Applying deep neural networks to predict incidence and phenology of plant pests and diseases

Applying deep neural networks to predict incidence and phenology of plant pests and diseases

Abstract A major challenge of agriculture is to improve the sustainability of food production systems in order to provide enough food for a growing human population. Pests and pathogens cause vast yield losses, while crop protection practices raise environmental and human health concerns. Decision s...

Full description

Bibliographic Details
Main Authors: Marc Grünig, Elisabeth Razavi, Pierluigi Calanca, Dominique Mazzi, Jan Dirk Wegner, Loïc Pellissier
Format: Article
Language:English
Published: Wiley 2021-10-01
Series:Ecosphere
Subjects:
decision support system
deep neural network
image classification
insect pest
phenological modeling
Online Access:https://doi.org/10.1002/ecs2.3791

Internet

https://doi.org/10.1002/ecs2.3791

Similar Items