Impact analysis of moisture stress on growth and yield of cotton using DSSAT-CROPGRO-cotton model under semi-arid climate

被引:5
作者
Kumar, Rotash [1 ]
Mishra, Sudhir Kumar [1 ]
Singh, Kulvir [1 ]
Al-Ashkar, Ibrahim [2 ]
Iqbal, Muhammad Aamir [3 ]
Muzamil, Muhammad Noor [4 ]
Rahman, Muhammad Habib ur [5 ,6 ]
El Sabagh, Ayman [7 ]
机构
[1] Punjab Agr Univ, Reg Res Stn, Faridkot, Punjab, India
[2] King Saud Univ, Coll Food & Agr Sci, Plant Prod Dept, Riyadh, Saudi Arabia
[3] Univ Poonch, Fac Agr, Dept Agron, Rawalakot, Pakistan
[4] MNS Univ Agr, Dept Agron, Multan, Pakistan
[5] Univ Bonn, Inst Crop Sci & Resource Conservat INRES, Crop Sci, Bonn, Germany
[6] MNS Univ Agr, Inst Plant Breeding & Biotechnol IPBB, Dept Seed Sci & Technol, Multan, Punjab, Pakistan
[7] Kafrelsheikh Univ, Fac Agr, Dept Agron, Kafr El Shaikh, Egypt
来源
PEERJ | 2023年 / 11卷
关键词
DSSAT-CROPGRO-cotton model; Moisture stress; Post sowing irrigation; Seed cotton yield; Simulation; 4 WHEAT CULTIVARS; IRRIGATION WATER; CERES-WHEAT; DROUGHT; SIMULATION; MANAGEMENT; PHENOLOGY; DATES; RICE; HEAT;
D O I
10.7717/peerj.16329
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Adequate soil moisture around the root zone of the crops is essential for optimal plant growth and productivity throughout the crop season, whereas excessive as well as deficient moisture is usually detrimental. A field experiment was conducted on cotton (Gossipium hirsuttum) with three water regimes (viz. well-watered (control); rainfed after one post-sowing irrigation (1-POSI) and rainfed after two post-sowing irrigations (2-POSI)) in main plots and application of eight osmoprotectants in sub plots of Split plot design to quantify the loss of seed cotton yield (SCY) under high and mild moisture stress. The DSSAT-CROPGRO-cotton model was calibrated to validate the response of cotton crop to water stress. Results elucidated that in comparison of well watered (control) crop, 1-POSI and 2-POSI reduced plant height by 13.5-28.4% and lower leaf area index (LAI) by 21.6-37.6%. Pooled analysis revealed that SCY under control was higher by 1,127 kg ha-1 over 1-POSI and 597 kg ha-1 than 2-POSI. The DSSAT-CROPGRO-cotton model fairly simulated the cotton yield as evidenced by good accuracy (d-stat >= 0.92) along with lower root mean square error (RMSE) of <= 183.2 kg ha-1; mean absolute percent error (MAPE) <= 6.5% under different irrigation levels. Similarly, simulated and observed biomass also exhibited good agreement with >= 0.98 d-stat; <= 533.7 kg ha-1 RMSE; and <= 4.6% MAPE. The model accurately simulated the periodical LAI, biomass and soil water dynamics as affected by varying water regimes in conformity with periodical observations. Both the experimental and the simulated results confirmed the decline of SCY with any degree of water stress. Thus, a well calibrated DSSAT-CROPGROcotton model may be successfully used for estimating the crop performance under varying hydro-climatic conditions.
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页数:25
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