Moisture Mapper: Non-Invasive Soil Moisture Detection With a Millimeter-Wave Sensor
June 2023 - April 2024
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TLDR
- Designed and built an embedded sensing system using a Texas Instruments AWR1642 automotive radar, SparkFun RedBoard, and Adafruit Mini GPS PA1010D to non-invasively predict soil moisture on golf courses.
- Collected and analyzed extensive soil moisture datasets, developing a classifier with high accuracy in predicting Volume Water Content (VWC).
- Created a Streamlit dashboard to dynamically visualize moisture readings overlaid with GPS coordinates.