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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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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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Jun 15, 20232 min read
A Deeper Dive into Crop Water Stress Index: Determining Wet and Dry Thresholds
Recall that CWSI relies on establishing wet (non-stressed) and dry (stressed) ΔT (canopy-to-air temperature difference) thresholds...
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Apr 15, 20235 min read
Unlocking the Secrets of Soil Moisture: A Plant's Perspective
My journey towards developing the most accurate soil moisture sensor began as an undergraduate, a pursuit that continues to challenge me...
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