Abstract
Sand dunes are one of the types of Iran desert regions, which are occupying a significant extension of deserts area of Iran. The study area is part of Yazd-Ardakan with an area of 34,028.8 hectares in Yazd province. The aim of this study is to evaluate the impact of the decline in groundwater levels and increasing drought on spreading sand dunes. To map land use during the three decades in 1986, 1994, 2002 and 2016 were extracted from Landsat satellite images. Using different processes and methods of artificial neural networks, ARTMAP fuzzy is obtained land use map for mentioned years. To investigate the relationship of these changes, decline in groundwater level of the water table level statistics of 23 wells in 1982, 1995, 2009 and 2016 using of ArcGIS software to kriging method interpolated and rate of water loss were calculated. Also, drought index SPI by software DIP and method of interpolation inverse distance were estimated during this time interval and were compared to the number of days of dust per year. The area of sand dunes has reached from 15% in 1986 to 33% in 2016. In 1982, half of the area has been groundwater at a depth of 30–50 m from ground level in the event that there had been not from 2009 other water at this depth, and in the years 2009 and 2016, 60% of the area is located at a depth of 50–70 m and 10% at depths greater than 100 m, and the maximum of drought index value in the area is − 1.19 and its minimum is − 0.66. The southern part had an area of drop in ground water and growth of sand dunes and also drought index value is greater.
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References
Agnew CT, Chappell A (1999) Drought in the Sahel. GeoJournal 48(4):299–311
Alipur H, Zare M, Shojaei S (2016) Assessing the degradation of vegetation of arid zones using FAO–UNIP model (case study: Kashan zone). Modeling Earth Syst Environ 2(4):195
Carpenter GA, Gossberg S, Rosen D (1991) Fuzzy ART: fast stable learning and cat-egorization of analog patterns by an adaptive resonance system. Neural Netw 4:759–771
Cheshmidari MN, Ardakani AHH, Alipor H, Shojaei S (2017) Applying Delphi method in prioritizing intensity of flooding in Ivar watershed in Iran. Spat Inf Res 25(2):173–179
Chrysoulakis N, Proedrou M, Cartalis C (2003) Variations and trends in annual and seasonal means of precipitable water in Greece as deduced from radiosonde measurements, Tech. rep., Institute of Applied Mathematics, University of Athens
Del Valle HF, Rostagno CM, Coronato FR, Bouza PJ, Blanco PD (2008) Sand dune activity in north-eastern Patagonia. J Arid Environ 72(4):411–422
Edossa F, Kassahum T, Endashaw B (2010) A comparative study of morphological and molecular diversuty in the Ethiopian lentil landraces. Afr J Plant Sci 7(4):241–254
Edwards DC, McKee TB (1997) Characteristics of 20th century in the United States at multiple time scales. Climatology report number 97–2. Colorado State University, Fort Collins
El Gammal ESA, El Gammal AEDA (2010) Hazard impact and genetic development of sand dunes west of Samalut, Egypt. Egypt J Remote Sens Space Sci (In press, corrected proof)
Ensafi MT, Rafiei IA (2010) Zoning of climate droughts by using of weighting inverse distance method (Case Study: Salt Lake basin). Quart J Sci Res Range Desert Iran 16(2):274–292
Gil-Sáncheza L, Garriguesa J, Garcia-Breijoa E, Graub R, Marta A, Baigtsb D, Baratb JM (2015) Artificial neural networks (Fuzzy ARTMAP) analysis of the data obtained with an electronic tongue applied to a ham-curing process with different salt formulations. Appl Soft Comput 30:421–429
Goossens EMC, de Roover BP, Goossens REA (1993) A digital approach to the separation of parabolic sand dune areas from interdunal areas using Landsat MSS data. J Arid Environ 25(1):131–140
Hamidian M, Saligheh M, Ghalheri F, Abbas G (2012) The application of different weighting methods in order to monitoring and spatial analysis of drought: Razavi Khorasan province, Geography and Development. No. 30. pp 57–70
Hamidy N, Alipur H, Nasab SNH, Yazdani A, Shojaei S (2016) Spatial evaluation of appropriate areas to collect runoff using analytic hierarchy process (AHP) and geographical information system (GIS) (case study: the catchment “Kasef” in Bardaskan. Model Earth Syst Environ 2(4):172
Hassanipak AA (2002) Exploratory data analysis. Tehran University, Tehran
Hayes MJ, Svoboda MD, Wihite DA, Vanyarkho OV (1999) Monitoring the 1996 drought using the standardized precipitation index. Bull Am Meterol Soc 80(3):429–438
Hejazizadeh Z, Arani H, Mojtaba M, Neda R, Harabadi S (2015) Effects of climate droughts on hazards of sand storms Case study: Bandar rig Kashan, Quarterly Journal of scientific research and International Association of Geography of Iran, twelfth year, No. 42, autumn 2015
Hereher ME (2010) Sand movement patterns in the Western Desert of Egypt: an environmental concern. Environ Earth Sci 59:1119–1127
Hevesi JA, Istok JD, Flint AL (1992) A precipitation estimation in mountainous terrain using multivariate geostatistics. Part I: structural analysis. J Appl Meteorol 31:661–676
Kelin H, Huang Y, Li H, Li B, Chen D, White RE (2005) Spatial variability of shallow groundwater level, electrical conductivity and nitrate concentration, and risk assessment of nitrate contamination in North China Plain. Environ Int 31(6):896–903
Khalighi SF et al (2009) To determine the best methods of geostatistical in providing of PMP) Case Study: Province
Komsucu AU (1999) Using the SPI to analysis spatial and temporal patterns of drought in Turkey. Drought Netw News 7–13
Levin N, Ben-Dor E, Karnieli A (2004) Topographic information of sand dunes as extracted from shading effects using Landsat images. Remote Sens Environ 90(2):190–209
Lu D, Mausel P, Brondizio E, Moran E (2004) Change detection techniques. Int J Remote Sens 25:2365–2401
Mashhadi N, Amiraslani F, Reihan MK (2006) A study on morphology of sand dunes in Khartouran erg, Semnan province, Iran. Desert (Biaban) 11(1):225–233
McKee TB, Nolan JD, Kleist J, (1993) The relationship of drought frequency and duration on time scales, the eighth conference on “applied climatology department of atmospheric science”. Colorado State University, Fort Collins, p 17–22
McKee TB, Doeksen NJ, Kleist J (1995). Drought monitoring with multiple time scales. 9th conferences on applied climatology. American meterological society, Dallas, pp 233–236
Mirabbasi R, Fakheri-Fard A, Dinpajouh Y (2012) Bivariate drought frequency analysis using copula method. Theor Appl Climatol 108:191–206
Mohammadi J (2007) Pedometer (spatial statistics), vol 2. Pelk. P 240
Mousavi SH, Vali A, Mo’ayyeri M (2010) Effect parameters of Barchan morphometry on amount of its displacement (Case Study: Rig wells Jam). J Geogr Environ Plan 38(2):101–118
Naderiyanfar M, Ansari H, Ziyai A, Davari K (2012) Evaluating the groundwater level fluctuations under different climatic conditions in the basin Neyshabour. Irrigation Water Eng 3:22–37
Paisley ECI, Lancaster N, Gaddis LR, Greeley R, (1991). Discrimination of active and inactive sand from remote-sensing Kelso dunes, Mojave Desert, California. Remote Sens Environ 37(3):153–166
Piri H, Bameri A (2015) Investigation process of changes a little water table of groundwater resources by using of geostatistics and geographic information system (Case Study: Sirjan Plain), Remote sensing and geographic information system in natural resources, vol 7, no. 21, pp 67–69 (in persian)
Ramesht M, Hussein Saif, Abdullah MS (2011) Investigation extent of spread sand dunes in Jask East in the period (1991–2005) by using GIS
Safari M (2003) To determine optimal network of groundwater levels measurement with the help of geostatistical methods. Case study: Plain Chamchal. Master’s thesis irrigation and drainage. Faculty of Agriculture. Tarbiat Modarres University
Salari J, Zarei MH, Taghian M (2010) Application and evaluation of kriging and co-kriging method in calculate underground water surface level in level plain of amidst the waters year. Proceedings of second national conference the effects of drought and strategies of its management, Isfahan. P 580
Sharma A, Dadhwal VK, Jeganathan C, Tolpekin V (2006) Drought monitoring using standardized precipitation index: a case study for the state of Karnataka, India
Tali MG (2006) GIS in the three-dimensional environment, publishing (SID). Tarbiat Moallem unit, No. (49)
Theodossiou N, Latinopoulos P (2006) Evaluation and optimisation of groundwater observation networks using the Kriging methodology. Environ Model Softw 21(7):991–1000
Vasiliades L, Loukas A, Liberis N (2010) A water derived drought index for pinios River Basin, Greece. Water Resour Manag 25(4):1087–1101
Vijay K, Remadevi H (2006) Kriging of groundwater levels-a case study. J Spat Hydrol 6(1):81–92
Yamoh CF, Varvel GE, Francis CA, Waltman WJ (1998) Weather and management impact on crop yield variability. J Prod Agric 11(2):219–225
Yao ZY, Wang T, Han ZW, Zhang WM, Zhao AG (2007) Migration of sand dunes on the northern Alxa Plateau, Inner Mongolia, China. J Arid Environ 70(1):80–93
Youssefi H, Nohegar A, Khosravi Z, Aziz Abadi Farahani M (2016) Management and zoning of drought by using SPI and RDI index. Case Study: Central Province. Eco Hydrol 2(3):337–344
Yue S, Kang S, Li F, Zhang L (2009) Comparison of interpolation methods for depth to groundwater and its temporal and spatial variations in the Minqin oasis of northwest China. Environ Model Softw 24(10):1163–1170
Zhang Y (2004) Understanding image fusion. Photogramm Eng Remote Sens 70:657–661
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Aliabad, F.A., hakimzadeh, M.a. & Shojaei, S. The impact of drought and decline in groundwater levels on the spread of sand dunes in the plain in Iran. Sustain. Water Resour. Manag. 5, 541–555 (2019). https://doi.org/10.1007/s40899-017-0204-6
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DOI: https://doi.org/10.1007/s40899-017-0204-6