Year 2019, Volume 22 , Issue 4, Pages 641 - 649 2019-08-31

Kuru Fasulye (Phaseolus vulgaris L.) Çeşitlerinin Gravimetrik ve Sürtünme Özelliklerinin Kısmi En Küçük Kareler Regresyon Modeli ile Gruplandırılması
Differentiation in Gravimetrical and Frictional Properties of Phaseolus Vulgaris L. by a Partial Least Square Regression Model

Sefa ALTIKAT [1] , Sülhattin YAŞAR [2]


Bu araştırmada 4 farklı kuru fasulye çeşidinin (Karaman, Topçu, Karacaşehir ve Akman) 5 farklı nem içeriğinde (%14.58, %24.32, %33.45, % 42.54 ve %53.48) fiziksel, mekanik ve sürtünme özellikleri araştırılmıştır. Elde edilen sonuçlara göre, tüm fasulye çeşitlerinin eksenel boyutları tohum nemi içeriğinin arttırılmasıyla artmıştır. Buna ilaveten bin dane ağırlığı, yüzey alanı ve tohum nem içeriği arasında pozitif bir ilişki belirlenmiştir. Ayrıca tohum hacim ağırlığı ile tohum nem içeriği arasında negatif bir ilişki olduğu saptanmıştır.  Araştırmada kısmi en küçük kareler regresyon modeli tüm parametreleri bağımsız bir şekilde 3 bağımsız gruba ayırmış ve Karacaşehir ve Göynük çeşitleri diğer çeşitlerden önemli düzeyde farklı bulunmuştur. Modele ait skor grafiğine göre %25, %35 ve %45 nem içeriğine sahip tohumlar aynı grupta yer almıştır. Sonuç olarak hem tohum nem içeriği hem de çeşitler arasındaki farklılıklar tohumların mühendislik parametreleri üzerin önemli düzeyde etkili olmuştur.

This study was conducted to determine gravimetrical and frictional properties of four white kidney beans varieties (Karaman, Topçu, Karacaşehir and Akman), each having five different seed moisture contents (14.58 %, 24.32 %, 33.45 %, 42.54 % and 53.48 %). According to obtained results, the axial dimensions of all bean varieties increased by increasing the seed moisture content. In addition, there was a positive relationship between the thousand grain mass and seed moisture content and between the surface area and moisture content. The seed bulk densities negatively correlated with the seed moisture content. A partial least square regression (PLSR) model included all parameters successfully differentiated the varieties into 3 independent groups: Akman and Topçu were in the same group (group 1), and each of Karacaşehir (group 2) and Göynük (group 3) varieties significantly differed from all varieties. The result of PLSR score plot significantly differentiated the five different water contents of the seeds: the seeds with 25%, 35% and 45% moisture content were in the same group. It was concluded that both the grain water content and the grain variety had significant effects on engineering properties.

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Primary Language en
Subjects Agriculture
Journal Section RESEARCH ARTICLE
Authors

Orcid: 0000-0002-3472-4424
Author: Sefa ALTIKAT (Primary Author)
Institution: IĞDIR FACULTY OF AGRICULTURE
Country: Turkey


Orcid: 0000-0001-9334-1303
Author: Sülhattin YAŞAR
Institution: IĞDIR FACULTY OF AGRICULTURE
Country: Turkey


Dates

Publication Date : August 31, 2019

APA ALTIKAT, S , YAŞAR, S . (2019). Differentiation in Gravimetrical and Frictional Properties of Phaseolus Vulgaris L. by a Partial Least Square Regression Model. Kahramanmaraş Sütçü İmam Üniversitesi Tarım ve Doğa Dergisi , 22 (4) , 641-649 . DOI: 10.18016/ksutarimdoga.vi.515891