Yield Prediction Using Artificial Neural Networks

被引:0
|
作者
Baral, Seshadri [1 ]
Tripathy, Asis Kumar [2 ]
Bijayasingh, Pritiranjan [3 ]
机构
[1] Int Inst Informat Technol, Dept Comp Sci & Engg, Bhubaneswar, Odisha, India
[2] NM Inst Engn & Technol, Dept Comp Sci & Engn, Bhubaneswar, Odisha, India
[3] Balasore Coll Engn & Technol, Dept Comp Sci & Engn, Balasore, Odisha, India
来源
COMPUTER NETWORKS AND INFORMATION TECHNOLOGIES | 2011年 / 142卷
关键词
ANN; PSO; Yield Prediction of Paddy; Models for yield prediction;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Artificial Neural Network (ANN's) technology with PSO as optimization technique was used for the approximation and prediction of paddy yield at 3 different districts in different climatic zones based on 10 years of historical data sets of yields of paddy,daily temperature(mean and maximum) and precipitation(rainfall).
引用
收藏
页码:315 / +
页数:2
相关论文
共 50 条
  • [1] Rice Crop Yield Prediction Using Artificial Neural Networks
    Gandhi, Niketa
    Petkar, Owaiz
    Armstrong, Leisa J.
    2016 IEEE INTERNATIONAL CONFERENCE ON TECHNOLOGICAL INNOVATIONS IN ICT FOR AGRICULTURE AND RURAL DEVELOPMENT (TIAR), 2016, : 105 - 110
  • [2] Prediction of Pea (Pisum sativum L.) Seeds Yield Using Artificial Neural Networks
    Hara, Patryk
    Piekutowska, Magdalena
    Niedbala, Gniewko
    AGRICULTURE-BASEL, 2023, 13 (03):
  • [3] Prediction of lake eutrophication using artificial neural networks
    Huo, Shouliang
    He, Zhuoshi
    Su, Jing
    Xi, Beidou
    Zhang, Lieyu
    Zan, Fengyu
    INTERNATIONAL JOURNAL OF ENVIRONMENT AND POLLUTION, 2015, 56 (1-4) : 63 - 78
  • [4] Using artificial neural networks in prediction, runoff and sediment
    Sichani, SA
    Tudeshki, ARS
    WATER-SAVING AGRICULTURE AND SUSTAINABLE USE OF WATER AND LAND RESOURCES, VOLS 1 AND 2, PROCEEDINGS, 2004, : 821 - 832
  • [5] Prediction of groundwater drawdown using artificial neural networks
    Gholami, Vahid
    Sahour, Hossein
    ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2022, 29 (22) : 33544 - 33557
  • [6] Prediction of 305-day milk yield in Brown Swiss cattle using artificial neural networks
    Gorgulu, O.
    SOUTH AFRICAN JOURNAL OF ANIMAL SCIENCE, 2012, 42 (03) : 280 - 287
  • [7] Performance Prediction of Solar Collectors Using Artificial Neural Networks
    Xie, Hui
    Liu, Li
    Ma, Fei
    Fan, Huifang
    2009 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND COMPUTATIONAL INTELLIGENCE, VOL II, PROCEEDINGS, 2009, : 573 - 576
  • [8] Prediction of building energy consumption by using artificial neural networks
    Ekici, Betul Bektas
    Aksoy, U. Teoman
    ADVANCES IN ENGINEERING SOFTWARE, 2009, 40 (05) : 356 - 362
  • [9] Masonry Compressive Strength Prediction Using Artificial Neural Networks
    Asteris, Panagiotis G.
    Argyropoulos, Ioannis
    Cavaleri, Liborio
    Rodrigues, Hugo
    Varum, Humberto
    Thomas, Job
    Lourenco, Paulo B.
    TRANSDISCIPLINARY MULTISPECTRAL MODELING AND COOPERATION FOR THE PRESERVATION OF CULTURAL HERITAGE, PT II, 2019, 962 : 200 - 224
  • [10] Advances in ungauged streamflow prediction using artificial neural networks
    Besaw, Lance E.
    Rizzo, Donna M.
    Bierman, Paul R.
    Hackett, William R.
    JOURNAL OF HYDROLOGY, 2010, 386 (1-4) : 27 - 37