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

下载

页码：315 / +

页数：2

共 50 条

[1] Prediction of wheat yield using artificial neural networks
Safa, B
Khalili, A
Teshnehlab, M
Liaghat, AM
15TH CONFERENCE ON BIOMETEOROLOGY AND AEROBIOLOGY JOINT WITH THE 16TH INTERNATIONAL CONGRESS ON BIOMETEOROLOGY, 2002, : 350 - 351
[2] 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
[3] Artificial neural networks for corn and soybean yield prediction
Kaul, M
Hill, RL
Walthall, C
AGRICULTURAL SYSTEMS, 2005, 85 (01) : 1 - 18
[4] Application of artificial neural networks in yield prediction of potato crop
Abhishek Pandey
Anu Mishra
Russian Agricultural Sciences, 2017, 43 (3) : 266 - 272
[5] Artificial neural networks for rice yield prediction in mountainous regions
Ji, B.
Sun, Y.
Yang, S.
Wan, J.
JOURNAL OF AGRICULTURAL SCIENCE, 2007, 145 : 249 - 261
[6] Prediction of River Basin-Scale Water Yield Using Artificial Neural Networks
Jagdale, Satyawan D.
Kashid, S. S.
TECHNO-SOCIETAL 2018: PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON ADVANCED TECHNOLOGIES FOR SOCIETAL APPLICATIONS - VOL 1, 2020, : 289 - 298
[7] Prediction of yield shear strength of saturated sandy soils using artificial neural networks
NourEldin A.A.
HBRC Journal, 2023, 19 (01) : 199 - 213
[8] Maize Yield Prediction using Artificial Neural Networks based on a Trial Network Dataset
de Souza, Paulo Vitor Duarte
de Rezende, Leiliane Pereira
Duarte, Aildson Pereira
Miranda, Glauco Vieira
ENGINEERING TECHNOLOGY & APPLIED SCIENCE RESEARCH, 2023, 13 (02) : 10338 - 10346
[9] Prediction of greenhouse tomato yield using artificial neural networks combined with sensitivity analysis
Belouz, Khaled
Nourani, Ahmed
Zereg, Salah
Bencheikh, Abdelaali
SCIENTIA HORTICULTURAE, 2022, 293
[10] Prediction of soybean yield cultivated under subtropical conditions using artificial neural networks
Moreira, Adonis
Neto, Alfredo Bonini
Bonini, Carolina dos Santos Batista
Moraes, Larissa A. C.
Heinrichs, Reges
AGRONOMY JOURNAL, 2023, 115 (04) : 1981 - 1991

← 1 2 3 4 5 →