Applying Artificial Neural Networks to Oxidative Stress Biomarkers in Forager Honey Bees (<i>Apis mellifera</i>) for Ecological Assessment

Insect pollinators provide an important ecosystem service that supports global biodiversity and environmental health. The study investigates the effects of the environmental matrix on six oxidative stress biomarkers in the honey bee <i>Apis mellifera</i>. Thirty-five apiaries located in urban, fores...

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Detalhes bibliográficos

Principais autores:	Gianandrea La Porta, Gabriele Magara, Enzo Goretti, Barbara Caldaroni, Ambrosius Josef Martin Dörr, Roberta Selvaggi, Matteo Pallottini, Tiziano Gardi, Beniamino T. Cenci-Goga, David Cappelletti, Antonia Concetta Elia
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2023-08-01
coleção:	Toxics
Assuntos:	biological indicators biomarkers environmental factors metals Self-Organizing Map
Acesso em linha:	https://www.mdpi.com/2305-6304/11/8/661
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