Towards automatic airborne pollen monitoring: From commercial devices to operational by mitigating class-imbalance in a deep learning approach-Reference-Cited by-同舟云学术

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Towards automatic airborne pollen monitoring: From commercial devices to operational by mitigating class-imbalance in a deep learning approach

Published:2021-11 Issue: Volume:796 Page:148932
ISSN:0048-9697
Container-title:Science of The Total Environment
language:en
Short-container-title:Science of The Total Environment

Author:

Schaefer Jakob,Milling Manuel,Schuller Björn W.,Bauer Bernhard,Brunner Jens O.,Traidl-Hoffmann Claudia,Damialis Athanasios

Publisher

Elsevier BV

Subject

Pollution,Waste Management and Disposal,Environmental Chemistry,Environmental Engineering

Reference42 articles.

1. Anthropogenic climate change is worsening North American pollen seasons;Anderegg;Proc. Natl. Acad. Sci.,2021

2. Allergic Rhinitis and its Impact on Asthma (ARIA) guidelines-2016 revision;Brożek;J. Allergy Clin. Immunol.,2017

3. Pollen and spore monitoring in the world;Buters;Clin. Transl. Allergy,2018

4. The EUMETNET AutoPollen programme: establishing a prototype automatic pollen monitoring network in Europe;Clot;Aerobiologia,2020

5. All-optical automatic pollen identification: towards an operational system;Crouzy;Atmos. Environ.,2016

Cited by 23 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Pollen Detection through Integrated Microfluidics and Smartphone-Driven Deep Learning Systems;Results in Engineering;2024-09

2. Storms facilitate airborne DNA from leaf fragments outside the main tree pollen season;Aerobiologia;2024-05-22

3. Feature Transformation Based on Autoencoder to Oversample on Imbalanced Data;2024 7th International Symposium on Autonomous Systems (ISAS);2024-05-07

4. Environmental Factors Affecting Pollen Allergy;Advances in Clinical Medicine;2024

5. IDA: an improved dual attention module for pollen classification;The Visual Computer;2023-09-12

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