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João Vitor Ferreira Gonçalves

Observed names: GONÇALVES, J. V. F., Gonçalves, João Vitor Ferreira
ORCID: 0000-0001-7377-7070
Observed ORCID: 0000-0001-7377-7070
OpenAlex ID: A5019801126
Machine learning as a tool to predict potassium concentration in soybean leaf using hyperspectral data
2023 · Renato Herrig Furlanetto, Luís Guilherme Teixeira Crusiol, et al. · Precision Agriculture · 34
Progressive Water Deficit Impairs Soybean Growth, Alters Metabolic Profiles, and Decreases Photosynthetic Efficiency
2025 · Renan Falcioni, Caio Almeida de Oliveira, et al. · Plants · 28
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Chemometric Analysis for the Prediction of Biochemical Compounds in Leaves Using UV-VIS-NIR-SWIR Hyperspectroscopy
2023 · Renan Falcioni, João Vitor Ferreira Gonçalves, et al. · Plants · 25
Predicting Particle Size and Soil Organic Carbon of Soil Profiles Using VIS-NIR-SWIR Hyperspectral Imaging and Machine Learning Models
2024 · Karym Mayara de Oliveira, João Vitor Ferreira Gonçalves, et al. · Remote Sensing · 21
Nutrient deficiency lowers photochemical and carboxylation efficiency in tobacco
2023 · Renan Falcioni, Thaise Moriwaki, et al. · Theoretical and Experimental Plant Physiology · 20
Enhancing Pigment Phenotyping and Classification in Lettuce through the Integration of Reflectance Spectroscopy and AI Algorithms
2023 · Renan Falcioni, João Vitor Ferreira Gonçalves, et al. · Plants · 20
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VIS-NIR-SWIR Hyperspectroscopy Combined with Data Mining and Machine Learning for Classification of Predicted Chemometrics of Green Lettuce
2022 · Renan Falcioni, João Vitor Ferreira Gonçalves, et al. · Remote Sensing · 20
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High-Throughput Identification and Prediction of Early Stress Markers in Soybean Under Progressive Water Regimes via Hyperspectral Spectroscopy and Machine Learning
2025 · Caio Almeida de Oliveira, Nicole Ghinzelli Vedana, et al. · Remote Sensing · 9
Mapping of Leaf Pigments in Lettuce via Hyperspectral Imaging and Machine Learning
2025 · João Vitor Ferreira Gonçalves, Renan Falcioni, et al. · Horticulturae · 8
Rapid Determination of Soil Horizons and Suborders Based on VIS-NIR-SWIR Spectroscopy and Machine Learning Models
2023 · Karym Mayara de Oliveira, Renan Falcioni, et al. · Remote Sensing · 7
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A Step Forward in Hybrid Soil Laboratory Analysis: Merging Chemometric Corrections, Protocols and Data-Driven Methods
2024 · Bruno dos Anjos Bartsch, Nicolas Augusto Rosin, et al. · Remote Sensing · 6
Classification of soil horizons based on VisNIR and SWIR hyperespectral images and machine learning models
2024 · Karym Mayara de Oliveira, João Vitor Ferreira Gonçalves, et al. · Remote Sensing Applications Society and Environment · 6
Soil Properties Related to Phosphorus Sorption and Prediction of Maximum Phosphorus Adsorption Capacity of Soils from Southern Brazil
2024 · Fernando Marcos Brignoli, Gilmar Luiz Mumbach, et al. · Journal of soil science and plant nutrition · 5
VIS–NIR–SWIR Hyperspectral Imaging and Advanced Machine and Deep Learning Algorithms for a Controlled Benchmark of Bean Seed Identification and Classification
2026 · Renan Falcioni, Nicole Ghinzelli Vedana, et al. · Plants · 4
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Visible-Near-Infrared Hyperspectral Imaging Enables Nondestructive Identification of Bean Accessions via 1D Spectral Reflectance Analysis
2026 · Renan Falcioni, Nicole Ghinzelli Vedana, et al. · ACS Omega · 1
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Classificação de solos e caracterização de atributos físicos de solos de uma topossequência do Arenito Caiuá
2024 · Rafael Luiz Panini, Marcelo Alessandro Araújo, et al. · OBSERVATÓRIO DE LA ECONOMÍA LATINOAMERICANA · 1
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Integrating Remote-Sensing Data: UAV Multispectral Imagery, Drone-Derived 3D Canopy Traits and Gridded Climate Variables to Support Potassium Management and Soybean Yield Estimation
2026 · João Vitor Ferreira Gonçalves, Luis Guilherme Teixeira Crusiol, et al. · Remote Sensing
Soil Suborder Discrimination Using Machine Learning Is Improved by SWIR Imaging Compared with Full VIS–NIR–SWIR Spectra
2026 · Daiane de Fatima da Silva Haubert, Nicole Ghinzelli Vedana, et al. · Remote Sensing
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Análise E Caracterização Ambiental Da Microbacia Do Córrego Itaúna – Londrina-pr: Modernização Metodológica Apoiada Em Geotecnologias
2018 · João Vitor Ferreira Gonçalves, Agostinho P. A. Júnior, et al. · Simpósio Nacional de Geografia e Gestão Territorial e Semana Acadêmica de Geografia da Universidade Estadual de Londrina
Works count: 33
Citation count: 215
H-index: 8
I10-index: 7
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