Fixed a bug in load_uba_data_from_dir() where hours
were not converted correctly to lubridate datetimes.
Changed alignment of rolling mean in plotting functions to
"right".
ubair 1.1.0
Initial CRAN Submission Public Release
First public release of ubair on CRAN.
Previous internal versions (pre-CRAN) were used privately or shared
within a specific group.
The package is intended for use with air quality station measurement
data. These can be obtained for Germany via Air
Quality Data API (UBA) or per request to
immission@uba.de
Includes the following features:
Counterfactual analysis: Apply counterfactual
analysis to assess external effects on air quality based on
meteorological data, with support for four models: LightGBM, Random
Forest, Feedforward Neural Network, and Dynamic Regression.
Data detrending and retrending: Enable users to
remove and reintroduce trends in data as needed.
Visualization and evaluation: Provide tools for
visualizing and evaluating the results of counterfactual analyses.
Data preprocessing: Preprocess data to prepare it
for counterfactual analysis.