[HTML][HTML] Classification and analysis of pistachio species with pre-trained deep learning models

D Singh, YS Taspinar, R Kursun, I Cinar, M Koklu… - Electronics, 2022 - mdpi.com
Pistachio is a shelled fruit from the anacardiaceae family. The homeland of pistachio is the
Middle East. The Kirmizi pistachios and Siirt pistachios are the major types grown and …

[HTML][HTML] Predicting Models for Plant Metabolites Based on PLSR, AdaBoost, XGBoost, and LightGBM Algorithms Using Hyperspectral Imaging of Brassica juncea

HI Yoon, H Lee, JS Yang, JH Choi, DH Jung, YJ Park… - Agriculture, 2023 - mdpi.com
The integration of hyperspectral imaging with machine learning algorithms has presented a
promising strategy for the non-invasive and rapid detection of plant metabolites. For this …

Application of colorimetric sensor array combined with visible near-infrared spectroscopy for the matcha classification

Q Ouyang, Y Rong, J Wu, Z Wang, H Lin, Q Chen - Food Chemistry, 2023 - Elsevier
Matcha tea powder is considered as an integral part of a healthy diet due to its enormous
health benefits. In the current study, visible near-infrared (Vis-NIR) and colorimetric sensor …

[HTML][HTML] Remote sensing for sustainable pistachio cultivation and improved quality traits evaluation through thermal and non-thermal UAV vegetation indices

R Martínez-Peña, S Vélez, R Vacas, H Martín… - Applied Sciences, 2023 - mdpi.com
Featured Application Pistachio orchard management using remote sensing with UAVs.
Abstract Pistachio (Pistacia vera L.) has earned recognition as a significant crop due to its …

Hyperspectral imaging for non-destructive detection of honey adulteration

Y Shao, Y Shi, G Xuan, Q Li, F Wang, C Shi… - Vibrational …, 2022 - Elsevier
Honey adulteration causes serious economic losses for the industry, and it is difficult to
detect various syrup adulteration. There is no doubt that the research on honey adulteration …

Detection of Insect-Damaged Maize Seed Using Hyperspectral Imaging and Hybrid 1D-CNN-BiLSTM Model

Z Wang, S Fan, T An, C Zhang, L Chen… - Infrared Physics & …, 2024 - Elsevier
Maize (Zea mays L.) holds a pivotal position in various domains, making maize seeds'
germination rate and quality crucial for agricultural production. Insect-infested seeds can …

Vigor identification of maize seeds by using hyperspectral imaging combined with multivariate data analysis

P Xu, Y Zhang, Q Tan, K Xu, W Sun, J Xing… - Infrared Physics & …, 2022 - Elsevier
As an important food crop in China, rapid and accurate discrimination of maize seed vigor is
crucial for agricultural development. In this study, 1,680 maize seeds were subjected to …

[HTML][HTML] Rapid analysis technologies with chemometrics forfood authenticity field: A review

Z Zhang, Y Li, S Zhao, M Qie, L Bai, Z Gao… - Current Research in …, 2024 - Elsevier
In recent years, the problem of food adulteration has become increasingly rampant,
seriously hindering the development of food production, consumption, and management …

[HTML][HTML] End-of-life textile recognition in a circular economy perspective: a methodological approach based on near infrared spectroscopy

G Bonifazi, R Gasbarrone, R Palmieri, S Serranti - Sustainability, 2022 - mdpi.com
The life cycle of textiles (ie, fabrics and apparel products) generates many environmental
impacts, such as resource consumption, water, soil, and air pollution through the dispersion …

Laser-induced fluorescence spectroscopy enhancing pistachio nut quality screening

I Magnus, F Abbasi, H Thienpont, L Smeesters - Food Control, 2024 - Elsevier
Food safety and quality has become increasingly important in our society, driving the
development of novel optical food sensing technologies. Optical sensing technologies have …