Dataset Open Access
Training data of a machine learning modeling framework for the air quality forecasts in the Pacific Northwest, USA.
Fan, Kai;
Dhammapala, Ranil;
Harrington, Kyle;
Lamb, Brian;
Lee, Yun Ha
These files are the training data of a machine learning modeling framework for the air quality forecasts in the Pacific Northwest (PNW), USA.
O3.zip contains the AQS observations data of O3.
PM_FRM.zip contains the AQS data of PM2.5 using federal reference methods (FRM).
PM_nFRM.zip contains the AQS data of PM2.5 using “FRM-like” methods.
WRF_pkl.zip contains the archived WRF data for the AQS sites in the PNW.
| Name | Size | |
|---|---|---|
|
O3.zip
md5:64ae0bbadd36040492aec6413c8487b2 |
130.8 MB | Download |
|
PM_FRM.zip
md5:975a29ede7794ba6fe7c1e6f56047e18 |
33.7 MB | Download |
|
PM_nFRM.zip
md5:54e2846e53f29efaffbd49c6bf27744b |
69.5 MB | Download |
|
WRF_pkl.zip
md5:ecccd00c0026b8165fa2992ed2d4a916 |
1.5 GB | Download |
| All versions | This version | |
|---|---|---|
| Views | 438 | 438 |
| Downloads | 175 | 175 |
| Data volume | 78.1 GB | 78.1 GB |
| Unique views | 352 | 352 |
| Unique downloads | 70 | 70 |
- Publication date:
- December 14, 2022
- DOI:
-
- Related identifiers:
- Identical to:
https://www.hzdr.de/publications/Publ-35834 - Referenced by:
https://www.hzdr.de/publications/Publ-35780, 10.3389/fdata.2023.1124148 - Communities:
- License (for files):
- Creative Commons Attribution 4.0 International
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Cite as
Fan, Kai, Dhammapala, Ranil, Harrington, Kyle, Lamb, Brian, & Lee, Yun Ha. (2022). Training data of a machine learning modeling framework for the air quality forecasts in the Pacific Northwest, USA. [Data set]. Rodare. http://doi.org/10.14278/rodare.2029