Geoscientific Model Development
Geoscientific Model Development
GMD
Articles | Volume 16, issue 13
Articles | Volume 16, issue 13
https://doi.org/10.5194/gmd-16-3827-2023
© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/gmd-16-3827-2023
© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume 16, issue 13
Development and technical paper
 | 
11 Jul 2023
Development and technical paper |  | 11 Jul 2023

An approach to refining the ground meteorological observation stations for improving PM2.5 forecasts in the Beijing–Tianjin–Hebei region

Lichao Yang, Wansuo Duan, and Zifa Wang

Viewed

Total article views: 1,201 (including HTML, PDF, and XML)
HTML PDF XML Total BibTeX EndNote
888 262 51 1,201 45 39
  • HTML: 888
  • PDF: 262
  • XML: 51
  • Total: 1,201
  • BibTeX: 45
  • EndNote: 39
Views and downloads (calculated since 22 Feb 2023)
Cumulative views and downloads (calculated since 22 Feb 2023)

Viewed (geographical distribution)

Total article views: 1,201 (including HTML, PDF, and XML) Thereof 1,171 with geography defined and 30 with unknown origin.
Country # Views %
  • 1
1
 
 
 
 

Cited

Latest update: 18 Nov 2024
Download
Short summary
An approach is proposed to refine a ground meteorological observation network to improve the PM2.5 forecasts in the Beijing–Tianjin–Hebei region. A cost-effective observation network is obtained and makes the relevant PM2.5 forecasts assimilate fewer observations but achieve the forecasting skill comparable to or higher than that obtained by assimilating all ground station observations, suggesting that many of the current ground stations can be greatly scattered to avoid much unnecessary work.
Read more