Knowledge Resource Center for Ecological Environment in Arid Area
Maize response to water with BP neural network method based on limited water | |
Li Xing; Shi Haibin; Cheng Manjin; Ma Lanzhong; Gou Mangmang | |
通讯作者 | Li Xing |
会议名称 | International Conference on Effective Utilization of Agricultural Soil and Water Resources and Protection of Environment/4th Annual Academic Conference of Chinese-Society-of-Agricultural-Soil-and-Water-Engineering |
会议日期 | AUG 16-18, 2006 |
会议地点 | Nanjing, PEOPLES R CHINA |
英文摘要 | Ecological environment facing the great task, soil and water heavy loss, unbalanced annual rainfall and water supply and demand in semi-arid areas of the Loess plateau, harvested rainwater is very limited in terms of collecting and storing rainwater. Physiological-biochemical characteristic of water effect on crop yield is quite complex, and quantitative calculation is difficult. Applying strict mathernatic at and physical equation is difficult. Professors brings forward many models for crop response to water, but these models have special trait of terrain tract and time domain and can not be used conveniently. There is obviously different model of crop response to water base on limit water which is according to ETmin/ETa defined relative evapotranspiration. Employing relative yield and evapotranspiration can offset effect of apart factor to model, so the paper takes relative yield and evapotranspiration as input and output sample of BP Neural Network, through compared training and analyzing many times, establishing model of maize response to water based on BP Neural Network, and comparing with Jensen model which is used always in China and gained satisfied result. |
英文关键词 | limited water BP neural network model of crop response to water |
来源出版物 | EFFECTIVE UTILIZATION OF AGRICULTURAL SOIL & WATER RESOURCES AND PROTECTION OF ENVIRONMENT |
出版年 | 2007 |
页码 | 203-208 |
ISBN | 978-7-5630-2408-7 |
出版者 | HOHAI UNIV PRESS |
类型 | Proceedings Paper |
语种 | 英语 |
国家 | Peoples R China |
收录类别 | CPCI-S |
WOS记录号 | WOS:000252081400033 |
WOS类目 | Agricultural Engineering ; Soil Science ; Water Resources |
WOS研究方向 | Agriculture ; Water Resources |
资源类型 | 会议论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/296480 |
作者单位 | Inner Mongolia Agr Univ, Coll Water Conservancy & Civil Engn, Inner Mongolia 010018, Huhhot, Peoples R China |
推荐引用方式 GB/T 7714 | Li Xing,Shi Haibin,Cheng Manjin,et al. Maize response to water with BP neural network method based on limited water[C]:HOHAI UNIV PRESS,2007:203-208. |
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