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Dec 15, 20242 min read
Sensor Data is Useless Without Knowledge
This post struck a chord! Someone recently asked online what to do with substrate EC measurements from a commercial sensor. Folks chimed ...
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Dec 1, 20243 min read
Elevating Environmental Monitoring: A Hardware-in-the-Loop Simulation Approach to Datalogger Testing
Imagine you've developed a versatile datalogger-controller using an Arduino board to monitor and control environmental conditions. This...
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Nov 18, 20243 min read
Cracking the Code of Sensor Data: Transforming Raw Data into Actionable Insights
In the article, I provide an overview of the intricacies of leaf wetness and soil moisture sensors, explore the challenges of raw data, ...
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Nov 17, 20242 min read
Moisture Sensor Data Processing: From Raw Signal to Accurate Measurements and Classification
Signal processing includes steps such as baseline calculation, feature extraction, and normalization. These steps consider user settings ...
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Nov 10, 20242 min read
Leaf Wetness Sensor Data Processing: From Raw Signal to Accurate Classification
I trained a machine learning model to accurately classify leaf wetness events into categories such as rainfall, dew, and frost. The model ..
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Oct 2, 20243 min read
Leveraging Microclimate Data, Proximal Canopy Sensing, and Machine Learning for Precise Soil Water Potential Prediction
Building upon our previous work in biophysical modeling, we employ advanced machine learning techniques to investigate the impact of ...
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