000874225 001__ 874225 000874225 005__ 20210304134008.0 000874225 0247_ $$2doi$$a10.1146/annurev-arplant-042916-041124 000874225 0247_ $$2ISSN$$a0066-4294 000874225 0247_ $$2ISSN$$a1040-2519 000874225 0247_ $$2ISSN$$a1543-5008 000874225 0247_ $$2ISSN$$a1545-2123 000874225 0247_ $$2ISSN$$a2331-0960 000874225 0247_ $$2ISSN$$a2331-1002 000874225 0247_ $$2altmetric$$aaltmetric:77117054 000874225 0247_ $$2pmid$$apmid:32097567 000874225 0247_ $$2WOS$$aWOS:000614648400025 000874225 037__ $$aFZJ-2020-01318 000874225 041__ $$aEnglish 000874225 082__ $$a050 000874225 1001_ $$0P:(DE-Juel1)166460$$aWatt, Michelle$$b0$$ufzj 000874225 245__ $$aPhenotyping: New Windows into the Plant for Breeders 000874225 260__ $$aPalo Alto, Calif.$$bAnnual Reviews Inc.$$c2020 000874225 3367_ $$2DRIVER$$aarticle 000874225 3367_ $$2DataCite$$aOutput Types/Journal article 000874225 3367_ $$0PUB:(DE-HGF)16$$2PUB:(DE-HGF)$$aJournal Article$$bjournal$$mjournal$$s1585063253_4277 000874225 3367_ $$2BibTeX$$aARTICLE 000874225 3367_ $$2ORCID$$aJOURNAL_ARTICLE 000874225 3367_ $$00$$2EndNote$$aJournal Article 000874225 520__ $$aPlant phenotyping enables noninvasive quantification of plant structure andfunction and interactions with environments. High-capacity phenotypingreaches hitherto inaccessible phenotypic characteristics. Diverse, challenging,and valuable applications of phenotyping have originated among scientists,prebreeders, and breeders as they study the phenotypic diversity of geneticresources and apply increasingly complex traits to crop improvement.Noninvasive technologies are used to analyze experimental and breedingpopulations.We cover the most recent research in controlled-environmentand field phenotyping for seed, shoot, and root traits. Select field phenotypingtechnologies have become state of the art and show promise for speedingup the breeding process in early generations.We highlight the technologiesbehind the rapid advances in proximal and remote sensing of plants in fields.We conclude by discussing the new disciplines working with the phenotypingcommunity: data science, to address the challenge of generating FAIR(findable, accessible, interoperable, and reusable) data, and robotics, to applyphenotyping directly on farms. 000874225 536__ $$0G:(DE-HGF)POF3-582$$a582 - Plant Science (POF3-582)$$cPOF3-582$$fPOF III$$x0 000874225 536__ $$0G:(DE-Juel1)BMBF-031A053A$$aDPPN - Deutsches Pflanzen Phänotypisierungsnetzwerk (BMBF-031A053A)$$cBMBF-031A053A$$fDeutsches Pflanzen Phänotypisierungsnetzwerk$$x1 000874225 536__ $$0G:(EU-Grant)284443$$aEPPN - European Plant Phenotyping Network (284443)$$c284443$$fFP7-INFRASTRUCTURES-2011-1$$x2 000874225 536__ $$0G:(EU-Grant)739514$$aEMPHASIS-PREP - Preparation for EMPHASIS: European Infrastructure for multi-scale Plant Phenomics and Simulation for food security in a changing climate (739514)$$c739514$$fH2020-INFRADEV-2016-2$$x3 000874225 588__ $$aDataset connected to CrossRef 000874225 7001_ $$0P:(DE-Juel1)143649$$aFiorani, Fabio$$b1$$ufzj 000874225 7001_ $$0P:(DE-Juel1)145719$$aUsadel, Björn$$b2$$ufzj 000874225 7001_ $$0P:(DE-Juel1)129388$$aRascher, Uwe$$b3$$ufzj 000874225 7001_ $$0P:(DE-Juel1)161185$$aMuller, Onno$$b4$$ufzj 000874225 7001_ $$0P:(DE-Juel1)129402$$aSchurr, Ulrich$$b5$$eCorresponding author$$ufzj 000874225 773__ $$0PERI:(DE-600)2098209-4$$a10.1146/annurev-arplant-042916-041124$$gVol. 71, no. 1, p. annurev-arplant-042916-041124$$n1$$p $$tAnnual review of plant biology$$v71$$x1545-2123$$y2020 000874225 8564_ $$uhttps://juser.fz-juelich.de/record/874225/files/annurev-arplant-042916-041124.pdf$$yRestricted 000874225 8564_ $$uhttps://juser.fz-juelich.de/record/874225/files/annurev-arplant-042916-041124.pdf?subformat=pdfa$$xpdfa$$yRestricted 000874225 909CO $$ooai:juser.fz-juelich.de:874225$$pec_fundedresources$$pVDB$$popenaire 000874225 9101_ $$0I:(DE-588b)5008462-8$$6P:(DE-Juel1)166460$$aForschungszentrum Jülich$$b0$$kFZJ 000874225 9101_ $$0I:(DE-588b)5008462-8$$6P:(DE-Juel1)143649$$aForschungszentrum Jülich$$b1$$kFZJ 000874225 9101_ $$0I:(DE-588b)5008462-8$$6P:(DE-Juel1)145719$$aForschungszentrum Jülich$$b2$$kFZJ 000874225 9101_ $$0I:(DE-588b)5008462-8$$6P:(DE-Juel1)129388$$aForschungszentrum Jülich$$b3$$kFZJ 000874225 9101_ $$0I:(DE-588b)5008462-8$$6P:(DE-Juel1)161185$$aForschungszentrum Jülich$$b4$$kFZJ 000874225 9101_ $$0I:(DE-588b)5008462-8$$6P:(DE-Juel1)129402$$aForschungszentrum Jülich$$b5$$kFZJ 000874225 9131_ $$0G:(DE-HGF)POF3-582$$1G:(DE-HGF)POF3-580$$2G:(DE-HGF)POF3-500$$3G:(DE-HGF)POF3$$4G:(DE-HGF)POF$$aDE-HGF$$bKey Technologies$$lKey Technologies for the Bioeconomy$$vPlant Science$$x0 000874225 9141_ $$y2020 000874225 915__ $$0StatID:(DE-HGF)0400$$2StatID$$aAllianz-Lizenz / DFG 000874225 915__ $$0StatID:(DE-HGF)0420$$2StatID$$aNationallizenz 000874225 915__ $$0StatID:(DE-HGF)0200$$2StatID$$aDBCoverage$$bSCOPUS 000874225 915__ $$0StatID:(DE-HGF)0300$$2StatID$$aDBCoverage$$bMedline 000874225 915__ $$0StatID:(DE-HGF)0310$$2StatID$$aDBCoverage$$bNCBI Molecular Biology Database 000874225 915__ $$0StatID:(DE-HGF)0600$$2StatID$$aDBCoverage$$bEbsco Academic Search 000874225 915__ $$0StatID:(DE-HGF)0030$$2StatID$$aPeer Review$$bASC 000874225 915__ $$0StatID:(DE-HGF)0199$$2StatID$$aDBCoverage$$bClarivate Analytics Master Journal List 000874225 915__ $$0StatID:(DE-HGF)0110$$2StatID$$aWoS$$bScience Citation Index 000874225 915__ $$0StatID:(DE-HGF)0150$$2StatID$$aDBCoverage$$bWeb of Science Core Collection 000874225 915__ $$0StatID:(DE-HGF)0111$$2StatID$$aWoS$$bScience Citation Index Expanded 000874225 915__ $$0StatID:(DE-HGF)1050$$2StatID$$aDBCoverage$$bBIOSIS Previews 000874225 915__ $$0StatID:(DE-HGF)1120$$2StatID$$aDBCoverage$$bBIOSIS Reviews Reports And Meetings 000874225 915__ $$0StatID:(DE-HGF)0100$$2StatID$$aJCR$$bANNU REV PLANT BIOL : 2017 000874225 915__ $$0StatID:(DE-HGF)9915$$2StatID$$aIF >= 15$$bANNU REV PLANT BIOL : 2017 000874225 920__ $$lyes 000874225 9201_ $$0I:(DE-Juel1)IBG-2-20101118$$kIBG-2$$lPflanzenwissenschaften$$x0 000874225 980__ $$ajournal 000874225 980__ $$aVDB 000874225 980__ $$aI:(DE-Juel1)IBG-2-20101118 000874225 980__ $$aUNRESTRICTED