Geoscientific Model Development
Geoscientific Model Development
GMD
Articles | Volume 14, issue 5
Articles | Volume 14, issue 5
https://doi.org/10.5194/gmd-14-3121-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/gmd-14-3121-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume 14, issue 5
Development and technical paper
 | 
01 Jun 2021
Development and technical paper |  | 01 Jun 2021

Reproducing complex simulations of economic impacts of climate change with lower-cost emulators

Jun'ya Takakura, Shinichiro Fujimori, Kiyoshi Takahashi, Naota Hanasaki, Tomoko Hasegawa, Yukiko Hirabayashi, Yasushi Honda, Toshichika Iizumi, Chan Park, Makoto Tamura, and Yasuaki Hijioka

Viewed

Total article views: 2,840 (including HTML, PDF, and XML)
HTML PDF XML Total Supplement BibTeX EndNote
1,870 905 65 2,840 184 65 62
  • HTML: 1,870
  • PDF: 905
  • XML: 65
  • Total: 2,840
  • Supplement: 184
  • BibTeX: 65
  • EndNote: 62
Views and downloads (calculated since 20 Nov 2020)
Cumulative views and downloads (calculated since 20 Nov 2020)

Viewed (geographical distribution)

Total article views: 2,840 (including HTML, PDF, and XML) Thereof 2,604 with geography defined and 236 with unknown origin.
Country # Views %
  • 1
1
 
 
 
 

Cited

Latest update: 22 Feb 2025
Download
Short summary
To simplify calculating economic impacts of climate change, statistical methods called emulators are developed and evaluated. There are trade-offs between model complexity and emulation performance. Aggregated economic impacts can be approximated by relatively simple emulators, but complex emulators are necessary to accommodate finer-scale economic impacts.
Read more
Share