Features
Wishlist of features to be included in the Tree Talker Hub.
Theses functionalities and how to implement them could be discussed in the GitHub repo to this page, here.
It would make sense to include the already available Hub functionalities of TubeDB for climate station data (Landing page, Paper) into the Tree Talker Hub.
Examples below are taken from TubeDB
Dash board and inspections
Graphical inspections
- Interactive map with TreeTalker locations (Examples)
- Interactive visualisations of multi-sensor data (Examples)
Maintenance information
- Battery information (Examples)
- Transmission failure (Examples)
- Working/broken TTs
- Automatic messages for maintenance
Quality checks
- Sensor failure / Outlier screening
- Invalid values screening by multi sensor formula checks
Data storage and IO
Time series data stored and managed by TubeDB
Raw data import
- Incoming TreeTalker measurement data is imported into the database periodically, e.g each morning.
- Alternatively or complementary to periodic imports, TreeTalker nodes directly send measurements to the database for instant updates.
Data export
- Individual web browser based processing and data download.
- R interface for flexible and reproducible workflows (Examples)
Processing
Calibration
- By individual scripts
- Sap flow
- Saturation index
- Relative to absolute value calculations / scaling
- User generated absolute calibration for wood moisture sensors