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Calibration and Validation of Reproductive Stages of Wheat Varieties with CERES-Model under Sowing Environments in Irrigated Conditions of Jammu, India


Affiliations
1 Krishi Vigyan Kendra, SKUAST-J, Tandwal, Rajouri, J&K 185 131, India
2 Division of Agronomy, Sher-e-Kashmir University of Agricultural Sciences and Technology of Jammu, Chatha, J & K 180 009, India
3 School of Climate Change and agricultural Meteorology, PAU, Ludhiana 141 004, Punjab, India
4 Agromet Research Centre, Sher-e-Kashmir University of Agricultural Sciences and Technology of Jammu, Chatha, J & K 180 009, India
5 AICRP on Mustard, Division of PBG, Sher-e-Kashmir University of Agricultural Sciences and Technology of Jammu, Chatha, J & K 180 009, India
6 Division of Soil Science and Agricultural Chemistry, Sher-e-Kashmir University of Agricultural Sciences and Technology of Jammu, Chatha, J & K 180 009, India
7 Division of Agroforestry, Sher-e-Kashmir University of Agricultural Sciences and Technology of Jammu, Chatha, J & K 180 009, India
8 Division of Biochemistry, Sher-e-Kashmir University of Agricultural Sciences and Technology of Jammu, Chatha, J & K 180 009, India

Impact of heat stress during March and April months have significant reflections on the occurrence of phenological stages of wheat. The current investigation aimed to analyze the impact of three varieties of wheat planted in three different environments (dates of sowing) and three levels of nitrogen to study their effects with respect to the occurrence of reproductive stages. Field experiments were conducted with three wheat varieties viz., HD 2967, RSP 561 and WH 1105, which were sown in 3 sowing environments/dates, viz., 25th October-early, 14th November-normal and 4th December-late and 3 levels of nitrogen, viz., 100, 125 and 150 kg/ha randomized in 3 replications under a split-split plot design in rabi season 2015–16 and 2016–17. The experiment was sown at the Agromet Research Farm of Sher-e-Kashmir University of Agricultural Sciences and Technology of Jammu (SKUAST-J), Chatha. Experimental conditions and results obtained from the experiments were used as a database for calibration of Crop Environment Resource Synthesis (CERES)-a Wheat model under Decision Support System for Agrotechnology Transfer (DSSAT) version 4.6 package for studying the effects of changing climatic conditions on wheat phenology. The varietal specific genetic coefficients were calibrated and validated for all the 3 wheat varieties. On comparison of the results obtained from the calibration and validation data of various wheat varieties; the researchers came to a very good and valid conclusion to predict the days of occurrence of various phenological stages of wheat. The parametres R2, d-stat, RMSE and nRMSE were used for comparing CERES-Wheat model results with the actual data and the values were excellent.

Keywords

DSSAT 4.6, Heat stress, Nitrogen levels, Phenology, Thermal indices
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  • Calibration and Validation of Reproductive Stages of Wheat Varieties with CERES-Model under Sowing Environments in Irrigated Conditions of Jammu, India

Abstract Views: 36  | 

Authors

Vikas Gupta
Krishi Vigyan Kendra, SKUAST-J, Tandwal, Rajouri, J&K 185 131, India
Meenakshi Gupta
Division of Agronomy, Sher-e-Kashmir University of Agricultural Sciences and Technology of Jammu, Chatha, J & K 180 009, India
S S Sandhu
School of Climate Change and agricultural Meteorology, PAU, Ludhiana 141 004, Punjab, India
Mahender Singh
Agromet Research Centre, Sher-e-Kashmir University of Agricultural Sciences and Technology of Jammu, Chatha, J & K 180 009, India
Rajeev Bharat
AICRP on Mustard, Division of PBG, Sher-e-Kashmir University of Agricultural Sciences and Technology of Jammu, Chatha, J & K 180 009, India
Sarabdeep Kour
Division of Soil Science and Agricultural Chemistry, Sher-e-Kashmir University of Agricultural Sciences and Technology of Jammu, Chatha, J & K 180 009, India
K K Sood
Division of Agroforestry, Sher-e-Kashmir University of Agricultural Sciences and Technology of Jammu, Chatha, J & K 180 009, India
Moni Gupta
Division of Biochemistry, Sher-e-Kashmir University of Agricultural Sciences and Technology of Jammu, Chatha, J & K 180 009, India
A P Singh
Division of Agronomy, Sher-e-Kashmir University of Agricultural Sciences and Technology of Jammu, Chatha, J & K 180 009, India

Abstract


Impact of heat stress during March and April months have significant reflections on the occurrence of phenological stages of wheat. The current investigation aimed to analyze the impact of three varieties of wheat planted in three different environments (dates of sowing) and three levels of nitrogen to study their effects with respect to the occurrence of reproductive stages. Field experiments were conducted with three wheat varieties viz., HD 2967, RSP 561 and WH 1105, which were sown in 3 sowing environments/dates, viz., 25th October-early, 14th November-normal and 4th December-late and 3 levels of nitrogen, viz., 100, 125 and 150 kg/ha randomized in 3 replications under a split-split plot design in rabi season 2015–16 and 2016–17. The experiment was sown at the Agromet Research Farm of Sher-e-Kashmir University of Agricultural Sciences and Technology of Jammu (SKUAST-J), Chatha. Experimental conditions and results obtained from the experiments were used as a database for calibration of Crop Environment Resource Synthesis (CERES)-a Wheat model under Decision Support System for Agrotechnology Transfer (DSSAT) version 4.6 package for studying the effects of changing climatic conditions on wheat phenology. The varietal specific genetic coefficients were calibrated and validated for all the 3 wheat varieties. On comparison of the results obtained from the calibration and validation data of various wheat varieties; the researchers came to a very good and valid conclusion to predict the days of occurrence of various phenological stages of wheat. The parametres R2, d-stat, RMSE and nRMSE were used for comparing CERES-Wheat model results with the actual data and the values were excellent.

Keywords


DSSAT 4.6, Heat stress, Nitrogen levels, Phenology, Thermal indices