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Open Access
Peer-reviewed
Research Article
Precipitation nowcasting with radar data for evaluating multiple horizons using U-Net-based algorithm in Eastern Amazon
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Rafael Rocha ,
Contributed equally to this work with: Rafael Rocha, Douglas Ferreira, Eduardo Carvalho
Roles Conceptualization, Data curation, Methodology, Resources, Software, Validation, Writing – original draft, Writing – review & editing
Affiliation Environmental Intelligence Lab, Vale Institute of Technology, Belém, Pará, Brazil
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Douglas Ferreira ,
Contributed equally to this work with: Rafael Rocha, Douglas Ferreira, Eduardo Carvalho
Roles Conceptualization, Data curation, Methodology, Project administration, Resources, Software, Validation, Writing – review & editing
Affiliation Environmental Intelligence Lab, Vale Institute of Technology, Belém, Pará, Brazil
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Ewerton Oliveira,
Roles Software, Writing – original draft, Writing – review & editing
Affiliation Environmental Intelligence Lab, Vale Institute of Technology, Belém, Pará, Brazil
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Helder Arruda,
Roles Writing – original draft, Writing – review & editing
Affiliation Environmental Intelligence Lab, Vale Institute of Technology, Belém, Pará, Brazil
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Sergio Viademonte,
Roles Writing – original draft, Writing – review & editing
Affiliation Association for Information Systems, Atlanta, Georgia, United States of America
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Ana Paula Paes,
Roles Writing – original draft, Writing – review & editing
Affiliation Nimbus Business, São José dos Campos, São Paulo, Brazil
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Edmir Jesus,
Roles Writing – original draft, Writing – review & editing
Affiliation Environmental Intelligence Lab, Vale Institute of Technology, Belém, Pará, Brazil
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Claudia Costa,
Roles Writing – original draft, Writing – review & editing
Affiliation Environmental Intelligence Lab, Vale Institute of Technology, Belém, Pará, Brazil
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Vania Franco,
Roles Writing – original draft, Writing – review & editing
Affiliation Environmental Intelligence Lab, Vale Institute of Technology, Belém, Pará, Brazil
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Ivan Saraiva,
Roles Writing – original draft, Writing – review & editing
Affiliation Centro Gestor e Operacional do Sistema de Proteção da Amazônia, Manaus, Amazonas, Brazil
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Renata Tedeschi,
Roles Writing – original draft, Writing – review & editing
Affiliation Environmental Intelligence Lab, Vale Institute of Technology, Belém, Pará, Brazil
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Antonio Nogueira,
Roles Writing – original draft, Writing – review & editing
Affiliation Environmental Intelligence Lab, Vale Institute of Technology, Belém, Pará, Brazil
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Ronnie Alves,
Roles Conceptualization, Project administration, Validation, Writing – review & editing
Affiliation Environmental Intelligence Lab, Vale Institute of Technology, Belém, Pará, Brazil
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Eduardo Carvalho
Contributed equally to this work with: Rafael Rocha, Douglas Ferreira, Eduardo Carvalho
Roles Conceptualization, Data curation, Methodology, Project administration, Resources, Software, Validation, Writing – original draft, Writing – review & editing
* E-mail: eduardo.costa.carvalho@itv.org
Affiliation Environmental Intelligence Lab, Vale Institute of Technology, Belém, Pará, Brazil
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Precipitation nowcasting with radar data for evaluating multiple horizons using U-Net-based algorithm in Eastern Amazon
- Rafael Rocha,
- Douglas Ferreira,
- Ewerton Oliveira,
- Helder Arruda,
- Sergio Viademonte,
- Ana Paula Paes,
- Edmir Jesus,
- Claudia Costa,
- Vania Franco,
- Ivan Saraiva
- Published: February 5, 2026
- https://doi.org/10.1371/journal.pone.0342097