Calibration and Evaluation of the FAO AquaCrop Model for Canola (Brassica napus) under Varied Moistube Irrigation Regimes

被引:17
|
作者
Dirwai, Tinashe Lindel [1 ,2 ]
Senzanje, Aidan [1 ]
Mabhaudhi, Tafadzwanashe [3 ]
机构
[1] Univ KwaZulu Natal, Sch Engn, P Bag X01, ZA-3209 Pietermaritzburg, South Africa
[2] VarMac Consulting Engineers, ZA-3209 Pietermaritzburg, South Africa
[3] Univ KwaZulu Natal, Ctr Transformat Agr & Food Syst, Sch Agr Earth & Environm Sci, P Bag X01, ZA-3209 Pietermaritzburg, South Africa
来源
AGRICULTURE-BASEL | 2021年 / 11卷 / 05期
基金
新加坡国家研究基金会;
关键词
biomass; crop modelling; water productivity; water regimes; yield; SIMULATE YIELD RESPONSE; SOIL-WATER CONTENT; DEFICIT IRRIGATION; SPRING CANOLA; CROP MODEL; WINTER-WHEAT; PRODUCTIVITY; GROWTH; PARAMETERIZATION; PERFORMANCE;
D O I
10.3390/agriculture11050410
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
The AquaCrop model was calibrated and validated for canola (Brassica napus) under Moistube irrigation (MTI) and various water regimes [(i) 100%, (ii) 75%, and (iii) 55% of crop water requirement (ETc)] over two seasons, 2019 and 2020. The normalised root mean square (nRMSE), Model Efficiency (EF), R-2, and theWillmot's index of agreement (d) statistics were used to evaluate the model's efficiency in simulating biomass (B), canopy cover (CC), yield (Y), and harvest index (HI). The calibration results indicated the model simulated with accuracy the CC (under 100% ETc R-2 = 0.99, EF = 0.92, nRMSE = 6.4%, d = 0.98) and 75% ETc (R-2 = 0.99, EF = 0.92, nRMSE = 10.3%, d = 0.98). The model simulated CC well for validation for 100% ETc (R-2 = 0.97, EF = 0.93, nRMSE = 22.5%, d = 0.98) and 75% ETc (R-2 = 0.84, EF = 0.45, nRMSE = 59.2%, d = 0.86) irrigation regimes. Final biomass simulations were reasonably good under 100% ETc, 75% ETc, and 55% ETc irrigation regimes (R-2 > 0.90, d > 0.65). The study showed the usefulness of AquaCrop for assessing yield response of canola to full and deficit irrigation scenarios under MTI.
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页数:18
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