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

Archive ouverte

Hasegawa, Toshihiro | Wakatsuki, Hitomi | Ju, Hui | Vyas, Shalika | Nelson, Gerald | Farrell, Aidan | Deryng, Delphine | Meza, Francisco | Makowski, David

Edité par CCSD ; Nature Publishing Group -

International audience. Abstract 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 meta-analyses 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.

Suggestions

Du même auteur

Effectiveness of heat tolerance rice cultivars in preserving grain appearance quality under high temperatures in Japan – A meta-analysis

Archive ouverte | Wakatsuki, Hitomi | CCSD

International audience

A dataset for analyzing the climate change response of grain quality of 48 Japanese rice cultivars with contrasting levels of heat tolerance

Archive ouverte | Wakatsuki, Hitomi | CCSD

International audience

Adaptation Strategies Strongly Reduce the Future Impacts of Climate Change on Simulated Crop Yields

Archive ouverte | Abramoff, Rose, Z | CCSD

International audience. Simulations of crop yield due to climate change vary widely between models, locations, species, management strategies, and Representative Concentration Pathways (RCPs). To understand how clim...

Chargement des enrichissements...