Caiyun Tech Team

Oct 12, 2023 · Operations

How to Perform Quality Control for Temperature Data

The article explains the challenges of temperature data quality control in weather apps, critiques simple threshold filtering, and presents a statistical‑based solution that builds a probability‑distribution model from a decade of nationwide observations, implements a RESTful API, and evaluates its performance across locations, times, and seasons.