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A global dataset for the projected impacts of climate change on four major crops

مجموعة بيانات عالمية للتأثيرات المتوقعة لتغير المناخ على أربعة محاصيل رئيسية
Authors: Toshihiro Hasegawa; Hitomi Wakatsuki; Hui Jiang; Shalika Vyas; Gerald C. Nelson; Aidan D. Farrell; Delphine Deryng; +2 Authors

A global dataset for the projected impacts of climate change on four major crops

Abstract

AbstractReliable estimates of the impacts of climate change on crop production are critical for assessing the sustainability of food systems. Global, regional, and site-specific crop simulation studies have been conducted for nearly four decades, representing valuable sources of information for climate change impact assessments. However, the wealth of data produced by these studies has not been made publicly available. Here, we develop a global dataset by consolidating previously published meta-analyses and data collected through a new literature search covering recent crop simulations. The new global dataset builds on 8314 simulations from 203 studies published between 1984 and 2020. It contains projected yields of four major crops (maize, rice, soybean, and wheat) in 91 countries under major emission scenarios for the 21st century, with and without adaptation measures, along with geographical coordinates, current temperatures, local and global warming levels. This dataset provides a basis for a comprehensive understanding of the impacts of climate change on crop production and will facilitate the rapidly developing data-driven machine learning applications.

Keywords

Impacts of Elevated CO2 and Ozone on Plant Physiology, Adaptation to Climate Change in Agriculture, Science, Agricultural engineering, Climate Change and Variability Research, Plant Science, Precipitation, Crop, Environmental science, Agricultural and Biological Sciences, Meteorology, Engineering, Climate change, Environmental resource management, Global change, Biology, Ecology, Evolution, Behavior and Systematics, Global and Planetary Change, Geography, Ecology, Q, Life Sciences, Forestry, Crop Production, Sustainability, FOS: Biological sciences, Environmental Science, Physical Sciences, Crop Yield, Climate Modeling

  • BIP!
    Impact byBIP!
    citations
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    57
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Top 10%
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Top 1%
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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
57
Top 10%
Top 10%
Top 1%