Malaria risk assessment and mapping using satellite imagery and boosted regression trees in the Peruvian Amazon

Autor: Catherine Linard, Angel Rosas-Aguirre, Alejandro Llanos-Cuentas, Philippe Lejeune, Niko Speybroeck, Jose Pasapera-Gonzales, Diamantina Moreno-Gutierrez, Walter Valdivia, Morgan Pearcy, Marie-Pierre Hayette, Elisa Solano-Villarreal

Publikováno v: Scientific Reports, Vol 9, Iss 1, Pp 1-12 (2019)
Scientific Reports, Vol. 9, no.1, p. 12p. (2019)
CONCYTEC-Institucional
Consejo Nacional de Ciencia Tecnología e Innovación Tecnológica
instacron:CONCYTEC
Scientific reports
Scientific Reports

This is the first study to assess the risk of co-endemic Plasmodium vivax and Plasmodium falciparum transmission in the Peruvian Amazon using boosted regression tree (BRT) models based on social and environmental predictors derived from satellite ima

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b9360b0e43afe78a9ce10dac5b039997
http://link.springer.com/article/10.1038/s41598-019-51564-4