Tubiello F N, Rosenzweig C, Volk T
Agric Syst. 1995;49:135-52. doi: 10.1016/0308-521x(94)00044-r.
A new growth subroutine was developed for CERES-Wheat, a computer model of wheat (Triticum aestivum) growth and development. The new subroutine simulates canopy photosynthetic response to CO2 concentrations and light levels, and includes the effects of temperature on canopy light-use efficiency. Its performance was compared to the original CERES-Wheat V-2 10 in 30 different cases. Biomass and yield predictions of the two models were well correlated (correlation coefficient r > 0.95). As an application, summer growth of spring wheat was simulated at one site. Modeled crop responses to higher mean temperatures, different amounts of minimum and maximum warming, and doubled CO2 concentrations were compared to observations. The importance of irrigation and nitrogen fertilization in modulating the wheat crop climatic responses were also analyzed. Specifically, in agreement with observations, rainfed crops were found to be more sensitive to CO2 increases than irrigated ones. On the other hand, low nitrogen applications depressed the ability of the wheat crop to respond positively to CO2 increases. In general, the positive effects of high CO2 on grain yield were found to be almost completely counterbalanced by the negative effects of high temperatures. Depending on how temperature minima and maxima were increased, yield changes averaged across management practices ranged from -4% to 8%.
为CERES - 小麦(一种模拟小麦(普通小麦)生长发育的计算机模型)开发了一种新的生长子程序。新子程序模拟了冠层光合作用对二氧化碳浓度和光照水平的响应,并纳入了温度对冠层光能利用效率的影响。在30种不同情况下,将其性能与原始的CERES - 小麦V - 2 10进行了比较。两个模型的生物量和产量预测具有良好的相关性(相关系数r > 0.95)。作为应用,在一个地点模拟了春小麦的夏季生长。将模拟的作物对较高平均温度、不同程度的最低和最高升温以及二氧化碳浓度加倍的响应与观测结果进行了比较。还分析了灌溉和氮肥在调节小麦作物气候响应中的重要性。具体而言,与观测结果一致,发现雨养作物比灌溉作物对二氧化碳增加更敏感。另一方面,低氮肥施用量降低了小麦作物对二氧化碳增加产生积极响应的能力。总体而言,发现高二氧化碳对籽粒产量的积极影响几乎完全被高温的负面影响所抵消。根据最低和最高温度升高的方式,不同管理措施下的平均产量变化范围为 - 4%至8 %。