Proximal hyperspectral sensing of abiotic stresses in plants

A Sanaeifar, C Yang, M de la Guardia, W Zhang… - Science of The Total …, 2023 - Elsevier
Recent attempts, advances and challenges, as well as future perspectives regarding the
application of proximal hyperspectral sensing (where sensors are placed within 10 m above …

A systematic literature review of machine learning techniques deployed in agriculture: A case study of banana crop

P Sahu, AP Singh, A Chug, D Singh - IEEE Access, 2022 - ieeexplore.ieee.org
Agricultural productivity is the asset on which the world's economy thoroughly relies. This is
one of the major causes that disease identification in fruits and plants occupies a salient role …

Electrochemical soil nitrate sensor for in situ real-time monitoring

MA Eldeeb, VN Dhamu, A Paul, S Muthukumar… - Micromachines, 2023 - mdpi.com
Sustainable agriculture is the answer to the rapid rise in food demand which is straining our
soil, leading to desertification, food insecurity, and ecosystem imbalance. Sustainable …

[HTML][HTML] Field Application of a Vis/NIR hyperspectral imaging system for nondestructive evaluation of physicochemical properties in 'Madoka'peaches

KE Jang, G Kim, MH Shin, JG Cho, JH Jeong, SK Lee… - Plants, 2022 - mdpi.com
Extensive research has been performed on the in-field nondestructive evaluation (NDE) of
the physicochemical properties of 'Madoka'peaches, such as chromaticity (a*), soluble solids …

Non-destructive appraisal of macro-and micronutrients in persimmon leaves using Vis/NIR hyperspectral imaging

M Acosta, I Rodríguez-Carretero, J Blasco, JM de Paz… - Agriculture, 2023 - mdpi.com
Visible and near-infrared (Vis/NIR) hyperspectral imaging (HSI) was used for rapid and non-
destructive determination of macro-and micronutrient contents in persimmon leaves …

[HTML][HTML] The detection of kiwifruit sunscald using spectral reflectance data combined with machine learning and CNNs

K Wu, Z Jia, Q Duan - Agronomy, 2023 - mdpi.com
Sunscald in kiwifruit, an environmental stress caused by solar radiation during the summer,
reduces fruit quality and yields and causes economic losses. The efficient and timely …

A high-efficiency lettuce quality detection system based on FPGA

Z Wang, T Li, R Du, N Yang, J ** - Computers and Electronics in …, 2025 - Elsevier
In recent years, hyperspectral imaging technology has been widely applied in agriculture;
however, its complex and redundant data poses significant challenges for implementation …

Prediction and map** of leaf water content in Populus alba var. pyramidalis using hyperspectral imagery

ZK Li, HL Li, XW Gong, HF Wang, GY Hao - Plant Methods, 2024 - Springer
Leaf water content (LWC) encapsulates critical aspects of tree physiology and is considered
a proxy for assessing tree drought stress and the risk of forest decline; however, its …