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Theoretical and Applied Climatology

, Volume 118, Issue 3, pp 553–567 | Cite as

Projecting date palm distribution in Iran under climate change using topography, physicochemical soil properties, soil taxonomy, land use, and climate data

  • Farzin ShabaniEmail author
  • Lalit Kumar
  • Subhashni Taylor
Original Paper

Abstract

This study set out to model potential date palm distribution under current and future climate scenarios using an emission scenario, in conjunction with two different global climate models (GCMs): CSIRO-Mk3.0 (CS), and MIROC-H (MR), and to refine results based on suitability under four nonclimatic parameters. Areas containing suitable physicochemical soil properties and suitable soil taxonomy, together with land slopes of less than 10° and suitable land uses for date palm (Phoenix dactylifera) were selected as appropriate refining tools to ensure the CLIMEX results were accurate and robust. Results showed that large regions of Iran are projected as likely to become climatically suitable for date palm cultivation based on the projected scenarios for the years 2030, 2050, 2070, and 2100. The study also showed CLIMEX outputs merit refinement by nonclimatic parameters and that the incremental introduction of each additional parameter decreased the disagreement between GCMs. Furthermore, the study indicated that the least amount of disagreement in terms of areas conducive to date palm cultivation resulted from CS and MR GCMs when the locations of suitable physicochemical soil properties and soil taxonomy were used as refinement tools.

Keywords

Date Palm Soil Taxonomy Phoenix Dactylifera Ecoclimatic Index CLIMEX Modeling 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

References

  1. Abbas I, Mouhi M, Al-Roubaie J, Hama N, El-Bahadli A (1991) Phomopsis phoenicola and Fusarium equiseti, new pathogens on date palm in Iraq. Mycol Res 95:509CrossRefGoogle Scholar
  2. Alhammadi MS, Kurup SS (2012) Impact of salinity stress on date palm (Phoenix dactylifera L.)—a review. In: Sharma P, Abrol V (eds) Crop production technologies. InTech, New York, pp 169–173Google Scholar
  3. Al-Senaidy M, Abdurrahman M, Mohammad A (2011) Purification and characterization of membrane-bound peroxidase from date palm leaves (Phoenix dactylifera L.). Saudi J Biol Sci 18:293–298CrossRefGoogle Scholar
  4. Al-Shahib W, Marshall RJ (2003) The fruit of the date palm: its possible use as the best food for the future? Int J Food Sci Nutr 54:247–259CrossRefGoogle Scholar
  5. Araújo MB, Whittaker RJ, Ladle RJ, Erhard M (2005) Reducing uncertainty in projections of extinction risk from climate change. Glob Ecol Biogeogr 14:529–538CrossRefGoogle Scholar
  6. Auda H, Khalaf Z (1979) Studies on sprout inhibition of potatoes and onions and shelf-life extension of dates in Iraq. J Radiat Phys Chem 14:775–781Google Scholar
  7. Auslander M, Nevo E, Inbar M (2003) The effects of slope orientation on plant growth, developmental instability and susceptibility to herbivores. J Arid Environ 55:405–416CrossRefGoogle Scholar
  8. Bacha, M., Abo-Hassan, A., 1983. Effects of soil fertilization on yield, fruit quality and mineral content of Khudari date palm variety, proceeding of the first symposium on the date palm in Saudi Arabia. Al-Hassa Saudi Arabia, King Faisal Univ 174–180Google Scholar
  9. Baer P, Risbey JS (2009) Uncertainty and assessment of the issues posed by urgent climate change. An editorial comment. Clim Chang 92:31–36CrossRefGoogle Scholar
  10. Barry RG (1992) Mountain weather and climate. Routledge, LondonGoogle Scholar
  11. Beaumont LJ, Hughes L, Poulsen M (2005) Predicting species distributions: use of climatic parameters in BIOCLIM and its impact on predictions of species’ current and future distributions. Ecol Model 186:251–270CrossRefGoogle Scholar
  12. Bellingham PJ, Tanner EVJ (2000) The influence of topography on tree growth, mortality, and recruitment in a Tropical Montane Forest. Biotropica 32:378–384CrossRefGoogle Scholar
  13. Bokhary H (2010) Seed-borne fungi of date-palm. Phoenix dactylifera L. from Saudi Arabia. Saudi J Biol Sci 17:327–329CrossRefGoogle Scholar
  14. Botes, A. & Zaid, A. (2002) The economic importance of date production and international trade. In: A. Zaid (eds). Date palm cultivation. Chapter III. FAO Plant Production and Protection Paper 156. Rome: FAOGoogle Scholar
  15. Burt, J. (2005). Growing date palms in Western Australia. Farm note no. 55/99. South Perth, Australia: Government of Western Australia, Department of Agriculture and Food. http://www.agric.wa.gov.au/objtwr/imported_assets/content/hort/fn/cp/strawberries/f05599.pdf. Accessed 8 Dec 2012.
  16. Chao C, Krueger R (2007) The date palm (Phoenix dactylifera L.): overview of biology, uses, and cultivation. J Hortscience 42:1077–1083Google Scholar
  17. Chiew, F., Kirono, D., Kent, D., Vaze, J. (2009) Assessment of rainfall simulations from global climate models and implications for climate change impact on runoff studies, 18th World IMACS Australia pp. 3907–3914Google Scholar
  18. Coutts M, Nielsen C, Nicoll B (1999) The development of symmetry, rigidity and anchorage in the structural root system of conifers. Plant Soil 217:1–15CrossRefGoogle Scholar
  19. Crow P, Britain G (2005) The influence of soils and species on tree root depth. Forestry Commission, EdinburghGoogle Scholar
  20. Dialami H, Mohebi A (2010) Increasing yield and fruit quality of ‘Sayer’ date palm with application of optimum levels of nitrogen, phosphorus and potassium. IV Int Date Palm Conf 882:353–360Google Scholar
  21. Dore MHI (2005) Climate change and changes in global precipitation patterns: what do we know? Environ Int 31:1167–1181CrossRefGoogle Scholar
  22. Dormann CF, Schweiger O, Arens P, Augenstein I, Aviron S, Bailey D, Baudry J, Billeter R, Bugter R, Bukacek R (2008) Prediction uncertainty of environmental change effects on temperate European biodiversity. Ecol lett 11:235–244CrossRefGoogle Scholar
  23. El-Baz E, El-Dengawy E (2003) Effect of calcium and zinc sprays on fruit nature dropping of Hayany date cultivar I: Yield and fruit quality. Zagazig J Agr Res 3(4):1477–1489Google Scholar
  24. Elhoumaizi M, Saaidi M, Oihabi A, Cilas C (2001) Phenotypic diversity of date-palm cultivars (Phoenix dactylifera L.) from Morocco. Genet Resour Crop Evol 49:483–490CrossRefGoogle Scholar
  25. Elshibli, S., Elshibli, E., Korpelainen, H. (2009) Date palm (Phoenix dactylifera L.) plants under water stress: maximisation of photosynthetic co2 supply function and ecotype-specific response. “Biophysical and Socio-economic Frame Conditions for the Sustainable Management of Natural Resources”. Tropentag, Hamburg. http://www.tropentag.de/2009/abstracts/links/Elshibli_FGClTsVL.pdf. Accessed 9 Feb 2013.
  26. Eshraghi P, Zarghami R, Mirabdulbaghi M (2005) Somatic embryogenesis in two Iranian date palm. Afr J Biotechnol 4:1309–1312Google Scholar
  27. Ferry B, Morneau F, Bontemps JD, Blanc L, Freycon V (2010) Higher treefall rates on slopes and waterlogged soils result in lower stand biomass and productivity in a tropical rain forest. J Ecol 98:106–116CrossRefGoogle Scholar
  28. Fordham DA, Akçakaya HR, Araújo M, Brook BW (2012) Modelling range shifts for invasive vertebrates in response to climate change. In: Brodie J, Post E, Doak D (eds) Wildlife conservation in a changing climate. University of Chicago Press, Chicago, p 86Google Scholar
  29. Guisan A, Zimmerman NE (2000) Predictive habitat distribution models in ecology. Ecol Model 135:147–186CrossRefGoogle Scholar
  30. Hanratty MP, Stefan HG (1998) Simulating climate change effects in a Minnesota agricultural watershed. J Environ Qual 27:1524–1532CrossRefGoogle Scholar
  31. Hasan S, Baksh K, Ahmad Z, Maqbool A, Ahmed W (2006) Economics of growing date palm in Punjab, Pakistan. Int J Agric Biol 8:1–5Google Scholar
  32. Heakal MS, Al-Awajy MH (1989) Long-term effects of irrigation and date-palm production on Torripsamments, Saudi Arabia. Geoderma 44:261–273CrossRefGoogle Scholar
  33. IPCC (2007). Summary for policymakers. In: Core Writing Team, Pachauri RK, Reisinger A (eds) In Climate Change 2007: Synthesis Report. IPCC, Geneva, Switzerland, pp 1–22Google Scholar
  34. Iverson LR, Prasad A, Schwartz MW (1999) Modelling potential future individual tree-species distributions in the Eastern United States under climate change scenario: a case study with Pinus virginiana. Ecol Model 115:77–93CrossRefGoogle Scholar
  35. Jain S (2011) Prospects of in vitro conservation of date palm genetic diversity for sustainable production. Emirates J Food Agric 23:110–119Google Scholar
  36. Jain S, Al-Khayri J, Dennis V, Jameel M (2011) Date palm biotechnology, 1st edn. Springer, New York, p 743CrossRefGoogle Scholar
  37. Jenkinson D, Adams D, Wild A (1991) Model estimates of CO2 emissions from soil in response to global warming. Nature 351:304–306CrossRefGoogle Scholar
  38. Jones G, Thornton K (2003) The potential impacts of climate change on maize production in Africa and Latin America in 2055. Glob Environ Chang 13:51–59CrossRefGoogle Scholar
  39. Kassem H (2012) The response of date palm to calcareous soil fertilisation. J Soil Sci Plant Nutr 12:45–58CrossRefGoogle Scholar
  40. Khayyat M, Tafazoli E, Eshghi S, Rajaee S (2007) Effect of nitrogen, boron, potassium and zinc sprays on yield and fruit quality of date palm. Am-Eurasian J Agric Environ Sci 2:289–296Google Scholar
  41. Kirchhefer AJ (2000) The influence of slope aspect on tree-ring growth of Pinus sylvestris L. in northern Norway and its implications for climate reconstruction. Dendrochronologia 18:27–40Google Scholar
  42. Kriticos DJ, Leriche A (2010) The effects of climate data precision on fitting and projecting species niche models. Ecography 33:115–127CrossRefGoogle Scholar
  43. Kriticos DJ, Sutherst RW, Brown JR, Adkins SW, Maywald GF (2003) Climate change and the potential distribution of an invasive alien plant: Acacia nilotica ssp indica in Australia. J Appl Ecol 40:111–124CrossRefGoogle Scholar
  44. Kriticos D, Potter K, Alexander N, Gibb A, Suckling D (2007) Using a pheromone lure survey to establish the native and potential distribution of an invasive Lepidopteran. J Appl Ecol 44:853–863CrossRefGoogle Scholar
  45. Kriticos DJ, Crossman ND, Ota N, Scott JK (2009) Climate change and invasive plants in South Australia, report for the South Australian Department of Water, Land and Biodiversity Conservation. CSIRO Climate Adaptation Flagship, Canberra, 97Google Scholar
  46. Kriticos D, Webber B, Leriche A, Ota N, Macadam I, Bathols J, Scott J (2011) Global high-resolution historical and future scenario climate surfaces for bioclimatic modelling. Methods Ecol Evol 3:53–64CrossRefGoogle Scholar
  47. Liverman D, Terjung W, Hayes J, Mearns L (1986) Climatic change and grain corn yields in the North American Great Plains. Clim Chang 9:327–347CrossRefGoogle Scholar
  48. Luedeling E, Gebauer J, Buerkert A (2009) Climate change effects on winter chill for tree crops with chilling requirements on the Arabian Peninsula. Clim Chang 96:219–237CrossRefGoogle Scholar
  49. Mahmoudi H, Hosseininia G (2008) Enhancing date palm processing, marketing and pest control through organic culture. J Org Syst 3:30–39Google Scholar
  50. Markhand, G. (2000) Fruit characterization of Pakistani dates. http://www.salu.edu.pk/research/dpri/docs/b-003.pdf. Accessed 27 Feb 2013. Date Palm Research Institute
  51. Marqués J, Duran-Vila N, Daròs J-A (2011) The Mn-binding proteins of the photosystem II oxygen-evolving complex are decreased in date palms affected by brittle leaf disease. Plant Physiol Biochem 49:388–394CrossRefGoogle Scholar
  52. McDermott, M. (2009) Climate change-induced drought causing crop failure, livestock problems in Indian Himalayas. http://www.treehugger.com/natural-sciences/climate-change-induced-drought-causing-crop-failure-livestock-problems-in-indian-himalayas.html. Accessed 10 Feb 2013.
  53. McMichael, A., Lendrum, D., Corvalán, C., Ebi, K., Githeko, A. (2003) Climate change and human health. http://www.who.int/globalchange/publications/climchange.pdf. Accessed 2 April 2013. World Health Organization, pp 145–186
  54. Modafar CE, Tantaoui A, Boustani EE (2000) Changes in cell wall–bound phenolic compounds and lignin in roots of date palm cultivars differing in susceptibility to Fusarium oxysporum f. sp. albedinis. J Phytopathol 148:405–411CrossRefGoogle Scholar
  55. NASA (2012) ASTER, Advance Spaceborn Thermal Emission and Reflection Radiometer. California, California Institute of TechnologyGoogle Scholar
  56. Olesen JE, Bindi M (2002) Consequences of climate change for European agricultural productivity, land use and policy. Eur J Agron 16:239–262CrossRefGoogle Scholar
  57. Pattison RR, Mack RN (2008) Potential distribution of the invasive tree Triadica sebifera (Euphorbiaceae) in the United States: evaluating CLIMEX predictions with field trials. Glob Chang Biol 14:813–826CrossRefGoogle Scholar
  58. Pearson RG, Dawson TP, Liu C (2004) Modelling species distributions in Britain: a hierarchical integration of climate and land-cover data. Ecography 27:285–298CrossRefGoogle Scholar
  59. Pyron RA, Burbrink FT, Guiher TJ (2008) Claims of potential expansion throughout the U.S. by invasive python species are contradicted by ecological niche models. PLoS ONE. doi: 10.1371/journal.pone.0002931 Google Scholar
  60. Rahnema , A. (2013). Iranian date palm institution. http://khorma.areo.ir/. Accessed 8 Feb 2013
  61. Ramoliya P, Pandey A (2003) Soil salinity and water status affect growth of Phoenix dactylifera seedlings. New Z J Crop Hortic Sci 31:345–353CrossRefGoogle Scholar
  62. Rasmussen K (1999) Impact of ploughless soil tillage on yield and soil quality: a Scandinavian review. Soil Tillage Res 53:3–14CrossRefGoogle Scholar
  63. Real R, Luz Márquez A, Olivero J, Estrada A (2010) Species distribution models in climate change scenarios are still not useful for informing policy planning: an uncertainty assessment using fuzzy logic. Ecography 33:304–314Google Scholar
  64. Reilly D, Reilly R (2012) Gurra Downs, date palms. http://www.gurradowns.com.au/Ourplantation.php. Accessed 12 May 2013.
  65. Robert A (2003) Simulation of the effect of topography and tree falls on stand dynamics and stand structure of tropical forests. Ecol Model 167:287–303CrossRefGoogle Scholar
  66. Rouhani I, Bassiri A (1977) Effect of ethephon on ripening and physiology of date fruits at different stages of maturity. J Hortic Sci 52Google Scholar
  67. Salah, A., Van Ranst, E., Hisham, E. (2001) Land suitability assessment for date palm cultivation the eastern Nile delta, Egypt using an automated land evaluation system and GIS. In: Proceedings of the Second International Conference on Date Palms, Al-Ain, United Arab EmiratesGoogle Scholar
  68. Shabani F, Kumar L (2013) Risk levels of Invasive Fusarium oxysporum f. sp. in areas suitable for date palm (Phoenix dactylifera) cultivation under various climate change projections. PLos ONE. doi:  10.1371/journal.pone.0083404
  69. Shabani F, Kumar L, Taylor S (2012) Climate change impacts on the future distribution of date palms: a modeling exercise using CLIMEX. PLoS ONE 7:e48021CrossRefGoogle Scholar
  70. Shabani F, Kumar L, Taylor S (2013). Suitable regions for date palm cultivation in Iran are predicted to increase substantially under future climate change scenarios. J Agric Sci 1-15. doi: 10.1017/S0021859613000816
  71. Shani U, Dudley L (2001) Field studies of crop response to water and salt stress. Soil Sci Soc Am J 65:1522–1528CrossRefGoogle Scholar
  72. Shayesteh, N., Marouf, A. (2010) Some biological characteristics of the Batrachedra amydraula Meyrick (Lepidoptera: Batrachedridae) on main varieties of dry and semi-dry date palm of Iran. 10th International Working Conference on Stored Product ProtectionGoogle Scholar
  73. Shayesteh, N., Marouf, A., Amir-Maafi, M. (2010) Some biological characteristics of the Batrachedra amydraula Meyrick (Lepidoptera: Batrachedridae) on main varieties of dry and semi-dry date palm of Iran. Julius-Kühn-Archiv, S. 151Google Scholar
  74. Soberón J (2007) Grinnellian and Eltonian niches and geographic distributions of species. Ecol Lett 10:1115–1123CrossRefGoogle Scholar
  75. Specht R (1972a) Water use by perennial evergreen plant communities in Australia and Papua New Guinea. Aust J Bot 20:273–299CrossRefGoogle Scholar
  76. Specht RL (1972b) Water use by perennial evergreen plant communities in Australia and Papua New Guinea. Aust J Bot 20:273–299CrossRefGoogle Scholar
  77. Stage AR, Salas C (2007) Interactions of elevation, aspect, and slope in models of forest species composition and productivity. For Sci 53:486–492Google Scholar
  78. Strauss, B., Tebaldi, C., Ziemlinski, R. (2012) Sea level rise, storms & global warming’s threat to the US coast. A Climate Central Report (pp. 3-10). Climate central organization, Available at: http://coolgreenschools.com/wp-content/uploads/2012/12/SurgingSeas.pdf
  79. Suppiah, R., Hennessy, K. (2007) Australian climate change projections derived from simulations performed for the IPCC 4th Assessment Report. Australian Meteorological Magazine, pp. 131–152Google Scholar
  80. Sutherst RW, Maywald G (1985) A computerized system for matching climates in ecology. Agric Ecosyst Environ 13:281–299CrossRefGoogle Scholar
  81. Sutherst RW, Maywald GF, Russell BL (2000) Estimating vulnerability under global change: modular modelling of pests. Agric Ecosyst Environ 82:303–319CrossRefGoogle Scholar
  82. Sutherst RW, Maywald G, Kriticos DJ (2007a) CLIMEX version 3: user’s guide. Hearne Scientific Software Pty Ltd, MelbourneGoogle Scholar
  83. Sutherst RW, Maywald GF, Bourne AS (2007b) Including species interactions in risk assessments for global change. Glob Chang Biol 13:1843–1859CrossRefGoogle Scholar
  84. Taylor S, Kumar L, Reid N, Kriticos DJ (2012) Climate change and the potential distribution of an invasive shrub Lantana camara L. PLoS ONE. doi: 10.1371/journal.pone.0035565 Google Scholar
  85. Tengberg M (2011) Beginnings and early history of date palm garden cultivation in the Middle East. J Arid Environ 5:1–9Google Scholar
  86. Tripler E, Ben-Gal A, Shani U (2007) Consequence of salinity and excess boron on growth, evapotranspiration and ion uptake in date palm (Phoenix dactylifera L.). Plant Soil 297:147–155CrossRefGoogle Scholar
  87. USDA (2006) Keys to soil taxonomy. United States Department of Agriculture, Washington D.CGoogle Scholar
  88. Wang J, Wang E, Yang X, Zhang F, Yin H (2012) Increased yield potential of wheat-maize cropping system in the North China Plain by climate change adaptation. Clim Chang 1–16Google Scholar
  89. Yang Y, Watanabe M, Li F, Zhang J, Zhang W, Zhai J (2006) Factors affecting forest growth and possible effects of climate change in the Taihang Mountains, northern China. Forestry 79:135–147CrossRefGoogle Scholar
  90. Zaid, A., De Wet, P. (1999) Chapter I botanical and systematic description of date palm. FAO, Plant production and protection papers, 1–28Google Scholar

Copyright information

© Springer-Verlag Wien 2014

Authors and Affiliations

  1. 1.Ecosystem Management, School of Environmental and Rural ScienceUniversity of New EnglandArmidaleAustralia

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