Article Journals

• Early plant disease diagnosis through handheld UV-Vis transmittance spectrometer with DD-SIMCA one-class classification and MCR-ALS bilinear decomposition

Mafalda Reis-Pereira, Sarmento J. Mazivila, Fernando Tavares, Filipe Neves dos Santos and Mário Cunha | 2024

• Integrating spectral sensing and systems biology for precision viticulture: effects of shade nets on grapevine physiology 

Renan Tosin, Igor Portis, Leandro Rodrigues, Igor Gonçalves, Catarina Barbosa, Jorge Teixeira, Rafael J. Mendes, Filipe Santos, Conceição Santos, Rui Martins and Mário Cunha | 2024

• A new approach for element characterization of grapevine tissue with laser-induced breakdown spectroscopy

Renan Tosin, Filipe Monteiro-Silva, Rui Martins and Mario Cunha | 2024

• Plant disease diagnosis based on hyperspectral sensing: comparative analysis of parametric spectral vegetation indices and nonparametric Gaussian process classification approaches

Mafalda Reis Pereira, Jochem Verrelst, Renan Tosin, Juan Pablo Rivera Caicedo, Fernando Tavares, Filipe Neves dos Santos and Mário Cunha | 2024

• Bi-directional hyperspectral reconstruction of cherry tomato: diagnosis of internal tissues maturation stage and composition

Renan Tosin, Mario Cunha, Filipe Monteiro-Silva, Filipe Santos, Teresa Barroso and Rui Martins | 2024

• Precision maturation assessment of grape tissues: Hyperspectral bi-directional reconstruction using tomography-like based on multi-block hierarchical principal component analysis

Renan Tosin, Filipe Monteiro-Silva, Rui Martins and Mario Cunha | 2023

• Computer vision and deep learning as tools for leveraging dynamic phenological classification in vegetable crops

Leandro Rodrigues, Sandro Augusto Magalhães, Daniel Queirós da Silva, Filipe Neves dos Santos and Mário Cunha | 2023

• Enhancing host-pathogen phenotyping dynamics: early detection of tomato bacterial diseases using hyperspectral point measurement and predictive modeling

Mafalda Reis Pereira, Filipe Neves dos Santos, Fernando Tavares and Mário Cunha | 2023

Conference Papers

• Viticultura de precisão e robótica na gestão sustentável da vinha

Mário Cunha and Filipe Santos | 2024

• Omicbots – an innovative and intelligent multi-omics platform facing wine sector challenges 

Leonor Pereira, Catarina Barbosa, Igor Gonçalves, Ana Morais, Rui Soares, Maria Manuel Maia, Rafael Mendes, Igor Portis, Renan Tosin, Rui Martins, Filipe Santos, Conceição Santos and Mário Cunha | 2024

• Exploring the impact of water stress on grapevine gene expression and polyphenol production: insights for developing a systems biology model

Igor Portis, Renan Tosin, Paulo R. Oliveira-Pinto, Leandro Pereira-Dias, Conceição Santos, Rui Martins and Mário Cunha | 2023

• In-field hyperspectral proximal sensing for estimating grapevine water status to support smart precision viticulture

Erica David, Renan Tosin, Igor Gonçalves, Leandro Rodrigues, Catarina Barbosa, Filipe Santos, Hugo Pinheiro, Rui Martins and Mario Cunha | 2023

• Early assessment of tomato bacterial spot through proximal hyperspectral sensing

Mafalda Reis Pereira, Fernando Tavares, Filipe Santos and Mário Cunha | 2023

• Tomography-like for hyperspectral bi-directional grape tissue reconstruction based on machine learning: Implications for diagnosis composition and precision maturation monitoring

Renan Tosin, Rui Martins and Mario Cunha | 2023

• Enhancing Grape Brix Prediction in Precision Viticulture: A Benchmarking Study of Predictive Models Using Hyperspectral Proximal Sensors

Maria Santos-Campos, Renan Tosin, Leandro Rodrigues, Igor Gonçalves, Catarina Barbosa, Rui Martins, Filipe Santos and Mário Cunha | 2023

• Hyperspectral proximal sensing of pigments and leaf water content in grapevine in Douro region 

Renan Tosin, Rui Martins, Isabel Pôças and Mario Cunha | 2022

• PixelCropRobot, a cartesian robotic prototype for detection and classification of plants by deep learning models

Leandro Rodrigues, Francisco Terra, Filipe Santos and Mário Cunha | 2022

Technical papers

• Smart Precision Agriculture and Sustainability

Mário Cunha and Ricardo Braga | 2022

• Sustainable agriculture in the Era of field-omics. Let's improve AgronOmics

Mário Cunha, Rui Martins and Filipe Neves dos Santos | 2022

• Sensores proximais hiperespectrais e algoritmos computacionais para fenotipagem digital de parâmetros fisiológicos da videira

Renan Tosin, Rui Costa Martins, Filipe Santos and Mário Cunha | 2022

Keynote speaker

• Robôs portugueses prometem revolucionar o setor vitivinícola. Entrevista para a revista da Associação Portuguesa de Horticultura (APH ), secção em foco vitivinicultura. APH154 (outubro), 43-44. Entrevista conduzida por Nélia Silva, 25 de setembro de 2024.

Patent

• Method and device for non-invasive tomographic characterisation of a sample comprising a plurality of differentiated tissues

Rui Costa Martins, Filipe Santos, Mário Cunha, Filipe Monteiro-Silva, Renan Tosin, Sandro Magalhães and Mafalda Reis Pereira | 2023

Final assignments course, dissertations and theses

Final assignment course:

• Sensores proximais hiperespectrais para estimar o potencial hídrico foliar numa ótica de viticultura de precisão

Érica Coutinho David | 2023

Dissertation:

• Development of portable sensor for in-vivo soluble solid content measurements in grapes – CropSign

Ana Francisca Oliveira Assunção | 2024

• Previsão do teor de sólidos solúveis totais dos bagos da videira em viticultura de precisão: Sensores proximais hiperespectrais e algoritmos computacionais

Maria João dos Santos Campos | 2023

Theses:

• Early diagnosis of bacterial plant diseases based on proximal sensing from a precision agriculture perspective

Mafalda Reis Pereira | 2024

• Advanced methodologies for the diagnosis of agronomic processes based on systems biology for precision agriculture

Renan Tosin | 2024

Datasets

• Hyperspectral spectroscopic reflectance data collected in-vivo non-symptomatic and symptomatic kiwi leaves in field conditions

Mafalda Reis Pereira, Fernando Tavares, Filipe Santos and Mário Cunha | 2024

• Hyperspectral spectroscopic transmittance data collected in-vivo healthy and diseased tomato leaflets in controlled conditions - dataset II

Mafalda Reis Pereira, Fernando Tavares, Filipe Santos and Mário Cunha | 2024

• Hyperspectral spectroscopic transmittance data collected in-vivo healthy and diseased tomato leaflets in controlled conditions - dataset I

Mafalda Reis Pereira, Fernando Tavares, Filipe Santos and Mário Cunha | 2024

• RGB images of healthy and bacterial-inoculated Tobacco plants captured under different LED light sources

Mafalda Reis Pereira, Leonor Martins, Pedro Moura, Fernando Tavares, Filipe Santos and Mário Cunha | 2024