Soil moisture sensing with uav-mounted ir-uwb radar and deep learning

R Ding, H **, D **ang, X Wang, Y Zhang… - Proceedings of the …, 2023 - dl.acm.org
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 …

Soil-powered computing: The engineer's guide to practical soil microbial fuel cell design

B Yen, L Jaliff, L Gutierrez, P Sahinidis… - Proceedings of the …, 2024 - dl.acm.org
Human-caused climate degradation and the explosion of electronic waste have pushed the
computing community to explore fundamental alternatives to the current battery-powered …

Cost-effective soil carbon sensing with wi-fi and optical signals

J Ding, R Chandra, R Lal, L Tassiulas - Proceedings of the 30th Annual …, 2024 - dl.acm.org
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 …

[HTML][HTML] Bayesian inversion of GPR waveforms for sub-surface material characterization: An uncertainty-aware retrieval of soil moisture and overlaying biomass …

I Aziz, E Soltanaghai, A Watts, M Alipour - Remote Sensing of Environment, 2024 - Elsevier
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 …

Soil moisture sensing with mmWave radar

W Chen, Y Feng, M Cardamis, C Jiang… - Proceedings of the 6th …, 2022 - dl.acm.org
Soil moisture is a significant factor that influences plant productivity and natural resource
management. Accurate commercial soil moisture sensors often require manual data …

Non-contact soil moisture estimation using continuous wave radar and deep learning

SK Pramanik, MS Hossain, SMM Islam - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
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 …

Enabling High-rate Backscatter Sensing at Scale

M **e, M **, F Zhu, Y Zhang, X Tian, X Wang… - Proceedings of the 30th …, 2024 - dl.acm.org
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" …

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 …

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 …

Detecting soil moisture levels using battery-free Wi-Fi tag

W Jiao, J Wang, Y He, X **, X Chen - arxiv preprint arxiv:2202.03275, 2022 - arxiv.org
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 …