Locality data aquisition
- Extracting data from GBIF / DiGIR / TAPIR
- Extracting data from local database (Postgis, ODBC etc)
- Extracting data from filesystem
Preprocessing
- Cleaning locality data
- Sub-sampling of locality data into test/training datasets
- PCA on environmental layers to enable selection of most useful layers
- Re-sampling of locality data to enable bootstrapping analysis
Interacting with GIS
GIS Abstraction layer? - Terraview / Terralib, QGIS, ArcGIS
- View point data
- View layer data
- Interacting with point data in GIS (deleting, selecting etc)
Modelling
- Run model!
- Save experiment as project file
- Repeat previously run models
- Run using original data (identical analysis)
- Run with most recent data
- HELP!!!!
- Masking of models
Postprocessing
- Validation of model results with test datasets
- Adapter for validators?
- Hotspot analysis of results
- Extinction risk analysis
- Methods for describing and exploring reasons for distribution
Reporting results
- Confusion matrix
- Parameters used
- Experiment overview - how many species failed etc
- Performance overview - processing time etc
- PDF report
- Model repository