Araştırma Makalesi
BibTex RIS Kaynak Göster

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

Yıl 2022, Cilt: 5 Sayı: 1, 12 - 21, 08.03.2022
https://doi.org/10.47495/okufbed.979558

Öz

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.

Destekleyen Kurum

TAGEM

Kaynakça

  • [1] Ratkowsky DA. Handbook of nonlinear regression models. New York: Marcel Dekker; 1989.
  • [1] Ratkowsky DA. Handbook of nonlinear regression models. New York: Marcel Dekker; 1989.
  • [1] Ratkowsky DA. Handbook of nonlinear regression models. New York: Marcel Dekker; 1989.
  • [1] Ratkowsky DA. Handbook of nonlinear regression models. New York: Marcel Dekker; 1989.
  • [2] Seber GAF., Wild CJ. Nonlinear regression. New York: John Wiley & Sons; 1989.
  • [2] Seber GAF., Wild CJ. Nonlinear regression. New York: John Wiley & Sons; 1989.
  • [2] Seber GAF., Wild CJ. Nonlinear regression. New York: John Wiley & Sons; 1989.
  • [2] Seber GAF., Wild CJ. Nonlinear regression. New York: John Wiley & Sons; 1989.
  • [3] Axelsson J. Die stimulierende wirkung des proteins im tierfutter. Tierernahrung: 11: 162-175; 1939.
  • [3] Axelsson J. Die stimulierende wirkung des proteins im tierfutter. Tierernahrung: 11: 162-175; 1939.
  • [3] Axelsson J. Die stimulierende wirkung des proteins im tierfutter. Tierernahrung: 11: 162-175; 1939.
  • [3] Axelsson J. Die stimulierende wirkung des proteins im tierfutter. Tierernahrung: 11: 162-175; 1939.
  • [4] Ørskov ER., Donald IMc The estimation of protein degradability in the rumen from incubation measurements weighed according to rate of passage. Journal of Agricultural Science (Cambridge), 1979; 92: 499-503.
  • [4] Ørskov ER., Donald IMc The estimation of protein degradability in the rumen from incubation measurements weighed according to rate of passage. Journal of Agricultural Science (Cambridge), 1979; 92: 499-503.
  • [4] Ørskov ER., Donald IMc The estimation of protein degradability in the rumen from incubation measurements weighed according to rate of passage. Journal of Agricultural Science (Cambridge), 1979; 92: 499-503.
  • [4] Ørskov ER., Donald IMc The estimation of protein degradability in the rumen from incubation measurements weighed according to rate of passage. Journal of Agricultural Science (Cambridge), 1979; 92: 499-503.
  • [5] Ørskov ER., Hovell FD, De B. and Mould F. The use of the nylon bag technique for the evaluation of feedstuffs, Tropical Animal Production, 1980; 5:195-213.
  • [5] Ørskov ER., Hovell FD, De B. and Mould F. The use of the nylon bag technique for the evaluation of feedstuffs, Tropical Animal Production, 1980; 5:195-213.
  • [5] Ørskov ER., Hovell FD, De B. and Mould F. The use of the nylon bag technique for the evaluation of feedstuffs, Tropical Animal Production, 1980; 5:195-213.
  • [5] Ørskov ER., Hovell FD, De B. and Mould F. The use of the nylon bag technique for the evaluation of feedstuffs, Tropical Animal Production, 1980; 5:195-213.
  • [6] Lo´pez S., France J., Dhanoa MS., Mould F., and Dijkstra J. Comparison of mathematical models to describe disappearance curves obtained using the polyester bag technique for ıncubating feeds in the rumen, Journal of Animal Science, 1999; 77:1875–1888. https://doi.org/10.2527/1999.7771875x
  • [6] Lo´pez S., France J., Dhanoa MS., Mould F., and Dijkstra J. Comparison of mathematical models to describe disappearance curves obtained using the polyester bag technique for ıncubating feeds in the rumen, Journal of Animal Science, 1999; 77:1875–1888. https://doi.org/10.2527/1999.7771875x
  • [6] Lo´pez S., France J., Dhanoa MS., Mould F., and Dijkstra J. Comparison of mathematical models to describe disappearance curves obtained using the polyester bag technique for ıncubating feeds in the rumen, Journal of Animal Science, 1999; 77:1875–1888. https://doi.org/10.2527/1999.7771875x
  • [6] Lo´pez S., France J., Dhanoa MS., Mould F., and Dijkstra J. Comparison of mathematical models to describe disappearance curves obtained using the polyester bag technique for ıncubating feeds in the rumen, Journal of Animal Science, 1999; 77:1875–1888. https://doi.org/10.2527/1999.7771875x
  • [7] Nocek JE. In situ and other methods to estimate ruminal protein and energy digestibility a review. Journal of Dairy Science, 1988;71:2051-2069.
  • [7] Nocek JE. In situ and other methods to estimate ruminal protein and energy digestibility a review. Journal of Dairy Science, 1988;71:2051-2069.
  • [7] Nocek JE. In situ and other methods to estimate ruminal protein and energy digestibility a review. Journal of Dairy Science, 1988;71:2051-2069.
  • [7] Nocek JE. In situ and other methods to estimate ruminal protein and energy digestibility a review. Journal of Dairy Science, 1988;71:2051-2069.
  • [8] Huntington JA, Givens DI. The in situ technique for studying the rumen degradation of feeds: A review of the procedure 1995. Nutrition Abstracs Reviews. Series B, Livestock Feeds and Feeding (United Kingdom), 1996; 65:63-93.
  • [8] Huntington JA, Givens DI. The in situ technique for studying the rumen degradation of feeds: A review of the procedure 1995. Nutrition Abstracs Reviews. Series B, Livestock Feeds and Feeding (United Kingdom), 1996; 65:63-93.
  • [8] Huntington JA, Givens DI. The in situ technique for studying the rumen degradation of feeds: A review of the procedure 1995. Nutrition Abstracs Reviews. Series B, Livestock Feeds and Feeding (United Kingdom), 1996; 65:63-93.
  • [8] Huntington JA, Givens DI. The in situ technique for studying the rumen degradation of feeds: A review of the procedure 1995. Nutrition Abstracs Reviews. Series B, Livestock Feeds and Feeding (United Kingdom), 1996; 65:63-93.
  • [9] Beuvink JMW., Kogut J. Modeling gas production kinetics of grass silages incubated with buffered ruminal fluid, Journal of Animal Science, 1993; 71:1041-1046. https://doi.org/10.2527/1993.7141041x
  • [9] Beuvink JMW., Kogut J. Modeling gas production kinetics of grass silages incubated with buffered ruminal fluid, Journal of Animal Science, 1993; 71:1041-1046. https://doi.org/10.2527/1993.7141041x
  • [9] Beuvink JMW., Kogut J. Modeling gas production kinetics of grass silages incubated with buffered ruminal fluid, Journal of Animal Science, 1993; 71:1041-1046. https://doi.org/10.2527/1993.7141041x
  • [9] Beuvink JMW., Kogut J. Modeling gas production kinetics of grass silages incubated with buffered ruminal fluid, Journal of Animal Science, 1993; 71:1041-1046. https://doi.org/10.2527/1993.7141041x
  • [10] Chilibroste P., Tamminga S., Williams B. Effect of days of regrowth of ryegrass (Lolium perenne) on fermentation characteristics: comparison of the nylon bag and gas production techniques, BSAP Occasional Publication, 1998; 22: 40-43. DOI:10.1017/S0263967X00032250
  • [10] Chilibroste P., Tamminga S., Williams B. Effect of days of regrowth of ryegrass (Lolium perenne) on fermentation characteristics: comparison of the nylon bag and gas production techniques, BSAP Occasional Publication, 1998; 22: 40-43. DOI:10.1017/S0263967X00032250
  • [10] Chilibroste P., Tamminga S., Williams B. Effect of days of regrowth of ryegrass (Lolium perenne) on fermentation characteristics: comparison of the nylon bag and gas production techniques, BSAP Occasional Publication, 1998; 22: 40-43. DOI:10.1017/S0263967X00032250
  • [10] Chilibroste P., Tamminga S., Williams B. Effect of days of regrowth of ryegrass (Lolium perenne) on fermentation characteristics: comparison of the nylon bag and gas production techniques, BSAP Occasional Publication, 1998; 22: 40-43. DOI:10.1017/S0263967X00032250
  • [11] France J., Lopez S., Dijkstra J., Sanderson R., Dhanoa MS. Models for interpreting in vitro gas production profiles from ruminant foods, BSAP Occasional Publication, 1998; 22:79-80. doi:10.1017/S0263967X0002298
  • [11] France J., Lopez S., Dijkstra J., Sanderson R., Dhanoa MS. Models for interpreting in vitro gas production profiles from ruminant foods, BSAP Occasional Publication, 1998; 22:79-80. doi:10.1017/S0263967X0002298
  • [11] France J., Lopez S., Dijkstra J., Sanderson R., Dhanoa MS. Models for interpreting in vitro gas production profiles from ruminant foods, BSAP Occasional Publication, 1998; 22:79-80. doi:10.1017/S0263967X0002298
  • [11] France J., Lopez S., Dijkstra J., Sanderson R., Dhanoa MS. Models for interpreting in vitro gas production profiles from ruminant foods, BSAP Occasional Publication, 1998; 22:79-80. doi:10.1017/S0263967X0002298
  • [12] Macheboeuf D., Milgen V. Comparison of five models used to describe gas accumulation profiles ın the gas test method with horse caecal fluid as inoculum, British Society of Animal Science, 1998; 22: 185-189.
  • [12] Macheboeuf D., Milgen V. Comparison of five models used to describe gas accumulation profiles ın the gas test method with horse caecal fluid as inoculum, British Society of Animal Science, 1998; 22: 185-189.
  • [12] Macheboeuf D., Milgen V. Comparison of five models used to describe gas accumulation profiles ın the gas test method with horse caecal fluid as inoculum, British Society of Animal Science, 1998; 22: 185-189.
  • [12] Macheboeuf D., Milgen V. Comparison of five models used to describe gas accumulation profiles ın the gas test method with horse caecal fluid as inoculum, British Society of Animal Science, 1998; 22: 185-189.
  • [13] Olaisen V., Mejdell T., Volden H., Nesse N. Simplified in situ method for estimating ruminal dry matter and protein degradability of concentrates. Journal of Animal Science, 2003; 81:520-528.
  • [13] Olaisen V., Mejdell T., Volden H., Nesse N. Simplified in situ method for estimating ruminal dry matter and protein degradability of concentrates. Journal of Animal Science, 2003; 81:520-528.
  • [13] Olaisen V., Mejdell T., Volden H., Nesse N. Simplified in situ method for estimating ruminal dry matter and protein degradability of concentrates. Journal of Animal Science, 2003; 81:520-528.
  • [13] Olaisen V., Mejdell T., Volden H., Nesse N. Simplified in situ method for estimating ruminal dry matter and protein degradability of concentrates. Journal of Animal Science, 2003; 81:520-528.
  • [14] France J., Lopez S., Kebreab E., Bannink A., Dhanoa MS., Dijkstra J. A general compartmental model for interpreting gas production profiles, Animal Feed Science Technolojy, 2005; 123-124(1): 473–485. ISSN 0377-8401, https://doi.org/10.1016/j.anifeedsci.2005.04.038
  • [14] France J., Lopez S., Kebreab E., Bannink A., Dhanoa MS., Dijkstra J. A general compartmental model for interpreting gas production profiles, Animal Feed Science Technolojy, 2005; 123-124(1): 473–485. ISSN 0377-8401, https://doi.org/10.1016/j.anifeedsci.2005.04.038
  • [14] France J., Lopez S., Kebreab E., Bannink A., Dhanoa MS., Dijkstra J. A general compartmental model for interpreting gas production profiles, Animal Feed Science Technolojy, 2005; 123-124(1): 473–485. ISSN 0377-8401, https://doi.org/10.1016/j.anifeedsci.2005.04.038
  • [14] France J., Lopez S., Kebreab E., Bannink A., Dhanoa MS., Dijkstra J. A general compartmental model for interpreting gas production profiles, Animal Feed Science Technolojy, 2005; 123-124(1): 473–485. ISSN 0377-8401, https://doi.org/10.1016/j.anifeedsci.2005.04.038
  • [15] Tedeschi OL., Fox GD., Saintz DR., Barioni GL., Medeiros RS., Boin C. Mathematical models in ruminant nutrition, Scielo Agriculture, 2005; 76-91.
  • [15] Tedeschi OL., Fox GD., Saintz DR., Barioni GL., Medeiros RS., Boin C. Mathematical models in ruminant nutrition, Scielo Agriculture, 2005; 76-91.
  • [15] Tedeschi OL., Fox GD., Saintz DR., Barioni GL., Medeiros RS., Boin C. Mathematical models in ruminant nutrition, Scielo Agriculture, 2005; 76-91.
  • [15] Tedeschi OL., Fox GD., Saintz DR., Barioni GL., Medeiros RS., Boin C. Mathematical models in ruminant nutrition, Scielo Agriculture, 2005; 76-91.
  • [16] Nasri MHF., Mesgaran MD., France J., Cant JP., Kebreab E. Evaluation of models to describe ruminal degradation kinetics from in situ ruminal incubation of whole soybeans, American Dairy Science Assocation, 2006; 89:3087-3095.
  • [16] Nasri MHF., Mesgaran MD., France J., Cant JP., Kebreab E. Evaluation of models to describe ruminal degradation kinetics from in situ ruminal incubation of whole soybeans, American Dairy Science Assocation, 2006; 89:3087-3095.
  • [16] Nasri MHF., Mesgaran MD., France J., Cant JP., Kebreab E. Evaluation of models to describe ruminal degradation kinetics from in situ ruminal incubation of whole soybeans, American Dairy Science Assocation, 2006; 89:3087-3095.
  • [16] Nasri MHF., Mesgaran MD., France J., Cant JP., Kebreab E. Evaluation of models to describe ruminal degradation kinetics from in situ ruminal incubation of whole soybeans, American Dairy Science Assocation, 2006; 89:3087-3095.
  • [17] Hackmann TJ., Sampson JD., Spain JN. Comparing relative feed value with degradation parameters of grass and legume forages, Journal of Animal Science, 2008; 86: 2344–2356.
  • [17] Hackmann TJ., Sampson JD., Spain JN. Comparing relative feed value with degradation parameters of grass and legume forages, Journal of Animal Science, 2008; 86: 2344–2356.
  • [17] Hackmann TJ., Sampson JD., Spain JN. Comparing relative feed value with degradation parameters of grass and legume forages, Journal of Animal Science, 2008; 86: 2344–2356.
  • [17] Hackmann TJ., Sampson JD., Spain JN. Comparing relative feed value with degradation parameters of grass and legume forages, Journal of Animal Science, 2008; 86: 2344–2356.
  • [18] Korkmaz M., Üçkardeş F. An alternative robust model for in situ degradation studies “korkmaz‐üçkardeş”. Iranian Journal of Applied Animal Science, 2014; 4(1): 45-51.
  • [18] Korkmaz M., Üçkardeş F. An alternative robust model for in situ degradation studies “korkmaz‐üçkardeş”. Iranian Journal of Applied Animal Science, 2014; 4(1): 45-51.
  • [18] Korkmaz M., Üçkardeş F. An alternative robust model for in situ degradation studies “korkmaz‐üçkardeş”. Iranian Journal of Applied Animal Science, 2014; 4(1): 45-51.
  • [18] Korkmaz M., Üçkardeş F. An alternative robust model for in situ degradation studies “korkmaz‐üçkardeş”. Iranian Journal of Applied Animal Science, 2014; 4(1): 45-51.
  • [19] Üçkardeş F., Efe E. Investigation on the usability of some mathematical models in vitro gas productıon techniques. Slovak Journal of Animal Science, 2014; 47 (3): 172-179.
  • [19] Üçkardeş F., Efe E. Investigation on the usability of some mathematical models in vitro gas productıon techniques. Slovak Journal of Animal Science, 2014; 47 (3): 172-179.
  • [19] Üçkardeş F., Efe E. Investigation on the usability of some mathematical models in vitro gas productıon techniques. Slovak Journal of Animal Science, 2014; 47 (3): 172-179.
  • [19] Üçkardeş F., Efe E. Investigation on the usability of some mathematical models in vitro gas productıon techniques. Slovak Journal of Animal Science, 2014; 47 (3): 172-179.
  • [20] NRC. Nutrient requirements of small ruminants. Washington: National Academy of Sciences DC.; 2007.
  • [20] NRC. Nutrient requirements of small ruminants. Washington: National Academy of Sciences DC.; 2007.
  • [20] NRC. Nutrient requirements of small ruminants. Washington: National Academy of Sciences DC.; 2007.
  • [20] NRC. Nutrient requirements of small ruminants. Washington: National Academy of Sciences DC.; 2007.
  • [21] Dhanoa MS., France J., Siddons RC., Lo´pez S., and Buchanan-Smith JG. A non-linear compartmental model to describe forage degradation kinetics during incubation in polyester bads in the rumen, British Journal of Nutrition, 2007;73(1):3-15. doi:10.1079/BJN19950004
  • [21] Dhanoa MS., France J., Siddons RC., Lo´pez S., and Buchanan-Smith JG. A non-linear compartmental model to describe forage degradation kinetics during incubation in polyester bads in the rumen, British Journal of Nutrition, 2007;73(1):3-15. doi:10.1079/BJN19950004
  • [21] Dhanoa MS., France J., Siddons RC., Lo´pez S., and Buchanan-Smith JG. A non-linear compartmental model to describe forage degradation kinetics during incubation in polyester bads in the rumen, British Journal of Nutrition, 2007;73(1):3-15. doi:10.1079/BJN19950004
  • [21] Dhanoa MS., France J., Siddons RC., Lo´pez S., and Buchanan-Smith JG. A non-linear compartmental model to describe forage degradation kinetics during incubation in polyester bads in the rumen, British Journal of Nutrition, 2007;73(1):3-15. doi:10.1079/BJN19950004
  • [22] IBM SPSS. Statistics for Windows, 2011;Version 20.0Armonk, NY: IBM Corp.
  • [22] IBM SPSS. Statistics for Windows, 2011;Version 20.0Armonk, NY: IBM Corp.
  • [22] IBM SPSS. Statistics for Windows, 2011;Version 20.0Armonk, NY: IBM Corp.
  • [22] IBM SPSS. Statistics for Windows, 2011;Version 20.0Armonk, NY: IBM Corp.
  • [23] Waller RA., Duncan DB. Corrigenda: A bayes rule for the symmetric multiple comparisons problem, Journal of the American Statistical Assocation,1972; 67: 253-255.
  • [23] Waller RA., Duncan DB. Corrigenda: A bayes rule for the symmetric multiple comparisons problem, Journal of the American Statistical Assocation,1972; 67: 253-255.
  • [23] Waller RA., Duncan DB. Corrigenda: A bayes rule for the symmetric multiple comparisons problem, Journal of the American Statistical Assocation,1972; 67: 253-255.
  • [23] Waller RA., Duncan DB. Corrigenda: A bayes rule for the symmetric multiple comparisons problem, Journal of the American Statistical Assocation,1972; 67: 253-255.
  • [24] Pham HA. A new criterion for model selection. mathematics, 2019; (7):1215. https://doi.org/10.3390/math7121215.
  • [24] Pham HA. A new criterion for model selection. mathematics, 2019; (7):1215. https://doi.org/10.3390/math7121215.
  • [24] Pham HA. A new criterion for model selection. mathematics, 2019; (7):1215. https://doi.org/10.3390/math7121215.
  • [24] Pham HA. A new criterion for model selection. mathematics, 2019; (7):1215. https://doi.org/10.3390/math7121215.
  • [25] Chai T., Draxler RR. Root mean square error (RMSE) or mean absolute error (MAE)? -Arguments against avoiding RMSE in the literature, Geosci. Model Dev., 2014; (7):1247-1250, https://doi.org/10.5194/gmd-7-1247-2014.
  • [25] Chai T., Draxler RR. Root mean square error (RMSE) or mean absolute error (MAE)? -Arguments against avoiding RMSE in the literature, Geosci. Model Dev., 2014; (7):1247-1250, https://doi.org/10.5194/gmd-7-1247-2014.
  • [25] Chai T., Draxler RR. Root mean square error (RMSE) or mean absolute error (MAE)? -Arguments against avoiding RMSE in the literature, Geosci. Model Dev., 2014; (7):1247-1250, https://doi.org/10.5194/gmd-7-1247-2014.
  • [25] Chai T., Draxler RR. Root mean square error (RMSE) or mean absolute error (MAE)? -Arguments against avoiding RMSE in the literature, Geosci. Model Dev., 2014; (7):1247-1250, https://doi.org/10.5194/gmd-7-1247-2014.
  • [26] Kaps M., Lamberson W. Biostatistics for Animal Science, Cambridge: Cabi; 2004.
  • [26] Kaps M., Lamberson W. Biostatistics for Animal Science, Cambridge: Cabi; 2004.
  • [26] Kaps M., Lamberson W. Biostatistics for Animal Science, Cambridge: Cabi; 2004.
  • [26] Kaps M., Lamberson W. Biostatistics for Animal Science, Cambridge: Cabi; 2004.
  • [27] Piłatowska M. Information and prediction criteria in selecting the forecasting model. dynamic econometric models, Nicolaus Copernicus University-Toruń, 2011; 11: 21-40
  • [27] Piłatowska M. Information and prediction criteria in selecting the forecasting model. dynamic econometric models, Nicolaus Copernicus University-Toruń, 2011; 11: 21-40
  • [27] Piłatowska M. Information and prediction criteria in selecting the forecasting model. dynamic econometric models, Nicolaus Copernicus University-Toruń, 2011; 11: 21-40
  • [27] Piłatowska M. Information and prediction criteria in selecting the forecasting model. dynamic econometric models, Nicolaus Copernicus University-Toruń, 2011; 11: 21-40
  • [28] Wang M., Tang SX., Tan SX. Modeling in vitro gas production kinetics: derivation of logistic-exponential (LE) equations and comparision of models, Animal Feed Science Tecnology,2011;165(3-4):137-150. https://doi.org/10.1016/j.anifeedsci.2010.09.016.
  • [28] Wang M., Tang SX., Tan SX. Modeling in vitro gas production kinetics: derivation of logistic-exponential (LE) equations and comparision of models, Animal Feed Science Tecnology,2011;165(3-4):137-150. https://doi.org/10.1016/j.anifeedsci.2010.09.016.
  • [28] Wang M., Tang SX., Tan SX. Modeling in vitro gas production kinetics: derivation of logistic-exponential (LE) equations and comparision of models, Animal Feed Science Tecnology,2011;165(3-4):137-150. https://doi.org/10.1016/j.anifeedsci.2010.09.016.
  • [28] Wang M., Tang SX., Tan SX. Modeling in vitro gas production kinetics: derivation of logistic-exponential (LE) equations and comparision of models, Animal Feed Science Tecnology,2011;165(3-4):137-150. https://doi.org/10.1016/j.anifeedsci.2010.09.016.
  • [29] Calabro S., Lopez S., Piccolo V., Dijkstrae J., Dhanoa MS., France J. Comparative analysis of gas production profiles obtained with buffalo and sheep ruminal fluid as the source of inoculum, Animal Feed Science Tecnology, 2005 ;(124):51-65. DOI: 10.1016/j.anifeedsci.2005.04.039
  • [29] Calabro S., Lopez S., Piccolo V., Dijkstrae J., Dhanoa MS., France J. Comparative analysis of gas production profiles obtained with buffalo and sheep ruminal fluid as the source of inoculum, Animal Feed Science Tecnology, 2005 ;(124):51-65. DOI: 10.1016/j.anifeedsci.2005.04.039
  • [29] Calabro S., Lopez S., Piccolo V., Dijkstrae J., Dhanoa MS., France J. Comparative analysis of gas production profiles obtained with buffalo and sheep ruminal fluid as the source of inoculum, Animal Feed Science Tecnology, 2005 ;(124):51-65. DOI: 10.1016/j.anifeedsci.2005.04.039
  • [29] Calabro S., Lopez S., Piccolo V., Dijkstrae J., Dhanoa MS., France J. Comparative analysis of gas production profiles obtained with buffalo and sheep ruminal fluid as the source of inoculum, Animal Feed Science Tecnology, 2005 ;(124):51-65. DOI: 10.1016/j.anifeedsci.2005.04.039
  • [30] Gürsoy E., Macit M. Effect of harvesting time on chemical composition and quality of forage, Euroasia Journal of Mathematics, Engineering, 2020; (7), (9):168-177.
  • [30] Gürsoy E., Macit M. Effect of harvesting time on chemical composition and quality of forage, Euroasia Journal of Mathematics, Engineering, 2020; (7), (9):168-177.
  • [30] Gürsoy E., Macit M. Effect of harvesting time on chemical composition and quality of forage, Euroasia Journal of Mathematics, Engineering, 2020; (7), (9):168-177.
  • [30] Gürsoy E., Macit M. Effect of harvesting time on chemical composition and quality of forage, Euroasia Journal of Mathematics, Engineering, 2020; (7), (9):168-177.

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

Yıl 2022, Cilt: 5 Sayı: 1, 12 - 21, 08.03.2022
https://doi.org/10.47495/okufbed.979558

Öz

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.

Kaynakça

  • [1] Ratkowsky DA. Handbook of nonlinear regression models. New York: Marcel Dekker; 1989.
  • [1] Ratkowsky DA. Handbook of nonlinear regression models. New York: Marcel Dekker; 1989.
  • [1] Ratkowsky DA. Handbook of nonlinear regression models. New York: Marcel Dekker; 1989.
  • [1] Ratkowsky DA. Handbook of nonlinear regression models. New York: Marcel Dekker; 1989.
  • [2] Seber GAF., Wild CJ. Nonlinear regression. New York: John Wiley & Sons; 1989.
  • [2] Seber GAF., Wild CJ. Nonlinear regression. New York: John Wiley & Sons; 1989.
  • [2] Seber GAF., Wild CJ. Nonlinear regression. New York: John Wiley & Sons; 1989.
  • [2] Seber GAF., Wild CJ. Nonlinear regression. New York: John Wiley & Sons; 1989.
  • [3] Axelsson J. Die stimulierende wirkung des proteins im tierfutter. Tierernahrung: 11: 162-175; 1939.
  • [3] Axelsson J. Die stimulierende wirkung des proteins im tierfutter. Tierernahrung: 11: 162-175; 1939.
  • [3] Axelsson J. Die stimulierende wirkung des proteins im tierfutter. Tierernahrung: 11: 162-175; 1939.
  • [3] Axelsson J. Die stimulierende wirkung des proteins im tierfutter. Tierernahrung: 11: 162-175; 1939.
  • [4] Ørskov ER., Donald IMc The estimation of protein degradability in the rumen from incubation measurements weighed according to rate of passage. Journal of Agricultural Science (Cambridge), 1979; 92: 499-503.
  • [4] Ørskov ER., Donald IMc The estimation of protein degradability in the rumen from incubation measurements weighed according to rate of passage. Journal of Agricultural Science (Cambridge), 1979; 92: 499-503.
  • [4] Ørskov ER., Donald IMc The estimation of protein degradability in the rumen from incubation measurements weighed according to rate of passage. Journal of Agricultural Science (Cambridge), 1979; 92: 499-503.
  • [4] Ørskov ER., Donald IMc The estimation of protein degradability in the rumen from incubation measurements weighed according to rate of passage. Journal of Agricultural Science (Cambridge), 1979; 92: 499-503.
  • [5] Ørskov ER., Hovell FD, De B. and Mould F. The use of the nylon bag technique for the evaluation of feedstuffs, Tropical Animal Production, 1980; 5:195-213.
  • [5] Ørskov ER., Hovell FD, De B. and Mould F. The use of the nylon bag technique for the evaluation of feedstuffs, Tropical Animal Production, 1980; 5:195-213.
  • [5] Ørskov ER., Hovell FD, De B. and Mould F. The use of the nylon bag technique for the evaluation of feedstuffs, Tropical Animal Production, 1980; 5:195-213.
  • [5] Ørskov ER., Hovell FD, De B. and Mould F. The use of the nylon bag technique for the evaluation of feedstuffs, Tropical Animal Production, 1980; 5:195-213.
  • [6] Lo´pez S., France J., Dhanoa MS., Mould F., and Dijkstra J. Comparison of mathematical models to describe disappearance curves obtained using the polyester bag technique for ıncubating feeds in the rumen, Journal of Animal Science, 1999; 77:1875–1888. https://doi.org/10.2527/1999.7771875x
  • [6] Lo´pez S., France J., Dhanoa MS., Mould F., and Dijkstra J. Comparison of mathematical models to describe disappearance curves obtained using the polyester bag technique for ıncubating feeds in the rumen, Journal of Animal Science, 1999; 77:1875–1888. https://doi.org/10.2527/1999.7771875x
  • [6] Lo´pez S., France J., Dhanoa MS., Mould F., and Dijkstra J. Comparison of mathematical models to describe disappearance curves obtained using the polyester bag technique for ıncubating feeds in the rumen, Journal of Animal Science, 1999; 77:1875–1888. https://doi.org/10.2527/1999.7771875x
  • [6] Lo´pez S., France J., Dhanoa MS., Mould F., and Dijkstra J. Comparison of mathematical models to describe disappearance curves obtained using the polyester bag technique for ıncubating feeds in the rumen, Journal of Animal Science, 1999; 77:1875–1888. https://doi.org/10.2527/1999.7771875x
  • [7] Nocek JE. In situ and other methods to estimate ruminal protein and energy digestibility a review. Journal of Dairy Science, 1988;71:2051-2069.
  • [7] Nocek JE. In situ and other methods to estimate ruminal protein and energy digestibility a review. Journal of Dairy Science, 1988;71:2051-2069.
  • [7] Nocek JE. In situ and other methods to estimate ruminal protein and energy digestibility a review. Journal of Dairy Science, 1988;71:2051-2069.
  • [7] Nocek JE. In situ and other methods to estimate ruminal protein and energy digestibility a review. Journal of Dairy Science, 1988;71:2051-2069.
  • [8] Huntington JA, Givens DI. The in situ technique for studying the rumen degradation of feeds: A review of the procedure 1995. Nutrition Abstracs Reviews. Series B, Livestock Feeds and Feeding (United Kingdom), 1996; 65:63-93.
  • [8] Huntington JA, Givens DI. The in situ technique for studying the rumen degradation of feeds: A review of the procedure 1995. Nutrition Abstracs Reviews. Series B, Livestock Feeds and Feeding (United Kingdom), 1996; 65:63-93.
  • [8] Huntington JA, Givens DI. The in situ technique for studying the rumen degradation of feeds: A review of the procedure 1995. Nutrition Abstracs Reviews. Series B, Livestock Feeds and Feeding (United Kingdom), 1996; 65:63-93.
  • [8] Huntington JA, Givens DI. The in situ technique for studying the rumen degradation of feeds: A review of the procedure 1995. Nutrition Abstracs Reviews. Series B, Livestock Feeds and Feeding (United Kingdom), 1996; 65:63-93.
  • [9] Beuvink JMW., Kogut J. Modeling gas production kinetics of grass silages incubated with buffered ruminal fluid, Journal of Animal Science, 1993; 71:1041-1046. https://doi.org/10.2527/1993.7141041x
  • [9] Beuvink JMW., Kogut J. Modeling gas production kinetics of grass silages incubated with buffered ruminal fluid, Journal of Animal Science, 1993; 71:1041-1046. https://doi.org/10.2527/1993.7141041x
  • [9] Beuvink JMW., Kogut J. Modeling gas production kinetics of grass silages incubated with buffered ruminal fluid, Journal of Animal Science, 1993; 71:1041-1046. https://doi.org/10.2527/1993.7141041x
  • [9] Beuvink JMW., Kogut J. Modeling gas production kinetics of grass silages incubated with buffered ruminal fluid, Journal of Animal Science, 1993; 71:1041-1046. https://doi.org/10.2527/1993.7141041x
  • [10] Chilibroste P., Tamminga S., Williams B. Effect of days of regrowth of ryegrass (Lolium perenne) on fermentation characteristics: comparison of the nylon bag and gas production techniques, BSAP Occasional Publication, 1998; 22: 40-43. DOI:10.1017/S0263967X00032250
  • [10] Chilibroste P., Tamminga S., Williams B. Effect of days of regrowth of ryegrass (Lolium perenne) on fermentation characteristics: comparison of the nylon bag and gas production techniques, BSAP Occasional Publication, 1998; 22: 40-43. DOI:10.1017/S0263967X00032250
  • [10] Chilibroste P., Tamminga S., Williams B. Effect of days of regrowth of ryegrass (Lolium perenne) on fermentation characteristics: comparison of the nylon bag and gas production techniques, BSAP Occasional Publication, 1998; 22: 40-43. DOI:10.1017/S0263967X00032250
  • [10] Chilibroste P., Tamminga S., Williams B. Effect of days of regrowth of ryegrass (Lolium perenne) on fermentation characteristics: comparison of the nylon bag and gas production techniques, BSAP Occasional Publication, 1998; 22: 40-43. DOI:10.1017/S0263967X00032250
  • [11] France J., Lopez S., Dijkstra J., Sanderson R., Dhanoa MS. Models for interpreting in vitro gas production profiles from ruminant foods, BSAP Occasional Publication, 1998; 22:79-80. doi:10.1017/S0263967X0002298
  • [11] France J., Lopez S., Dijkstra J., Sanderson R., Dhanoa MS. Models for interpreting in vitro gas production profiles from ruminant foods, BSAP Occasional Publication, 1998; 22:79-80. doi:10.1017/S0263967X0002298
  • [11] France J., Lopez S., Dijkstra J., Sanderson R., Dhanoa MS. Models for interpreting in vitro gas production profiles from ruminant foods, BSAP Occasional Publication, 1998; 22:79-80. doi:10.1017/S0263967X0002298
  • [11] France J., Lopez S., Dijkstra J., Sanderson R., Dhanoa MS. Models for interpreting in vitro gas production profiles from ruminant foods, BSAP Occasional Publication, 1998; 22:79-80. doi:10.1017/S0263967X0002298
  • [12] Macheboeuf D., Milgen V. Comparison of five models used to describe gas accumulation profiles ın the gas test method with horse caecal fluid as inoculum, British Society of Animal Science, 1998; 22: 185-189.
  • [12] Macheboeuf D., Milgen V. Comparison of five models used to describe gas accumulation profiles ın the gas test method with horse caecal fluid as inoculum, British Society of Animal Science, 1998; 22: 185-189.
  • [12] Macheboeuf D., Milgen V. Comparison of five models used to describe gas accumulation profiles ın the gas test method with horse caecal fluid as inoculum, British Society of Animal Science, 1998; 22: 185-189.
  • [12] Macheboeuf D., Milgen V. Comparison of five models used to describe gas accumulation profiles ın the gas test method with horse caecal fluid as inoculum, British Society of Animal Science, 1998; 22: 185-189.
  • [13] Olaisen V., Mejdell T., Volden H., Nesse N. Simplified in situ method for estimating ruminal dry matter and protein degradability of concentrates. Journal of Animal Science, 2003; 81:520-528.
  • [13] Olaisen V., Mejdell T., Volden H., Nesse N. Simplified in situ method for estimating ruminal dry matter and protein degradability of concentrates. Journal of Animal Science, 2003; 81:520-528.
  • [13] Olaisen V., Mejdell T., Volden H., Nesse N. Simplified in situ method for estimating ruminal dry matter and protein degradability of concentrates. Journal of Animal Science, 2003; 81:520-528.
  • [13] Olaisen V., Mejdell T., Volden H., Nesse N. Simplified in situ method for estimating ruminal dry matter and protein degradability of concentrates. Journal of Animal Science, 2003; 81:520-528.
  • [14] France J., Lopez S., Kebreab E., Bannink A., Dhanoa MS., Dijkstra J. A general compartmental model for interpreting gas production profiles, Animal Feed Science Technolojy, 2005; 123-124(1): 473–485. ISSN 0377-8401, https://doi.org/10.1016/j.anifeedsci.2005.04.038
  • [14] France J., Lopez S., Kebreab E., Bannink A., Dhanoa MS., Dijkstra J. A general compartmental model for interpreting gas production profiles, Animal Feed Science Technolojy, 2005; 123-124(1): 473–485. ISSN 0377-8401, https://doi.org/10.1016/j.anifeedsci.2005.04.038
  • [14] France J., Lopez S., Kebreab E., Bannink A., Dhanoa MS., Dijkstra J. A general compartmental model for interpreting gas production profiles, Animal Feed Science Technolojy, 2005; 123-124(1): 473–485. ISSN 0377-8401, https://doi.org/10.1016/j.anifeedsci.2005.04.038
  • [14] France J., Lopez S., Kebreab E., Bannink A., Dhanoa MS., Dijkstra J. A general compartmental model for interpreting gas production profiles, Animal Feed Science Technolojy, 2005; 123-124(1): 473–485. ISSN 0377-8401, https://doi.org/10.1016/j.anifeedsci.2005.04.038
  • [15] Tedeschi OL., Fox GD., Saintz DR., Barioni GL., Medeiros RS., Boin C. Mathematical models in ruminant nutrition, Scielo Agriculture, 2005; 76-91.
  • [15] Tedeschi OL., Fox GD., Saintz DR., Barioni GL., Medeiros RS., Boin C. Mathematical models in ruminant nutrition, Scielo Agriculture, 2005; 76-91.
  • [15] Tedeschi OL., Fox GD., Saintz DR., Barioni GL., Medeiros RS., Boin C. Mathematical models in ruminant nutrition, Scielo Agriculture, 2005; 76-91.
  • [15] Tedeschi OL., Fox GD., Saintz DR., Barioni GL., Medeiros RS., Boin C. Mathematical models in ruminant nutrition, Scielo Agriculture, 2005; 76-91.
  • [16] Nasri MHF., Mesgaran MD., France J., Cant JP., Kebreab E. Evaluation of models to describe ruminal degradation kinetics from in situ ruminal incubation of whole soybeans, American Dairy Science Assocation, 2006; 89:3087-3095.
  • [16] Nasri MHF., Mesgaran MD., France J., Cant JP., Kebreab E. Evaluation of models to describe ruminal degradation kinetics from in situ ruminal incubation of whole soybeans, American Dairy Science Assocation, 2006; 89:3087-3095.
  • [16] Nasri MHF., Mesgaran MD., France J., Cant JP., Kebreab E. Evaluation of models to describe ruminal degradation kinetics from in situ ruminal incubation of whole soybeans, American Dairy Science Assocation, 2006; 89:3087-3095.
  • [16] Nasri MHF., Mesgaran MD., France J., Cant JP., Kebreab E. Evaluation of models to describe ruminal degradation kinetics from in situ ruminal incubation of whole soybeans, American Dairy Science Assocation, 2006; 89:3087-3095.
  • [17] Hackmann TJ., Sampson JD., Spain JN. Comparing relative feed value with degradation parameters of grass and legume forages, Journal of Animal Science, 2008; 86: 2344–2356.
  • [17] Hackmann TJ., Sampson JD., Spain JN. Comparing relative feed value with degradation parameters of grass and legume forages, Journal of Animal Science, 2008; 86: 2344–2356.
  • [17] Hackmann TJ., Sampson JD., Spain JN. Comparing relative feed value with degradation parameters of grass and legume forages, Journal of Animal Science, 2008; 86: 2344–2356.
  • [17] Hackmann TJ., Sampson JD., Spain JN. Comparing relative feed value with degradation parameters of grass and legume forages, Journal of Animal Science, 2008; 86: 2344–2356.
  • [18] Korkmaz M., Üçkardeş F. An alternative robust model for in situ degradation studies “korkmaz‐üçkardeş”. Iranian Journal of Applied Animal Science, 2014; 4(1): 45-51.
  • [18] Korkmaz M., Üçkardeş F. An alternative robust model for in situ degradation studies “korkmaz‐üçkardeş”. Iranian Journal of Applied Animal Science, 2014; 4(1): 45-51.
  • [18] Korkmaz M., Üçkardeş F. An alternative robust model for in situ degradation studies “korkmaz‐üçkardeş”. Iranian Journal of Applied Animal Science, 2014; 4(1): 45-51.
  • [18] Korkmaz M., Üçkardeş F. An alternative robust model for in situ degradation studies “korkmaz‐üçkardeş”. Iranian Journal of Applied Animal Science, 2014; 4(1): 45-51.
  • [19] Üçkardeş F., Efe E. Investigation on the usability of some mathematical models in vitro gas productıon techniques. Slovak Journal of Animal Science, 2014; 47 (3): 172-179.
  • [19] Üçkardeş F., Efe E. Investigation on the usability of some mathematical models in vitro gas productıon techniques. Slovak Journal of Animal Science, 2014; 47 (3): 172-179.
  • [19] Üçkardeş F., Efe E. Investigation on the usability of some mathematical models in vitro gas productıon techniques. Slovak Journal of Animal Science, 2014; 47 (3): 172-179.
  • [19] Üçkardeş F., Efe E. Investigation on the usability of some mathematical models in vitro gas productıon techniques. Slovak Journal of Animal Science, 2014; 47 (3): 172-179.
  • [20] NRC. Nutrient requirements of small ruminants. Washington: National Academy of Sciences DC.; 2007.
  • [20] NRC. Nutrient requirements of small ruminants. Washington: National Academy of Sciences DC.; 2007.
  • [20] NRC. Nutrient requirements of small ruminants. Washington: National Academy of Sciences DC.; 2007.
  • [20] NRC. Nutrient requirements of small ruminants. Washington: National Academy of Sciences DC.; 2007.
  • [21] Dhanoa MS., France J., Siddons RC., Lo´pez S., and Buchanan-Smith JG. A non-linear compartmental model to describe forage degradation kinetics during incubation in polyester bads in the rumen, British Journal of Nutrition, 2007;73(1):3-15. doi:10.1079/BJN19950004
  • [21] Dhanoa MS., France J., Siddons RC., Lo´pez S., and Buchanan-Smith JG. A non-linear compartmental model to describe forage degradation kinetics during incubation in polyester bads in the rumen, British Journal of Nutrition, 2007;73(1):3-15. doi:10.1079/BJN19950004
  • [21] Dhanoa MS., France J., Siddons RC., Lo´pez S., and Buchanan-Smith JG. A non-linear compartmental model to describe forage degradation kinetics during incubation in polyester bads in the rumen, British Journal of Nutrition, 2007;73(1):3-15. doi:10.1079/BJN19950004
  • [21] Dhanoa MS., France J., Siddons RC., Lo´pez S., and Buchanan-Smith JG. A non-linear compartmental model to describe forage degradation kinetics during incubation in polyester bads in the rumen, British Journal of Nutrition, 2007;73(1):3-15. doi:10.1079/BJN19950004
  • [22] IBM SPSS. Statistics for Windows, 2011;Version 20.0Armonk, NY: IBM Corp.
  • [22] IBM SPSS. Statistics for Windows, 2011;Version 20.0Armonk, NY: IBM Corp.
  • [22] IBM SPSS. Statistics for Windows, 2011;Version 20.0Armonk, NY: IBM Corp.
  • [22] IBM SPSS. Statistics for Windows, 2011;Version 20.0Armonk, NY: IBM Corp.
  • [23] Waller RA., Duncan DB. Corrigenda: A bayes rule for the symmetric multiple comparisons problem, Journal of the American Statistical Assocation,1972; 67: 253-255.
  • [23] Waller RA., Duncan DB. Corrigenda: A bayes rule for the symmetric multiple comparisons problem, Journal of the American Statistical Assocation,1972; 67: 253-255.
  • [23] Waller RA., Duncan DB. Corrigenda: A bayes rule for the symmetric multiple comparisons problem, Journal of the American Statistical Assocation,1972; 67: 253-255.
  • [23] Waller RA., Duncan DB. Corrigenda: A bayes rule for the symmetric multiple comparisons problem, Journal of the American Statistical Assocation,1972; 67: 253-255.
  • [24] Pham HA. A new criterion for model selection. mathematics, 2019; (7):1215. https://doi.org/10.3390/math7121215.
  • [24] Pham HA. A new criterion for model selection. mathematics, 2019; (7):1215. https://doi.org/10.3390/math7121215.
  • [24] Pham HA. A new criterion for model selection. mathematics, 2019; (7):1215. https://doi.org/10.3390/math7121215.
  • [24] Pham HA. A new criterion for model selection. mathematics, 2019; (7):1215. https://doi.org/10.3390/math7121215.
  • [25] Chai T., Draxler RR. Root mean square error (RMSE) or mean absolute error (MAE)? -Arguments against avoiding RMSE in the literature, Geosci. Model Dev., 2014; (7):1247-1250, https://doi.org/10.5194/gmd-7-1247-2014.
  • [25] Chai T., Draxler RR. Root mean square error (RMSE) or mean absolute error (MAE)? -Arguments against avoiding RMSE in the literature, Geosci. Model Dev., 2014; (7):1247-1250, https://doi.org/10.5194/gmd-7-1247-2014.
  • [25] Chai T., Draxler RR. Root mean square error (RMSE) or mean absolute error (MAE)? -Arguments against avoiding RMSE in the literature, Geosci. Model Dev., 2014; (7):1247-1250, https://doi.org/10.5194/gmd-7-1247-2014.
  • [25] Chai T., Draxler RR. Root mean square error (RMSE) or mean absolute error (MAE)? -Arguments against avoiding RMSE in the literature, Geosci. Model Dev., 2014; (7):1247-1250, https://doi.org/10.5194/gmd-7-1247-2014.
  • [26] Kaps M., Lamberson W. Biostatistics for Animal Science, Cambridge: Cabi; 2004.
  • [26] Kaps M., Lamberson W. Biostatistics for Animal Science, Cambridge: Cabi; 2004.
  • [26] Kaps M., Lamberson W. Biostatistics for Animal Science, Cambridge: Cabi; 2004.
  • [26] Kaps M., Lamberson W. Biostatistics for Animal Science, Cambridge: Cabi; 2004.
  • [27] Piłatowska M. Information and prediction criteria in selecting the forecasting model. dynamic econometric models, Nicolaus Copernicus University-Toruń, 2011; 11: 21-40
  • [27] Piłatowska M. Information and prediction criteria in selecting the forecasting model. dynamic econometric models, Nicolaus Copernicus University-Toruń, 2011; 11: 21-40
  • [27] Piłatowska M. Information and prediction criteria in selecting the forecasting model. dynamic econometric models, Nicolaus Copernicus University-Toruń, 2011; 11: 21-40
  • [27] Piłatowska M. Information and prediction criteria in selecting the forecasting model. dynamic econometric models, Nicolaus Copernicus University-Toruń, 2011; 11: 21-40
  • [28] Wang M., Tang SX., Tan SX. Modeling in vitro gas production kinetics: derivation of logistic-exponential (LE) equations and comparision of models, Animal Feed Science Tecnology,2011;165(3-4):137-150. https://doi.org/10.1016/j.anifeedsci.2010.09.016.
  • [28] Wang M., Tang SX., Tan SX. Modeling in vitro gas production kinetics: derivation of logistic-exponential (LE) equations and comparision of models, Animal Feed Science Tecnology,2011;165(3-4):137-150. https://doi.org/10.1016/j.anifeedsci.2010.09.016.
  • [28] Wang M., Tang SX., Tan SX. Modeling in vitro gas production kinetics: derivation of logistic-exponential (LE) equations and comparision of models, Animal Feed Science Tecnology,2011;165(3-4):137-150. https://doi.org/10.1016/j.anifeedsci.2010.09.016.
  • [28] Wang M., Tang SX., Tan SX. Modeling in vitro gas production kinetics: derivation of logistic-exponential (LE) equations and comparision of models, Animal Feed Science Tecnology,2011;165(3-4):137-150. https://doi.org/10.1016/j.anifeedsci.2010.09.016.
  • [29] Calabro S., Lopez S., Piccolo V., Dijkstrae J., Dhanoa MS., France J. Comparative analysis of gas production profiles obtained with buffalo and sheep ruminal fluid as the source of inoculum, Animal Feed Science Tecnology, 2005 ;(124):51-65. DOI: 10.1016/j.anifeedsci.2005.04.039
  • [29] Calabro S., Lopez S., Piccolo V., Dijkstrae J., Dhanoa MS., France J. Comparative analysis of gas production profiles obtained with buffalo and sheep ruminal fluid as the source of inoculum, Animal Feed Science Tecnology, 2005 ;(124):51-65. DOI: 10.1016/j.anifeedsci.2005.04.039
  • [29] Calabro S., Lopez S., Piccolo V., Dijkstrae J., Dhanoa MS., France J. Comparative analysis of gas production profiles obtained with buffalo and sheep ruminal fluid as the source of inoculum, Animal Feed Science Tecnology, 2005 ;(124):51-65. DOI: 10.1016/j.anifeedsci.2005.04.039
  • [29] Calabro S., Lopez S., Piccolo V., Dijkstrae J., Dhanoa MS., France J. Comparative analysis of gas production profiles obtained with buffalo and sheep ruminal fluid as the source of inoculum, Animal Feed Science Tecnology, 2005 ;(124):51-65. DOI: 10.1016/j.anifeedsci.2005.04.039
  • [30] Gürsoy E., Macit M. Effect of harvesting time on chemical composition and quality of forage, Euroasia Journal of Mathematics, Engineering, 2020; (7), (9):168-177.
  • [30] Gürsoy E., Macit M. Effect of harvesting time on chemical composition and quality of forage, Euroasia Journal of Mathematics, Engineering, 2020; (7), (9):168-177.
  • [30] Gürsoy E., Macit M. Effect of harvesting time on chemical composition and quality of forage, Euroasia Journal of Mathematics, Engineering, 2020; (7), (9):168-177.
  • [30] Gürsoy E., Macit M. Effect of harvesting time on chemical composition and quality of forage, Euroasia Journal of Mathematics, Engineering, 2020; (7), (9):168-177.
Toplam 120 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Ziraat Mühendisliği (Diğer)
Bölüm Araştırma Makaleleri (RESEARCH ARTICLES)
Yazarlar

Hatice Hızlı 0000-0002-5451-1397

Numan Kılıçalp

Yayımlanma Tarihi 8 Mart 2022
Gönderilme Tarihi 6 Ağustos 2021
Kabul Tarihi 13 Ekim 2021
Yayımlandığı Sayı Yıl 2022 Cilt: 5 Sayı: 1

Kaynak Göster

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. OKÜ Fen Bil. Ens. Dergisi ((OKU Journal of Nat. & App. Sci). Mart 2022;5(1):12-21. doi:10.47495/okufbed.979558
Chicago Hızlı, Hatice, ve 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, sy. 1 (Mart 2022): 12-21. https://doi.org/10.47495/okufbed.979558.
EndNote Hızlı H, Kılıçalp N (01 Mart 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 ve N. Kılıçalp, “Comparison of different nonlinear models for degradability in situ dry matter of maize harvested at various maturity stages”, OKÜ Fen Bil. Ens. Dergisi ((OKU Journal of Nat. & App. Sci), c. 5, sy. 1, ss. 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 (Mart 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. OKÜ Fen Bil. Ens. Dergisi ((OKU Journal of Nat. & App. Sci). 2022;5:12–21.
MLA Hızlı, Hatice ve 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, c. 5, sy. 1, 2022, ss. 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. OKÜ Fen Bil. Ens. Dergisi ((OKU Journal of Nat. & App. Sci). 2022;5(1):12-21.

23487




196541947019414  

1943319434 19435194361960219721 19784  2123822610 23877

* Uluslararası Hakemli Dergi (International Peer Reviewed Journal)

* Yazar/yazarlardan hiçbir şekilde MAKALE BASIM ÜCRETİ vb. şeyler istenmemektedir (Free submission and publication).

* Yılda Ocak, Mart, Haziran, Eylül ve Aralık'ta olmak üzere 5 sayı yayınlanmaktadır (Published 5 times a year)

* Dergide, Türkçe ve İngilizce makaleler basılmaktadır.

*Dergi açık erişimli bir dergidir.

Creative Commons License

Bu web sitesi Creative Commons Atıf 4.0 Uluslararası Lisansı ile lisanslanmıştır.