-3. Abstracts with Programs 48(7). doi: https://doi.org/10.1130/abs/2016AM-283707.
- Maliva, R., and T. Missimer. 2012. Aridity and drought. In Arid lands water evaluation and management, 21–39. Berlin: Springer.
- Marengo, J. A., and M. Bernasconi. 2015. Regional differences in aridity/drought conditions over Northeast Brazil: Present state and future projections. Climatic Change 129 (1–2):103–15. doi: https://doi.org/10.1007/s10584-014-1310-1.
- McTainsh, G., T. O’Loingsigh, and C. Strong. 2011. Update of Dust Storm Index (DSI) maps for 2005 to 2010. Atmospheric Environment Research Centre, Griffith University, Brisbane, Queensland.
- Middleton, N. 1986. Dust storms in the Middle East. Journal of Arid Environments 10 (2):83–96. doi: https://doi.org/10.1016/S0140-1963(18)31249-7.
- Middleton, N. 2017. Desert dust hazards: A global review. Aeolian Research 24:53–63. doi: https://doi.org/10.1016/j.aeolia.2016.12.001.
- Mohamed, A. B., J. Frangi, J. Fontan, and A. Druilhet. 1992. Spatial and temporal variations of atmospheric turbidity and related parameters in Niger. Journal of Applied Meteorology 31 (11):1286–94. doi: https://doi.org/10.1175/1520-0450(1992)031<1286:SATVOA>2.0.CO;2.
- Mosaedi, A., M. G. Sough, S.-H. Sadeghi, Y. Mooshakhian, and M. Bannayan. 2017. Sensitivity analysis of monthly reference crop evapotranspiration trends in Iran: A qualitative approach. Theoretical and Applied Climatology 128 (3–4):857–73. doi: https://doi.org/10.1007/s00704-016-1740-y.
- Nauman, T. W., M. C. Duniway, N. P. Webb, and J. Belnap. 2018. Elevated aeolian sediment transport on the Colorado Plateau, USA: The role of grazing, vehicle disturbance, and increasing aridity. Earth Surface Processes and Landforms 43 (14):2897–914. doi: https://doi.org/10.1002/esp.4457.
- Negah, S., A.-H. Mesakatee, S. Hajjam, and A. Kamali. 2016. Investigation of the atmospheric mesoscale circulation patterns and their simulation with WRF-CHEM model of the dust storm occurrence over the southern coast of the Caspian Sea. Arabian Journal of Geosciences 9 (15):649. doi: https://doi.org/10.1007/s12517-016-2670-9.
- Oliver, J. E. 2008. Encyclopedia of world climatology. The Netherlands: Springer Science & Business Media.
- Onishi, K., S. Otani, A. Yoshida, H. Mu, and Y. Kurozawa. 2015. Adverse health effects of Asian dust particles and heavy metals in Japan. Asia Pacific Journal of Public Health 27 (2):NP1719–26. doi: https://doi.org/10.1177/1010539511428667.
- Ouria, M., and H. Sevinc. 2016. The role of dams in drying up lake Urmia and its environmental impacts on Azerbaijani districts of Iran. Saussurea 6 (1):54–65.
- Palmer, W. C., and A. V. Havens. 1958. A graphical technique for determining evapotranspiration by the Thornthwaite method. Monthly Weather Review 86 (4):123–28. https://journals.ametsoc.org/view/journals/mwre/86/4/1520-0493_1958_086_0123_agtfde_2_0_co_2.xml?tab_body=fulltext-display.
- Querol, X., A. Tobías, N. Pérez, A. Karanasiou, F. Amato, M. Stafoggia, C. Pérez García-Pando, P. Ginoux, F. Forastiere, S. Gumy, et al. 2019. Monitoring the impact of desert dust outbreaks for air quality for health studies. Environment International 130:104867. doi: https://doi.org/10.1016/j.envint.2019.05.061.
- Rashki, A., D. Kaskaoutis, A. Goudie, and R. Kahn. 2013. Dryness of ephemeral lakes and consequences for dust activity: The case of the Hamoun drainage basin, southeastern Iran. Science of the Total Environment 463–64:552–64. doi: https://doi.org/10.1016/j.scitotenv.2013.06.045.
- Rashki, A., D. G. Kaskaoutis, C. d. Rautenbach, P. G. Eriksson, M. Qiang, and P. Gupta. 2012. Dust storms and their horizontal dust loading in the Sistan region, Iran. Aeolian Research 5:51–62. doi: https://doi.org/10.1016/j.aeolia.2011.12.001.
- Rashki, A., D. Kaskaoutis, and A. Sepehr. 2018. Statistical evaluation of the dust events at selected stations in Southwest Asia: From the Caspian Sea to the Arabian Sea. Catena 165:590–603. doi: https://doi.org/10.1016/j.catena.2018.03.011.
- Reynolds, J. F., F. T. Maestre, P. R. Kemp, D. M. Stafford-Smith, and E. Lambin. 2007. Natural and human dimensions of land degradation in drylands: Causes and consequences. In Terrestrial ecosystems in a changing world, 247–57. Berlin: Springer.
- Rezazadeh, M., P. Irannejad, and Y. Shao. 2013. Climatology of the Middle East dust events. Aeolian Research 10:103–9. doi: https://doi.org/10.1016/j.aeolia.2013.04.001.
- Sahin, S. 2012. An aridity index defined by precipitation and specific humidity. Journal of Hydrology 444–45:199–208. doi: https://doi.org/10.1016/j.jhydrol.2012.04.019.
- Şarlak, N., and O. M. M. Agha. 2018. Spatial and temporal variations of aridity indices in Iraq. Theoretical and Applied Climatology 133 (1–2):89–99. doi: https://doi.org/10.1007/s00704-017-2163-0.
- Sarparast, M., M. Ownegh, A. Najafinejad, and A. Sepehr. 2018. An applied statistical method to identify desertification indicators in northeastern Iran. Geoenvironmental Disasters 5 (1):3. doi: https://doi.org/10.1186/s40677-018-0095-3.
- Schweitzer, M. D., A. S. Calzadilla, O. Salamo, A. Sharifi, N. Kumar, G. Holt, M. Campos, and M. Mirsaeidi. 2018. Lung health in era of climate change and dust storms. Environmental Research 163:36–42. doi: https://doi.org/10.1016/j.envres.2018.02.001.
- Shahraiyni, H. T., K. Karimi, M. H. Nokhandan, and N. H. Moghadas. 2015. Monitoring of dust storm and estimation of aerosol concentration in the Middle East using remotely sensed images. Arabian Journal of Geosciences 8 (4):2095–110. doi: https://doi.org/10.1007/s12517-013-1252-3.
- Shahsavani, A., A. Tobías, X. Querol, M. Stafoggia, M. Abdolshahnejad, F. Mayvaneh, Y. Guo, M. Hadei, S. Saeed Hashemi, A. Khosravi, et al. 2020. Short-term effects of particulate matter during desert and non-desert dust days on mortality in Iran. Environment International 134:105299. doi: https://doi.org/10.1016/j.envint.2019.105299.
- Shao, Y., Y. Yang, J. Wang, Z. Song, L. M. Leslie, C. Dong, Z. Zhang, Z. Lin, Y. Kanai, S. Yabuki, et al. 2003. Northeast Asian dust storms: Real‐time numerical prediction and validation. Journal of Geophysical Research: Atmospheres 108 (D22):4691. doi: https://doi.org/10.1029/2003JD003667.
- Shao, Y., Y. Zhang, X. Wu, C. P.-A. Bourque, J. Zhang, S. Qin, and B. Wu. 2016. Relating historical vegetation cover to aridity index patterns in the greater desert region of northern China: Implications to planned and existing restoration projects. Biogeosciences Discussions :1–22.
- Shukla, K., P. Kumar, G. S. Mann, and M. Khare. 2020. Mapping spatial distribution of particulate matter using kriging and inverse distance weighting at supersites of megacity Delhi. Sustainable Cities and Society 54:101997. doi: https://doi.org/10.1016/j.scs.2019.101997.
- Sirjani, E., A. Sameni, A. A. Moosavi, M. Mahmoodabadi, and B. Laurent. 2019. Portable wind tunnel experiments to study soil erosion by wind and its link to soil properties in the Fars province, Iran. Geoderma 333:69–80. doi: https://doi.org/10.1016/j.geoderma.2018.07.012.
- Tabari, H., and M. B. Aghajanloo. 2013. Temporal pattern of aridity index in Iran with considering precipitation and evapotranspiration trends. International Journal of Climatology 33 (2):396–409. doi: https://doi.org/10.1002/joc.3432.
- Tabari, H., J. Nikbakht, and P. H. Talaee. 2012. Identification of trend in reference evapotranspiration series with serial dependence in Iran. Water Resources Management 26 (8):2219–32. doi: https://doi.org/10.1007/s11269-012-0011-7.
- Tabari, H., P. H. Talaee, S. M. Nadoushani, P. Willems, and A. Marchetto. 2014. A survey of temperature and precipitation based aridity indices in Iran. Quaternary International 345:158–66. doi: https://doi.org/10.1016/j.quaint.2014.03.061.
- Thornthwaite, C. W. 1948. An approach toward a rational classification of climate. Geographical Review 38 (1):55–94. doi: https://doi.org/10.2307/210739.
- Tigkas, D., H. Vangelis, and G. Tsakiris. 2015. DrinC: A software for drought analysis based on drought indices. Earth Science Informatics 8 (3):697–709.
- Torghabeh, A. K., B. Pradhan, and A. Jahandari. 2020. Assessment of geochemical and sedimentological characteristics of atmospheric dust in Shiraz, southwest Iran. Geoscience Frontiers 11 (3):783–92. doi: https://doi.org/10.1016/j.gsf.2019.08.004.
- UNESCO. 1979. Map of the world distribution of arid regions: Explanatory note. Paris: UNESCO.
- United Nations Environment Programme, N. Middleton, and D. Thomas. 1992. World atlas of desertification. London: Edward Arnold.
- Voevod, M., M. Dîrja, M. O. Moldovan, I. D. Arion, A. R. Ţenter, and C. G. Topan. 2019. Wind erosion—Causes and effects. ProEnvironment/ProMediu 12 (38):193–97.
- Walter, M., and D. Wilkerson. 1991. Dust and sand forecasting in Iraq and adjoining countries. Air Weather Service Report No. TN 91 (001), U.S. Air Weather Service, Scott Air Force Base, IL.
- Wang, X., O. Oenema, W. Hoogmoed, U. Perdok, and D. Cai. 2006. Dust storm erosion and its impact on soil carbon and nitrogen losses in northern China. Catena 66 (3):221–27. doi: https://doi.org/10.1016/j.catena.2006.02.006.
- Xu, C., Y. Ma, K. Yang, and C. You. 2018. Tibetan plateau impacts on global dust transport in the upper troposphere. Journal of Climate 31 (12):4745–56. doi: https://doi.org/10.1175/JCLI-D-17-0313.1.
- Yang, Z., Q. Zhang, and X. Hao. 2016. Evapotranspiration trend and its relationship with precipitation over the loess plateau during the last three decades. Advances in Meteorology 2016:1–10. doi: https://doi.org/10.1155/2016/6809749.
- Yuge, K., and M. Anan. 2019. Evaluation of the effect of wind velocity and soil moisture condition on soil erosion in andosol agricultural fields (Model experiment). Water 11 (1):98. doi: https://doi.org/10.3390/w11010098.
- Zarei, M., R. Ghazavi, A. Vali, and K. Abdollahi. 2016. Estimating groundwater recharge, evapotranspiration and surface runoff using land-use data: A case study in northeast Iran. Biological Forum: An International Journal 8 (2):196–202.
- Zhao, S., H. Zhang, S. Feng, and Q. Fu. 2015. Simulating direct effects of dust aerosol on arid and semi‐arid regions using an aerosol–climate coupled system. International Journal of Climatology 35 (8):1858–66. doi: https://doi.org/10.1002/joc.4093.
- Ziyaee, A., A. Karimi, D. R. Hirmas, M. Kehl, A. Lakzian, H. Khademi, and D. B. Mechem. 2018. Spatial and temporal variations of airborne dust fallout in Khorasan Razavi Province, Northeastern Iran. Geoderma 326:42–55. doi: https://doi.org/10.1016/j.geoderma.2018.04.010.