메뉴 건너뛰기




Volumn 18, Issue 8, 2013, Pages 428-439

Cell to whole-plant phenotyping: The best is yet to come

Author keywords

Image processing; Non invasive sensor; Physiology; Plant growth; Plant phenomics

Indexed keywords

ANATOMY AND HISTOLOGY; CLASSIFICATION; COMPUTER PROGRAM; IMAGE PROCESSING; PHENOTYPE; PLANT; PLANT CELL; PLANT PHYSIOLOGY; PROCEDURES;

EID: 84893401756     PISSN: 13601385     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.tplants.2013.04.008     Document Type: Review
Times cited : (269)

References (130)
  • 1
    • 78549246207 scopus 로고    scopus 로고
    • Phenomics: the next challenge
    • Houle D., et al. Phenomics: the next challenge. Nat. Rev. Genet. 2010, 11:855-866.
    • (2010) Nat. Rev. Genet. , vol.11 , pp. 855-866
    • Houle, D.1
  • 2
    • 68249119001 scopus 로고    scopus 로고
    • Multi-scale phenotyping of leaf expansion in response to environmental changes: the whole is more than the sum of parts
    • Granier C., Tardieu F. Multi-scale phenotyping of leaf expansion in response to environmental changes: the whole is more than the sum of parts. Plant Cell Environ. 2009, 32:1175-1184.
    • (2009) Plant Cell Environ. , vol.32 , pp. 1175-1184
    • Granier, C.1    Tardieu, F.2
  • 3
    • 83055180602 scopus 로고    scopus 로고
    • Phenomics - technologies to relieve the phenotyping bottleneck
    • Furbank R.T., Tester M. Phenomics - technologies to relieve the phenotyping bottleneck. Trends Plant Sci. 2011, 16:635-644.
    • (2011) Trends Plant Sci. , vol.16 , pp. 635-644
    • Furbank, R.T.1    Tester, M.2
  • 4
    • 67651097787 scopus 로고    scopus 로고
    • Phenome analysis in plant species using loss-of-function and gain-of-function mutants
    • Kuromori T., et al. Phenome analysis in plant species using loss-of-function and gain-of-function mutants. Plant Cell Physiol. 2009, 50:1215-1231.
    • (2009) Plant Cell Physiol. , vol.50 , pp. 1215-1231
    • Kuromori, T.1
  • 5
    • 84870835894 scopus 로고    scopus 로고
    • SmartGrain: high-throughput phenotyping software for measuring seed shape through image analysis
    • Tanabata T., et al. SmartGrain: high-throughput phenotyping software for measuring seed shape through image analysis. Plant Physiol. 2012, 160:1871-1880.
    • (2012) Plant Physiol. , vol.160 , pp. 1871-1880
    • Tanabata, T.1
  • 6
    • 84861000875 scopus 로고    scopus 로고
    • Acceleration of CT reconstruction for wheat tiller inspection based on adaptive minimum enclosing rectangle
    • Jiang N., et al. Acceleration of CT reconstruction for wheat tiller inspection based on adaptive minimum enclosing rectangle. Comput. Electron. Agric. 2012, 85:123-133.
    • (2012) Comput. Electron. Agric. , vol.85 , pp. 123-133
    • Jiang, N.1
  • 7
    • 84883154851 scopus 로고    scopus 로고
    • Mapping quantitative trait loci affecting Arabidopsis thaliana seed morphology features extracted computationally from images
    • Moore C.R., et al. Mapping quantitative trait loci affecting Arabidopsis thaliana seed morphology features extracted computationally from images. G3 (Bethesda) 2013, 3:109-118.
    • (2013) G3 (Bethesda) , vol.3 , pp. 109-118
    • Moore, C.R.1
  • 8
    • 34250674425 scopus 로고    scopus 로고
    • Cold nights impair leaf growth and cell cycle progression in maize through transcriptional changes of cell cycle genes
    • Rymen B., et al. Cold nights impair leaf growth and cell cycle progression in maize through transcriptional changes of cell cycle genes. Plant Physiol. 2007, 143:1429-1438.
    • (2007) Plant Physiol. , vol.143 , pp. 1429-1438
    • Rymen, B.1
  • 9
    • 33846079112 scopus 로고    scopus 로고
    • Leaf growth rate per unit thermal time follows QTL-dependent daily patterns in hundreds of maize lines under naturally fluctuating conditions
    • Sadok W., et al. Leaf growth rate per unit thermal time follows QTL-dependent daily patterns in hundreds of maize lines under naturally fluctuating conditions. Plant Cell Environ. 2007, 30:135-146.
    • (2007) Plant Cell Environ. , vol.30 , pp. 135-146
    • Sadok, W.1
  • 10
    • 76749109506 scopus 로고    scopus 로고
    • Breeding technologies to increase crop production in a changing world
    • Tester M., Langridge P. Breeding technologies to increase crop production in a changing world. Science 2010, 327:818-822.
    • (2010) Science , vol.327 , pp. 818-822
    • Tester, M.1    Langridge, P.2
  • 11
    • 33947418028 scopus 로고    scopus 로고
    • Dynamics of seedling growth acclimation towards altered light conditions can be quantified via GROWSCREEN: a setup and procedure designed for rapid optical phenotyping of different plant species
    • Walter A., et al. Dynamics of seedling growth acclimation towards altered light conditions can be quantified via GROWSCREEN: a setup and procedure designed for rapid optical phenotyping of different plant species. New Phytol. 2007, 174:447-455.
    • (2007) New Phytol. , vol.174 , pp. 447-455
    • Walter, A.1
  • 12
    • 79960559167 scopus 로고    scopus 로고
    • A growth phenotyping pipeline for Arabidopsis thaliana integrating image analysis and rosette area modeling for robust quantification of genotype effects
    • Arvidsson S., et al. A growth phenotyping pipeline for Arabidopsis thaliana integrating image analysis and rosette area modeling for robust quantification of genotype effects. New Phytol. 2011, 191:895-907.
    • (2011) New Phytol. , vol.191 , pp. 895-907
    • Arvidsson, S.1
  • 13
    • 84868329144 scopus 로고    scopus 로고
    • Rosette tracker: an open source image analysis tool for automatic quantification of genotype effects
    • De Vylder J., et al. Rosette tracker: an open source image analysis tool for automatic quantification of genotype effects. Plant Physiol. 2012, 160:1149-1159.
    • (2012) Plant Physiol. , vol.160 , pp. 1149-1159
    • De Vylder, J.1
  • 14
    • 0032834515 scopus 로고    scopus 로고
    • Large-scale evaluation of plant growth in Arabidopsis thaliana by non-invasive image analysis
    • Leister D., et al. Large-scale evaluation of plant growth in Arabidopsis thaliana by non-invasive image analysis. Plant Physiol. Biochem. 1999, 37:671-678.
    • (1999) Plant Physiol. Biochem. , vol.37 , pp. 671-678
    • Leister, D.1
  • 15
    • 79955684378 scopus 로고    scopus 로고
    • PHENOPSIS DB: an information system for Arabidopsis thaliana phenotypic data in an environmental context
    • Fabre J., et al. PHENOPSIS DB: an information system for Arabidopsis thaliana phenotypic data in an environmental context. BMC Plant Biol. 2011, 11:77.
    • (2011) BMC Plant Biol. , vol.11 , pp. 77
    • Fabre, J.1
  • 16
    • 79952383541 scopus 로고    scopus 로고
    • Survival and growth of Arabidopsis plants given limited water are not equal
    • Skirycz A., et al. Survival and growth of Arabidopsis plants given limited water are not equal. Nat. Biotechnol. 2011, 29:212-214.
    • (2011) Nat. Biotechnol. , vol.29 , pp. 212-214
    • Skirycz, A.1
  • 17
    • 84868704489 scopus 로고    scopus 로고
    • GROWSCREEN-Rhizo is a novel phenotyping robot enabling simultaneous measurements of root and shoot growth for plants grown in soil-filled rhizotrons
    • Nagel K.A., et al. GROWSCREEN-Rhizo is a novel phenotyping robot enabling simultaneous measurements of root and shoot growth for plants grown in soil-filled rhizotrons. Funct. Plant Biol. 2012, 39:891-904.
    • (2012) Funct. Plant Biol. , vol.39 , pp. 891-904
    • Nagel, K.A.1
  • 18
    • 79351470088 scopus 로고    scopus 로고
    • Accurate inference of shoot biomass from high-throughput images of cereal plants
    • Golzarian M.R., et al. Accurate inference of shoot biomass from high-throughput images of cereal plants. Plant Methods 2011, 7:2.
    • (2011) Plant Methods , vol.7 , pp. 2
    • Golzarian, M.R.1
  • 19
    • 33645051449 scopus 로고    scopus 로고
    • PHENOPSIS, an automated platform for reproducible phenotyping of plant responses to soil water deficit in Arabidopsis thaliana permitted the identification of an accession with low sensitivity to soil water deficit
    • Granier C., et al. PHENOPSIS, an automated platform for reproducible phenotyping of plant responses to soil water deficit in Arabidopsis thaliana permitted the identification of an accession with low sensitivity to soil water deficit. New Phytol. 2006, 169:623-635.
    • (2006) New Phytol. , vol.169 , pp. 623-635
    • Granier, C.1
  • 20
    • 84868698984 scopus 로고    scopus 로고
    • GlyPh: a low-cost platform for phenotyping plant growth and water use
    • Pereyra-Irujo G.A., et al. GlyPh: a low-cost platform for phenotyping plant growth and water use. Funct. Plant Biol. 2012, 39:905-913.
    • (2012) Funct. Plant Biol. , vol.39 , pp. 905-913
    • Pereyra-Irujo, G.A.1
  • 21
    • 79952816408 scopus 로고    scopus 로고
    • TraitMill: a discovery engine for identifying yield-enhancement genes in cereals
    • Reuzeau C., et al. TraitMill: a discovery engine for identifying yield-enhancement genes in cereals. Mol. Plant Breed. 2005, 3:753-759.
    • (2005) Mol. Plant Breed. , vol.3 , pp. 753-759
    • Reuzeau, C.1
  • 22
    • 79955830859 scopus 로고    scopus 로고
    • HTPheno: an image analysis pipeline for high-throughput plant phenotyping
    • Hartmann A., et al. HTPheno: an image analysis pipeline for high-throughput plant phenotyping. BMC Bioinformatics 2011, 12:148.
    • (2011) BMC Bioinformatics , vol.12 , pp. 148
    • Hartmann, A.1
  • 23
    • 34547673437 scopus 로고    scopus 로고
    • Computer-vision analysis of seedling responses to light and gravity
    • Miller N.D., et al. Computer-vision analysis of seedling responses to light and gravity. Plant J. 2007, 52:374-381.
    • (2007) Plant J. , vol.52 , pp. 374-381
    • Miller, N.D.1
  • 24
    • 65249097704 scopus 로고    scopus 로고
    • HYPOTrace: image analysis software for measuring hypocotyl growth and shape demonstrated on Arabidopsis seedlings undergoing photomorphogenesis
    • Wang L., et al. HYPOTrace: image analysis software for measuring hypocotyl growth and shape demonstrated on Arabidopsis seedlings undergoing photomorphogenesis. Plant Physiol. 2009, 149:1632-1637.
    • (2009) Plant Physiol. , vol.149 , pp. 1632-1637
    • Wang, L.1
  • 25
    • 79953009784 scopus 로고    scopus 로고
    • Automated analysis of hypocotyl growth dynamics during shade avoidance in Arabidopsis
    • Cole B., et al. Automated analysis of hypocotyl growth dynamics during shade avoidance in Arabidopsis. Plant J. 2011, 65:991-1000.
    • (2011) Plant J. , vol.65 , pp. 991-1000
    • Cole, B.1
  • 26
    • 61349084770 scopus 로고    scopus 로고
    • EZ-RHIZO: integrated software for the fast and accurate measurement of root system architecture
    • Armengaud P., et al. EZ-RHIZO: integrated software for the fast and accurate measurement of root system architecture. Plant J. 2009, 57:945-956.
    • (2009) Plant J. , vol.57 , pp. 945-956
    • Armengaud, P.1
  • 27
    • 71249134429 scopus 로고    scopus 로고
    • Growth of axile and lateral roots of maize: I development of a phenotying platform
    • Hund A., et al. Growth of axile and lateral roots of maize: I development of a phenotying platform. Plant Soil 2009, 325:335-349.
    • (2009) Plant Soil , vol.325 , pp. 335-349
    • Hund, A.1
  • 28
    • 80052424959 scopus 로고    scopus 로고
    • A novel image-analysis toolbox enabling quantitative analysis of root system architecture
    • Lobet G., et al. A novel image-analysis toolbox enabling quantitative analysis of root system architecture. Plant Physiol. 2011, 157:29-39.
    • (2011) Plant Physiol. , vol.157 , pp. 29-39
    • Lobet, G.1
  • 29
    • 84871920495 scopus 로고    scopus 로고
    • High-throughput two-dimensional root system phenotyping platform facilitates genetic analysis of root growth and development
    • Clark R.T., et al. High-throughput two-dimensional root system phenotyping platform facilitates genetic analysis of root growth and development. Plant Cell Environ. 2013, 36:454-466.
    • (2013) Plant Cell Environ. , vol.36 , pp. 454-466
    • Clark, R.T.1
  • 30
    • 77949519597 scopus 로고    scopus 로고
    • Imaging and analysis platform for automatic phenotyping and trait ranking of plant root systems
    • Iyer-Pascuzzi A.S., et al. Imaging and analysis platform for automatic phenotyping and trait ranking of plant root systems. Plant Physiol. 2010, 152:1148-1157.
    • (2010) Plant Physiol. , vol.152 , pp. 1148-1157
    • Iyer-Pascuzzi, A.S.1
  • 31
    • 84864146481 scopus 로고    scopus 로고
    • GiA Roots: software for the high throughput analysis of plant root system architecture
    • Galkovskyi T., et al. GiA Roots: software for the high throughput analysis of plant root system architecture. BMC Plant Biol. 2012, 12:116.
    • (2012) BMC Plant Biol. , vol.12 , pp. 116
    • Galkovskyi, T.1
  • 32
    • 79958074246 scopus 로고    scopus 로고
    • Three-dimensional root phenotyping with a novel imaging and software platform
    • Clark R.T., et al. Three-dimensional root phenotyping with a novel imaging and software platform. Plant Physiol. 2011, 156:455-465.
    • (2011) Plant Physiol. , vol.156 , pp. 455-465
    • Clark, R.T.1
  • 33
    • 84863609047 scopus 로고    scopus 로고
    • Genetic control of nodal root angle in sorghum and its implications on water extraction
    • Singh V., et al. Genetic control of nodal root angle in sorghum and its implications on water extraction. Eur. J. Agron. 2012, 42:3-10.
    • (2012) Eur. J. Agron. , vol.42 , pp. 3-10
    • Singh, V.1
  • 34
    • 70449686674 scopus 로고    scopus 로고
    • Simultaneous phenotyping of leaf growth and chlorophyll fluorescence via GROWSCREEN FLUORO allows detection of stress tolerance in Arabidopsis thaliana and other rosette plants
    • Jansen M., et al. Simultaneous phenotyping of leaf growth and chlorophyll fluorescence via GROWSCREEN FLUORO allows detection of stress tolerance in Arabidopsis thaliana and other rosette plants. Funct. Plant Biol. 2009, 36:902-914.
    • (2009) Funct. Plant Biol. , vol.36 , pp. 902-914
    • Jansen, M.1
  • 35
    • 80855132593 scopus 로고    scopus 로고
    • Whole organ, venation and epidermal cell morphological variations are correlated in the leaves of Arabidopsis mutants
    • Pérez-Pérez J.M., et al. Whole organ, venation and epidermal cell morphological variations are correlated in the leaves of Arabidopsis mutants. Plant Cell Environ. 2011, 34:2200-2211.
    • (2011) Plant Cell Environ. , vol.34 , pp. 2200-2211
    • Pérez-Pérez, J.M.1
  • 36
    • 84870244577 scopus 로고    scopus 로고
    • An ontology-centric architecture for extensible scientific data management systems
    • Li Y-F., et al. An ontology-centric architecture for extensible scientific data management systems. Future Gener. Comp. Syst. 2013, 29:641-653.
    • (2013) Future Gener. Comp. Syst. , vol.29 , pp. 641-653
    • Li, Y.-F.1
  • 37
    • 68249116837 scopus 로고    scopus 로고
    • Xeml Lab: a tool that supports the design of experiments at a graphical interface and generates computer-readable metadata files, which capture information about genotypes, growth conditions, environmental perturbations and sampling strategy
    • Hannemann J., et al. Xeml Lab: a tool that supports the design of experiments at a graphical interface and generates computer-readable metadata files, which capture information about genotypes, growth conditions, environmental perturbations and sampling strategy. Plant Cell Environ. 2009, 32:1185-1200.
    • (2009) Plant Cell Environ. , vol.32 , pp. 1185-1200
    • Hannemann, J.1
  • 38
    • 84868696708 scopus 로고    scopus 로고
    • The art of growing plants for experimental purposes: a practical guide for the plant biologist
    • Poorter H., et al. The art of growing plants for experimental purposes: a practical guide for the plant biologist. Funct. Plant Biol. 2012, 39:821-838.
    • (2012) Funct. Plant Biol. , vol.39 , pp. 821-838
    • Poorter, H.1
  • 39
    • 77953008254 scopus 로고    scopus 로고
    • Why work and discuss the basic principles of plant modelling 50 years after the first plant models?
    • Tardieu F. Why work and discuss the basic principles of plant modelling 50 years after the first plant models?. J. Exp. Bot. 2010, 61:2039-2041.
    • (2010) J. Exp. Bot. , vol.61 , pp. 2039-2041
    • Tardieu, F.1
  • 40
    • 84858593012 scopus 로고    scopus 로고
    • The iPlant collaborative: cyberinfrastructure for plant biology
    • Goff S.A., et al. The iPlant collaborative: cyberinfrastructure for plant biology. Front. Plant Sci. 2011, 2:34.
    • (2011) Front. Plant Sci. , vol.2 , pp. 34
    • Goff, S.A.1
  • 41
    • 34250678521 scopus 로고    scopus 로고
    • Analysis of leaf development in fugu mutants of Arabidopsis reveals three compensation modes that modulate cell expansion in determinate organs
    • Ferjani A., et al. Analysis of leaf development in fugu mutants of Arabidopsis reveals three compensation modes that modulate cell expansion in determinate organs. Plant Physiol. 2007, 144:988-999.
    • (2007) Plant Physiol. , vol.144 , pp. 988-999
    • Ferjani, A.1
  • 42
    • 34249940697 scopus 로고    scopus 로고
    • Day length affects the dynamics of leaf expansion and cellular development in Arabidopsis thaliana partially through floral transition timing
    • Cookson S.J., et al. Day length affects the dynamics of leaf expansion and cellular development in Arabidopsis thaliana partially through floral transition timing. Ann. Bot. 2007, 99:703-711.
    • (2007) Ann. Bot. , vol.99 , pp. 703-711
    • Cookson, S.J.1
  • 43
    • 84861847190 scopus 로고    scopus 로고
    • Leaf size control: complex coordination of cell division and expansion
    • Gonzalez N., et al. Leaf size control: complex coordination of cell division and expansion. Trends Plant Sci. 2012, 17:332-340.
    • (2012) Trends Plant Sci. , vol.17 , pp. 332-340
    • Gonzalez, N.1
  • 44
    • 84868680970 scopus 로고    scopus 로고
    • Phenotyping plants: genes, phenes and machines
    • Pieruschka R., Poorter H. Phenotyping plants: genes, phenes and machines. Funct. Plant Biol. 2012, 39:813-820.
    • (2012) Funct. Plant Biol. , vol.39 , pp. 813-820
    • Pieruschka, R.1    Poorter, H.2
  • 45
    • 77954308993 scopus 로고    scopus 로고
    • Increased leaf size: different means to an end
    • Gonzalez N., et al. Increased leaf size: different means to an end. Plant Physiol. 2010, 153:1261-1279.
    • (2010) Plant Physiol. , vol.153 , pp. 1261-1279
    • Gonzalez, N.1
  • 46
    • 84866074972 scopus 로고    scopus 로고
    • Systems-based analysis of Arabidopsis leaf growth reveals adaptation to water deficit
    • Baerenfaller K., et al. Systems-based analysis of Arabidopsis leaf growth reveals adaptation to water deficit. Mol. Syst. Biol. 2012, 8:606.
    • (2012) Mol. Syst. Biol. , vol.8 , pp. 606
    • Baerenfaller, K.1
  • 47
    • 84855962281 scopus 로고    scopus 로고
    • Exit from proliferation during leaf development in Arabidopsis thaliana: a not-so-gradual process
    • Andriankaja M., et al. Exit from proliferation during leaf development in Arabidopsis thaliana: a not-so-gradual process. Dev. Cell 2012, 22:64-78.
    • (2012) Dev. Cell , vol.22 , pp. 64-78
    • Andriankaja, M.1
  • 48
    • 84863719913 scopus 로고    scopus 로고
    • A local maximum in gibberellin levels regulates maize leaf growth by spatial control of cell division
    • Nelissen H., et al. A local maximum in gibberellin levels regulates maize leaf growth by spatial control of cell division. Curr. Biol. 2012, 22:1183-1187.
    • (2012) Curr. Biol. , vol.22 , pp. 1183-1187
    • Nelissen, H.1
  • 49
    • 84881024093 scopus 로고    scopus 로고
    • Phenotyping the kinematics of leaf development in flowering plants: recommendations and pitfalls
    • Lièvre M., et al. Phenotyping the kinematics of leaf development in flowering plants: recommendations and pitfalls. WIREs Dev. Biol. 2013, 10.1002/wdev.119.
    • (2013) WIREs Dev. Biol.
    • Lièvre, M.1
  • 50
    • 0031774056 scopus 로고    scopus 로고
    • Quantitative analysis of the local rates of growth of dicot leaves at a high temporal and spatial resolution, using image sequence analysis
    • Schmundt D., et al. Quantitative analysis of the local rates of growth of dicot leaves at a high temporal and spatial resolution, using image sequence analysis. Plant J. 1998, 16:505-514.
    • (1998) Plant J. , vol.16 , pp. 505-514
    • Schmundt, D.1
  • 51
    • 4644229971 scopus 로고    scopus 로고
    • Real-time lineage analysis reveals oriented cell divisions associated with morphogenesis at the shoot apex of Arabidopsis thaliana
    • Reddy G.V., et al. Real-time lineage analysis reveals oriented cell divisions associated with morphogenesis at the shoot apex of Arabidopsis thaliana. Development 2004, 131:4225-4237.
    • (2004) Development , vol.131 , pp. 4225-4237
    • Reddy, G.V.1
  • 52
    • 33750557662 scopus 로고    scopus 로고
    • Time-lapse analysis of stem-cell divisions in the Arabidopsis thaliana root meristem
    • Campilho A., et al. Time-lapse analysis of stem-cell divisions in the Arabidopsis thaliana root meristem. Plant J. 2006, 48:619-627.
    • (2006) Plant J. , vol.48 , pp. 619-627
    • Campilho, A.1
  • 53
    • 80053132128 scopus 로고    scopus 로고
    • Automated motion estimation of root responses to sucrose in two Arabidopsis thaliana genotypes using confocal microscopy
    • Wuyts N., et al. Automated motion estimation of root responses to sucrose in two Arabidopsis thaliana genotypes using confocal microscopy. Planta 2011, 234:769-784.
    • (2011) Planta , vol.234 , pp. 769-784
    • Wuyts, N.1
  • 54
    • 77954928405 scopus 로고    scopus 로고
    • Hide and seek: uncloaking the vegetative shoot apex of Arabidopsis thaliana
    • Vanhaeren H., et al. Hide and seek: uncloaking the vegetative shoot apex of Arabidopsis thaliana. Plant J. 2010, 63:541-548.
    • (2010) Plant J. , vol.63 , pp. 541-548
    • Vanhaeren, H.1
  • 55
    • 77954073619 scopus 로고    scopus 로고
    • High-contrast three-dimensional imaging of the Arabidopsis leaf enables the analysis of cell dimensions in the epidermis and mesophyll
    • Wuyts N., et al. High-contrast three-dimensional imaging of the Arabidopsis leaf enables the analysis of cell dimensions in the epidermis and mesophyll. Plant Methods 2010, 6:17.
    • (2010) Plant Methods , vol.6 , pp. 17
    • Wuyts, N.1
  • 56
    • 79952110170 scopus 로고    scopus 로고
    • Phenotyping the development of leaf area in Arabidopsis thaliana
    • Humana Press, L. (Hennig, C. Köhler (Eds.) Plant Developmental Biology
    • Cookson S.J., et al. Phenotyping the development of leaf area in Arabidopsis thaliana. Methods in Molecular Biology 2010, Vol. 655:89-103. Humana Press. L. (Hennig, C. Köhler (Eds.).
    • (2010) Methods in Molecular Biology , vol.655 , pp. 89-103
    • Cookson, S.J.1
  • 57
    • 79952113264 scopus 로고    scopus 로고
    • Kinematic analysis of cell division and expansion
    • Humana Press, L. Hennig, C. Köhler (Eds.) Plant Developmental Biology
    • Rymen B., et al. Kinematic analysis of cell division and expansion. Methods in Molecular Biology 2010, Vol. 655:203-227. Humana Press. L. Hennig, C. Köhler (Eds.).
    • (2010) Methods in Molecular Biology , vol.655 , pp. 203-227
    • Rymen, B.1
  • 58
    • 49249101759 scopus 로고    scopus 로고
    • LAMINA: a tool for rapid quantification of leaf size and shape parameters
    • Bylesjö M., et al. LAMINA: a tool for rapid quantification of leaf size and shape parameters. BMC Plant Biol. 2008, 8:82.
    • (2008) BMC Plant Biol. , vol.8 , pp. 82
    • Bylesjö, M.1
  • 59
    • 77954586273 scopus 로고    scopus 로고
    • LEAFPROCESSOR: a new leaf phenotyping tool using contour bending energy and shape cluster analysis
    • Backhaus A., et al. LEAFPROCESSOR: a new leaf phenotyping tool using contour bending energy and shape cluster analysis. New Phytol. 2010, 187:251-261.
    • (2010) New Phytol. , vol.187 , pp. 251-261
    • Backhaus, A.1
  • 60
    • 58149123439 scopus 로고    scopus 로고
    • Quantifying leaf venation patterns: two-dimensional maps
    • Rolland-Lagan A-G., et al. Quantifying leaf venation patterns: two-dimensional maps. Plant J. 2009, 57:195-205.
    • (2009) Plant J. , vol.57 , pp. 195-205
    • Rolland-Lagan, A.-G.1
  • 61
    • 78650973614 scopus 로고    scopus 로고
    • Leaf extraction and analysis framework graphical user interface: segmenting and analyzing the structure of leaf veins and areoles
    • Price C.A., et al. Leaf extraction and analysis framework graphical user interface: segmenting and analyzing the structure of leaf veins and areoles. Plant Physiol. 2011, 155:236-245.
    • (2011) Plant Physiol. , vol.155 , pp. 236-245
    • Price, C.A.1
  • 62
    • 84856253392 scopus 로고    scopus 로고
    • Quantitative analysis of venation patterns of Arabidopsis leaves by supervised image analysis
    • Dhondt S., et al. Quantitative analysis of venation patterns of Arabidopsis leaves by supervised image analysis. Plant J. 2012, 69:553-563.
    • (2012) Plant J. , vol.69 , pp. 553-563
    • Dhondt, S.1
  • 63
    • 68249155323 scopus 로고    scopus 로고
    • High-throughput quantification of root growth using a novel image-analysis tool
    • French A., et al. High-throughput quantification of root growth using a novel image-analysis tool. Plant Physiol. 2009, 150:1784-1795.
    • (2009) Plant Physiol. , vol.150 , pp. 1784-1795
    • French, A.1
  • 64
    • 70449640569 scopus 로고    scopus 로고
    • High throughput phenotyping of root growth dynamics, lateral root formation, root architecture and root hair development enabled by PlaRoM
    • Yazdanbakhsh N., Fisahn J. High throughput phenotyping of root growth dynamics, lateral root formation, root architecture and root hair development enabled by PlaRoM. Funct. Plant Biol. 2009, 36:938-946.
    • (2009) Funct. Plant Biol. , vol.36 , pp. 938-946
    • Yazdanbakhsh, N.1    Fisahn, J.2
  • 65
    • 79954532603 scopus 로고    scopus 로고
    • High-throughput feature counting and measurement of roots
    • Naeem A., et al. High-throughput feature counting and measurement of roots. Bioinformatics 2011, 27:1337-1338.
    • (2011) Bioinformatics , vol.27 , pp. 1337-1338
    • Naeem, A.1
  • 66
    • 84879693910 scopus 로고    scopus 로고
    • A high throughput robot system for machine vision based plant phenotype studies
    • Subramanian R., et al. A high throughput robot system for machine vision based plant phenotype studies. Mach. Vis. Appl. 2013, 24:619-636.
    • (2013) Mach. Vis. Appl. , vol.24 , pp. 619-636
    • Subramanian, R.1
  • 67
    • 67651033743 scopus 로고    scopus 로고
    • Environmental effects on spatial and temporal patterns of leaf and root growth
    • Walter A., et al. Environmental effects on spatial and temporal patterns of leaf and root growth. Annu. Rev. Plant Biol. 2009, 60:279-304.
    • (2009) Annu. Rev. Plant Biol. , vol.60 , pp. 279-304
    • Walter, A.1
  • 68
    • 84861479920 scopus 로고    scopus 로고
    • A new tool for analysis of root growth in the spatio-temporal continuum
    • Basu P., Pal A. A new tool for analysis of root growth in the spatio-temporal continuum. New Phytol. 2012, 195:264-274.
    • (2012) New Phytol. , vol.195 , pp. 264-274
    • Basu, P.1    Pal, A.2
  • 69
    • 84860544808 scopus 로고    scopus 로고
    • Computational method for quantifying growth patterns at the adaxial leaf surface in three dimensions
    • Remmler L., Rolland-Lagan A-G. Computational method for quantifying growth patterns at the adaxial leaf surface in three dimensions. Plant Physiol. 2012, 159:27-39.
    • (2012) Plant Physiol. , vol.159 , pp. 27-39
    • Remmler, L.1    Rolland-Lagan, A.-G.2
  • 70
    • 0000142458 scopus 로고
    • Temporal and spatial development of the cells of the expanding first leaf of Arabidopsis thaliana (L.) Heynh
    • Pyke K.A., et al. Temporal and spatial development of the cells of the expanding first leaf of Arabidopsis thaliana (L.) Heynh. J. Exp. Bot. 1991, 42:1407-1416.
    • (1991) J. Exp. Bot. , vol.42 , pp. 1407-1416
    • Pyke, K.A.1
  • 71
    • 84866651247 scopus 로고    scopus 로고
    • Variation in vein density and mesophyll cell architecture in a rice deletion mutant population
    • Smillie I.R.A., et al. Variation in vein density and mesophyll cell architecture in a rice deletion mutant population. J. Exp. Bot. 2012, 63:4563-4570.
    • (2012) J. Exp. Bot. , vol.63 , pp. 4563-4570
    • Smillie, I.R.A.1
  • 72
    • 84864829505 scopus 로고    scopus 로고
    • Structural assessment of the impact of environmental constraints on Arabidopsis thaliana leaf growth: a 3D approach
    • Wuyts N., et al. Structural assessment of the impact of environmental constraints on Arabidopsis thaliana leaf growth: a 3D approach. Plant Cell Environ. 2012, 35:1631-1646.
    • (2012) Plant Cell Environ. , vol.35 , pp. 1631-1646
    • Wuyts, N.1
  • 73
    • 33947166907 scopus 로고    scopus 로고
    • The epidermis both drives and restricts plant shoot growth
    • Savaldi-Goldstein S., et al. The epidermis both drives and restricts plant shoot growth. Nature 2007, 446:199-202.
    • (2007) Nature , vol.446 , pp. 199-202
    • Savaldi-Goldstein, S.1
  • 74
    • 33750574346 scopus 로고    scopus 로고
    • Large-scale histological analysis of leaf mutants using two simple leaf observation methods: identification of novel genetic pathways governing the size and shape of leaves
    • Horiguchi G., et al. Large-scale histological analysis of leaf mutants using two simple leaf observation methods: identification of novel genetic pathways governing the size and shape of leaves. Plant J. 2006, 48:638-644.
    • (2006) Plant J. , vol.48 , pp. 638-644
    • Horiguchi, G.1
  • 75
    • 57749117110 scopus 로고    scopus 로고
    • Combined genetic and modeling approaches reveal that epidermal cell area and number in leaves are controlled by leaf and plant developmental processes in Arabidopsis
    • Tisné S., et al. Combined genetic and modeling approaches reveal that epidermal cell area and number in leaves are controlled by leaf and plant developmental processes in Arabidopsis. Plant Physiol. 2008, 148:1117-1127.
    • (2008) Plant Physiol. , vol.148 , pp. 1117-1127
    • Tisné, S.1
  • 76
    • 79961183226 scopus 로고    scopus 로고
    • Model-based analysis of Arabidopsis leaf epidermal cells reveals distinct division and expansion patterns for pavement and guard cells
    • Asl L.K., et al. Model-based analysis of Arabidopsis leaf epidermal cells reveals distinct division and expansion patterns for pavement and guard cells. Plant Physiol. 2011, 156:2172-2183.
    • (2011) Plant Physiol. , vol.156 , pp. 2172-2183
    • Asl, L.K.1
  • 77
    • 0033801825 scopus 로고    scopus 로고
    • Spatial distributions of expansion rate, cell division rate and cell size in maize leaves: a synthesis of the effects of soil water status, evaporative demand and temperature
    • Tardieu F., et al. Spatial distributions of expansion rate, cell division rate and cell size in maize leaves: a synthesis of the effects of soil water status, evaporative demand and temperature. J. Exp. Bot. 2000, 51:1505-1514.
    • (2000) J. Exp. Bot. , vol.51 , pp. 1505-1514
    • Tardieu, F.1
  • 78
    • 67849119398 scopus 로고    scopus 로고
    • Automated Arabidopsis plant root cell segmentation based on SVM classification and region merging
    • Marcuzzo M., et al. Automated Arabidopsis plant root cell segmentation based on SVM classification and region merging. Comput. Biol. Med. 2009, 39:785-793.
    • (2009) Comput. Biol. Med. , vol.39 , pp. 785-793
    • Marcuzzo, M.1
  • 79
    • 84863404876 scopus 로고    scopus 로고
    • Identifying biological landmarks using a novel cell measuring image analysis tool: Cell-o-Tape
    • French A.P., et al. Identifying biological landmarks using a novel cell measuring image analysis tool: Cell-o-Tape. Plant Methods 2012, 8:7.
    • (2012) Plant Methods , vol.8 , pp. 7
    • French, A.P.1
  • 80
    • 84861704161 scopus 로고    scopus 로고
    • CellSeT: novel software to extract and analyze structured networks of plant cells from confocal images
    • Pound M.P., et al. CellSeT: novel software to extract and analyze structured networks of plant cells from confocal images. Plant Cell 2012, 24:1353-1361.
    • (2012) Plant Cell , vol.24 , pp. 1353-1361
    • Pound, M.P.1
  • 81
    • 27644549049 scopus 로고    scopus 로고
    • Patterns of auxin transport and gene expression during primordium development revealed by live imaging of the Arabidopsis inflorescence meristem
    • Heisler M.G., et al. Patterns of auxin transport and gene expression during primordium development revealed by live imaging of the Arabidopsis inflorescence meristem. Curr. Biol. 2005, 15:1899-1911.
    • (2005) Curr. Biol. , vol.15 , pp. 1899-1911
    • Heisler, M.G.1
  • 82
    • 84867398278 scopus 로고    scopus 로고
    • JAGGED controls growth anisotropy and coordination between cell size and cell cycle during plant organogenesis
    • Schiessl K., et al. JAGGED controls growth anisotropy and coordination between cell size and cell cycle during plant organogenesis. Curr. Biol. 2012, 22:1739-1746.
    • (2012) Curr. Biol. , vol.22 , pp. 1739-1746
    • Schiessl, K.1
  • 83
    • 77952930292 scopus 로고    scopus 로고
    • Novel insights from live-imaging in shoot meristem development
    • Sijacic P., Liu Z. Novel insights from live-imaging in shoot meristem development. J. Integr. Plant Biol. 2010, 52:393-399.
    • (2010) J. Integr. Plant Biol. , vol.52 , pp. 393-399
    • Sijacic, P.1    Liu, Z.2
  • 84
    • 77950299377 scopus 로고    scopus 로고
    • Regulation of anisotropic cell expansion in higher plants
    • Crowell E.F., et al. Regulation of anisotropic cell expansion in higher plants. C. R. Biol. 2010, 333:320-324.
    • (2010) C. R. Biol. , vol.333 , pp. 320-324
    • Crowell, E.F.1
  • 85
    • 55949107508 scopus 로고    scopus 로고
    • High-resolution whole-mount imaging of three-dimensional tissue organization and gene expression enables the study of phloem development and structure in Arabidopsis
    • Truernit E., et al. High-resolution whole-mount imaging of three-dimensional tissue organization and gene expression enables the study of phloem development and structure in Arabidopsis. Plant Cell 2008, 20:1494-1503.
    • (2008) Plant Cell , vol.20 , pp. 1494-1503
    • Truernit, E.1
  • 86
    • 77952999700 scopus 로고    scopus 로고
    • Functional-structural plant modelling: a new versatile tool in crop science
    • Vos J., et al. Functional-structural plant modelling: a new versatile tool in crop science. J. Exp. Bot. 2010, 61:2101-2115.
    • (2010) J. Exp. Bot. , vol.61 , pp. 2101-2115
    • Vos, J.1
  • 87
    • 84864762866 scopus 로고    scopus 로고
    • OSCILLATOR: a system for analysis of diurnal leaf growth using infrared photography combined with wavelet transformation
    • Bours R., et al. OSCILLATOR: a system for analysis of diurnal leaf growth using infrared photography combined with wavelet transformation. Plant Methods 2012, 8:29.
    • (2012) Plant Methods , vol.8 , pp. 29
    • Bours, R.1
  • 88
    • 84868703991 scopus 로고    scopus 로고
    • Measuring the diurnal pattern of leaf hyponasty and growth in Arabidopsis - a novel phenotyping approach using laser scanning
    • Dornbusch T., et al. Measuring the diurnal pattern of leaf hyponasty and growth in Arabidopsis - a novel phenotyping approach using laser scanning. Funct. Plant Biol. 2012, 39:860-869.
    • (2012) Funct. Plant Biol. , vol.39 , pp. 860-869
    • Dornbusch, T.1
  • 89
    • 1942539160 scopus 로고    scopus 로고
    • Automatic quantification of morphological traits via three-dimensional measurement of Arabidopsis
    • Kaminuma E., et al. Automatic quantification of morphological traits via three-dimensional measurement of Arabidopsis. Plant J. 2004, 38:358-365.
    • (2004) Plant J. , vol.38 , pp. 358-365
    • Kaminuma, E.1
  • 90
    • 33847670226 scopus 로고    scopus 로고
    • 3D lidar imaging for detecting and understanding plant responses and canopy structure
    • Omasa K., et al. 3D lidar imaging for detecting and understanding plant responses and canopy structure. J. Exp. Bot. 2007, 58:881-898.
    • (2007) J. Exp. Bot. , vol.58 , pp. 881-898
    • Omasa, K.1
  • 91
    • 79952095848 scopus 로고    scopus 로고
    • 3-D modeling of tomato canopies using a high-resolution portable scanning lidar for extracting structural information
    • Hosoi F., et al. 3-D modeling of tomato canopies using a high-resolution portable scanning lidar for extracting structural information. Sensors 2011, 11:2166-2174.
    • (2011) Sensors , vol.11 , pp. 2166-2174
    • Hosoi, F.1
  • 92
    • 80155132892 scopus 로고    scopus 로고
    • 3D modelling of leaves from color and ToF data for robotized plant measuring
    • Alenya G., et al. 3D modelling of leaves from color and ToF data for robotized plant measuring. 2011 IEEE International Conference on Robotics and Automation (ICRA) 2011, 3408-3414. 10.1109/ICRA.2011.5980092.
    • (2011) 2011 IEEE International Conference on Robotics and Automation (ICRA) , pp. 3408-3414
    • Alenya, G.1
  • 93
    • 84856448240 scopus 로고    scopus 로고
    • On the use of depth camera for 3D phenotyping of entire plants
    • Chéné Y., et al. On the use of depth camera for 3D phenotyping of entire plants. Comput. Electron. Agric. 2012, 82:122-127.
    • (2012) Comput. Electron. Agric. , vol.82 , pp. 122-127
    • Chéné, Y.1
  • 94
    • 84868699333 scopus 로고    scopus 로고
    • SPICY: towards automated phenotyping of large pepper plants in the greenhouse
    • Van der Heijden G., et al. SPICY: towards automated phenotyping of large pepper plants in the greenhouse. Funct. Plant Biol. 2012, 39:870-877.
    • (2012) Funct. Plant Biol. , vol.39 , pp. 870-877
    • Van der Heijden, G.1
  • 95
    • 24344441606 scopus 로고    scopus 로고
    • Geometric plant properties by relaxed stereo vision using simulated annealing
    • Andersen H.J., et al. Geometric plant properties by relaxed stereo vision using simulated annealing. Comput. Electron. Agric. 2005, 49:219-232.
    • (2005) Comput. Electron. Agric. , vol.49 , pp. 219-232
    • Andersen, H.J.1
  • 96
    • 34548168355 scopus 로고    scopus 로고
    • A stereo imaging system for measuring structural parameters of plant canopies
    • Biskup B., et al. A stereo imaging system for measuring structural parameters of plant canopies. Plant Cell Environ. 2007, 30:1299-1308.
    • (2007) Plant Cell Environ. , vol.30 , pp. 1299-1308
    • Biskup, B.1
  • 97
    • 63549105207 scopus 로고    scopus 로고
    • Diel growth cycle of isolated leaf discs analyzed with a novel, high-throughput three-dimensional imaging method is identical to that of intact leaves
    • Biskup B., et al. Diel growth cycle of isolated leaf discs analyzed with a novel, high-throughput three-dimensional imaging method is identical to that of intact leaves. Plant Physiol. 2009, 149:1452-1461.
    • (2009) Plant Physiol. , vol.149 , pp. 1452-1461
    • Biskup, B.1
  • 98
    • 84860363173 scopus 로고    scopus 로고
    • A novel mesh processing based technique for 3D plant analysis
    • Paproki A., et al. A novel mesh processing based technique for 3D plant analysis. BMC Plant Biol. 2012, 12:63.
    • (2012) BMC Plant Biol. , vol.12 , pp. 63
    • Paproki, A.1
  • 99
    • 0344002717 scopus 로고    scopus 로고
    • Optical coherence microscopy. A technology for rapid, in vivo, non-destructive visualization of plants and plant cells
    • Hettinger J.W., et al. Optical coherence microscopy. A technology for rapid, in vivo, non-destructive visualization of plants and plant cells. Plant Physiol. 2000, 123:3-15.
    • (2000) Plant Physiol. , vol.123 , pp. 3-15
    • Hettinger, J.W.1
  • 100
    • 0037271566 scopus 로고    scopus 로고
    • Three-dimensional analysis of plant structure using high-resolution X-ray computed tomography
    • Stuppy W.H., et al. Three-dimensional analysis of plant structure using high-resolution X-ray computed tomography. Trends Plant Sci. 2003, 8:2-6.
    • (2003) Trends Plant Sci. , vol.8 , pp. 2-6
    • Stuppy, W.H.1
  • 101
    • 33749251456 scopus 로고    scopus 로고
    • Visualizing plant development and gene expression in three dimensions using optical projection tomography
    • Lee K., et al. Visualizing plant development and gene expression in three dimensions using optical projection tomography. Plant Cell 2006, 18:2145-2156.
    • (2006) Plant Cell , vol.18 , pp. 2145-2156
    • Lee, K.1
  • 102
    • 77955276941 scopus 로고    scopus 로고
    • Plant structure visualization by high-resolution X-ray computed tomography
    • Dhondt S., et al. Plant structure visualization by high-resolution X-ray computed tomography. Trends Plant Sci. 2010, 15:419-422.
    • (2010) Trends Plant Sci. , vol.15 , pp. 419-422
    • Dhondt, S.1
  • 103
    • 84856571108 scopus 로고    scopus 로고
    • RooTrak: automated recovery of three-dimensional plant root architecture in soil from X-ray microcomputed tomography images using visual tracking
    • Mairhofer S., et al. RooTrak: automated recovery of three-dimensional plant root architecture in soil from X-ray microcomputed tomography images using visual tracking. Plant Physiol. 2012, 158:561-569.
    • (2012) Plant Physiol. , vol.158 , pp. 561-569
    • Mairhofer, S.1
  • 104
    • 74249094242 scopus 로고    scopus 로고
    • The X-factor: visualizing undisturbed root architecture in soils using X-ray computed tomography
    • Tracy S.R., et al. The X-factor: visualizing undisturbed root architecture in soils using X-ray computed tomography. J. Exp. Bot. 2010, 61:311-313.
    • (2010) J. Exp. Bot. , vol.61 , pp. 311-313
    • Tracy, S.R.1
  • 105
    • 68849114351 scopus 로고    scopus 로고
    • Combined MRI-PET dissects dynamic changes in plant structures and functions
    • Jahnke S., et al. Combined MRI-PET dissects dynamic changes in plant structures and functions. Plant J. 2009, 59:634-644.
    • (2009) Plant J. , vol.59 , pp. 634-644
    • Jahnke, S.1
  • 106
    • 33746472888 scopus 로고    scopus 로고
    • MRI of long-distance water transport: a comparison of the phloem and xylem flow characteristics and dynamics in poplar, castor bean, tomato and tobacco
    • Windt C.W., et al. MRI of long-distance water transport: a comparison of the phloem and xylem flow characteristics and dynamics in poplar, castor bean, tomato and tobacco. Plant Cell Environ. 2006, 29:1715-1729.
    • (2006) Plant Cell Environ. , vol.29 , pp. 1715-1729
    • Windt, C.W.1
  • 108
    • 77955911906 scopus 로고    scopus 로고
    • High-throughput shoot imaging to study drought responses
    • Berger B., et al. High-throughput shoot imaging to study drought responses. J. Exp. Bot. 2010, 61:3519-3528.
    • (2010) J. Exp. Bot. , vol.61 , pp. 3519-3528
    • Berger, B.1
  • 109
    • 84555191964 scopus 로고    scopus 로고
    • Any trait or trait-related allele can confer drought tolerance: just design the right drought scenario
    • Tardieu F. Any trait or trait-related allele can confer drought tolerance: just design the right drought scenario. J. Exp. Bot. 2012, 63:25-31.
    • (2012) J. Exp. Bot. , vol.63 , pp. 25-31
    • Tardieu, F.1
  • 110
    • 77950942373 scopus 로고    scopus 로고
    • Plant disease severity estimated visually, by digital photography and image analysis, and by hyperspectral imaging
    • Bock C.H., et al. Plant disease severity estimated visually, by digital photography and image analysis, and by hyperspectral imaging. Crit. Rev. Plant Sci. 2010, 29:59-107.
    • (2010) Crit. Rev. Plant Sci. , vol.29 , pp. 59-107
    • Bock, C.H.1
  • 111
    • 84865512268 scopus 로고    scopus 로고
    • Estimating evapotranspiration and drought stress with ground-based thermal remote sensing in agriculture: a review
    • Maes W.H., Steppe K. Estimating evapotranspiration and drought stress with ground-based thermal remote sensing in agriculture: a review. J. Exp. Bot. 2012, 63:4671-4712.
    • (2012) J. Exp. Bot. , vol.63 , pp. 4671-4712
    • Maes, W.H.1    Steppe, K.2
  • 112
    • 84859155416 scopus 로고    scopus 로고
    • Imaging plants dynamics in heterogenic environments
    • Fiorani F., et al. Imaging plants dynamics in heterogenic environments. Curr. Opin. Biotechnol. 2012, 23:227-235.
    • (2012) Curr. Opin. Biotechnol. , vol.23 , pp. 227-235
    • Fiorani, F.1
  • 113
    • 84856072377 scopus 로고    scopus 로고
    • Hyperspectral imaging for small-scale analysis of symptoms caused by different sugar beet diseases
    • Mahlein A-K., et al. Hyperspectral imaging for small-scale analysis of symptoms caused by different sugar beet diseases. Plant Methods 2012, 8:3.
    • (2012) Plant Methods , vol.8 , pp. 3
    • Mahlein, A.-K.1
  • 114
    • 0019685845 scopus 로고
    • Canopy temperature as a crop water stress indicator
    • Jackson R.D., et al. Canopy temperature as a crop water stress indicator. Water Resour. Res. 1981, 17:1133-1138.
    • (1981) Water Resour. Res. , vol.17 , pp. 1133-1138
    • Jackson, R.D.1
  • 115
    • 0036075154 scopus 로고    scopus 로고
    • Use of infrared thermal imaging to isolate Arabidopsis mutants defective in stomatal regulation
    • Merlot S., et al. Use of infrared thermal imaging to isolate Arabidopsis mutants defective in stomatal regulation. Plant J. 2002, 30:601-609.
    • (2002) Plant J. , vol.30 , pp. 601-609
    • Merlot, S.1
  • 116
    • 33748360962 scopus 로고    scopus 로고
    • Optimizing thermal imaging as a technique for detecting stomatal closure induced by drought stress under greenhouse conditions
    • Grant O.M., et al. Optimizing thermal imaging as a technique for detecting stomatal closure induced by drought stress under greenhouse conditions. Physiol. Plant. 2006, 127:507-518.
    • (2006) Physiol. Plant. , vol.127 , pp. 507-518
    • Grant, O.M.1
  • 117
    • 70449673080 scopus 로고    scopus 로고
    • A new screening method for osmotic component of salinity tolerance in cereals using infrared thermography
    • Sirault X.R.R., et al. A new screening method for osmotic component of salinity tolerance in cereals using infrared thermography. Funct. Plant Biol. 2009, 36:970-977.
    • (2009) Funct. Plant Biol. , vol.36 , pp. 970-977
    • Sirault, X.R.R.1
  • 118
    • 84862162177 scopus 로고    scopus 로고
    • Hyperspectral imaging techniques for rapid identification of Arabidopsis mutants with altered leaf pigment status
    • Matsuda O., et al. Hyperspectral imaging techniques for rapid identification of Arabidopsis mutants with altered leaf pigment status. Plant Cell Physiol. 2012, 53:1154-1170.
    • (2012) Plant Cell Physiol. , vol.53 , pp. 1154-1170
    • Matsuda, O.1
  • 119
    • 84860389465 scopus 로고    scopus 로고
    • Retrieval of leaf area index (LAI) and soil water content (WC) using hyperspectral remote sensing under controlled glass house conditions for spring barley and sugar beet
    • Borzuchowski J., Schulz K. Retrieval of leaf area index (LAI) and soil water content (WC) using hyperspectral remote sensing under controlled glass house conditions for spring barley and sugar beet. Remote Sens. 2010, 2:1702-1721.
    • (2010) Remote Sens. , vol.2 , pp. 1702-1721
    • Borzuchowski, J.1    Schulz, K.2
  • 120
    • 44949110144 scopus 로고    scopus 로고
    • Chlorophyll fluorescence: a probe of photosynthesis in vivo
    • Baker N.R. Chlorophyll fluorescence: a probe of photosynthesis in vivo. Annu. Rev. Plant Biol. 2008, 59:89-113.
    • (2008) Annu. Rev. Plant Biol. , vol.59 , pp. 89-113
    • Baker, N.R.1
  • 121
    • 77955895129 scopus 로고    scopus 로고
    • New phenotyping methods for screening wheat and barley for beneficial responses to water deficit
    • Munns R., et al. New phenotyping methods for screening wheat and barley for beneficial responses to water deficit. J. Exp. Bot. 2010, 61:3499-3507.
    • (2010) J. Exp. Bot. , vol.61 , pp. 3499-3507
    • Munns, R.1
  • 122
    • 2942567780 scopus 로고    scopus 로고
    • Combining thermal and visible imagery for estimating canopy temperature and identifying plant stress
    • Leinonen I., Jones H.G. Combining thermal and visible imagery for estimating canopy temperature and identifying plant stress. J. Exp. Bot. 2004, 55:1423-1431.
    • (2004) J. Exp. Bot. , vol.55 , pp. 1423-1431
    • Leinonen, I.1    Jones, H.G.2
  • 123
    • 70449678710 scopus 로고    scopus 로고
    • Thermal infrared imaging of crop canopies for the remote diagnosis and quantification of plant responses to water stress in the field
    • Jones H.G., et al. Thermal infrared imaging of crop canopies for the remote diagnosis and quantification of plant responses to water stress in the field. Funct. Plant Biol. 2009, 36:978-989.
    • (2009) Funct. Plant Biol. , vol.36 , pp. 978-989
    • Jones, H.G.1
  • 124
    • 78249235586 scopus 로고    scopus 로고
    • High-throughput confocal imaging of intact live tissue enables quantification of membrane trafficking in Arabidopsis
    • Salomon S., et al. High-throughput confocal imaging of intact live tissue enables quantification of membrane trafficking in Arabidopsis. Plant Physiol. 2010, 154:1096-1104.
    • (2010) Plant Physiol. , vol.154 , pp. 1096-1104
    • Salomon, S.1
  • 125
    • 84874536972 scopus 로고    scopus 로고
    • A developmental framework for complex plasmodesmata formation revealed by large-scale imaging of the Arabidopsis leaf epidermis
    • Fitzgibbon J., et al. A developmental framework for complex plasmodesmata formation revealed by large-scale imaging of the Arabidopsis leaf epidermis. Plant Cell 2013, 25:57-70.
    • (2013) Plant Cell , vol.25 , pp. 57-70
    • Fitzgibbon, J.1
  • 126
    • 84870294313 scopus 로고    scopus 로고
    • What lies beneath: underlying assumptions in bioimage analysis
    • Pridmore T.P., et al. What lies beneath: underlying assumptions in bioimage analysis. Trends Plant Sci. 2012, 17:688-692.
    • (2012) Trends Plant Sci. , vol.17 , pp. 688-692
    • Pridmore, T.P.1
  • 127
    • 84863205849 scopus 로고    scopus 로고
    • NIH Image to ImageJ: 25 years of image analysis
    • Schneider C.A., et al. NIH Image to ImageJ: 25 years of image analysis. Nat. Methods 2012, 9:671-675.
    • (2012) Nat. Methods , vol.9 , pp. 671-675
    • Schneider, C.A.1
  • 128
    • 33748357734 scopus 로고    scopus 로고
    • The internet analysis tools registry: a public resource for image analysis
    • Kennedy D.N., Haselgrove C. The internet analysis tools registry: a public resource for image analysis. Neuroinformatics 2006, 4:263-270.
    • (2006) Neuroinformatics , vol.4 , pp. 263-270
    • Kennedy, D.N.1    Haselgrove, C.2
  • 129
    • 55949108809 scopus 로고    scopus 로고
    • OpenAlea: a visual programming and component-based software platform for plant modelling
    • Pradal C., et al. OpenAlea: a visual programming and component-based software platform for plant modelling. Funct. Plant Biol. 2008, 35:751-760.
    • (2008) Funct. Plant Biol. , vol.35 , pp. 751-760
    • Pradal, C.1
  • 130
    • 0038792165 scopus 로고    scopus 로고
    • Springer, B. Jähne (Ed.)
    • Digital Image Processing 2005, Springer. B. Jähne (Ed.).
    • (2005) Digital Image Processing


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.