Published July 5, 2022
| Version 1
Dataset
Open
Geo-Harmonized PM2.5 maps over Europe for the years 2018-2020
- 1. Department of Geomatics, Faculty of Civil Engineering, Czech Technical University in Prague
- 2. Department of Applied Geoinformatics and Cartography, Faculty of Science, Charles University, Czech Republic.
Description
A space-time extremely randomised trees model was used to estimate daily (between 10 a.m. and 2 p.m.) PM2.5 concentrations with 1 km spatial resolution for a three-year period 2018–2020 over Europe.
Satellite remote sensing, meteorological data, and land variables were used as the independent variables, PM2.5 ground-observations were used as the dependent variable while building the model.
Notes
This work is co-financed under Grant Agreement Connecting Europe Facility (CEF) Telecom project 2018-EU-IA-0095 by the European Union.
Files
Files
(843.9 MB)
| Name | Size | Download all |
|---|---|---|
|
md5:04cafd96a5a1972339f8713a4cf03edd
|
309.5 MB | Download |
|
md5:efef50a351496518bca9e99bb7e6aaed
|
281.1 MB | Download |
|
md5:0ad2954139b9ef200954ff16a30f5b25
|
253.3 MB | Download |