Abstract:
:Modern agriculture and food production systems are facing increasing pressures from climate change, land and water availability, and, more recently, a pandemic. These factors are threatening the environmental and economic sustainability of current and future food supply systems. Scientific and technological innovations are needed more than ever to secure enough food for a fast-growing global population. Scientific advances have led to a better understanding of how various components of the agricultural system interact, from the cell to the field level. Despite incredible advances in genetic tools over the past few decades, our ability to accurately assess crop status in the field, at scale, has been severely lacking until recently. Thanks to recent advances in remote sensing and Artificial Intelligence (AI), we can now quantify field scale phenotypic information accurately and integrate the big data into predictive and prescriptive management tools. This review focuses on the use of recent technological advances in remote sensing and AI to improve the resilience of agricultural systems, and we will present a unique opportunity for the development of prescriptive tools needed to address the next decade's agricultural and human nutrition challenges.
journal_name
Curr Opin Biotechnoljournal_title
Current opinion in biotechnologyauthors
Jung J,Maeda M,Chang A,Bhandari M,Ashapure A,Landivar-Bowles Jdoi
10.1016/j.copbio.2020.09.003subject
Has Abstractpub_date
2020-10-07 00:00:00pages
15-22eissn
0958-1669issn
1879-0429pii
S0958-1669(20)30125-7journal_volume
70pub_type
杂志文章,评审abstract::Progress in the field of protein nuclear magnetic resonance spectroscopy during the past year has included the elucidation of a number of new structures. In addition, several critical developments in the experimental methodology have opened up the potential for applying the nuclear magnetic resonance-based approach to...
journal_title:Current opinion in biotechnology
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journal_title:Current opinion in biotechnology
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journal_title:Current opinion in biotechnology
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journal_title:Current opinion in biotechnology
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journal_title:Current opinion in biotechnology
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journal_title:Current opinion in biotechnology
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journal_title:Current opinion in biotechnology
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journal_title:Current opinion in biotechnology
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journal_title:Current opinion in biotechnology
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journal_title:Current opinion in biotechnology
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更新日期:2019-10-01 00:00:00
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journal_title:Current opinion in biotechnology
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