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Soil moisture sensing with uav-mounted ir-uwb radar and deep learning
Wide-area soil moisture sensing is a key element for smart irrigation systems. However,
existing soil moisture sensing methods usually fail to achieve both satisfactory mobility and …
existing soil moisture sensing methods usually fail to achieve both satisfactory mobility and …
Soil-powered computing: The engineer's guide to practical soil microbial fuel cell design
Human-caused climate degradation and the explosion of electronic waste have pushed the
computing community to explore fundamental alternatives to the current battery-powered …
computing community to explore fundamental alternatives to the current battery-powered …
Cost-effective soil carbon sensing with wi-fi and optical signals
Soil carbon is a critical factor in maintaining soil health and combating climate change.
Understanding and managing soil carbon levels is essential for sustainable agriculture and …
Understanding and managing soil carbon levels is essential for sustainable agriculture and …
[HTML][HTML] Bayesian inversion of GPR waveforms for sub-surface material characterization: An uncertainty-aware retrieval of soil moisture and overlaying biomass …
Accurate estimation of sub-surface properties such as moisture content and depth of soil and
vegetation layers is crucial for applications spanning sub-surface condition monitoring …
vegetation layers is crucial for applications spanning sub-surface condition monitoring …
Soil moisture sensing with mmWave radar
Soil moisture is a significant factor that influences plant productivity and natural resource
management. Accurate commercial soil moisture sensors often require manual data …
management. Accurate commercial soil moisture sensors often require manual data …
Non-contact soil moisture estimation using continuous wave radar and deep learning
Estimating soil moisture (SM) using microwave Doppler radar is gaining attention to save
fresh water and enhance crop growth and yield in agriculture due to its noncontact form of …
fresh water and enhance crop growth and yield in agriculture due to its noncontact form of …
Enabling High-rate Backscatter Sensing at Scale
This paper presents μ Tag, an ultra-low-power backscatter sensor that supports high-
frequency sensing of a large number of targets simultaneously. The core of μ Tag is an RF" …
frequency sensing of a large number of targets simultaneously. The core of μ Tag is an RF" …
SoilTAG: fine-grained soil moisture sensing through chipless tags
W Jiao, J Wang, Y He, X **… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Soil moisture sensing plays an important role in agriculture, especially in greenhouses or
vertical farms. However, existing soil moisture sensing systems are either expensive and …
vertical farms. However, existing soil moisture sensing systems are either expensive and …
Towards deep learning for predicting microbial fuel cell energy output
A Hess-Dunlop, H Kakani, C Josephson - Proceedings of the 7th ACM …, 2024 - dl.acm.org
Soil microbial fuel cells (SMFCs) are an emerging technology which offer clean and
renewable energy in environments where more traditional power sources, such as chemical …
renewable energy in environments where more traditional power sources, such as chemical …
Detecting soil moisture levels using battery-free Wi-Fi tag
Soil sensing plays an important role in increasing agricultural output and protecting soil
sites. Existing soil sensing methods failed to achieve both high accuracy and low cost. In this …
sites. Existing soil sensing methods failed to achieve both high accuracy and low cost. In this …