SerpApi News
Automated Google News queries that find real local stories to corroborate detected anomaly zones.
Open Science · Independent Project
Support Earth Force
Earth Force is an independent side project built to make planetary climate observations understandable, non-alarmist, and freely accessible to everyone.
A Note from the Builders
Open Science · Independent Project
Hey there! We are two data scientists who build and maintain Earth Force in our spare time as an independent side project. The goal has always been simple: give everyday citizens a calm, transparent, and scientifically rigorous view of what’s happening across our planet’s air, weather, and water—without doom-mongering or corporate noise.
To ensure that every single number you see is 100% real and not simulated, Earth Force executes a daily batch pipeline every morning across 500 world cities. This involves real out-of-pocket costs for commercial and scientific APIs:
- SerpApi to search and ground-truth active anomaly zones with verified local news reporting.
- Google Gemini Flash to convert dense atmospheric physics into empathetic, plain-English citizen summaries.
- Supabase & PostGIS to store and index historical 30-day baseline data for over 1.41 billion monitored citizens.
- Automated cloud compute to process and evaluate extreme statistical distributions every single day.
There are no asks on how much you should give, no paywalls, and no subscription tiers. If Earth Force has been helpful, interesting, or informative to you, chipping in to buy a coffee helps cover these monthly API bills and keeps the project running freely for everyone.
Support via Buy Me a Coffee
Support with whatever amount you feel like. Every bit helps keep the APIs running.
Receipt
Where API & Server Costs Come From
Here is a transparent look at the scientific services and cloud infrastructure that power Earth Force daily:
Google Gemini AI
Translates raw meteorological deviations into calm, 2-to-3 sentence plain-English summaries for everyday citizens.
Supabase PostGIS
Persistent cloud PostgreSQL storing 500 city baselines, 10,512 world grid cells, and daily telemetry.
Daily Cloud Batch
Automated runners computing GEV sample-day rarity, Gamma SPI curves, and BH q diagnostics at 04:00 UTC.
Promise
Our Commitment to You
100% Free Forever
There are no premium features, hidden paywalls, or gated data tiers. Every citizen gets access to the full platform.
Ad-Free & Tracker-Free
Zero third-party advertising banners, zero tracking cookies, and zero selling of user telemetry data.
Completely Independent
No corporate sponsors or special interests steering the algorithms or tone. Just uncompromised public science.