Advanced

  • While mastering Java basics, collections, and multithreading provides a solid foundation, advanced Java techniques are what differentiate professional developers from… Read more.

    3–5 minutes

Methods

  • Weekly field observations along fixed routes.
  • Short interviews using a consistent guide.
  • Sensor readings checked at the start of each session.
  • Cleaning decisions documented as a changelog.

  • Processing: normalized timestamps; flagged gaps; spot-checked outliers.
  • Limits: some missing intervals during battery replacement.

Data & Ethics

Data

Upon request, sensitive locations have been removed from the public files. License: CC BY 4.0 for shared materials.

Ethics

Consent protocols used where applicable.

Contact

fieldnoteslab@ucc.ie