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

被引:44
|
作者
Hasegawa, Toshihiro [1 ]
Wakatsuki, Hitomi [1 ]
Ju, Hui [2 ]
Vyas, Shalika [3 ,4 ]
Nelson, Gerald C. [5 ]
Farrell, Aidan [6 ]
Deryng, Delphine [7 ]
Meza, Francisco [8 ]
Makowski, David [9 ]
机构
[1] Natl Agr & Food Res Org, Inst Agroenvironm Sci, Tsukuba, Ibaraki 3058604, Japan
[2] Chinese Acad Agr Sci IEDA CAAS, Inst Environm & Sustainable Dev Agr, Beijing 100081, Peoples R China
[3] Alliance Biovers Int, Nairobi, Kenya
[4] Int Ctr Trop Agr CIAT, Nairobi, Kenya
[5] Univ Illinois, Urbana, IL USA
[6] Univ West Indies, St Augustine, Trinidad Tobago
[7] Humboldt Univ, IRITHESys, D-10099 Berlin, Germany
[8] Pontificia Univ Catolica Chile, Santiago, Chile
[9] Univ Paris Saclay, AgroParisTech, INRAE, Applied Math & Comp Sci MIA 518, F-75231 Paris, France
关键词
YIELDS;
D O I
10.1038/s41597-022-01150-7
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Reliable 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 metaanalyses and data collected through a new literature search covering recent crop simulations. The new global dataset builds on 8703 simulations from 202 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 temperature and precipitation levels, projected temperature and precipitation changes. This dataset provides a solid basis for a quantitative assessment of the impacts of climate change on crop production and will facilitate the rapidly developing data-driven machine learning applications.
引用
收藏
页数:11
相关论文
共 50 条
  • [1] A global dataset for the projected impacts of climate change on four major crops
    Toshihiro Hasegawa
    Hitomi Wakatsuki
    Hui Ju
    Shalika Vyas
    Gerald C. Nelson
    Aidan Farrell
    Delphine Deryng
    Francisco Meza
    David Makowski
    [J]. Scientific Data, 9
  • [2] Projected Behavioral Impacts of Global Climate Change
    Evans, Gary W.
    [J]. ANNUAL REVIEW OF PSYCHOLOGY, VOL 70, 2019, 70 : 449 - 474
  • [3] Dataset of the suitability of major food crops in Africa under climate change
    Chemura, Abel
    Gleixner, Stephanie
    Gornott, Christoph
    [J]. SCIENTIFIC DATA, 2024, 11 (01)
  • [4] Dataset of the suitability of major food crops in Africa under climate change
    Abel Chemura
    Stephanie Gleixner
    Christoph Gornott
    [J]. Scientific Data, 11
  • [5] Impacts of climate change and climate extremes on major crops productivity in China at a global warming of 1.5 and 2.0 °C
    Chen, Yi
    Zhang, Zhao
    Tao, Fulu
    [J]. EARTH SYSTEM DYNAMICS, 2018, 9 (02) : 543 - 562
  • [6] Projected impacts of climate change on major dams in the Upper Yangtze River Basin
    Qin, Pengcheng
    Xu, Hongmei
    Liu, Min
    Liu, Luliu
    Xiao, Chan
    Mallakpour, Iman
    Naeini, Matin Rahnamay
    Hsu, Kuolin
    Sorooshian, Soroosh
    [J]. CLIMATIC CHANGE, 2022, 170 (1-2)
  • [7] Projected impacts of climate change on major dams in the Upper Yangtze River Basin
    Pengcheng Qin
    Hongmei Xu
    Min Liu
    Lüliu Liu
    Chan Xiao
    Iman Mallakpour
    Matin Rahnamay Naeini
    Kuolin Hsu
    Soroosh Sorooshian
    [J]. Climatic Change, 2022, 170
  • [8] A new climate dataset for systematic assessments of climate change impacts as a function of global warming
    Heinke, J.
    Ostberg, S.
    Schaphoff, S.
    Frieler, K.
    Mueller, C.
    Gerten, D.
    Meinshausen, M.
    Lucht, W.
    [J]. GEOSCIENTIFIC MODEL DEVELOPMENT, 2013, 6 (05) : 1689 - 1703
  • [9] Projected impacts of climate change on regional capacities for global plant species richness
    Sommer, Jan Henning
    Kreft, Holger
    Kier, Gerold
    Jetz, Walter
    Mutke, Jens
    Barthlott, Wilhelm
    [J]. PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 2010, 277 (1692) : 2271 - 2280
  • [10] Projected impacts of climate change and ocean acidification on the global biogeography of planktonic Foraminifera
    Roy, T.
    Lombard, F.
    Bopp, L.
    Gehlen, M.
    [J]. BIOGEOSCIENCES, 2015, 12 (10) : 2873 - 2889