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Updated: Aug 5, 2026

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In Situ Soil Moisture Sensors in Undisturbed Soils
Published on: November 18, 2022
A Wireless Sensor Network for High Spatial and Temporal Resolution Soil Gas Emission Monitoring
Yoganand Biradavolu1, Hendri Yuda Winanto2,3, Muhammad Osama Shahid4
1Department of Electrical and Computer Engineering, University of Wisconsin-Madison, Madison, WI 53706, USA.
Sensors (Basel, Switzerland)
|July 28, 2026
Summary
A new low-cost sensor system enables scalable, long-term monitoring of soil carbon dioxide (CO2) efflux. This technology addresses limitations in current methods, offering high-resolution data for climate and ecosystem research.
Area of Science:
- Environmental Science
- Soil Science
- Ecology
Background:
- Accurate soil CO2 efflux quantification is crucial for understanding terrestrial carbon dynamics and climate change.
- Current methods like remote sensing and eddy covariance have limitations in resolution and scalability.
- Increased microbial activity due to rising temperatures and land use changes necessitates improved monitoring.
Purpose of the Study:
- To develop and validate a low-cost, battery-operated system for long-term, scalable, and high-resolution soil CO2 efflux monitoring.
- To enable in situ measurements over wide areas without manual intervention.
- To provide data for evaluating carbon balance in diverse ecosystems.
Main Methods:
- Designed a system with a novel PVC gas chamber that automates gas exchange cycles.
- Integrated low-cost sensors for CO2, temperature, moisture, and pressure.
- Utilized a low-power LoRa wireless network for real-time data transmission.
- Conducted extensive outdoor deployments for validation.
Main Results:
- The system demonstrated practicality and reliability through long-term outdoor deployments.
- Environmental factors like temperature, pressure, and humidity showed expected environmental responsiveness.
- Significant variations in CO2 emission flux rates were observed across different sensor modules.
Conclusions:
- The developed system offers a practical and scalable solution for detailed soil CO2 efflux monitoring.
- The observed spatial variability highlights the importance of high-resolution monitoring for accurate carbon flux assessment.
- This technology can enhance our understanding of soil carbon dynamics in various ecosystems.

