davidcarslaw / deweather

Remove the influence of meteorology from atmospheric composition data
http://davidcarslaw.github.io/deweather/
GNU General Public License v2.0
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[Question]: #14

Closed GYF0404 closed 1 year ago

GYF0404 commented 1 year ago

I want to know the input unit is ppb, and finally how to convert it to μg/m³.

jack-davison commented 1 year ago

Afternoon,

{deweather} doesn't pay any attention to units - your input could be ppb or ug/m3, temperature can be C, F, or K, etc. The units you put in are the units you get out.

There are a lot of articles online for converting between units that describe the calculations in a lot more detail than we can provide here, for example:

https://www.breeze-technologies.de/blog/air-pollution-how-to-convert-between-mgm3-%C2%B5gm3-ppm-ppb/

https://uk-air.defra.gov.uk/assets/documents/reports/cat06/0502160851_Conversion_Factors_Between_ppb_and.pdf

Hope this helps! Jack

GYF0404 commented 1 year ago

Thank you for your response! I have another question. When I perform ten-fold cross-validation, the results only inform me that the best performance is achieved at 300 iterations, but it doesn't provide any performance metrics. I would like to ask how to address this issue.