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Proximal hyperspectral sensing of abiotic stresses in plants
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 …
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
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 …
one of the major causes that disease identification in fruits and plants occupies a salient role …
[HTML][HTML] UAV-based hyperspectral monitoring using push-broom and snapshot sensors: A multisite assessment for precision viticulture applications
Hyperspectral aerial imagery is becoming increasingly available due to both technology
evolution and a somewhat affordable price tag. However, selecting a proper UAV+ …
evolution and a somewhat affordable price tag. However, selecting a proper UAV+ …
Electrochemical soil nitrate sensor for in situ real-time monitoring
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 …
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 …
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
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 …
destructive determination of macro-and micronutrient contents in persimmon leaves …
Hyperspectral imaging of adaxial and abaxial leaf surfaces for rapid assessment of foliar nutrient concentrations in Hass avocado
Rapid assessment tools are required for monitoring crop nutrient status and managing
fertiliser applications in real time. Hyperspectral imaging has emerged as a promising …
fertiliser applications in real time. Hyperspectral imaging has emerged as a promising …
[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 …
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 …
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 …
a proxy for assessing tree drought stress and the risk of forest decline; however, its …