ML Pipeline Development Plan
Today I finalized the development plan for the LOAF ML pipeline. This plan outlines how we'll reproduce the LocalizedWeather paper for the Seattle/Pacific Northwest region with continuous forecasting capabilities.
Dev Log
Updates on LOAF development progress.
Submitted First Ultrasonic Anemometer PCB
Today I submitted the first version of the ultrasonic anemometer PCB for fabrication. This is a big milestone for the LOAF project.
Reverse Engineering the Ecowitt WS90
Before designing our own ultrasonic anemometer, it helps to see how commercial products solve the same problems. Today I tore down an Ecowitt WS90 to understand their approach.
Wind Sensors!
We're kicking off LOAF hardware development with wind sensors. Here's why wind comes first, why ultrasonic anemometers are the right approach, and what open source options exist today.
Introducing LOAF: Hyperlocal Weather Forecasting You Can Build
LOAF (Local Observations and Atmospheric Forecasting) aims to bring hyperlocal weather prediction to anyone with a Raspberry Pi and some sensors. Today I'm sharing why this project exists and where it's headed.
Hello World
Welcome to the LOAF dev log! This is where I'll be posting regular updates on development progress.