TY - JOUR
T1 - Portable sensors in precision agriculture
T2 - Assessing advances and challenges in soil nutrient determination
AU - Pal, Abhishesh
AU - Dubey, Satish Kumar
AU - Goel, Sanket
AU - Kalita, Prasanta K.
N1 - Publisher Copyright:
© 2024 Elsevier B.V.
PY - 2024/11
Y1 - 2024/11
N2 - Soil assessments are crucial for data-driven soil management and precision agriculture to promote smart soil management practices and address related environmental pollution. Conventional testing methods are time-consuming, expensive, and have limited reach in remote locations. This research paper provides a comprehensive overview of recent advancements, operation, performance, and limitations of portable devices and sensors and their suitability for soil nutrient analysis. Additional focus has been on portable optical, electrochemical, and electrophoretic devices. Furthermore, the need for further research and development of portable devices and sensors for soil nutrient analysis, with a focus on improving performance, ease of use, and accessibility for a wider range of users is also emphasized. The study also provides a future perspective and locates research gaps pertaining to devices for point-of-care applications.
AB - Soil assessments are crucial for data-driven soil management and precision agriculture to promote smart soil management practices and address related environmental pollution. Conventional testing methods are time-consuming, expensive, and have limited reach in remote locations. This research paper provides a comprehensive overview of recent advancements, operation, performance, and limitations of portable devices and sensors and their suitability for soil nutrient analysis. Additional focus has been on portable optical, electrochemical, and electrophoretic devices. Furthermore, the need for further research and development of portable devices and sensors for soil nutrient analysis, with a focus on improving performance, ease of use, and accessibility for a wider range of users is also emphasized. The study also provides a future perspective and locates research gaps pertaining to devices for point-of-care applications.
KW - Algorithms
KW - Circuit design considerations
KW - Electrochemical Sensors
KW - Models
KW - On-field testing
KW - Optical Sensors
KW - Portable Sensors
KW - Portable soil devices
KW - Precision agriculture
KW - Soil nutrient
KW - Soil nutrient prediction
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U2 - 10.1016/j.trac.2024.117981
DO - 10.1016/j.trac.2024.117981
M3 - Review article
AN - SCOPUS:85204739333
SN - 0165-9936
VL - 180
JO - TrAC - Trends in Analytical Chemistry
JF - TrAC - Trends in Analytical Chemistry
M1 - 117981
ER -