Development of high-throughput phenotyping technologies has progressed considerably in the last 10 years. These technologies provide precise measurements of desired traits among thousands of field-grown plants under diversified environments; this is a critical step towards selection of better performing lines as to yield, disease resistance, and stress tolerance to accelerate crop improvement programs. High-throughput phenotyping techniques and platforms help unraveling the genetic basis of complex traits associated with plant growth and development and targeted traits. This review focuses on the advancements in technologies involved in high-throughput, field-based, aerial, and unmanned platforms. Development of user-friendly data management tools and softwares to better understand phenotyping will increase the use of field-based high-throughput techniques, which have potential to revolutionize breeding strategies and meet the future needs of stakeholders.
机构:
French National Institute for Agricultural Research (INRA,UMR759),Ecophysiology Laboratory of Plants under Environmental Stress,Montpellier F-34060,FranceFrench National Institute for Agricultural Research (INRA,UMR759),Ecophysiology Laboratory of Plants under Environmental Stress,Montpellier F-34060,France
Lloren Cabrera-Bosquet
Jos Crossa
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机构:
National Research Program on Rainfed Crops,National Institute for Agricultural Research,Est.Exp.La Estanzuela,Colonia 70000,Uruguay
4. Unit of Plant Physiology,Faculty of Biology,University of BarcelFrench National Institute for Agricultural Research (INRA,UMR759),Ecophysiology Laboratory of Plants under Environmental Stress,Montpellier F-34060,France
Jos Crossa
Jarislav von Zitzewitz
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机构:
International Maize and Wheat Improvement Center (CIMMYT),El Batn,Texcoco CP 56130,MexicoFrench National Institute for Agricultural Research (INRA,UMR759),Ecophysiology Laboratory of Plants under Environmental Stress,Montpellier F-34060,France
Jarislav von Zitzewitz
María Dolors Serret
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机构:French National Institute for Agricultural Research (INRA,UMR759),Ecophysiology Laboratory of Plants under Environmental Stress,Montpellier F-34060,France
María Dolors Serret
Jos Luis Araus
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机构:French National Institute for Agricultural Research (INRA,UMR759),Ecophysiology Laboratory of Plants under Environmental Stress,Montpellier F-34060,France
机构:
Georgia Inst Technol, Sch Biol, Atlanta, GA 30332 USA
Georgia Inst Technol, Sch Interact Comp, Atlanta, GA 30332 USAGeorgia Inst Technol, Sch Biol, Atlanta, GA 30332 USA
Bucksch, Alexander
Burridge, James
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机构:
Penn State Univ, Dept Plant Sci, University Pk, PA 16801 USAGeorgia Inst Technol, Sch Biol, Atlanta, GA 30332 USA
Burridge, James
York, Larry M.
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机构:
Penn State Univ, Dept Plant Sci, University Pk, PA 16801 USA
Penn State Univ, Intercoll Grad Degree Program Ecol, University Pk, PA 16801 USAGeorgia Inst Technol, Sch Biol, Atlanta, GA 30332 USA
York, Larry M.
Das, Abhiram
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Georgia Inst Technol, Sch Biol, Atlanta, GA 30332 USAGeorgia Inst Technol, Sch Biol, Atlanta, GA 30332 USA
Das, Abhiram
Nord, Eric
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机构:
Penn State Univ, Dept Plant Sci, University Pk, PA 16801 USAGeorgia Inst Technol, Sch Biol, Atlanta, GA 30332 USA
Nord, Eric
Weitz, Joshua S.
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机构:
Georgia Inst Technol, Sch Biol, Atlanta, GA 30332 USA
Georgia Inst Technol, Sch Phys, Atlanta, GA 30332 USAGeorgia Inst Technol, Sch Biol, Atlanta, GA 30332 USA
Weitz, Joshua S.
Lynch, Jonathan P.
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机构:
Penn State Univ, Dept Plant Sci, University Pk, PA 16801 USAGeorgia Inst Technol, Sch Biol, Atlanta, GA 30332 USA
机构:
INRA, French Natl Inst Agr Res, UMR759, Ecophysiol Lab Plants Environm Stress, F-34060 Montpellier, FranceUniv Barcelona, Fac Biol, Unit Plant Physiol, E-08028 Barcelona, Spain
Cabrera-Bosquet, Llorenc
Crossa, Jose
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机构:
Int Maize & Wheat Improvement Ctr CIMMYT, El Batan 56130, Texcoco, MexicoUniv Barcelona, Fac Biol, Unit Plant Physiol, E-08028 Barcelona, Spain
Crossa, Jose
von Zitzewitz, Jarislav
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机构:
Natl Inst Agr Res, Natl Res Program Rainfed Crops, Est Exp La Estanzuela 70000, Colonia, UruguayUniv Barcelona, Fac Biol, Unit Plant Physiol, E-08028 Barcelona, Spain
机构:
National Key Laboratory of Crop Genetic Improvement, National Center of Plant Gene Research, Huazhong Agricultural UniversityNational Key Laboratory of Crop Genetic Improvement, National Center of Plant Gene Research, Huazhong Agricultural University
Peng Song
Jinglu Wang
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机构:
National Key Laboratory of Crop Genetic Improvement, National Center of Plant Gene Research, Huazhong Agricultural University
Beijing Key Lab of Digital Plant, Beijing Research Center for Information Technology in Agriculture, Beijing Academy of Agriculture and Forestry SciencesNational Key Laboratory of Crop Genetic Improvement, National Center of Plant Gene Research, Huazhong Agricultural University
Jinglu Wang
Xinyu Guo
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机构:
Beijing Key Lab of Digital Plant, Beijing Research Center for Information Technology in Agriculture, Beijing Academy of Agriculture and Forestry SciencesNational Key Laboratory of Crop Genetic Improvement, National Center of Plant Gene Research, Huazhong Agricultural University
Xinyu Guo
Wanneng Yang
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机构:
National Key Laboratory of Crop Genetic Improvement, National Center of Plant Gene Research, Huazhong Agricultural UniversityNational Key Laboratory of Crop Genetic Improvement, National Center of Plant Gene Research, Huazhong Agricultural University
Wanneng Yang
Chunjiang Zhao
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机构:
Beijing Key Lab of Digital Plant, Beijing Research Center for Information Technology in Agriculture, Beijing Academy of Agriculture and Forestry SciencesNational Key Laboratory of Crop Genetic Improvement, National Center of Plant Gene Research, Huazhong Agricultural University