Li Yan da, Shu Shi Fu, Chen Li Cai, Ye Chun, Wan Peng, Wang Kang Jun, Huang Jun Bao
Institute of Agricultural Engineering, Jiangxi Academy of Agricultural Sciences, Nanchang 330200, China.
Ying Yong Sheng Tai Xue Bao. 2017 Apr 18;28(4):1227-1236. doi: 10.13287/j.1001-9332.201704.013.
In this study, we developed a model for photosynthetic production in double cropping rice by integrating the advantages in current crop models (including the models of canopy structure, canopy light distribution, canopy photosynthesis and dry matter production). The canopy light distribution and dry matter accumulation were preliminarily validated with independent field experiment datasets. The distribution of direct radiation both on a level surface and on the leaf surface within canopy, the canopy daily photosynthate and its characteristics with varying leaf area index for three typical plant types (erect both upper and lower, upper erect and lower flat, and flat both upper and lower) were quantitatively analyzed by the model. The results indicated that there was a good agreement between the simulated and observed values. The root mean square error (RMSE), relative root mean square error (RRMSE) and correlation coefficient (r) of prediction of canopy light distribution in double cropping rice were 12.01 J ·m·s, 8.2% and 0.9929, respectively. Meanwhile, the RMSE, RRMSE and r of prediction of dry matter accumulation were 0.83 t·hm, 14.6% and 0.9772, respectively. It was indicated that the model had a performance. The upper erect and lower flat plant type had highest canopy daily photosynthate due to higher incident sun light received on the leaf surface, leaf photosynthetic efficiency and leaf area index.
在本研究中,我们通过整合当前作物模型(包括冠层结构、冠层光分布、冠层光合作用和干物质生产模型)的优势,开发了一个双季稻光合生产模型。利用独立的田间试验数据集对冠层光分布和干物质积累进行了初步验证。该模型定量分析了水平表面和冠层内叶表面的直射辐射分布、冠层日光合产物及其在三种典型株型(上、下均直立,上直立下扁平,上、下均扁平)下随叶面积指数变化的特征。结果表明,模拟值与观测值吻合良好。双季稻冠层光分布预测的均方根误差(RMSE)、相对均方根误差(RRMSE)和相关系数(r)分别为12.01 J·m·s、8.2%和0.9929。同时,干物质积累预测的RMSE、RRMSE和r分别为0.83 t·hm、14.6%和0.9772。结果表明该模型具有一定性能。上直立下扁平株型由于叶表面接收到的入射太阳光较多、叶片光合效率较高和叶面积指数较大,其冠层日光合产物最高。