Artificial Neural Networks in Agriculture (Record no. 60536)

MARC details
000 -LEADER
fixed length control field 05212naaaa2201333uu 4500
001 - CONTROL NUMBER
control field https://directory.doabooks.org/handle/20.500.12854/76601
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20220220025059.0
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number books978-3-0365-1579-3
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783036515809
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783036515793
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.3390/books978-3-0365-1579-3
Terms of availability doi
041 0# - LANGUAGE CODE
Language code of text/sound track or separate title English
042 ## - AUTHENTICATION CODE
Authentication code dc
072 #7 - SUBJECT CATEGORY CODE
Subject category code GP
Source bicssc
072 #7 - SUBJECT CATEGORY CODE
Subject category code PS
Source bicssc
072 #7 - SUBJECT CATEGORY CODE
Subject category code T
Source bicssc
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Kujawa, Sebastian
Relationship edt
245 10 - TITLE STATEMENT
Title Artificial Neural Networks in Agriculture
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. Basel, Switzerland
Name of publisher, distributor, etc. MDPI - Multidisciplinary Digital Publishing Institute
Date of publication, distribution, etc. 2021
300 ## - PHYSICAL DESCRIPTION
Extent 1 electronic resource (283 p.)
506 0# - RESTRICTIONS ON ACCESS NOTE
Terms governing access Open Access
Source of term star
Standardized terminology for access restriction Unrestricted online access
520 ## - SUMMARY, ETC.
Summary, etc. Modern agriculture needs to have high production efficiency combined with a high quality of obtained products. This applies to both crop and livestock production. To meet these requirements, advanced methods of data analysis are more and more frequently used, including those derived from artificial intelligence methods. Artificial neural networks (ANNs) are one of the most popular tools of this kind. They are widely used in solving various classification and prediction tasks, for some time also in the broadly defined field of agriculture. They can form part of precision farming and decision support systems. Artificial neural networks can replace the classical methods of modelling many issues, and are one of the main alternatives to classical mathematical models. The spectrum of applications of artificial neural networks is very wide. For a long time now, researchers from all over the world have been using these tools to support agricultural production, making it more efficient and providing the highest-quality products possible.
540 ## - TERMS GOVERNING USE AND REPRODUCTION NOTE
Terms governing use and reproduction Creative Commons
Use and reproduction rights https://creativecommons.org/licenses/by/4.0/
Source of term cc
-- https://creativecommons.org/licenses/by/4.0/
546 ## - LANGUAGE NOTE
Language note English
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Research & information: general
Source of heading or term bicssc
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Biology, life sciences
Source of heading or term bicssc
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Technology, engineering, agriculture
Source of heading or term bicssc
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term artificial neural network (ANN)
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term Grain weevil identification
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term neural modelling classification
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term winter wheat
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term grain
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term artificial neural network
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term ferulic acid
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term deoxynivalenol
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term nivalenol
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term MLP network
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term sensitivity analysis
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term precision agriculture
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term machine learning
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term similarity
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term metric
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term memory
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term deep learning
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term plant growth
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term dynamic response
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term root zone temperature
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term dynamic model
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term NARX neural networks
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term hydroponics
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term vegetation indices
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term UAV
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term neural network
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term corn plant density
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term corn canopy cover
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term yield prediction
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term CLQ
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term GA-BPNN
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term GPP-driven spectral model
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term rice phenology
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term EBK
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term correlation filter
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term crop yield prediction
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term hybrid feature extraction
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term recursive feature elimination wrapper
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term artificial neural networks
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term big data
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term classification
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term high-throughput phenotyping
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term modeling
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term predicting
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term time series forecasting
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term soybean
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term food production
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term paddy rice mapping
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term dynamic time warping
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term LSTM
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term weakly supervised learning
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term cropland mapping
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term apparent soil electrical conductivity (ECa)
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term magnetic susceptibility (MS)
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term EM38
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term neural networks
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term Phoenix dactylifera L.
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term Medjool dates
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term image classification
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term convolutional neural networks
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term transfer learning
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term average degree of coverage
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term coverage unevenness coefficient
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term optimization
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term high-resolution imagery
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term oil palm tree
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term CNN
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term Faster-RCNN
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term image identification
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term agroecology
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term weeds
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term yield gap
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term environment
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term health
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term crop models
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term soil and plant nutrition
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term automated harvesting
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term model application for sustainable agriculture
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term remote sensing for agriculture
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term decision supporting systems
653 ## - INDEX TERM--UNCONTROLLED
Uncontrolled term neural image analysis
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Niedbała, Gniewko
Relationship edt
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Kujawa, Sebastian
Relationship oth
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Niedbała, Gniewko
Relationship oth
856 40 - ELECTRONIC LOCATION AND ACCESS
Host name www.oapen.org
Uniform Resource Identifier <a href="https://mdpi.com/books/pdfview/book/4046">https://mdpi.com/books/pdfview/book/4046</a>
Access status 0
Public note DOAB: download the publication
856 40 - ELECTRONIC LOCATION AND ACCESS
Host name www.oapen.org
Uniform Resource Identifier <a href="https://directory.doabooks.org/handle/20.500.12854/76601">https://directory.doabooks.org/handle/20.500.12854/76601</a>
Access status 0
Public note DOAB: description of the publication

No items available.