Crossmark

Age-specific climate sensitivity of respiratory hospitalizations in a tropical coastal city: 20-year Random Forest forecasts

Crossref DOI link: https://doi.org/10.1007/s00484-026-03284-4

Published Online: 2026-08-03

Published Print: 2026-08

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Pereira, Marcos Paulo Santos https://orcid.org/0000-0003-4694-2370
Costa, Rafaela Lisboa https://orcid.org/0000-0002-8298-5901
dos Santos Silva, Fabricio Daniel https://orcid.org/0000-0002-3185-6413
Mariano, Glauber Lopes https://orcid.org/0000-0002-7606-7944
Gomes, Heliofabio Barros https://orcid.org/0000-0003-1790-2505
Gomes, Helber Barros https://orcid.org/0000-0001-9972-9990
da Silva, Djane Fonseca https://orcid.org/0000-0002-1857-3523
Accioly, João Otávio Alves https://orcid.org/0009-0001-0551-599X
dos Reis, Jean Souza https://orcid.org/0000-0002-1674-7518
Veneros, Eva Maria Mollinedo https://orcid.org/0000-0002-4198-1314
Bulcão, Bruno Coelho https://orcid.org/0009-0005-8224-8038
Alonso, Marcelo Félix https://orcid.org/0000-0001-6611-3911
da Silva Júnior, Flavio Manoel Rodrigues https://orcid.org/0000-0002-7344-4679
Ladle, Richard James https://orcid.org/0000-0003-3200-3946
do Couto Santos Pereira, Fabiana Rita https://orcid.org/0000-0002-6967-1078
Funding

Funding for this research was provided by:

Universidade Federal De Alagoas
License Information

Text and Data Mining valid from 2026-08-01

Version of Record valid from 2026-08-03
More Information

Article History

Received: 4 March 2026

Revised: 20 June 2026

Accepted: 16 July 2026

First Online: 3 August 2026

Declarations

Ethics approval: This study used secondary, publicly available, anonymized data from DATASUS and meteorological databases to the INMET. Ethical approval was not required according to Brazilian regulations.

Competing interests: The authors declare that they have no conflict of interest.

Document is current

Any future updates will be listed below