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Nathalie dos Santos Guimarães Scholarship Researcher

BIO

Name: Nathalie dos Santos Guimarães

Aggregation: Scholarship Researcher

Scopus author ID: https://www.scopus.com/authid/detail.uri?authorId=57211107190

Orcid ID: https://orcid.org/0000-0002-0636-1099

Ciência Vitae: https://www.cienciavitae.pt//FF12-25EF-1093

Email: guima.santos.n@gmail.com

Research Tasks

Innovative technologies and processes

Publications

Perma_Crops_PT: A geolocated dataset for permanent crops in Portugal
Fraga H., Freitas T., Guimarães N., Santos J.A., (2024) Perma_Crops_PT: A geolocated dataset for permanent crops in Portugal Data in Brief 57 (110971). ISSN: 23523409. doi: 10.1016/j.dib.2024.110971.
Almond cultivar identification using machine learning classifiers applied to UAV-based multispectral data
Guimarães N., Pádua L., Sousa J.J., Bento A., Couto P., (2023) Almond cultivar identification using machine learning classifiers applied to UAV-based multispectral data International Journal of Remote Sensing 44 :1533-1555. ISSN: 13665901. doi: 10.1080/01431161.2023.2185913.
Climate Change Impacts on the Côa Basin (Portugal) and Potential Impacts on Agricultural Irrigation
Rodrigues D., Fonseca A., Stolarski O., Freitas T.R., Guimarães N., Santos J.A., Fraga H., (2023) Climate Change Impacts on the Côa Basin (Portugal) and Potential Impacts on Agricultural Irrigation Water (Switzerland) 15 (2739). ISSN: 20734441. doi: 10.3390/w15152739.
Identification of Aphids Using Machine Learning Classifiers on UAV-Based Multispectral Data
Guimaraes N., Padua L., Sousa J.J., Bento A., Couto P., (2023) Identification of Aphids Using Machine Learning Classifiers on UAV-Based Multispectral Data International Geoscience and Remote Sensing Symposium (IGARSS) 2023-July :3462-3465. doi: 10.1109/IGARSS52108.2023.10281655.
Vintage Port prediction and climate change scenarios
Fraga H., Guimarães N., Santos J.A., (2023) Vintage Port prediction and climate change scenarios Oeno One 57. doi: 10.20870/oeno-one.2023.57.4.7694.
ALMOND ORCHARD MANAGEMENT USING MULTI-TEMPORAL UAV DATA: A PROOF OF CONCEPT
Guimaraes N., Padua L., Sousa J.J., Bento A., Couto P., (2022) ALMOND ORCHARD MANAGEMENT USING MULTI-TEMPORAL UAV DATA: A PROOF OF CONCEPT International Geoscience and Remote Sensing Symposium (IGARSS) 2022-July :4376-4379. doi: 10.1109/IGARSS46834.2022.9883370.
Future Scenarios for Olive Tree and Grapevine Potential Yields in the World Heritage Côa Region, Portugal
Fraga H., Guimarães N., Freitas T.R., Malheiro A.C., Santos J.A., (2022) Future Scenarios for Olive Tree and Grapevine Potential Yields in the World Heritage Côa Region, Portugal Agronomy 12 (350). ISSN: 20734395. doi: 10.3390/agronomy12020350.