[HTML][HTML] Hyperspectral imaging predicts free fatty acid levels, peroxide values, and linoleic acid and oleic acid concentrations in tree nut kernels

T Gama, MB Farrar, M Tootoonchy, HM Wallace… - LWT, 2024 - Elsevier
Imaging technologies are advancing rapidly in food processing systems to reduce food
waste. However, modelling techniques, sample sizes and dataset proportioning methods …

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 …

Hyperspectral imaging for estimating leaf, flower, and fruit macronutrient concentrations and predicting strawberry yields

CD Dung, SJ Trueman, HM Wallace, MB Farrar… - … Science and Pollution …, 2023 - Springer
Managing the nutritional status of strawberry plants is critical for optimizing yield. This study
evaluated the potential of hyperspectral imaging (400–1,000 nm) to estimate nitrogen (N) …

[HTML][HTML] Predicting Carbohydrate Concentrations in Avocado and Macadamia Leaves Using Hyperspectral Imaging with Partial Least Squares Regressions and …

SH Bai, M Tootoonchy, W Kämper, I Tahmasbian… - Remote Sensing, 2024 - mdpi.com
Carbohydrate levels are important regulators of the growth and yield of tree crops. Current
methods for measuring foliar carbohydrate concentrations are time consuming and …

Hyperspectral imaging of adaxial and abaxial leaf surfaces for rapid assessment of foliar nutrient concentrations in hass avocado

NS Hapuarachchi, SJ Trueman, W Kämper, MB Farrar… - Remote Sensing, 2023 - mdpi.com
Rapid assessment tools are required for monitoring crop nutrient status and managing
fertiliser applications in real time. Hyperspectral imaging has emerged as a promising …

Phenolic content discrimination in Thai holy basil using hyperspectral data analysis and machine learning techniques

A Suratanee, P Chutimanukul, T Saelao… - Plos one, 2024 - journals.plos.org
Hyperspectral imaging has emerged as a powerful tool for the non-destructive assessment
of plant properties, including the quantification of phytochemical contents. Traditional …

Nondestructive estimation of specific macroelement contents in thalli of the red macroalga Pyropia yezoensis using hyperspectral imaging

S Che, L Wu, ZD Wang, L Tian, GY Du… - Journal of Applied …, 2024 - Springer
In the economically important red macroalga Pyropia, carbohydrates and proteins contents
are usually used to evaluate the nutritional status and commercial value. As main …

Optimal-Band Analysis for Chlorophyll Quantification in Rice Leaves Using a Custom Hyperspectral Imaging System

P Pengphorm, S Thongrom, C Daengngam… - Plants, 2024 - mdpi.com
Hyperspectral imaging (HSI) is a promising tool in chlorophyll quantification, providing a non-
invasive method to collect important information for effective crop management. HSI …

Optimizing UAV Hyperspectral Imaging for Predictive Analysis of Nutrient Concentrations, Biomass Growth, and Yield Prediction of Potatoes

AK Sharma, SK Sidhu, A Singh, L Zotarelli… - American Journal of …, 2024 - Springer
Accurate real-time estimation of nutrient concentrations in potato (Solanum tuberosum L.)
canopies is crucial for advanced decision support systems in site-specific nutrient …

Early detection of N, P, K deficiency in Choy Sum using hyperspectral imaging-based spatial spectral feature mining

VX Teo, S Dhandapani, R Ang Jie, VS Philip… - Frontiers in …, 2024 - frontiersin.org
Leafy vegetables are widely consumed around the world for their rich nutritional qualities. To
ensure a reliable and cost-effective supply of leafy vegetables in the future, advancements in …