Abiotic stress and belowground microbiome: The potential of omics approaches

M Sandrini, L Nerva, F Sillo, R Balestrini… - International Journal of …, 2022 - mdpi.com
Nowadays, the worldwide agriculture is experiencing a transition process toward more
sustainable production, which requires the reduction of chemical inputs and the preservation …

Enhancing pigment phenoty** and classification in lettuce through the integration of reflectance spectroscopy and AI algorithms

R Falcioni, JVF Gonçalves, KM Oliveira, CA Oliveira… - Plants, 2023 - mdpi.com
In this study, we investigated the use of artificial intelligence algorithms (AIAs) in
combination with VIS-NIR-SWIR hyperspectroscopy for the classification of eleven lettuce …

Nutrient deficiency lowers photochemical and carboxylation efficiency in tobacco

R Falcioni, T Moriwaki, M Rodrigues… - … and Experimental Plant …, 2023 - Springer
Nutritional deficiency in plants triggers significant economic losses for important crops. As a
direct consequence, it broadly affects plant growth, and photosynthetic efficiency is strongly …

Classification and Prediction by Pigment Content in Lettuce (Lactuca sativa L.) Varieties Using Machine Learning and ATR-FTIR Spectroscopy

R Falcioni, T Moriwaki, MS Gibin, A Vollmann… - Plants, 2022 - mdpi.com
Green or purple lettuce varieties produce many secondary metabolites, such as
chlorophylls, carotenoids, anthocyanins, flavonoids, and phenolic compounds, which is an …

[HTML][HTML] Fluorescence and hyperspectral sensors for nondestructive analysis and prediction of biophysical compounds in the green and purple leaves of Tradescantia …

R Falcioni, RB Oliveira, ML Chicati, WC Antunes… - Sensors, 2024 - mdpi.com
The application of non-imaging hyperspectral sensors has significantly enhanced the study
of leaf optical properties across different plant species. In this study, chlorophyll fluorescence …

Spectral estimation of carnosic acid content in in vivo rosemary plants

MM Sahoo, O Perach, A Shachter, I Gonda… - Industrial Crops and …, 2022 - Elsevier
Abstract Rosemary (Salvia rosmarinus (L.) Schleid., Handb. syn. Rosmarinus officinalis L.)
extracts are widely used as natural preservatives due to their antimicrobial and antioxidant …

[HTML][HTML] Influence of Spotted Lanternfly (Lycorma delicatula) on Multiple Maple (Acer spp.) Species Canopy Foliar Spectral and Chemical Profiles

EG Joll, MD Ginzel, K Hoover, JJ Couture - Remote Sensing, 2024 - mdpi.com
Invasive species have historically disrupted environments by outcompeting, displacing, and
extirpating native species, resulting in significant environmental and economic damage …

[HTML][HTML] Comparative Insights into Photosynthetic, Biochemical, and Ultrastructural Mechanisms in Hibiscus and Pelargonium Plants

R Falcioni, WC Antunes, RB de Oliveira, ML Chicati… - Plants, 2024 - mdpi.com
Understanding photosynthetic mechanisms in different plant species is crucial for advancing
agricultural productivity and ecological restoration. This study presents a detailed …

Development of hyperspectral indices for anti-cancerous Taxol content estimation in the Himalayan region

A Gupta, P Singh, PK Srivastava, MK Pandey… - Geocarto …, 2022 - Taylor & Francis
Monitoring and management of rare and economically important species in the highly
complex terrain are challenging and thus need advanced technological development. In this …