The Climate Analyst Data Logger Designer

@techreport{hamilton2026climate, author = {Hamilton, Michael P., Ph.D.}, title = {The Climate Analyst Data Logger Designer}, institution = {Canemah Nature Laboratory}, year = {2026}, number = {CNL-TN-2026-052}, month = {april}, url = {https://canemah.org/archive/document.php?id=CNL-TN-2026-052}, abstract = {The YEA Labs Climate Analyst currently displays cached historical climate profiles and real-time weather conditions for 1,142 curated natural areas, but does not record continuous environmental data. This technical note specifies a Data Logger Designer — a wizard interface within the Climate Analyst that provisions virtual monitoring instruments for any curated place. The designer creates database records (`sensor\_platforms` + `monitoring\_sources`) that a single Galatea launchd collector discovers automatically on its next cycle, beginning hourly data ingestion without per-site daemon configuration. The architecture supports a three-tier instrument hierarchy: Tier 1 physical on-site stations (WeatherFlow Tempest, Ecowitt), Tier 2 nearby community stations (Weather Underground PWS network), and Tier 3 model-derived data (Open-Meteo). Multiple co-located instruments at different tiers provide data integrity through cross-validation and microclimate detection. The design builds on empirical findings from the weather API evaluation (CNL-TN-2026-023), the STRATA sensor plugin architecture (CNL-TN-2026-044), and the YEA Labs instrument suite (CNL-TN-2026-030), connecting them into an operational pipeline where database-as-configuration replaces per-site custom deployment.} }