Arid
DOI10.1007/s00484-012-0538-6
Evaluation of weather-based rice yield models in India
Sudharsan, D.1; Adinarayana, J.1; Reddy, D. Raji3; Sreenivas, G.3; Ninomiya, S.5; Hirafuji, M.6; Kiura, T.6; Tanaka, K.6; Desai, U. B.2; Merchant, S. N.4
通讯作者Sudharsan, D.
来源期刊INTERNATIONAL JOURNAL OF BIOMETEOROLOGY
ISSN0020-7128
EISSN1432-1254
出版年2013
卷号57期号:1页码:107-123
英文摘要

The objective of this study was to compare two different rice simulation models-standalone (Decision Support System for Agrotechnology Transfer [DSSAT]) and web based (SImulation Model for RIce-Weather relations [SIMRIW])-with agrometeorological data and agronomic parameters for estimation of rice crop production in southern semi-arid tropics of India. Studies were carried out on the BPT5204 rice variety to evaluate two crop simulation models. Long-term experiments were conducted in a research farm of Acharya N G Ranga Agricultural University (ANGRAU), Hyderabad, India. Initially, the results were obtained using 4 years (1994-1997) of data with weather parameters from a local weather station to evaluate DSSAT simulated results with observed values. Linear regression models used for the purpose showed a close relationship between DSSAT and observed yield. Subsequently, yield comparisons were also carried out with SIMRIW and DSSAT, and validated with actual observed values. Realizing the correlation coefficient values of SIMRIW simulation values in acceptable limits, further rice experiments in monsoon (Kharif) and post-monsoon (Rabi) agricultural seasons (2009, 2010 and 2011) were carried out with a location-specific distributed sensor network system. These proximal systems help to simulate dry weight, leaf area index and potential yield by the Java based SIMRIW on a daily/weekly/monthly/seasonal basis. These dynamic parameters are useful to the farming community for necessary decision making in a ubiquitous manner. However, SIMRIW requires fine tuning for better results/decision making.


英文关键词Model accuracy assessment Stand-alone DSSAT Web-based SIMRIW Weather-based rice yield models technologies
类型Article
语种英语
国家India ; Japan
收录类别SCI-E
WOS记录号WOS:000312722200010
WOS关键词CLIMATE-CHANGE ; CERES-RICE ; EVAPORATION ; SYSTEMS ; IMPACT ; WHEAT ; CROP
WOS类目Biophysics ; Environmental Sciences ; Meteorology & Atmospheric Sciences ; Physiology
WOS研究方向Biophysics ; Environmental Sciences & Ecology ; Meteorology & Atmospheric Sciences ; Physiology
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/177688
作者单位1.Indian Inst Technol, Ctr Studies Resources Engn, Bombay 400076, Maharashtra, India;
2.Indian Inst Technol, Hyderabad 502205, Andhra Pradesh, India;
3.Acharya NG Ranga Agr Univ, Agr Res Inst, Hyderabad 500030, Andhra Pradesh, India;
4.Indian Inst Technol, Dept Elect Engn, Bombay 400076, Maharashtra, India;
5.Univ Tokyo, Inst Sustainable Agroecosyst Serv, Tokyo 1880002, Japan;
6.Natl Agr Res Ctr, Natl Agr & Food Res Org, Tsukuba, Ibaraki 305866, Japan
推荐引用方式
GB/T 7714
Sudharsan, D.,Adinarayana, J.,Reddy, D. Raji,et al. Evaluation of weather-based rice yield models in India[J],2013,57(1):107-123.
APA Sudharsan, D..,Adinarayana, J..,Reddy, D. Raji.,Sreenivas, G..,Ninomiya, S..,...&Merchant, S. N..(2013).Evaluation of weather-based rice yield models in India.INTERNATIONAL JOURNAL OF BIOMETEOROLOGY,57(1),107-123.
MLA Sudharsan, D.,et al."Evaluation of weather-based rice yield models in India".INTERNATIONAL JOURNAL OF BIOMETEOROLOGY 57.1(2013):107-123.
条目包含的文件
条目无相关文件。
个性服务
推荐该条目
保存到收藏夹
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Sudharsan, D.]的文章
[Adinarayana, J.]的文章
[Reddy, D. Raji]的文章
百度学术
百度学术中相似的文章
[Sudharsan, D.]的文章
[Adinarayana, J.]的文章
[Reddy, D. Raji]的文章
必应学术
必应学术中相似的文章
[Sudharsan, D.]的文章
[Adinarayana, J.]的文章
[Reddy, D. Raji]的文章
相关权益政策
暂无数据
收藏/分享

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。