Sensor Community AI Calibrated Data Sofia Jan-May 2022
This dataset contains corrected PM10 measurements for Sofia Jan-May 2022 fetched from Sensor Community and calibrated with an Extremely Randomised Tree.
Main Characteristic
This dataset contains corrected PM10 measurements for Sofia Jan-May 2022 fetched from Sensor Community and calibrated with an Extremely Randomised Tree.
The model was trained with a set of collocated low-cost sensor - reference station pairs. We report a validation RMSE of 9.64 and R2 score of 0.79.
The dataset consists of 250 sensors dispersed over Sofia and covers the period between January and May 2022.
Research areas
Explainable AI
Technical Categories
Machine learning
Business Categories
Earth Observation
Last updated
01.09.2023 - 14:13
GDPR Requirements
This dataset requires no user input