DocumentCode
3392024
Title
A Study on the Regional Application of Rice Growth Model in County Level
Author
Chunlin, Shi ; Zhiqing, Jin ; Huihui, Feng
Author_Institution
Inst. of Agric. Resources & Environ., Jiangsu Acad. of Agric. Sci., Nanjing, China
Volume
3
fYear
2010
fDate
23-24 Oct. 2010
Firstpage
42
Lastpage
48
Abstract
On the basis of spatial aggregation, the up scaling technique was one of methods for the regional application of crop growth model. In this paper, the aggregation technique of regional soils, varieties and cultivar measures was discussed for regional application of rice growth model in county level, and the difference of rice development and yield among the county stations of Suzhou and Lianyungang, Jiangsu, was explored with experiment data from national agrometeological stations at Kunshan and Ganyu, Jiangsu and RCSODS. The results showed although the development stages were similar among counties, the yield difference was significant, After aggregation of model inputs, the RMSEs between statistical and simulated yields were 742kg/ha and 975kg/ha for Suzhou and Lianyungang respectively, and the NRMSEs were 8.7% and 12.4%, which indicated the spatial aggregation approach for model inputs was suited to regional application of rice growth model.
Keywords
agriculture; crops; meteorology; regional planning; soil; agrometeological station; county level; crop growth model; cultivar measure; regional soils aggregation technique; rice development; rice growth model; spatial aggregation; Agriculture; Analytical models; Biological system modeling; Data models; Meteorology; Soil; Soil measurements; Crop; county level; growth model; regional application;
fLanguage
English
Publisher
ieee
Conference_Titel
Artificial Intelligence and Computational Intelligence (AICI), 2010 International Conference on
Conference_Location
Sanya
Print_ISBN
978-1-4244-8432-4
Type
conf
DOI
10.1109/AICI.2010.250
Filename
5655136
Link To Document