Assessment of spatial interpolation techniques for drought severity analysis in Salt Lake Basin

References 
 
Alijani B, Yousefi Ramandi R 2015. Choosing the best geostatistics method for the zonation of drought       and wet years (Case study: northwestern and central areas of Iran). Ap. Math. Eng. Man. Tech., 3;       120-130. Alley WM. 1984. The Palmer Drought Severity Index: limitation and assumptions. J. Clim. Ap. Met,       23; 1100-1109. Apaydin H, KemalSonmez F, Ersoy Yildirim Y. 2004. Spatial interpolation techniques for climate data       in the GAP region in Turkey. Clim. Res., 28; 31–40. Asefjah B, Fanian F, Feizi Z, Abolhasani A, Paktinat H, Naghilou M, MolaeiAtani A, Asadollahi M,       Babakhani M, Kouroshnia A, Salehi F. 2014. Drought monitoring by using several meteorological       drought indices (Case study: Salt Lake Basin of Iran). Desert, 19; 27-40. Ashraf M, Loftis JC, Hubbard KG. 1997. Application of geostatistics to evaluate partial weather station       networks. Agric. For. Meteoro, 84; 255–271 Azarakhshi M, Mahdavi M, Arzani H, Ahmadi H. 2011. Assessment of the Palmer drought severity       index in arid and semi-arid rangeland (Case study: Qom province, Iran). Desert, 16; 77-85. Banejad H, Zare Abyaneh H, Nazarifar MH, Sabziparvar A. 2006. Application of standard precipitation       index (SPI) with Geostatistic Method for analyzing meteorological drought in Hamedan province. J.       Ag. Res. Wat. S. Pl. Ag, 6; 61-72. 
DESERT2021, 26(1):85-97                                                                                                                      96   
 
Bastin G, Loren B, Duque C, Gevers M. 1984. Optimal estimation of the average rainfall and optimal       selection of raingauge locations. Wat. Res. Res, 20; 463-470. Bazrafshan J, Khalili A. 2013. Spatial Analysis of Meteorological Drought in Iran from 1965 to 2003.       Desert, 18; 63-71. Bedient PB, Huber WC. 1992. Hydrology and Floodplain Analysis, 2 ed. Addison-Wesley: Reading,       MA.Borga M, Vizzaccaro A. 1997. On the interpolation of hydrologic variables: formal equivalence       of multiquadratic surface fitting and kriging. J. Hydro, 195; 160–171. Burrough PA, Goodchild MF, McDonnell RA, Switzer P, Worboys M. 1998. Principles of Geographic       Information Systems. Oxford University Press, Oxford, UK. Campling P, Gobin A, Feyen J. 2001. Temporal and spatial rainfall analysis across a humid tropical       catchment. Hydrol. Proc, 15; 359–375. Capra A, Consoli S, Scicolone B. 2013. Long-term climatic variability in Calabria and effects on drought       and agrometeorological parameters. Wat. Res. Man., 27; 601–617. Caruso C, Quarta F. 1998. Interpolation methods comparison. Com. Math. Ap., 35; 109–126. Chiles J, Delfiner P. 1999. Geostatistics modeling spatial uncertainty. John Wiley & Sons, New York. Cressie N. 1993. Statistics for spatial data. John Wiley & Sons, New York. Collins FC. 1996. A comparison of spatial interpolation techniques in temperature estimation. Third Int.       Conf. Workshop on Integrating GIS and Environmental Modeling. January 21–25, 1996, Santa Fe,            NM. Dastorani MT, Massah Bavani AR, Poormohammadi S, Rahimian MH. 2011. Assessment of potential       climate change impacts on drought indicators (Case study: Yazd station, Central Iran). Desert 16;       159-167. Delhomme JP. 1978. Spatial variability and uncertainty in ground water flow parameters: a geostatistical       approach. Wat. Res, 5; 269-280. Deutsch CV, Journel AG. 1998. GSLIB: Geostatistical Software Library, Second Edition. Oxford       University Press, New York. Driks KN, Hay JE, Stow CD, Harris D. 1998. High resolution studies of rainfall on Norfolk Island. Part       II: Interpolation of rainfall data. J. Hyd., 208; 187-193. Durao RM, Pereira MJ, Costa AC, Delgado J, Del Barrio G, Soares A. 2010. Spatial–temporal dynamics       of precipitation extremes in southern Portugal, a geostatistical assessment study. Int. J. Climatol, 30;       1526–1537. Eivazi M, Mosaedi A. 2011. Monitoring and Spatial Analysis of Meteorological Drought in Golestan       Province using Geostatistical Methods. Ir. J. Nat. Res., 64; 78-65. Ensafi Moghaddam T. 2007. An Investigation and assessment of climatological indices and       determination of suitable index for climatological droughts in the Salt Lake Basin of Iran. Ir. J. Rang.       Des. Res., 14; 271-288. Eyshi Rezaei E, Mohammadian A, Koohi M, Bannayan M. 2011. Comparative Analysis of Drought       Indices for Drought Zone Scheme of Northern Khorasan Province of Iran. Not. Sci. Biol., 3; 62-69. Gibbs WJ, Maher JV. 1967. Rainfall Deciles as Drought Indicators. Bureau of Meteorology Bulletin       No. 48. Melbourne, Commonwealth of Australia; 29p. Gore PG, Sinha G, Ray KC. 2002. Drought and aridity over districts of Gujarat. J. Agrom, 4; 75-85. Goovaerts P. 1999. Geostatistics in soil science: state-of-the-art and perspectives. Geoderma, 89; 1-46. Goovaerts P. 2000. Geostatistical approaches for incorporating elevation into the spatial interpolation       of rainfall. J. Hyd., 228; 113-129. Gumus V, Algin HM. 2017. Meteorological and hydrological drought analysis of the Seyhan−Ceyhan       River Basins, Turkey. Meteorol. Appl., 24; 62–73.  
97  Keshtkar et al. 
 
 
 
Hagman G. 1984. Prevention Better than Cure Report on Human and Natural Disasters in the Third       World. Stockholm, Swedish Red Cross. Hargrove W. 2001. Interpolation of rainfall in Switzerland using a regularized spline with tension.       Geographic Information and Spatial Technologies Group. Book Ridge National laboratory. Hughes JP, Lettenmaier DP. 1981. Data requirements for kriging: estimation and network design. Wat.       Res. Res, 17; 1641-1650. Isaaks EH, Srivastava RM. 1989. An introduction to applied geostatistics. Oxford Univesity Press,       NewYork. Jeyaseelan AT. 2005. Droughts & floods assessment and monitoring using remote sensing and GIS. Sat.       Rem. Sen. GIS Ap. Ag. Met., 45; 291-313. Jingxiong Z, Na Z, Jinping Y. 2009. Geostatitics for Spatial Uncertainly Characterization. Geo-sp. Inf.       Sc. J., 12; 7-12. Johnston K, Ver Hoef JM, Krivoruchko K, Lucas N. 2001. Using ArcGIS Geostatistical Analyst. ESRI,       Redlands, CA. Journel AG, Huijbregts CG. 1978. Mining Geostatistics. Academic Press, New York. Kirono DGC, Kent DM, Hennessy KJ, Mpelasoka F. 2011. Characteristics of Australian droughts under       enhanced greenhouse conditions: Results from 14 global climate models. J. Ar. En, 75; 566-575. Kitanidis PK. 1997. Introduction to geostatistics: applications in hydrogeology. Cambridge University       Press, Cambridge. Lark RM. 2000. A comparison of some robust estimators of the variogram for use in soil survey. Eur.       J. S. Sc., 51; 137-157. Livada I, Assimakopoulos VD. 2007. Spatial and temporal analysis of drought in Greece using the       Standardized Precipitation Index (SPI). T. Ap. Clim., 89; 143-153. Loukas A, Vasiliades L. 2004. Probabilistic analysis of drought spatiotemporal characteristics in       Thessaly region, Greece. Nat. Haz. Ear. Sys. Sc., 4; 719-731. Matheron G. 1971. The Theory of Regionalized Variables and Its Applications. Les Cahiers du Centre       de Morphologie Mathematique, Ecole. des Mines., Fountainbleau, France. McCuen RH. 1998. Hydrologic Analysis and Design, 2nd ed. Prentice Hall, Englewood Cliffs, NJ. McKee TB, Doesken NJ, Kleist J. 1993. The relationship of drought frequency and duration to time       scales. In Proceeding of the 8th Conference on   Applied   Climatology. 17-22   January, Anaheim,       California. Morid S, Smakhtin V, Moghaddasi M. 2006. Comparison of seven meteorological indices for drought       monitoring in Iran. Int. J. Clim., 26; 971– 985. Morid S, Smakhtin V, Bagherzadeh K. 2007. Drought forecasting using artificial neural networks and       time series of drought indices. Int. J. Clim., 27; 2103–2111. Mozafari GhA, Khosravi Y, Abbasi E, Tavakoli F. 2011. Assessment of geostatistical methods for       sSpatial analysis of SPI and EDI drought indices. W. Ap. Sc. J, 15; 474-482. Nalder JA, Wein RW. 1998. Spatial Interpolation of Climate normal: Test of a New Method. Can. B.       Forest, Ag. For., 94; 211-225. Naserzadeh MH, Ahmadi E. 2012. Study of meteorological drought index in drought monitoring and       mapping in Qazvin province. Geo. Sc. Ap. Res. J., 27; 141-162 . Nohegar N, Heydarzadeh M, Malekian A. 2013. Assessment of Severity of Droughts Using Geostatistics       Method, (Case Study: Southern Iran). Desert, 18; 79-87. Palmer WC. 1965. Meteorological drought. Research Paper No. 45. U.S. Department of Commerce       Weather Bureau, Washington, DC. Pohlman H. 1993. Goestatistical Modelling of Environmental Data. Catena, 20; 191-198. Price DT, Mckenny DW, Nedler IA, Hutchinson MF, Kesteven JL. 2000. A comparison of two statistical       methods for interpolation, Canadian monthly mean climate data. Ag. For. Met, 101; 81-94. Rajagopalan B, Lall U. 1998. Locally weighted polynomial estimation of spatial precipitation. J. Geo.       Inf. Dec. An., 2; 44–51. 
DESERT2021, 26(1):85-97                                                                                                                      98   
 
Rivoirard J. 1994. Introduction to disjunctive kriging and nonlinear geostatistics. Oxford University       Press, Oxford. Russo F, Napolitano F, Gorgueei E. 2005. Rainfall monitoring system over an urban area: The city of       Rome. Hyd. Pro., 19; 1007-1019.  SadatNoori SM, Ebrahimi K, Liaghat A, Hoorfar A. 2013. Comparison of different geostatistical       methods to estimate groundwater level at different climatic periods. Wat. Env. J., 27; 10–19. Shahabfar AR, Eitzinger J. 2013. Spatio-Temporal Analysis of Droughts in Semi-Arid Regions by Using       Meteorological Drought Indices. Atm., 4; 94-112. Smakhtin VU, Hughes DA. 2007. Automated estimation and analyses of drought characteristics from       monthly rainfall data. Env. Mod. Sof., 22; 880-890. Svoboda M. 2004. Personal communication. National Drought Mitigation Center, USA. Thiessen AH. 1911. Precipitation averages for large areas. Mon. W. Rev., 39; 1082-1084. Tabios GQ, Salas JD. 1985. A Comparative Analysis of Techniques for Spatial Analysis Precipitation.       Wat. Res. Bul., 21; 65-380. Vankuilenber J, Degruijter J, Marsman BA, Bouma J. 1982. Accuracy of Spatial Interpolation between       Point Data on Soil Moisture Supply Capacity Compared with Estimates from Mapping Units.       Geoderma, 27; 311-325. Wamwling A. 2003. Accuracy of geostatistical prediction of yearly precipitation in Lower Saxony. J.       Env., 14; 699-709. Wilhite DA, Glantz MH. 1985. Understanding the drought phenomenon: the role of definitions. Wat.       Int., 10; 111-120. Wu H, Hayes MJ, Welss A, Hu Q. 2001. An evaluation the standardized precipitation index, the china-      z index and the statistical Z score. Int.  J. Cli., 21; 745-758. Zarei R, Sarajian M, Bazgeer S. 2013. Monitoring Meteorological Drought in Iran using remote       sensing and drought indices. Desert, 18; 89-97. Zehtabian Gh, Karimi K, Nakhaee Nezhadfard S, Mirdashtvan M, Khosravi H. 2013. Comparability       analyses of the SPI and RDI meteorological drought indices in the South Khorasan province in Iran.       Int. J. Adv. Biol. Biom. Res., 9; 981-992. Zheng X, Basher R. 1995. Thin-Plate Smoothing Spline Modeling of spatial climate data and its       application to mapping South Pacific Rainfalls. J. Mon. W. Rev., 123; 3086-3102.