Abstract
The relationship between plant species and climatic factors has always been a fundamental issue in plant ecology, and the use of multivariate statistical methods can be effective in revealing the relationship between climatic factors and plant species distribution. Therefore, in this study, climatic factors affecting the distribution of Artemisia sieberi and Artemisia aucheri, widely distributed in Iran, were investigated. For this purpose, 117 climatic factors were used, and to reduce the number of factors and determine the most important effective ones, a factor analysis was used by principal component analysis. The results showed that six factors including heating temperature, spring and summer precipitation, wind, autumn–winter precipitation, and dusty and cloudiness days explained 37.32%, 22.54%, 7.18%, 6.6%, 4.22%, and 4.15% of data variation, respectively. Together these seven factors account for 82% of data variation. The autumn–winter precipitation and heating temperature had the greatest impact on the presence of Artemisia sieberi and Artemisia aucheri, respectively, so that the autumn–winter precipitation was negative in areas where Ar.sieberi is observed. The heating temperature factor is negative in areas where Ar.aucheri is present, while it is positive in areas lacking Ar.aucheri. The study of the effect of environmental factors on Artemisia species distribution is very important in the planning and management of natural resources, and Artemisia is one of the most important plants in the country’s rangelands; therefore, the results of this research can be used for practical planning, management, and reclamation of these rangelands.
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The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.
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The authors do not have any code availability, but the article code is TAAC-D-21-00074R1.
References
Akbarpouryasaghi H (1995) Akbarpouryasaghi H 1995 Study of ecological characteristics of Artemisia aucheri in Gogan and Dasht region, Master’s thesis. University of Agricultural Sciences and Natural Resources, Gorgan
Alizadeh A, Kamali QA, Moosavi F, MoosaviBayegi M (2012) Climate and Climatology. Ferdowsi University of Mashhad Press, Mashhad
Azarnivand H, JoneydiJafari H, Zarechahooko MA, Jafari M, Nikoo S (2009) Study of the effect of livestock grazing on carbon sequestration and nitrogen storage in rangelands with Artemisia sieberi in Semnan province. Rangeland Sci Res J 4:590–610
Azarnivand H, Jafari M, Moghaddam MR, Jalili A, Zare Chahouki MA (2003) The effects of soil characteristics and elevation on distribution of two Artemisia species (Case study: Vard avard, Garmsar and Semnan rangelands). Iran J Nat Resour 56(1–2):93–100
Bailey RG (1991) Ecological climate classification, USDA Forest service, Inventory & Monitoring Institute, p 222
Chamberlain DF, Matthews VAو (1970) Astragalus L. In: Davis PH (ed) Flora of turkey, vol 3. Edinburgh university press, Edinburgh, pp 32–42
Davis C (1986) Statistics and data analysis in geology. Wiley, New York
Faraji A (2005) Climate and climatology. Nahaja Air University Press, Tehran, p 314
Fatemi SS, Shahriari A, Fakhireh A, Khodagholi M (2012) Bioclimatic evaluation of Zygophyllumatriplicoides Fisch CA Mey in Isfahan province. J Range Manag 3:271–258
Hanson CL, Wight JR, Smith JP, Smoliak S (1982) Use of historical yield data to forecast range herbage production. J Range Manag 35(5):614–616
Hosseini SZ, Kappas M, ZareChahouki MA, Gerold G, Erasmi S, RafieiEmam A (2013) Modelling potential habitats for Artemisia sieberi and Artemisia aucheri in Poshtkouh area, central Iran using the maximum entropy modeland geostatistics. Eco Inform 18:61–68
Hossel JE, Riding AE, Dawson TP, Harrison PA (2003) The creation and characterization of a bioclimatic classification for Britain and Ireland. Conservation 11(8):5–13. https://doi.org/10.1078/1617-1381-00033
Jafari M, Moghadam MR, Jalili A, Zarechahouki M. A, (2003) The effect of soil characteristics and evolution on distribution of two Artemisia spices (case study: Vardavard, Garmsar and Semnan). Iran J Nat Resour 1(56):93–100
Jalili A (2015) Ecology, evolution and biography of Artemisia L. T. Forests and Rangeland Research Institute Publications, Publication No. 458, p 493
Khatibi R, Soltani S, Khodagholi M (2019) Bioclimatic classification of South East of Iran using multivariate statistical methods. Appl Ecol Environ Sci 7(5):190–205
Khatibi R, Solatni S, Khodagholi M (2016) Bioclimatic classification of central Iran using multivariate statistical methods. Appl Ecol Environ Res 14(4):191–231
Khodagholi M, Mokhtari A, Montazeri M (2015) Evaluation of climatic adaptation of oak seedlings Chaharmahal and Bakhtiari Province. Iran J For 4:446–433
Khodagholi M, Shirani K, Yazdani M, Keyvandarian A (2007) Vegetative climate zoning of Karun watershed using multivariate statistical methods and geographic information systems. J Agric Sci 30(4):139–152
Lashani M, Parvaneh B, Beyranvand F (2011) Climatic zoning of Lorestan province using statistical methods to determine the optimum experimental method. J Phys Geogr 1:106–186
Mozaffarian V (1989) Study and recognition of Iranian Artemisia, Master's Thesis, Faculty of Science, Faculty of Science, Tehran University, p 210
Pakzad Z, Raeini M, Khodagholi M (2013) Effect of climatic factors on the development of habitats of Astragalusadscendens in Isfahan province. Iran J Res Grassl Desert 2(1):212–199
Pineda-Martinez LF, Carbajal N, Medina-Roldan E (2007) Regionalization and classification of bioclimatic zones in the central–northeastern region of Mexico using principal component analysis (PCA). Atmosfera 20(2):133–145
Rashtian A, Karimian AA (2014) The effect of exclosure on some vegetation characteristics and distribution pattern of Artemisia sieberi Besser in the central steppe regions of Iran (Case study: Nodoshan rangelands of Yazd province). Iran J Range Desert Res 4:747–755
Raziei T, Arasteh PD and Saghafian B (2005) Annual rainfall trend in arid and semi-arid regions of Iran. In: ICID21st European Regional Conference, Frankfurt (Oder) and Slubice, German, pp 20–28, May 2005
Research Institute of Forests and Rangelands (2017) Final report of ecological zones identification country. Research Institute of Forests and Rangelands, Tehran, p 218
Saboohi R, Barani H (2016) Investigation of climatic characteristics of Astragalusgossypinus Fischer (Tragacanth species) in Isfahan province. Appl Ecol 16:13–26
Saboohi R, Khodagholi M (2013) Bioclimatic evaluation of species Bromustomentellus in Isfahan province. J Appl Ecol 4:71–57
Salighe M, Barimani F, Asmylnzhad M (2008) Climatic zoning of Sistan-Baluchistan province. J Geogr Dev 12:116–101
Shirani F, Mazidi A, Khodagholi M (2009) Climatic zoning of Yazd province with multivariate statistical methods. Q J Geogr Reg Dev 13:139–157
Yunus F (2011) Delineation of climate divisions for Peninsular Malaysia, geospatial world forum, dimensions and directions of geospatial industry. Hyderabad, India, p 16, January 2011
Zare Chahuki MA (2001) The study of relationships between some plant species with some soil properties in pastures of Poshtkuh Yazd, Master's thesis, Department of Natural Resource, Tehran University, p 183
Zhou D, Khan S, Abbas A, Rana T, Zhang H, Chen Y (2009) Climatic regionalization mapping of the Murrumbidgee Irrigation Area, Australia. Prog Nat Sci 19:1773–1779
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Contributions
• Morteza Khodagholi
1. Perform factor analysis
2. Field studies about Ar. au and Ar. si
3. Writing an article
• Razieh Saboohi
1. Creating a database
2. Field studies about Ar. au and Ar. si
3. Statistical analysis
4. Writing an article
• Ehsan Zandi Esfahani
1. Article translation
2. Field studies about Ar.au and Ar.si
3. Writing an article
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All authors contributed to the study's conception and design. Material preparation, data collection, and analysis were performed by Morteza Khodagholi, Razieh Saboohi, and Ehsan Zandi Esfahani. The first draft of the manuscript was written by Morteza Khodagholi and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.
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The article entitled “A comparison of vegetative climate of Artemisia sieberi Besser and Artemisia aucheri Boiss in Iran” has not been published in another journal and all authors are aware of the submission of the article and agree to submit the article to the Theoretical and applied climatology.
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Khodagholi, M., Saboohi, R. & Esfahani, E.Z. A comparison of vegetative climate of Artemisia sieberi Besser and Artemisia aucheri Boiss in Iran. Theor Appl Climatol 146, 921–939 (2021). https://doi.org/10.1007/s00704-021-03750-6
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DOI: https://doi.org/10.1007/s00704-021-03750-6