Alexander A. Popkov

ORCID: 0000-0002-7404-8512
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About
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Research Areas
  • Species Distribution and Climate Change
  • Hemiptera Insect Studies
  • Phytoplasmas and Hemiptera pathogens
  • Health disparities and outcomes
  • Insect-Plant Interactions and Control
  • Health Systems, Economic Evaluations, Quality of Life

Zoological Institute
2022-2024

Abstract Deep learning algorithms and particularly convolutional neural networks are very successful in pattern recognition from images increasingly employed biology. The development of automated systems for rapid reliable species identification is vital insect systematics may revolutionize this field soon. In study, we demonstrate the ability a network to identify based on habitus photographs with expert‐level accuracy taxonomically challenging group where human‐based would require...

10.1111/syen.12543 article EN Systematic Entomology 2022-03-17

Insects are poikilothermic organisms and temperature increase usually accelerates their development rates, population distribution area growth. Therefore, it is assumed that global warming can be beneficial for the pests other widespread species at least in relatively cool temperate zones. However, climate change's effect on Palearctic remains poorly studied. This work was performed three plant bug (Insecta: Heteroptera: Miridae), present inhabiting Europe Asia.

10.7717/peerj.18377 article EN cc-by PeerJ 2024-11-22
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