DETERMINING THE POTENTIAL HABITAT OFASTRAGALUS VERUS OLIVIER USING THE GEOSTATISTICAL AND LOGISTIC REGRESSION METHODS

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SAFAEI M.; TARKESH M.; BASIRI M.; BASHARI H.

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

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Journal: Journal of Arid Biome Year:2013 | Volume:3 | Issue:1 Page(s): 42-54

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Information Journal Paper

Title

DETERMINING THE POTENTIAL HABITAT OFASTRAGALUS VERUS OLIVIER USING THE GEOSTATISTICAL AND LOGISTIC REGRESSION METHODS

Author(s)

SAFAEI M. | TARKESH M. | BASIRI M. | BASHARI H. | Issue Writer Certificate

Keywords

HABITAT MODELINGQ2

LOGISTIC REGRESSIONQ1

GEOSTATISTICALQ1

RESTOREQ2

ASTRAGALUS VERUSQ2

Abstract

Restoring high value medicinal and industrial plant species requires identifying habitat potentials of the target species. This study aimed to generate ASTRAGALUS VERUS potential distribution map in Fereydunshahr rangeland, Isfahan Province. First, soil maps were obtained from 70 soil profiles and climatic maps were produced from 10 climatic stations data. GEOSTATISTICAL methods were used to convert the obtained data to digital maps with 90 by 90 meter resolutions. Finally potential distribution map of the species in the study area, was produced using presence-absence data of 100 sites and performing LOGISTIC REGRESSION method. According to results, annual mean precipitation, clay, mean temperature of warmest season and slope were the most important environmental factors influencing the distribution of the species. According to model output, 21 and 27 percent of the whole study area had excellent and fair habitat condition for the species, respectively. The produced species distribution model had good accuracy as calculated Kappa coefficient and ROC area under curve plots were 0.75 and 0.5, respectively. This modeling approach enables to allocate appropriate areas to protect and RESTORE valuable native plant species such as ASTRAGALUS VERUS.

Cites

MODELING OF POTENTIAL HABITAT FOR STIPA BARBATA AND AGROPYRON INTERMEDIUM SPECIES USING ARTIFICIAL NEURAL NETWORK MODEL IN RANGELAND OF CENTRAL TALEGHAN

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APA: Copy

SAFAEI, M., TARKESH, M., BASIRI, M., & BASHARI, H.. (2013). DETERMINING THE POTENTIAL HABITAT OFASTRAGALUS VERUS OLIVIER USING THE GEOSTATISTICAL AND LOGISTIC REGRESSION METHODS. ARID BIOM SCIENTIFIC AND RESEARCH JOURNAL, 3(1 ), 42-54. SID. https://sid.ir/paper/199758/en

Vancouver: Copy

SAFAEI M., TARKESH M., BASIRI M., BASHARI H.. DETERMINING THE POTENTIAL HABITAT OFASTRAGALUS VERUS OLIVIER USING THE GEOSTATISTICAL AND LOGISTIC REGRESSION METHODS. ARID BIOM SCIENTIFIC AND RESEARCH JOURNAL[Internet]. 2013;3(1 ):42-54. Available from: https://sid.ir/paper/199758/en

IEEE: Copy

M. SAFAEI, M. TARKESH, M. BASIRI, and H. BASHARI, “DETERMINING THE POTENTIAL HABITAT OFASTRAGALUS VERUS OLIVIER USING THE GEOSTATISTICAL AND LOGISTIC REGRESSION METHODS,” ARID BIOM SCIENTIFIC AND RESEARCH JOURNAL, vol. 3, no. 1 , pp. 42–54, 2013, [Online]. Available: https://sid.ir/paper/199758/en

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