Assessing alfalfa production under historical and future climate in eastern Canada: DNDC model development and application

被引:29
作者
He, Wentian [1 ]
Grant, B. B. [1 ]
Smith, W. N. [1 ]
VanderZaag, A. C. [1 ]
Piquette, S. [4 ]
Qian, B. [1 ]
Jing, Q. [1 ]
Rennie, T. J. [1 ]
Belanger, G. [3 ]
Jego, G. [3 ]
Deen, B. [2 ]
机构
[1] Agr & Agri Food Canada, Ottawa Res & Dev Ctr, 960 Carling Ave, Ottawa, ON K1A 0C6, Canada
[2] Univ Guelph, Dept Plant Agr, 50 Stone Rd East, Guelph, ON N1G 2W1, Canada
[3] Agr & Agri Food Canada, Quebec Res & Dev Ctr, 2560 Hochelaga Blvd, Quebec City, PQ G1V 2J3, Canada
[4] Carleton Univ, Dept Geog & Environm Studies, 1125 Colonel By Dr Ottawa, Ottawa, ON K1S 5B6, Canada
关键词
DNDC model; Alfalfa growth; Soil temperature; Moisture; Climate change; Winterkill; NITROUS-OXIDE EMISSIONS; PERENNIAL FORAGE CROPS; NUTRITIVE-VALUE; SIMULATION-MODEL; WINTER HARDINESS; SPRING WHEAT; SOIL CARBON; AGRICULTURE IMPLICATIONS; RAINFALL EVENTS; FREEZING-INJURY;
D O I
10.1016/j.envsoft.2019.104540
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The DeNitrification-DeComposition (DNDC) model was developed to better simulate alfalfa (Medicago sativa L.) production with winterkill effects in eastern Canada. The pre-development DNDC produced "fair" simulations of alfalfa yield and biomass (index of agreement (d) > 0.7, Nash-Sutcliffe efficiency (NSE) > 0) but normalized root mean square error (nRMSE) was > 30% whereas the improved model indicated "good" to "excellent" performance (nRMSE = 3.9-29%; d = 0.93-0.99; NSE = 0.76-0.99). Under future RCP4.5 and 8.5 scenarios, average annual yields increased by 60.3% and 81.8% respectively due to earlier planting/spring regrowth with additional cuttings, increased C assimilation and reduced water stress under higher CO2 concentrations. For locations at Ottawa and Quebec City there could be an increased incidence of winterkill under future climate due to reduced snow cover which leads to colder soil/crown temperatures as well as reduced fall hardening. This study indicated that the use of winter hardy cultivars could mitigate winterkill effects and increase production.
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页数:15
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