EVALUATION OF NON-LINEAR REGRESSION MODELS TO PREDICT STEM ELONGATION RATE OF WHEAT (TAJAN CULTIVAR) IN RESPONSE TO TEMPERATURE AND PHOTOPERIOD

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AHMADI M.; KAMKAR B.; SOLTANI A.; ZEINALI E.

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Journal: Crop Production Year:2010 | Volume:2 | Issue:4 Page(s): 39-54

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Title

EVALUATION OF NON-LINEAR REGRESSION MODELS TO PREDICT STEM ELONGATION RATE OF WHEAT (TAJAN CULTIVAR) IN RESPONSE TO TEMPERATURE AND PHOTOPERIOD

Author(s)

AHMADI M. | KAMKAR B. | SOLTANI A. | ZEINALI E. | Issue Writer Certificate

Keywords

WHEATQ3

STEM ELONGATIONQ2

TEMPERATUREQ2

PHOTOPERIODQ2

BIOLOGICAL DAYQ2

Abstract

The first step to quantify crop phenology is precise estimation of the parameters, which affect it. These parameters are mainly TEMPERATURE and PHOTOPERIOD. This study was conducted with eight sowing dates to quantify response of STEM ELONGATION rate (SER) to TEMPERATURE and PHOTOPERIOD in WHEAT (Tajan Cultivar). The regression models fitted to SER against TEMPERATURE were flat, logistic, quadratic, cubic, dent-like, segmented and curve models. Meanwhile, quadratic, negative exponential and segmented models fitted to SER against PHOTOPERIOD (these models were used as 21 combined models to describe SER as a function of photothermal day). Root mean square of errors (RMSE), coefficients of determination and regression coefficients of predicted values versus observed ones were used to find the most appropriate model. The results showed that segmentedsegmented function was the best model to describe SER as a function of both TEMPERATURE and PHOTOPERIOD. Using this function, the base and optimum TEMPERATUREs, critical PHOTOPERIOD and PHOTOPERIOD sensitivity coefficient were estimated as 4.14oC, 28oC, 14 h and 0.17, respectively. Study the effects of TEMPERATURE and PHOTOPERIOD on STEM ELONGATION phase indicated that Tajan cultivar has a quantitative or facultative long-day (LDP) response to PHOTOPERIOD. BIOLOGICAL DAYs required to pass from emergence to STEM ELONGATION and emergence to physiological maturity were estimated as 7.66 and 50.31, respectively.

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APA: Copy

AHMADI, M., KAMKAR, B., SOLTANI, A., & ZEINALI, E.. (2010). EVALUATION OF NON-LINEAR REGRESSION MODELS TO PREDICT STEM ELONGATION RATE OF WHEAT (TAJAN CULTIVAR) IN RESPONSE TO TEMPERATURE AND PHOTOPERIOD. ELECTRONIC JOURNAL OF CROP PRODUCTION, 2(4), 39-54. SID. https://sid.ir/paper/135263/en

Vancouver: Copy

AHMADI M., KAMKAR B., SOLTANI A., ZEINALI E.. EVALUATION OF NON-LINEAR REGRESSION MODELS TO PREDICT STEM ELONGATION RATE OF WHEAT (TAJAN CULTIVAR) IN RESPONSE TO TEMPERATURE AND PHOTOPERIOD. ELECTRONIC JOURNAL OF CROP PRODUCTION[Internet]. 2010;2(4):39-54. Available from: https://sid.ir/paper/135263/en

IEEE: Copy

M. AHMADI, B. KAMKAR, A. SOLTANI, and E. ZEINALI, “EVALUATION OF NON-LINEAR REGRESSION MODELS TO PREDICT STEM ELONGATION RATE OF WHEAT (TAJAN CULTIVAR) IN RESPONSE TO TEMPERATURE AND PHOTOPERIOD,” ELECTRONIC JOURNAL OF CROP PRODUCTION, vol. 2, no. 4, pp. 39–54, 2010, [Online]. Available: https://sid.ir/paper/135263/en

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