v2.4.0

• Make Providentia work in MN5
• Integrate Providentia Interpolation inside Providentia
• Enable Providentia to run locally on Linux and MacOS machines
• Download data locally from esarchive and Zenodo
• Use of conda environments
• Speed optimisation
• Upgrade most modules to latest versions
• Use of CI/CD pipelines for testing
• Changed operation of spatial colocation

v2.3.0

• Implementation of interactive mode, including functions to read, filter and save the data, and make plots.
• New customisation features to remove extreme stations, define bounds and cmap by pollutant, and set exceedances thresholds.
• New plot options domain and hidedata.
• Added docs folder for future website.
• Added ability to give a name to the observations label.
• Implementation of custom plot characteristics, where users can put the specific formatting they need.

v2.2.1

• Major code refactoring
• Update to GHOST version 1.5
• Enable running of the tool on local machines
• Add variables to disable harmonisation across axes for summary and station reports
• Added NData (number of non nan data points) statistic
• Bug fixes

v2.2.0

Statistical features

• Implementation and definition of statistical methods: Flattened, Spatial|Temporal and Temporal|Spatial
• Calculation of statistics per periodic cycle (2 modes: Independent and cycle)
• Optimisation to statistical calculations.
• Differentiate between statistical modes: Independent and cycle.

Other features

• Visual changes to the dashboard.
• Creation of debug mode.
• Export data with active temporal colocation.
• Compression of reports.
• Stacking heatmaps, tables and statsummaries.
• Use of external files for custom plot characteristics.
• Multiple filters for the same variable.

v2.1.0

GENERAL

• Temporal resampling to lower resolutions for the climatology analysis.

DASHBOARD

• Multispecies filtering.
• Pop-up information on all plots.
• Restructure of menu bar for a better user experience.
• Smoothing slider for timeseries plot.
• Message boxes for warnings.
• Ability to export filtered station data.
• Speed up annotations on hover and lasso.

OFFLINE REPORTS

• Ability to turn off station and summary plots per plot type.
• Calibration factor to add, subtract, divide or multiply the experiments data.

v2.0.0

GENERAL

• Code harmonisation between dashboard and offline reports:
  • Functions to read, filter, calculate the statistics and create plots
  • Plot options (annotate, bias, trend, regression, log, etc.)
  • Configuration files
• Improvements in the reading function:
  • Read optimisation (2x faster)
  • Ability to read data from multiple networks/species
• Ability to filter data by other species data
• Ability to combine multiple species in plots
• Spatial colocation of stations (across networks/species)
• Activation of limited filtering features for non-GHOST data
• Better error warnings
• Discrete colour bars

DASHBOARD

• Cleaner dashboard menu layout
• Inclusion of new plots:
  • Boxplots
  • Scatter plot
  • Distribution plot
  • Periodic plot without bias
  • Statistics summary
• Implementation of interactive features:
  • Map zoom on mouse scroll
  • Legend picking to toggle off and on the labels data
  • Stations pop-up on mouse hover
  • Timeseries pop-up on mouse hover
• Stations selection on current map view
• Plots interchange
• Save button to screenshot each figure
• Settings button to change the basic style of the plots:
  • Change marker size (map, timeseries, scatter, periodic, periodic violin)
  • Change opacity (map)
  • Change line width (distribution, periodic, periodic violin)
• Settings button to make plot transformations:
  • Annotate statistics (all plots)
  • Smooth the lines (timeseries)
  • Add regression lines (scatter plot)
  • Get bias data (all plots)
  • Log x-axis (distribution, scatter)
  • Log y-axis (timeseries, periodic, periodic violin, distribution, scatter, boxplot)

OFFLINE REPORTS

• Inclusion of new plots:
  • Heatmaps
  • Boxplots
  • Tables
  • Periodic violin plots
  • Scatter plots
  • Statistics summary
  • Metadata
• Creation of report templates to save frequently used report types (e.g. operational)
• Added possibility to have multiple reports (per section) and specific plots per subsection
• Enable plot transformations by adding an extension to the plot name (-[stat], _bias, _obs,
  _individual, _annotate, _regression, _multispecies, _logx, _logy and _smooth)

v1.3.1

• Introduces the option to run Providentia as an offline tool

v1.3.0

• Implementation of configuration files:
  • Ability to export all options used during an evaluation to a configuration file
  • Start Providentia from a configuration file or update your current evaluation session from a configuration file
• Updated to use GHOST 1.3.3 data
• Bug fixes:
  • fixed issue related to period filtering

v1.2.1

• Exports observation/experiment data to:
  • netCDF files .nc
  • Numpy files .npz
• Fixed metadata filtering issue
• Major optimisation of the filtering performance
• Fixed errors occurring by old data paths

v1.2.0

• Updated to use GHOST 1.3.1 data
• Ability to read BSC standard .nc data (rather than solely GHOST data).
• Fixed graphical inconsistencies between machines.
• Ability to work on Nord3
• Bug fixes:
  • multi-model colocation
  • Joly-Peuch Classification Filter