Advanced imaging techniques for the study of plant growth and development
•Integration of imaging tools with genome-wide approaches and modeling.•Quantitative measurements to describe biological systems at cellular resolution over time.•Recent developments in the field of imaging.•Vision-based methods (2D high-throughput and non-destructive methods). A variety of imaging...
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| Veröffentlicht in: | Trends in plant science 2014-05, Vol.19 (5), p.304-310 |
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| container_title | Trends in plant science |
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| creator | Sozzani, Rosangela Busch, Wolfgang Spalding, Edgar P. Benfey, Philip N. |
| description | •Integration of imaging tools with genome-wide approaches and modeling.•Quantitative measurements to describe biological systems at cellular resolution over time.•Recent developments in the field of imaging.•Vision-based methods (2D high-throughput and non-destructive methods).
A variety of imaging methodologies are being used to collect data for quantitative studies of plant growth and development from living plants. Multi-level data, from macroscopic to molecular, and from weeks to seconds, can be acquired. Furthermore, advances in parallelized and automated image acquisition enable the throughput to capture images from large populations of plants under specific growth conditions. Image-processing capabilities allow for 3D or 4D reconstruction of image data and automated quantification of biological features. These advances facilitate the integration of imaging data with genome-wide molecular data to enable systems-level modeling. |
| doi_str_mv | 10.1016/j.tplants.2013.12.003 |
| format | Article |
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A variety of imaging methodologies are being used to collect data for quantitative studies of plant growth and development from living plants. Multi-level data, from macroscopic to molecular, and from weeks to seconds, can be acquired. Furthermore, advances in parallelized and automated image acquisition enable the throughput to capture images from large populations of plants under specific growth conditions. Image-processing capabilities allow for 3D or 4D reconstruction of image data and automated quantification of biological features. These advances facilitate the integration of imaging data with genome-wide molecular data to enable systems-level modeling.</description><subject>growth and development</subject><subject>image analysis</subject><subject>Image Processing, Computer-Assisted - methods</subject><subject>imaging techniques</subject><subject>Models, Biological</subject><subject>Phenotype</subject><subject>Plant Development</subject><subject>plant growth</subject><subject>plant growth and development</subject><subject>Plants - genetics</subject><subject>Systems Biology</subject><subject>systems-level modeling</subject><subject>Time Factors</subject><issn>1360-1385</issn><issn>1878-4372</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkU1vEzEQhlcIREvhJ4B85LLLeP19AVUVH5UqcYGztWvPJo6SdbCdVP33eEmo4NSTR_I78847T9O8pdBRoPLDpiv77TCX3PVAWUf7DoA9ay6pVrrlTPXPa80ktJRpcdG8ynkDAIpq-bK56DlnHJi8bG6v_XGYHXoSdsMqzCtS0K3n8OuAmUwxkbJGksvBP5A4kT-OZJXifVmTYfbE4xG3cb_DubxuXkzDNuOb83vV_Pzy-cfNt_bu-9fbm-u71gmA0koGE_NGeDlyxyk1kwKBYPzIp4HpXhs64KSVoJKOaIxWjhth-tGgkkpIdtV8PM3dH8Ydelet07C1-1QDpAcbh2D__5nD2q7i0XIArUDVAe_PA1JcYha7C9nhtmbDeMi2r3eiWlSzJ6VUsN5wreWyljhJXYo5J5weN6JgF2J2Y8_E7ELM0t5WYrXv3b9xHrv-IqqCTycB1qMeAyabXcAFWUjoivUxPGHxG_gVqn0</recordid><startdate>20140501</startdate><enddate>20140501</enddate><creator>Sozzani, Rosangela</creator><creator>Busch, Wolfgang</creator><creator>Spalding, Edgar P.</creator><creator>Benfey, Philip N.</creator><general>Elsevier Ltd</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>7X8</scope><scope>7S9</scope><scope>L.6</scope><scope>5PM</scope></search><sort><creationdate>20140501</creationdate><title>Advanced imaging techniques for the study of plant growth and development</title><author>Sozzani, Rosangela ; Busch, Wolfgang ; Spalding, Edgar P. ; Benfey, Philip N.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c500t-630f3d95d6b4c4119f705e09db4fa382891aef875161be9987c49592b9e767563</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>growth and development</topic><topic>image analysis</topic><topic>Image Processing, Computer-Assisted - methods</topic><topic>imaging techniques</topic><topic>Models, Biological</topic><topic>Phenotype</topic><topic>Plant Development</topic><topic>plant growth</topic><topic>plant growth and development</topic><topic>Plants - genetics</topic><topic>Systems Biology</topic><topic>systems-level modeling</topic><topic>Time Factors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Sozzani, Rosangela</creatorcontrib><creatorcontrib>Busch, Wolfgang</creatorcontrib><creatorcontrib>Spalding, Edgar P.</creatorcontrib><creatorcontrib>Benfey, Philip N.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>AGRICOLA</collection><collection>AGRICOLA - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Trends in plant science</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Sozzani, Rosangela</au><au>Busch, Wolfgang</au><au>Spalding, Edgar P.</au><au>Benfey, Philip N.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Advanced imaging techniques for the study of plant growth and development</atitle><jtitle>Trends in plant science</jtitle><addtitle>Trends Plant Sci</addtitle><date>2014-05-01</date><risdate>2014</risdate><volume>19</volume><issue>5</issue><spage>304</spage><epage>310</epage><pages>304-310</pages><issn>1360-1385</issn><eissn>1878-4372</eissn><abstract>•Integration of imaging tools with genome-wide approaches and modeling.•Quantitative measurements to describe biological systems at cellular resolution over time.•Recent developments in the field of imaging.•Vision-based methods (2D high-throughput and non-destructive methods).
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| identifier | ISSN: 1360-1385 |
| ispartof | Trends in plant science, 2014-05, Vol.19 (5), p.304-310 |
| issn | 1360-1385 1878-4372 |
| language | eng |
| recordid | cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_4008707 |
| source | MEDLINE; Elsevier ScienceDirect Journals |
| subjects | growth and development image analysis Image Processing, Computer-Assisted - methods imaging techniques Models, Biological Phenotype Plant Development plant growth plant growth and development Plants - genetics Systems Biology systems-level modeling Time Factors |
| title | Advanced imaging techniques for the study of plant growth and development |
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