Flexible leaf wetness sensor based on laser-induced graphene for precision agriculture

The monitoring of leaf wetness is critical for the prevention of plant diseases and the optimization of agricultural practices. Current leaf wetness sensors, such as dew gauges, leaf-shape resistance sensors, and flexible aluminum sensors, offer varying degrees of accuracy and durability, yet each faces limitations in cost, practicality, and environmental robustness. This work explores the development of a low-cost, flexible leaf-wetness sensor designed to replicate the hydrophobic properties of the leaves of Strobilanthes crispa, Gynura procumbus and Alternanthera sessilis and provide periodic measurements of leaf wetness. Using a combination of capacitance-based interdigitated transducers fabricated using laser-induced graphene on Kapton tape and surface coatings with parylene C, the proposed sensor addresses the challenges posed by existing technologies while offering a simpler and scalable solution for agricultural environments. The sensor can quantify water wetness levels up to 80 μL with a worst-case error of 21 %, with an average sensitivity of 1.3 pF/μL. The accompanying data acquisition system enables reliable Wi-Fi transmission of sensor data, further enhancing the practical application of the sensor. Experimental results show that the sensor demonstrates reliable performance in simulated field conditions, with future work focused on improving long-term durability, large-scale deployment and refining manufacturing processes. • A low-cost, flexible leaf wetness sensor designed to provide real-time measurements of leaf wetness. • A capacitive sensor made from laser-induced graphene on Kapton tape and surface coatings with parylene C. • The sensor can quantify water wetness levels up to 80 μL with a worst-case error of 21 %, with an average sensitivity of 1.3 pF/μL

Authors

Institutions

Publication Details

Journal
Sensors and Actuators A Physical
Published
2025-03-22
DOI
https://doi.org/10.1016/j.sna.2025.116493
Citations
4
Primary Topic
Advanced Sensor and Energy Harvesting Materials
Type
article
Field-Weighted Citation Impact
2.70
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Flexible leaf wetness sensor based on laser-induced graphene for precision agriculture

C. Leroux, Wee Chen Gan, Swee Tiam Tan, G A Ryan et al.
4 citations
Sensors and Actuators A Physical
Advanced Sensor and Energy Harvesting Materials
2.70
article

Flexible leaf wetness sensor based on laser-induced graphene for precision agriculture

C. Leroux, Wee Chen Gan, Swee Tiam Tan, G A Ryan, Kean Chin Aw, Fei Huang, Junping Feng, Zaid Mustafa, James Lukman, Qianyuan Woo
article en
4 citations

Abstract

The monitoring of leaf wetness is critical for the prevention of plant diseases and the optimization of agricultural practices. Current leaf wetness sensors, such as dew gauges, leaf-shape resistance sensors, and flexible aluminum sensors, offer varying degrees of accuracy and durability, yet each faces limitations in cost, practicality, and environmental robustness. This work explores the development of a low-cost, flexible leaf-wetness sensor designed to replicate the hydrophobic properties of the leaves of Strobilanthes crispa, Gynura procumbus and Alternanthera sessilis and provide periodic measurements of leaf wetness. Using a combination of capacitance-based interdigitated transducers fabricated using laser-induced graphene on Kapton tape and surface coatings with parylene C, the proposed sensor addresses the challenges posed by existing technologies while offering a simpler and scalable solution for agricultural environments. The sensor can quantify water wetness levels up to 80 μL with a worst-case error of 21 %, with an average sensitivity of 1.3 pF/μL. The accompanying data acquisition system enables reliable Wi-Fi transmission of sensor data, further enhancing the practical application of the sensor. Experimental results show that the sensor demonstrates reliable performance in simulated field conditions, with future work focused on improving long-term durability, large-scale deployment and refining manufacturing processes. • A low-cost, flexible leaf wetness sensor designed to provide real-time measurements of leaf wetness. • A capacitive sensor made from laser-induced graphene on Kapton tape and surface coatings with parylene C. • The sensor can quantify water wetness levels up to 80 μL with a worst-case error of 21 %, with an average sensitivity of 1.3 pF/μL

Sensors and Actuators A PhysicalVol. 388
Université de Toulon (FR), University of Auckland (NZ), Donghua University (CN), Xiamen University Malaysia (MY), Jiangsu University of Technology (CN)
Zero hunger
Openalex Percentile: Top 11%
Advanced Sensor and Energy Harvesting Materials
2.70
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.