Raul Manuel Pereira Morais dos Santos Integrated Member
BIO
Name: Raul Manuel Pereira Morais dos Santos
Aggregation: Integrated Member
Scopus author ID: 7005147700
Orcid ID: 0000-0003-2440-9153
Ciência Vitae: 6112-C54C-DA21
Email: rmorais@utad.pt
Research Tasks
Publications
Automatic Optimization of Deep Learning Training through Feature-Aware-Based Dataset Splitting
Comparative Analysis of TLS and UAV Sensors for Estimation of Grapevine Geometric Parameters
Detection of Leak Areas in Vineyard Irrigation Systems Using UAV-Based Data
Synthetic Aperture Radar in Vineyard Monitoring: Examples, Demonstrations, and Future Perspectives
The impact of ground control points for the 3D study of grapevines in steep slope vineyards
Versatile method for grapevine row detection in challenging vineyard terrains using aerial imagery
A deep learning approach for automatic counting of bedbugs and grape moth
A Systematic Review on Automatic Insect Detection Using Deep Learning
Can the Segmentation Improve the Grape Varieties’ Identification Through Images Acquired On-Field?
Deep Learning Models for the Classification of Crops in Aerial Imagery: A Review
Evaluating YOLO Models for Grape Moth Detection in Insect Traps
Segmentation as a Pre-processing for Automatic Grape Moths Detection
Using deep learning for automatic detection of insects in traps
Grapevine Varieties Identification Using Vision Transformers
Segmentation as a Preprocessing Tool for Automatic Grapevine Classification
UAV-Based Hyperspectral Monitoring Using Push-Broom and Snapshot Sensors: A Multisite Assessment for Precision Viticulture Applications
Using Deep Learning for Detection and Classification of Insects on Traps
VineInspector: The Vineyard Assistant
Vineyard classification using OBIA on UAV-based RGB and multispectral data: A case study in different wine regions
Projects
LivingSoiLL - Healthy Soil to Permanent Crops Living Labs
Coordinator / Cristina Carlos
Start date / 2024/06
Funding / European Commission - Horizon Europe
Reference / GA 101157502
I-ReWater - Gestão sustentável dos recursos hídricos na agricultura de regadio no espaço SUDOE
UTAD/CITAB Coordinator / Anabela Silva
Start date / 2024/01
Funding / INTERREG - SUDOE
Reference / S1/2.5/E0136
MONTEVITIS - Integrating a Comprehensive European Approach for Climate Change Mitigation and Adaptation in Montenegro Viticulture
UTAD/CITAB Coordinator / João Santos
Start date / 2023/01
Funding / European Commission - Horizon Europe
Reference / Grant Agreement n.º 101059461
SOIL O-LIVE - The Soil Biodiversity and Functionality of Mediterranean Olive Groves: A Holistic Analysis of the Influence of Land Management on Olive Oil Quality and Safety
UTAD/CITAB Coordinator / Joaquim Sousa
Start date / 2023/01
Funding / European Commission - Horizon Europe
Reference / Grant Agreement n.º 101091255
AGROSERV -Integrated Services supporting a sustainable Agroecological transition
Coordinator / Michel Boer
UTAD/CITAB Coordinator / Mário Santos
Start date / 2022/09
Funding / European Commission - Horizon Europe
Reference / Grant Agreement n.º 101058020
Vine & Wine PT - Driving Sustainable Growth Through Smart Innovation
Coordinator / Jorge Dias
UTAD/CITAB Coordinator / Raul Santos
Start date / 2021/11
Funding / IAPMEI - PRR - Recovery and Resilience Plan / Mobilising Agendas
Reference / C644866286-00000011
DATI – Digital Agriculture Technologies for Irrigation efficiency
Coordinator / Alessandro Matese
UTAD/CITAB Coordinator / Joaquim Sousa
Start date / 2021/06
Funding / PRIMA - Section II
Reference / PRIMA/0007/2020
ADAPTACLIMA II - Adaptation to Climate Change in SUDOE
UTAD/CITAB Coordinator / Ronaldo Gabriel
Start date / 2012/11
Funding / INTERREG - SUDOE
Reference / SUDOE "SOE3/P2/E477"
Patents
Device to determine the risk of occurrence of mildew in productive rows (116205)
Patent nº /
116205
Concession date /
2023-01-13
Researchers /
Emanuel Correia
,
Maria Cortez
,
Raul Santos