Abstract
In recent years, dust storms with huge adverse impacts on the environment have become more frequent and intense in the southwest of Iran. The first step to control or influence the dust storm process is source identification. The objective of this study is to detect the major sources of dust storms in Bushehr Province of Iran using the analytic network processes (ANP) and the weather research and forecasting (WRF) models. Five synoptic stations for this purpose were examined over 17 years from 2001 to 2017. The spatial data includes land use, NDVI, slope, aspect-slope, elevation, and soil used as the major layers. The layers were weighted by applying the paired comparison and analytic hierarchy process methods. Also, local scale pressure systems were identified using the WRF numerical model. Results revealed that pressure systems at the local scale in different seasons are located exactly over areas prone to dust storm generation within the study area. Furthermore, the WRF model correctly showed the atmospheric pressure and wind field locations at a local scale. Based on ANP output, more than 25% of Bushehr Province has been active as dust-prone regions at a local scale. The ANP model identified the zones of erosion-prone areas, and the WRF model determined the location of permanent or semi-permanent pressure systems. Results demonstrated that applying the WRF and ANP models provided a useful tool to identify and validate the local dust sources with high accuracy in the study sites.
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Aba A, Al-Dousari AM, Ismaeel A (2018) Atmospheric deposition fluxes of 137Cs associated with dust fallout in the northeastern Arabian Gulf. J Environ Radioact 192:565–572. https://doi.org/10.1016/j.jenvrad.2018.05.010
Abbasi E, Etemadi H (2021) Numerical modeling of atmospheric phenomena causes a water logging in coastal areas of the Persian Gulf. Environ Sci Technol 23(1):103–114. https://doi.org/10.22034/jest.2019.39446.4451
Abbasi E, Etemadi H, Mahoutchi M (2020) Identification of synoptic scale circulation patterns affecting dust phenomenon occurrence in Bushehr Province. J Aridbiom 10(1):46–61. https://doi.org/10.29252/aridbiom.2021.1998
Abd El-Wahab RH, Al-Rashed AR, Al-Dousari A (2018) Influences of physiographic factors, vegetation patterns and human impacts on Aeolian landforms in arid environment. Arid Ecosyst 8(2):97–110. https://doi.org/10.1134/S2079096118020026
Ahmed M, Al-Dousari AM (2013) Geomorphological characteristics of the Um-Rimam depression in northern Kuwait. Kuwait J Sci 40(1):165–178
Ahmed M, Al-Dousari N, Al-Dousari A (2016) The role of dominant perennial native plant species in controlling the mobile sand encroachment and fallen dust problem in Kuwait. Arab J Geosci 9(2):134
Al-Awadhi JM, Al-Dousari AM (2013) Morphological characteristics and development of coastal nabkhas, north-east Kuwait. Int J Earth Sci (Geol Rundsch) 102:949–958. https://doi.org/10.1007/s00531-012-0833-9
Al-Awadhi JM, Al-Dousari A, Al-Enezi A (2000) Barchan dunes in northern Kuwait. Arab Gulf J Scientif Res 18(1):32–40
Al-Dousari AM, Al-Hazza A (2013) Physical properties of Aeolian sediments within major dune corridor in Kuwait. Arab J Geosci 6(2):519–527. https://doi.org/10.1007/s12517-011-0353-0
Al-Dousari AM, Al-Enezi AK, Al-Awadhi J (2008) Textural variations within different representative types of dune sediments in Kuwait. Arab J Geosci 1(1):17–31. https://doi.org/10.1007/s12517-008-0002-4
Al-Dousari AM, Alsaleh A, Ahmed M et al (2019a) Off-road vehicle tracks and grazing points in relation to soil compaction and land degradation. Earth Syst Environ 3(3):471–482. https://doi.org/10.1007/s41748-019-00115-y
Al-Dousari A, Al-Nassar W, Al-Hemoud A, Alsaleh A, Ramadan A, Al-Dousari N, Ahmed M (2019b) Solar and wind energy: challenges and solutions in desert regions. Energy 176:184–194. https://doi.org/10.1016/j.energy.2019.03.180
Al-Dousari AM, Ahmed M, Al-Dousari N, Al-Awadhi S (2019c) Environmental and economic importance of native plants and green belts in controlling mobile sand and dust hazards. Int J Environ Sci Technol 16:2415–2426. https://doi.org/10.1007/s13762-018-1879-4
Al-Dousari A, Ramadan A, Al-Qattan A, Al-Ateeqi S, Dashti H, Ahmed M et al (2020) Cost and effect of native vegetation change on Aeolian sand, dust, microclimate and sustainable energy in Kuwait. J Taibah Univ Sci 14(1):628–639
Al-Enezi E, Al-Dousari A, Al-Shammeri F (2014) Modeling adsorption of inorganic phosphorous on dust fallout in Kuwait. J Eng Res 2(2):1–14
Al-Ghadban AN (2008) Ecological Consequences of River Manipulations and Drainage of Mesopotamian Marshes on the Arabian Gulf Ecosystem: Investigations on Changes in Sedimentology and Environment Quality, with Special Refe
Al-Hemoud A, Al-Dousari A, Al-Shatti A, Al-Khayat A, Behbehani W, Malak M (2018) Health impact assessment associated with exposure to PM10 and dust storms in kuwait. Atmosphere 9 (1):6. https://doi.org/10.3390/atmos9010006
Bayazit O (2006) Use of analytic network process in vendor selection decisions. Benchmarking: An International Journal 13(5):566–579. https://doi.org/10.1108/14635770610690410
Boloorani AD, Nabavi SO, Bahrami HA, Mirzapour F, Kavosi M, Abasi E, Azizi R (2014) Investigation of dust storms entering Western Iran using remotely sensed data and synoptic analysis. J Environ Health Sci Eng 12(1):124
Broomandi P, Dabir B, Bonakdarpour B, Rashidi Y (2017) Identification of dust storm origin in south–west of Iran. J Environ Health Sci Eng 15(1):1–14
Cao H, Amiraslani F, Liu J, Zhou N (2015) Identification of dust storm source areas in West Asia using multiple environmental datasets. Sci Total Environ 502:224–235
Csavina J, Field J, Félix O, Corral-Avitia AY, Sáez AE, Betterton EA (2014) Effect of wind speed and relative humidity on atmospheric dust concentrations in semi-arid climates. Sci Total Environ 487:82–90. https://doi.org/10.1016/j.scitotenv.2014.03.138
Dabbaghiyan A, Fazelpour F, Abnavi MD, Rosen MA (2016) Evaluation of wind energy potential in province of Bushehr, Iran. Renew Sust Energ Rev 55:455–466
Draxler RR, Rolph GD (2012) Evaluation of the Transfer Coefficient Matrix (TCM) approach to model the atmospheric radionuclide air concentrations from Fukushima. J Geophys Res-Atmos 117:D05107. https://doi.org/10.1029/2011JD017205
El-ossta E, Qahwaji R, Ipson SS (2013) Detection of dust storms using MODIS reflective and emissive bands. IEEE J Sel Top Appl 6(6):2480–2485
Ergu D, Kou G, Shi Y, Shi Y (2014) Analytic network process in risk assessment and decision analysis. Comput Oper Res 42:58–74
Escudero M, Querol X, Ávila A, Cuevas E (2007) Origin of the exceedances of the European daily PM limit value in regional background areas of Spain. Atmos Environ 41(4):730–744
Esmaili O, Tajrishy M, Arasteh, PD (2006) Results of the 50 year ground-based measurements in comparison with satellite remote sensing of two prominent dust emission sources located in Iran. In: Remote sensing of clouds and the atmosphere XI, vol 6362, p 636209. https://doi.org/10.1117/12.692989
Etemadi H, Smoak JM, Abbasi E (2021) Spatiotemporal pattern of degradation in arid mangrove forests of the northern Persian Gulf. Oceanologia 63(1):99–114
Gharibzadeh M, Alam K, Bidokhti AA, Abedini Y, Masoumi A (2017) Radiative effects and optical properties of aerosol during two dust events in 2013 over Zanjan. Iran Aerosol Air Qual Res 17:888–898. https://doi.org/10.4209/aaqr.2016.04.0161
Khan NY (1999) Assessment of sediment quality in Kuwait's territorial waters: Phase 1, Kuwait Bay
Kim D, Chin M, Kemp EM, Tao Z, Peters-Lidard CD, Ginoux P (2017) Development of high-resolution dynamic dust source function-a case study with a strong dust storm in a regional model. Atmos Environ 159:11–25
Middleton N (2019) Variability and trends in dust storm frequency on decadal timescales: climatic drivers and human impacts. Geosciences 9(6):261
Modaihsh AS, Mahjoub MO (2013) Falling dust characteristics in Riyadh City, Saudi Arabia during winter months. APCBEE Procedia 5:50–58
Moghaddam MHR, Sedighi A, Fasihi S, Firozjaei MK (2018) Effect of environmental policies in combating Aeolian desertification over Sejzy plain of Iran. Aeolian Res 35:19–28
Moridnejad A, Karimi N, Ariya PA (2015) A new inventory for Middle East dust source points. Environ Monit Assess 187(9):1–11
Namdari S, Karimi N, Sorooshian A, Mohammadi G, Sehatkashani S (2018) Impacts of climate and synoptic fluctuations on dust storm activity over the Middle East. Atmos Environ 173:265–276
Querol X, Pey J, Pandolfi M, Alastuey A, Cusack M, Pérez N, Moreno T, Viana M, Mihalopoulos N, Kallos G (2009) African dust contributions to mean ambient PM 10 mass levels across the Mediterranean Basin. Atmos Environ 43(28):4266–4277
Rahimi YG, Abbasi E, Farajzadeh M (2015) Analysis of the effect of tropical cyclone Phet on the occurrence of heavy rainfall and floods in Chabahar, Iran. Weather 70(12):348–352
Rashki A, Arjmand M, Kaskaoutis DG (2017) Assessment of dust activity and dust-plume pathways over Jazmurian Basin, southeast Iran. Aeolian Res 24:145–160
Rashki A, Middleton NJ, Goudie AS (2021) Dust storms in Iran–distribution, causes, frequencies and impacts. Aeolian Res 48:100655
Saaty TL (2004) Fundamentals of the analytic network process—dependence and feedback in decision-making with a single network. J Syst Sci Syst Eng 13(2):129–157
Stout JE (2010) Diurnal patterns of blowing sand. Earth Surf Process Landf 35(3):314–318
Wang H, Jia X, Li K, Li Y (2015) Horizontal wind erosion flux and potential dust emission in arid and semiarid regions of China: a major source area for East Asia dust storms. Catena 133:373–384
Zarasvandi A, Carranza EJM, Moore F, Rastmanesh F (2011) Spatio-temporal occurrences and mineralogical–geochemical characteristics of airborne dusts in Khuzestan Province (southwestern Iran). J Geochem Explor 111(3):138–151
Zhang Y, Liu Y, Kucera PA, Alharbi BH, Pan L, Ghulam A (2015) Dust modeling over Saudi Arabia using WRF-Chem: march 2009 severe dust case. Atmos Environ 119:118–130
Zhou C, Gui H, Hu J, Ke H, Wang Y, Zhang X (2019) Detection of new dust sources in central/east asia and their impact on simulations of a severe sand and dust storm. J Geophys Res Atmos 124(17–18):10232–10247
Zoljoodi M, Didevarasl A, Saadatabadi A (2013) Dust events in the western parts of Iran and the relationship with drought expansion over the dust-source areas in Iraq and Syria. Atmospheric and Climate Sciences 3(3):321–336. https://doi.org/10.4236/acs.2013.33034
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We gratefully thank the Iran National Science Foundation for financial support.
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This study was supported by the Iran National Science Foundation (INSF).
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Abbasi, ., Etemadi, H., Smoak, J.M. et al. Dust storm source detection using ANP and WRF models in southwest of Iran. Arab J Geosci 14, 1529 (2021). https://doi.org/10.1007/s12517-021-07608-z
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DOI: https://doi.org/10.1007/s12517-021-07608-z