典型文献
Crop phenotyping in a context of global change:What to measure and how to do it
文献摘要：
High-throughput crop phenotyping,particularly under field conditions,is nowadays perceived as a key factor limiting crop genetic advance.Phenotyping not only facilitates conventional breeding,but it is necessary to fully exploit the capabilities of molecular breeding,and it can be exploited to predict breeding targets for the years ahead at the regional level through more ad-vanced simulation models and decision support systems.In terms of phenotyping,it is necessary to determined which selection traits are relevant in each situation,and which phenotyping tools/methods are available to assess such traits.Re-mote sensing methodologies are currently the most popular approaches,even when lab-based analyses are still relevant in many circumstances.On top of that,data processing and automation,together with machine learning/deep learning are contributing to the wide range of applications for phenotyping.This review addresses spectral and red-green-blue sensing as the most popular re-mote sensing approaches,alongside stable iso-tope composition as an example of a lab-based tool,and root phenotyping,which represents one of the frontiers for field phenotyping.Further,we consider the two most promising forms of aerial platforms (unmanned aerial vehicle and satellites)and some of the emerging data-processing techniques.The review includes three Boxes that examine specific case studies.
文献关键词：
中图分类号：
作者姓名：
Jose Luis Araus;Shawn Carlisle Kefauver;Omar Vergara-Díaz;Adrian Gracia-Romero;Fatima Zahra Rezzouk;Joel Segarra;Maria Luisa Buchaillot;Melissa Chang-Espino;Thomas Vatter;Rut Sanchez-Bragado;José Armando Fernandez-Gallego;Maria Dolores Serret;Jordi Bort
作者机构：
Integrative Crop Ecophysiology Group,Plant Physiology Section,Faculty of Biology,University of Barcelona,Barcelona,Spain;AGROTECNIO Center,Lleida,Spain;Plant Ecophysiology and Metabolism Lab,ITQB Nova,Plant Sciences Division,Oeiras,Portugal;Programa de Ingeniería Electrónica,Facultad de Ingeniería,Universidad de Ibagué,Ibagué,Colombia
文献出处：
引用格式：
[1]Jose Luis Araus;Shawn Carlisle Kefauver;Omar Vergara-Díaz;Adrian Gracia-Romero;Fatima Zahra Rezzouk;Joel Segarra;Maria Luisa Buchaillot;Melissa Chang-Espino;Thomas Vatter;Rut Sanchez-Bragado;José Armando Fernandez-Gallego;Maria Dolores Serret;Jordi Bort-.Crop phenotyping in a context of global change:What to measure and how to do it)[J].植物学报（英文版）,2022(02):592-618
A类：
Boxes
B类：
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AB值：
0.606925
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