Prospects of Using Neural Networks for Recognition of Certain Stages in Plant Growth
The article contains results of research of using neural networks to determine the leafy lettuce’s stages of growth. Lettuce has been grown using hydroponic facility. It was found that neural networks can determine certain stages of growth with high precision.
Gespeichert in:
Veröffentlicht in: | IOP conference series. Earth and environmental science 2022-02, Vol.988 (3), p.32085 |
---|---|
Hauptverfasser: | , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | |
---|---|
container_issue | 3 |
container_start_page | 32085 |
container_title | IOP conference series. Earth and environmental science |
container_volume | 988 |
creator | Kazarin, I K Gilyov, A M Kozhushko, A E Kovalevskiy, K V |
description | The article contains results of research of using neural networks to determine the leafy lettuce’s stages of growth. Lettuce has been grown using hydroponic facility. It was found that neural networks can determine certain stages of growth with high precision. |
doi_str_mv | 10.1088/1755-1315/988/3/032085 |
format | Article |
fullrecord | <record><control><sourceid>proquest_iop_j</sourceid><recordid>TN_cdi_proquest_journals_2635711948</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2635711948</sourcerecordid><originalsourceid>FETCH-LOGICAL-c2695-67350538f7e8f0bd1df38e5eedb960b751f7c7d4dd7b9d6e78f23371cd1dd18e3</originalsourceid><addsrcrecordid>eNqFkNFKwzAUhoMoOKevIAFvvKlLmqVJL2XMKQwVt12HtjmZnbOpScbw7U2pTATBq3NCvvOf5EPokpIbSqQcUcF5Qhnlozye2IiwlEh-hAaHi-NDT8QpOvN-Q0gmxiwfoOWzs76FKnhsDV75ulnjR9i5YhtL2Fv35rGxDr9AZddNHWrbdOAEXCjqBi9CsQaPY_e8LZqAZ87uw-s5OjHF1sPFdx2i1d10OblP5k-zh8ntPKnSLOdJJhgnnEkjQBpSaqoNk8ABdJlnpBScGlEJPdZalLnOQEiTMiZoFUlNJbAhuupzW2c_duCD2tida-JKlWaMC0rzsYxU1lNV_Kp3YFTr6vfCfSpKVGdQdXJUJ0pFg4qp3mAcvO4Ha9v-JE-ni1-YauOzhyj9A_0n_wvIm3-t</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2635711948</pqid></control><display><type>article</type><title>Prospects of Using Neural Networks for Recognition of Certain Stages in Plant Growth</title><source>Institute of Physics Open Access Journal Titles</source><source>Institute of Physics IOPscience extra</source><source>EZB-FREE-00999 freely available EZB journals</source><creator>Kazarin, I K ; Gilyov, A M ; Kozhushko, A E ; Kovalevskiy, K V</creator><creatorcontrib>Kazarin, I K ; Gilyov, A M ; Kozhushko, A E ; Kovalevskiy, K V</creatorcontrib><description>The article contains results of research of using neural networks to determine the leafy lettuce’s stages of growth. Lettuce has been grown using hydroponic facility. It was found that neural networks can determine certain stages of growth with high precision.</description><identifier>ISSN: 1755-1307</identifier><identifier>EISSN: 1755-1315</identifier><identifier>DOI: 10.1088/1755-1315/988/3/032085</identifier><language>eng</language><publisher>Bristol: IOP Publishing</publisher><subject>Hydroponics ; Neural networks ; Plant growth</subject><ispartof>IOP conference series. Earth and environmental science, 2022-02, Vol.988 (3), p.32085</ispartof><rights>Published under licence by IOP Publishing Ltd</rights><rights>Published under licence by IOP Publishing Ltd. This work is published under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c2695-67350538f7e8f0bd1df38e5eedb960b751f7c7d4dd7b9d6e78f23371cd1dd18e3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://iopscience.iop.org/article/10.1088/1755-1315/988/3/032085/pdf$$EPDF$$P50$$Giop$$Hfree_for_read</linktopdf><link.rule.ids>314,780,784,27924,27925,38868,38890,53840,53867</link.rule.ids></links><search><creatorcontrib>Kazarin, I K</creatorcontrib><creatorcontrib>Gilyov, A M</creatorcontrib><creatorcontrib>Kozhushko, A E</creatorcontrib><creatorcontrib>Kovalevskiy, K V</creatorcontrib><title>Prospects of Using Neural Networks for Recognition of Certain Stages in Plant Growth</title><title>IOP conference series. Earth and environmental science</title><addtitle>IOP Conf. Ser.: Earth Environ. Sci</addtitle><description>The article contains results of research of using neural networks to determine the leafy lettuce’s stages of growth. Lettuce has been grown using hydroponic facility. It was found that neural networks can determine certain stages of growth with high precision.</description><subject>Hydroponics</subject><subject>Neural networks</subject><subject>Plant growth</subject><issn>1755-1307</issn><issn>1755-1315</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>O3W</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNqFkNFKwzAUhoMoOKevIAFvvKlLmqVJL2XMKQwVt12HtjmZnbOpScbw7U2pTATBq3NCvvOf5EPokpIbSqQcUcF5Qhnlozye2IiwlEh-hAaHi-NDT8QpOvN-Q0gmxiwfoOWzs76FKnhsDV75ulnjR9i5YhtL2Fv35rGxDr9AZddNHWrbdOAEXCjqBi9CsQaPY_e8LZqAZ87uw-s5OjHF1sPFdx2i1d10OblP5k-zh8ntPKnSLOdJJhgnnEkjQBpSaqoNk8ABdJlnpBScGlEJPdZalLnOQEiTMiZoFUlNJbAhuupzW2c_duCD2tida-JKlWaMC0rzsYxU1lNV_Kp3YFTr6vfCfSpKVGdQdXJUJ0pFg4qp3mAcvO4Ha9v-JE-ni1-YauOzhyj9A_0n_wvIm3-t</recordid><startdate>20220201</startdate><enddate>20220201</enddate><creator>Kazarin, I K</creator><creator>Gilyov, A M</creator><creator>Kozhushko, A E</creator><creator>Kovalevskiy, K V</creator><general>IOP Publishing</general><scope>O3W</scope><scope>TSCCA</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>PATMY</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PYCSY</scope></search><sort><creationdate>20220201</creationdate><title>Prospects of Using Neural Networks for Recognition of Certain Stages in Plant Growth</title><author>Kazarin, I K ; Gilyov, A M ; Kozhushko, A E ; Kovalevskiy, K V</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c2695-67350538f7e8f0bd1df38e5eedb960b751f7c7d4dd7b9d6e78f23371cd1dd18e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Hydroponics</topic><topic>Neural networks</topic><topic>Plant growth</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kazarin, I K</creatorcontrib><creatorcontrib>Gilyov, A M</creatorcontrib><creatorcontrib>Kozhushko, A E</creatorcontrib><creatorcontrib>Kovalevskiy, K V</creatorcontrib><collection>Institute of Physics Open Access Journal Titles</collection><collection>IOPscience (Open Access)</collection><collection>CrossRef</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>Agricultural & Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>Environmental Science Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Environmental Science Collection</collection><jtitle>IOP conference series. Earth and environmental science</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kazarin, I K</au><au>Gilyov, A M</au><au>Kozhushko, A E</au><au>Kovalevskiy, K V</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Prospects of Using Neural Networks for Recognition of Certain Stages in Plant Growth</atitle><jtitle>IOP conference series. Earth and environmental science</jtitle><addtitle>IOP Conf. Ser.: Earth Environ. Sci</addtitle><date>2022-02-01</date><risdate>2022</risdate><volume>988</volume><issue>3</issue><spage>32085</spage><pages>32085-</pages><issn>1755-1307</issn><eissn>1755-1315</eissn><abstract>The article contains results of research of using neural networks to determine the leafy lettuce’s stages of growth. Lettuce has been grown using hydroponic facility. It was found that neural networks can determine certain stages of growth with high precision.</abstract><cop>Bristol</cop><pub>IOP Publishing</pub><doi>10.1088/1755-1315/988/3/032085</doi><tpages>6</tpages><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 1755-1307 |
ispartof | IOP conference series. Earth and environmental science, 2022-02, Vol.988 (3), p.32085 |
issn | 1755-1307 1755-1315 |
language | eng |
recordid | cdi_proquest_journals_2635711948 |
source | Institute of Physics Open Access Journal Titles; Institute of Physics IOPscience extra; EZB-FREE-00999 freely available EZB journals |
subjects | Hydroponics Neural networks Plant growth |
title | Prospects of Using Neural Networks for Recognition of Certain Stages in Plant Growth |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-03T05%3A23%3A46IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_iop_j&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Prospects%20of%20Using%20Neural%20Networks%20for%20Recognition%20of%20Certain%20Stages%20in%20Plant%20Growth&rft.jtitle=IOP%20conference%20series.%20Earth%20and%20environmental%20science&rft.au=Kazarin,%20I%20K&rft.date=2022-02-01&rft.volume=988&rft.issue=3&rft.spage=32085&rft.pages=32085-&rft.issn=1755-1307&rft.eissn=1755-1315&rft_id=info:doi/10.1088/1755-1315/988/3/032085&rft_dat=%3Cproquest_iop_j%3E2635711948%3C/proquest_iop_j%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2635711948&rft_id=info:pmid/&rfr_iscdi=true |