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Computer reconstruction of plant growth and chlorophyll fluorescence emission in three spatial dimensions
Plant leaves grow and change their orientation as well their emission of chlorophyll fluorescence in time. All these dynamic plant properties can be semi-automatically monitored by a 3D imaging system that generates plant models by the method of coded light illumination, fluorescence imaging and com...
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Published in: | Sensors (Basel, Switzerland) Switzerland), 2012-01, Vol.12 (1), p.1052-1071 |
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creator | Bellasio, Chandra Olejníčková, Julie Tesař, Radek Sebela, David Nedbal, Ladislav |
description | Plant leaves grow and change their orientation as well their emission of chlorophyll fluorescence in time. All these dynamic plant properties can be semi-automatically monitored by a 3D imaging system that generates plant models by the method of coded light illumination, fluorescence imaging and computer 3D reconstruction. Here, we describe the essentials of the method, as well as the system hardware. We show that the technique can reconstruct, with a high fidelity, the leaf size, the leaf angle and the plant height. The method fails with wilted plants when leaves overlap obscuring their true area. This effect, naturally, also interferes when the method is applied to measure plant growth under water stress. The method is, however, very potent in capturing the plant dynamics under mild stress and without stress. The 3D reconstruction is also highly effective in correcting geometrical factors that distort measurements of chlorophyll fluorescence emission of naturally positioned plant leaves. |
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All these dynamic plant properties can be semi-automatically monitored by a 3D imaging system that generates plant models by the method of coded light illumination, fluorescence imaging and computer 3D reconstruction. Here, we describe the essentials of the method, as well as the system hardware. We show that the technique can reconstruct, with a high fidelity, the leaf size, the leaf angle and the plant height. The method fails with wilted plants when leaves overlap obscuring their true area. This effect, naturally, also interferes when the method is applied to measure plant growth under water stress. The method is, however, very potent in capturing the plant dynamics under mild stress and without stress. The 3D reconstruction is also highly effective in correcting geometrical factors that distort measurements of chlorophyll fluorescence emission of naturally positioned plant leaves.</description><identifier>ISSN: 1424-8220</identifier><identifier>EISSN: 1424-8220</identifier><identifier>DOI: 10.3390/s120101052</identifier><identifier>PMID: 22368511</identifier><language>eng</language><publisher>Switzerland: MDPI AG</publisher><subject><![CDATA[3D reconstruction ; Capsicum - anatomy & histology ; Capsicum - growth & development ; Chlorophyll ; Chlorophyll - metabolism ; chlorophyll fluorescence imaging ; coded light ; Imaging, Three-Dimensional - methods ; leaf angle ; leaf area ; Leaves ; Light emitting diodes ; Methods ; Phaseolus - anatomy & histology ; Phaseolus - growth & development ; Plant growth ; Plant Leaves - anatomy & histology ; Plant Leaves - growth & development ; Plant sciences ; Reproducibility of Results ; Sensors ; Spectrometry, Fluorescence ; Stress, Physiological]]></subject><ispartof>Sensors (Basel, Switzerland), 2012-01, Vol.12 (1), p.1052-1071</ispartof><rights>Copyright MDPI AG 2012</rights><rights>2012 by the authors; licensee MDPI, Basel, Switzerland 2012</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c471t-1be5c2c535339a46e9a51829f803f743998f27f8f824e0bb000feeffba6a549c3</citedby><cites>FETCH-LOGICAL-c471t-1be5c2c535339a46e9a51829f803f743998f27f8f824e0bb000feeffba6a549c3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/1537552551/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/1537552551?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,25732,27903,27904,36991,36992,44569,53769,53771,74872</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/22368511$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Bellasio, Chandra</creatorcontrib><creatorcontrib>Olejníčková, Julie</creatorcontrib><creatorcontrib>Tesař, Radek</creatorcontrib><creatorcontrib>Sebela, David</creatorcontrib><creatorcontrib>Nedbal, Ladislav</creatorcontrib><title>Computer reconstruction of plant growth and chlorophyll fluorescence emission in three spatial dimensions</title><title>Sensors (Basel, Switzerland)</title><addtitle>Sensors (Basel)</addtitle><description>Plant leaves grow and change their orientation as well their emission of chlorophyll fluorescence in time. All these dynamic plant properties can be semi-automatically monitored by a 3D imaging system that generates plant models by the method of coded light illumination, fluorescence imaging and computer 3D reconstruction. Here, we describe the essentials of the method, as well as the system hardware. We show that the technique can reconstruct, with a high fidelity, the leaf size, the leaf angle and the plant height. The method fails with wilted plants when leaves overlap obscuring their true area. This effect, naturally, also interferes when the method is applied to measure plant growth under water stress. The method is, however, very potent in capturing the plant dynamics under mild stress and without stress. The 3D reconstruction is also highly effective in correcting geometrical factors that distort measurements of chlorophyll fluorescence emission of naturally positioned plant leaves.</description><subject>3D reconstruction</subject><subject>Capsicum - anatomy & histology</subject><subject>Capsicum - growth & development</subject><subject>Chlorophyll</subject><subject>Chlorophyll - metabolism</subject><subject>chlorophyll fluorescence imaging</subject><subject>coded light</subject><subject>Imaging, Three-Dimensional - methods</subject><subject>leaf angle</subject><subject>leaf area</subject><subject>Leaves</subject><subject>Light emitting diodes</subject><subject>Methods</subject><subject>Phaseolus - anatomy & histology</subject><subject>Phaseolus - growth & development</subject><subject>Plant growth</subject><subject>Plant Leaves - anatomy & histology</subject><subject>Plant Leaves - growth & development</subject><subject>Plant sciences</subject><subject>Reproducibility of Results</subject><subject>Sensors</subject><subject>Spectrometry, Fluorescence</subject><subject>Stress, Physiological</subject><issn>1424-8220</issn><issn>1424-8220</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2012</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNpdkkuPFCEQgInRuOvqxR9gSDyYmIzyaKbhYmImPjbZxIueCU0X00xoaIFes_9exlnXXcMBQn18qSoKoZeUvONckfeFMkLbEuwROqcd6zaSMfL43vkMPSvlQAjjnMun6IwxvpWC0nPkd2le1goZZ7AplppXW32KODm8BBMr3uf0q07YxBHbKaSclukmBOzCmjIUC9EChtmXcnzlI65TBsBlMdWbgEc_QzyGynP0xJlQ4MXtfoF-fP70ffd1c_Xty-Xu49XGdj2tGzqAsMwKLlptptuCMoJKppwk3PUdV0o61jvpJOuADAMhxAE4N5itEZ2y_AJdnrxjMge9ZD-bfKOT8frPRcp7bXL1NoC2ilquxsGORnXD2EvlRsqJIhScoJw114eTa1mHGcZWbM0mPJA-jEQ_6X261pz1ignRBG9uBTn9XKFU3TplIbTOQlqLVowrwSU7kq__Iw9pzbF1SlPBeyGajjbq7YmyOZWSwd3lQok-DoP-NwwNfnU_-zv07-_z3xVqsWQ</recordid><startdate>20120101</startdate><enddate>20120101</enddate><creator>Bellasio, Chandra</creator><creator>Olejníčková, Julie</creator><creator>Tesař, Radek</creator><creator>Sebela, David</creator><creator>Nedbal, Ladislav</creator><general>MDPI AG</general><general>Molecular Diversity Preservation International (MDPI)</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20120101</creationdate><title>Computer reconstruction of plant growth and chlorophyll fluorescence emission in three spatial dimensions</title><author>Bellasio, Chandra ; 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All these dynamic plant properties can be semi-automatically monitored by a 3D imaging system that generates plant models by the method of coded light illumination, fluorescence imaging and computer 3D reconstruction. Here, we describe the essentials of the method, as well as the system hardware. We show that the technique can reconstruct, with a high fidelity, the leaf size, the leaf angle and the plant height. The method fails with wilted plants when leaves overlap obscuring their true area. This effect, naturally, also interferes when the method is applied to measure plant growth under water stress. The method is, however, very potent in capturing the plant dynamics under mild stress and without stress. 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subjects | 3D reconstruction Capsicum - anatomy & histology Capsicum - growth & development Chlorophyll Chlorophyll - metabolism chlorophyll fluorescence imaging coded light Imaging, Three-Dimensional - methods leaf angle leaf area Leaves Light emitting diodes Methods Phaseolus - anatomy & histology Phaseolus - growth & development Plant growth Plant Leaves - anatomy & histology Plant Leaves - growth & development Plant sciences Reproducibility of Results Sensors Spectrometry, Fluorescence Stress, Physiological |
title | Computer reconstruction of plant growth and chlorophyll fluorescence emission in three spatial dimensions |
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