STEMINATE HACKS 2026 · Environmental AI Track

Validate Climate Sensor Data
with Advanced Precision

Detect drift, spikes, and anomalies in real-time. Every sensor gets a Trust Score and automated explanation — ensuring data integrity for climate research.

3
Detection Methods
6
Trust Metrics
Automated
Explanation

Demo Sensors

3 datasets

Upload CSV

Drop a CSV file or click to browse
Required columns: timestamp, temp_c
Your CSV must have a timestamp and temp_c column. Optionally include humidity_pct for multivariate analysis.
Select a demo sensor or upload a CSV to begin
Results will appear here with full trust scoring and anomaly detection