Studying genetic diversity of pistachio cultivars in Kerman province based on morphological traits using Fourier series and Cluster analysis

Studying genetic diversity of pistachio cultivars in Kerman province based on morphological traits using Fourier series and Cluster analysis

Dr. Amin Baghizadeh

Contact

Reza Haghi

Contact

Department of Biotechnology, International Center for Science, High Technology & Environmental Sciences, Kerman, Iran.

Studying genetic diversity of pistachio cultivars in Kerman province based on morphological traits using Fourier series and Cluster analysis

Article Fingerprint

ReserarchID

3O64O

AI TAKEAWAY

Connecting with the Eternal Ground

Abstract

Presentation of results obtained from tests in a diagram is one of the best ways to illustrate laboratory results. Pistachio is one of the most important nuts in the world which has high nutritional and economical values. Iran is the largest pistachio producer in the world and is one of the richest regions regarding pistachio germplasm. Studying genetic diversity is important to protect germplasm storages and also as a prerequisite for breeding. Fourier series can be defined as a function in terms of sin and cosine series. The function can be plotted as a curve in coordinate system. In order to cluster plant genotypes, measured characters of each genotype are replaced with sin and cosine factors of Fourier series so that a function can be determined for it. Plotting all functions in coordinate system and from obtained curves, the genotypes can be clustered. In present study, genetic varieties of some pistachio cultivars in Kerman province have been investigated based on morphological characters. Results obtained from Andrews’ plotted curves were similar with those using Fourier series and cluster analysis. Both classified genotypes in 5 groups. It is concluded that using Fourier series and cluster analysis complement each other and it is recommended that in order to choose cultivars, results of both approaches are applied.

References

22 Cites in Article

Reference Format

M Ahmadiafzadi,B Tabatabaei,S Mohammadi,A Tajabadipur (2007). Comparison of genetic diversity in species and cultivars of pistachio (Pistaciasp L.) based on Amplified Fragment Length Polymorphism (AFLP) markers.
Aalami Nayeb,M (1996). Using isozyme for genetic diversity analysis of Iranian pistachio.
Anonymous (2001). Statistical yearbook of statistic center of Iran.
George Arfken (1985). INTRODUCTION.
A Baghizadeh,S Noroozi,M Jalalijavaran (2010). Study on genetic diversity of some Iranian Pistachio (Pistaciavera L.) cultivars using random amplified polymorphic DNA (RAPD), inter sequence repeat (ISSR) and simple sequence repeat (SSR) markers: A comparative study.
B Baninasab,M Mobli (2008). Morphological attributes of root systems and seedling growth in three species of Pistacia.
E Barone,Di Marco,L Marra,F Sidari,M (1996). Isozymes and canonical discrinant analysis to identify pistachio (Pistaciavera L.) germplasm.
T Caruso,C Iannini,E Barone,F Marra,F Sottile,C Greco,M Sabina,G Martelli,F Monastra,I Batlle,F Vargas,M Romero,B Ak,G Zakynthinos,D Rouskas,S Padulosi,M Laghezali (1998). GENETIC AND PHENOTYPIC DIVERSITY IN PISTACHIO (P. VERA L.) GERMPLASM COLLECTED IN MEDITERRANEAN COUNTRIES.
F (2005). Production Year Book.
Iilaria Chirichilli,Alessandro Ricci,Luca Weltert,Mario Torre,Francesco Irace,Raffaele Scaffa,Giulio Folino,Andrea Salica,Salvatore D’aleo,Lorenzo Wolf,Samuel Fusca,Alessandro Bellisario,Giulia Marra,Marco Andreis,Camilla Ciani,Sara Forcina,Ruggero De Paulis (2023). Aortic Annuloplasty: Focus on the Use of an External Teflon Ring.
A Golan-Goldhirsh,O Barazani,Wang Khadka,D,Saunders Kostikosky,V,Rowland L J (2004). Genetic relationships among Mediterranean pistacia species evaluated by RAPD and AFLP markers.
M Hajirezayi,A Baghizadeh,G Javadi,M Sadeghizadeh (2009). Genetic diversity assessment of a few numbers of pistachio cultivars in Kerman province based on RAPD markers.
J Hormaza,K Plnney,V Polito (1998). Genetic diversity of Pistachio (Pistacia vera, Anacardiaceae) Germplasm based on Randomly Amplified Polymorphic DNA (RAPD) markers.
S Kafkas,R Perl-Treves (2001). Morphological and molecular phylogeny of Pistacia species in Turkey.
S Kafkas,Perl-Treves R (2002). Inerspecific relationships in pistacia based on RAPD fingerprinting.
S Mirzaei,M Bahar,B Sharifnabi (2005). A PHYLOGENETIC STUDY OF IRANIAN WILD PISTACHIO SPECIES AND SOME CULTIVARS USING RAPD MARKERS.
Noorozi,A Baghizadeh,M Jalalijavaran (2009). The genetic diversity of Iranian pistachio (PistaciaveraL.) cultivars revealed by ISSR markers.
E Parfitt Dan,Badenes Maria,L (1997). Phylogeny of the genus pistacia as determined from analysis of the chloroplast genome.
A Sheibani (1987). Characteristics of Iranian pistachio varieties In Iranian.
Hamid Zare Guildehi,Hossien Alikhani,Hassan Etesami,Mohadesseh Shirinzadeh,Zahra Karami,Mehran Gholami (1997). Investigating the Role of Periphyton in Nitrification in Paddy Fields.
A Tagizad,J Ahmadi,R Haddad,M Zarrabi (2010). A comparative analysis of ISSR and RAPD markers for studying genetic diversity in Iranian pistachio cultivars.
M Zohary (1952). Monographical study of the genus Pistacia.

Download References

Funding

No external funding was declared for this work.

Conflict of Interest

The authors declare no conflict of interest.

Ethical Approval

No ethics committee approval was required for this article type.

Data Availability

Not applicable for this article.

How to Cite This Article

Dr. Amin Baghizadeh. 2012. \u201cStudying genetic diversity of pistachio cultivars in Kerman province based on morphological traits using Fourier series and Cluster analysis\u201d. Global Journal of Science Frontier Research - G: Bio-Tech & Genetics GJSFR-G Volume 12 (GJSFR Volume 12 Issue G4).

More Citation Formats

Select Citation Style:

Download Citation

GJSFR Volume 12 Issue G4

Explore Journals Explore Volume Read This Issue

Journal Specifications

Crossref Journal DOI 10.17406/GJSFR

Print ISSN 0975-5896

e-ISSN 2249-4626

Keywords

Andros’s curves Fourier series Genetic diversity Pistachio

Submission ReceivedFebruary 28, 2012
Peer Review Double Blind
Handling Editor
Accepted March 22, 2012
Published April 2, 2012

Version of record

v1.2

Issue date

August 25, 2012

Language

Experiance in AR

Explore published articles in an immersive Augmented Reality environment. Our platform converts research papers into interactive 3D books, allowing readers to view and interact with content using AR and VR compatible devices.

View in VR

Read in 3D

Your published article is automatically converted into a realistic 3D book. Flip through pages and read research papers in a more engaging and interactive format.

View in 3D

Article Matrices

Total Score: 87

Country: Iran

Subject: Global Journal of Science Frontier Research - G: Bio-Tech & Genetics

Authors: Dr. Amin Baghizadeh, Reza Haghi (PhD/Dr. count: 1)

View Count (all-time): 158

Total Views (Real + Logic): 5373

Total Downloads (simulated): 2656

Publish Date: 2012 08, Sat

Monthly Totals (Real + Logic):

Month 1: 48 views
Month 2: 51 views
Month 3: 59 views
Month 4: 47 views
Month 5: 53 views
Month 6: 25 views
Month 7: 50 views
Month 8: 25 views
Month 9: 45 views
Month 10: 35 views
Month 11: 26 views
Month 12: 27 views
Month 13: 16 views
Month 14: 39 views
Month 15: 17 views
Month 16: 24 views
Month 17: 37 views
Month 18: 47 views
Month 19: 25 views
Month 20: 25 views
Month 21: 34 views
Month 22: 40 views
Month 23: 24 views
Month 24: 21 views
Month 25: 23 views
Month 26: 21 views
Month 27: 43 views
Month 28: 39 views
Month 29: 41 views
Month 30: 34 views
Month 31: 33 views
Month 32: 32 views
Month 33: 28 views
Month 34: 33 views
Month 35: 34 views
Month 36: 34 views
Month 37: 18 views
Month 38: 39 views
Month 39: 30 views
Month 40: 24 views
Month 41: 15 views
Month 42: 18 views
Month 43: 20 views
Month 44: 44 views
Month 45: 24 views
Month 46: 40 views
Month 47: 36 views
Month 48: 31 views
Month 49: 34 views
Month 50: 49 views
Month 51: 36 views
Month 52: 32 views
Month 53: 33 views
Month 54: 16 views
Month 55: 32 views
Month 56: 34 views
Month 57: 49 views
Month 58: 27 views
Month 59: 20 views
Month 60: 47 views
Month 61: 24 views
Month 62: 38 views
Month 63: 18 views
Month 64: 28 views
Month 65: 31 views
Month 66: 31 views
Month 67: 24 views
Month 68: 36 views
Month 69: 37 views
Month 70: 20 views
Month 71: 25 views
Month 72: 47 views
Month 73: 48 views
Month 74: 30 views
Month 75: 21 views
Month 76: 39 views
Month 77: 36 views
Month 78: 49 views
Month 79: 28 views
Month 80: 41 views
Month 81: 35 views
Month 82: 31 views
Month 83: 29 views
Month 84: 30 views
Month 85: 26 views
Month 86: 44 views
Month 87: 35 views
Month 88: 21 views
Month 89: 25 views
Month 90: 18 views
Month 91: 37 views
Month 92: 22 views
Month 93: 33 views
Month 94: 18 views
Month 95: 48 views
Month 96: 30 views
Month 97: 24 views
Month 98: 30 views
Month 99: 18 views
Month 100: 28 views
Month 101: 41 views
Month 102: 33 views
Month 103: 34 views
Month 104: 43 views
Month 105: 33 views
Month 106: 21 views
Month 107: 30 views
Month 108: 26 views
Month 109: 29 views
Month 110: 40 views
Month 111: 32 views
Month 112: 28 views
Month 113: 22 views
Month 114: 11 views
Month 115: 45 views
Month 116: 30 views
Month 117: 14 views
Month 118: 34 views
Month 119: 40 views
Month 120: 38 views
Month 121: 21 views
Month 122: 33 views
Month 123: 27 views
Month 124: 42 views
Month 125: 27 views
Month 126: 31 views
Month 127: 46 views
Month 128: 30 views
Month 129: 33 views
Month 130: 34 views
Month 131: 34 views
Month 132: 24 views
Month 133: 14 views
Month 134: 44 views
Month 135: 15 views
Month 136: 39 views
Month 137: 16 views
Month 138: 28 views
Month 139: 39 views
Month 140: 31 views
Month 141: 41 views
Month 142: 23 views
Month 143: 37 views
Month 144: 38 views
Month 145: 33 views
Month 146: 17 views
Month 147: 22 views
Month 148: 27 views
Month 149: 43 views
Month 150: 18 views
Month 151: 27 views
Month 152: 18 views
Month 153: 24 views
Month 154: 43 views
Month 155: 33 views
Month 156: 23 views
Month 157: 22 views
Month 158: 41 views
Month 159: 33 views
Month 160: 41 views
Month 161: 22 views
Month 162: 25 views
Month 163: 53 views
Month 164: 61 views
Month 165: 38 views
Month 166: 17 views

Total Views: 5373

Total Downloads: 2656

2026 Trends

Our website is actively being updated, and changes may occur frequently. Please clear your browser cache if needed. For feedback or error reporting, please email [email protected]