Research Article
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Comparison of different nonlinear models for degradability in situ dry matter of maize harvested at various maturity stages

Year 2022, , 12 - 21, 08.03.2022

Hatice Hızlı , Numan Kılıçalp

https://doi.org/10.47495/okufbed.979558

Abstract

Polyester torba tekniği kullanılarak yapılan bu çalışmada, mısır silajının rumendeki inkübasyonundan elde edilen veriler kullanılarak silajların rumende parçalanabilirlik kinetiğininin doğrusal olmayan alternatif modeller önermek için yürütüldü. Bu çalışmada, mısırın orta çiçeklenme, süt olum ve sert hamur olum olmak üzere üç farklı olgunluk döneminde hasat edilmesiyle elde edilen silajların verileri kullanılmıştır. Orskov modeli, Monomolecular, Mitsherling, Logistics ve Verhulst modellerinin yer aldığı doğrusal olmayan modellerle karşılaştırıldı. Bu modeller R2adj , MSE, MAE, MAPE ve BIC uyum kriterlerine göre karşılaştırmış ve Logistics ve Verhulst modelleri tüm modellerde en iyi model olarak bulunmuştur. Monomoleküler ve Mitsherling modelleri, Orskov modeli ile benzer sonuçlar vermiştir. Sonuç olarak, hayvan besleme çalışmalarında polyester torba tekniği ile farklı olgunluk aşamalarında elde edilen mısır silajı için Orskov Modeli dışında Monomolecular, Mitsherling, Logistics ve Verhulst nonlineer modellerinin kullanılabileceği gösterilmiştir. Logistics ve Verhulst modellerinin en iyi modelleri olarak seçilmelerinin yanı sıra dönüm noktası zamanını ve değerini hesaplayabilmesi bu iki modele özgü önemli bir avantajdır.

Keywords

Data Analysis Degradability Maize silage The goodness of fit Nonlinear model

Supporting Institution

TAGEM

References

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Farklı Olgunluk Aşamalarında Hasat Edilen Mısırın, in Situ Kuru Madde Parçalanabilirliği İçin Farklı Doğrusal Olmayan Modellerin Karşılaştırılması

Year 2022, , 12 - 21, 08.03.2022

Hatice Hızlı , Numan Kılıçalp

https://doi.org/10.47495/okufbed.979558

Abstract

Polyester torba tekniği kullanılarak yapılan bu çalışmada, mısır silajının rumendeki inkübasyonundan elde edilen veriler kullanılarak silajların rumende parçalanabilirlik kinetiğininin doğrusal olmayan alternatif modeller önermek için yürütüldü. Bu çalışmada, mısırın orta çiçeklenme, süt olum ve sert hamur olum olmak üzere üç farklı olgunluk döneminde hasat edilmesiyle elde edilen silajların verileri kullanılmıştır. Orskov modeli, Monomolecular, Mitsherling, Logistics ve Verhulst modellerinin yer aldığı doğrusal olmayan modellerle karşılaştırıldı. Bu modeller R2adj., MSE, MAE, MAPE ve BIC uyum kriterlerine göre karşılaştırmış ve Logistics ve Verhulst modelleri tüm modellerde en iyi model olarak bulunmuştur. Monomoleküler ve Mitsherling modelleri, Orskov modeli ile benzer sonuçlar vermiştir. Sonuç olarak, hayvan besleme çalışmalarında polyester torba tekniği ile farklı olgunluk aşamalarında elde edilen mısır silajı için Orskov Modeli dışında Monomolecular, Mitsherling, Logistics ve Verhulst nonlineer modellerinin kullanılabileceği gösterilmiştir. Logistics ve Verhulst modellerinin en iyi modelleri olarak seçilmelerinin yanı sıra dönüm noktası zamanını ve değerini hesaplayabilmesi bu iki modele özgü önemli bir avantajdır.

Keywords

Veri Analizi Sindirilebilirlik Mısır silajı Doğrusal olmayan modeller Uyum iyiliği kriterleri

References

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There are 120 citations in total.

Details

Primary Language English
Subjects Agricultural Engineering (Other)
Journal Section RESEARCH ARTICLES
Authors

Hatice Hızlı 0000-0002-5451-1397

Numan Kılıçalp

Publication Date March 8, 2022
Submission Date August 6, 2021
Acceptance Date October 13, 2021
Published in Issue Year 2022

Cite

APA Hızlı, H., & Kılıçalp, N. (2022). Comparison of different nonlinear models for degradability in situ dry matter of maize harvested at various maturity stages. Osmaniye Korkut Ata Üniversitesi Fen Bilimleri Enstitüsü Dergisi, 5(1), 12-21. https://doi.org/10.47495/okufbed.979558
AMA Hızlı H, Kılıçalp N. Comparison of different nonlinear models for degradability in situ dry matter of maize harvested at various maturity stages. Osmaniye Korkut Ata University Journal of The Institute of Science and Techno. March 2022;5(1):12-21. doi:10.47495/okufbed.979558
Chicago Hızlı, Hatice, and Numan Kılıçalp. “Comparison of Different Nonlinear Models for Degradability in Situ Dry Matter of Maize Harvested at Various Maturity Stages”. Osmaniye Korkut Ata Üniversitesi Fen Bilimleri Enstitüsü Dergisi 5, no. 1 (March 2022): 12-21. https://doi.org/10.47495/okufbed.979558.
EndNote Hızlı H, Kılıçalp N (March 1, 2022) Comparison of different nonlinear models for degradability in situ dry matter of maize harvested at various maturity stages. Osmaniye Korkut Ata Üniversitesi Fen Bilimleri Enstitüsü Dergisi 5 1 12–21.
IEEE H. Hızlı and N. Kılıçalp, “Comparison of different nonlinear models for degradability in situ dry matter of maize harvested at various maturity stages”, Osmaniye Korkut Ata University Journal of The Institute of Science and Techno, vol. 5, no. 1, pp. 12–21, 2022, doi: 10.47495/okufbed.979558.
ISNAD Hızlı, Hatice - Kılıçalp, Numan. “Comparison of Different Nonlinear Models for Degradability in Situ Dry Matter of Maize Harvested at Various Maturity Stages”. Osmaniye Korkut Ata Üniversitesi Fen Bilimleri Enstitüsü Dergisi 5/1 (March 2022), 12-21. https://doi.org/10.47495/okufbed.979558.
JAMA Hızlı H, Kılıçalp N. Comparison of different nonlinear models for degradability in situ dry matter of maize harvested at various maturity stages. Osmaniye Korkut Ata University Journal of The Institute of Science and Techno. 2022;5:12–21.
MLA Hızlı, Hatice and Numan Kılıçalp. “Comparison of Different Nonlinear Models for Degradability in Situ Dry Matter of Maize Harvested at Various Maturity Stages”. Osmaniye Korkut Ata Üniversitesi Fen Bilimleri Enstitüsü Dergisi, vol. 5, no. 1, 2022, pp. 12-21, doi:10.47495/okufbed.979558.
Vancouver Hızlı H, Kılıçalp N. Comparison of different nonlinear models for degradability in situ dry matter of maize harvested at various maturity stages. Osmaniye Korkut Ata University Journal of The Institute of Science and Techno. 2022;5(1):12-21.

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