Discrete Time Series Forecasting of Hive Weight, In-Hive Temperature, and Hive Entrance Traffic in Non-Invasive Monitoring of Managed Honey Bee Colonies: Part I.

Animals Bees / physiology Temperature Forecasting / methods
ARIMA FAIR datasets artificial neural networks autoregressive integrated moving average convolutional neural networks discrete time series forecasting hive monitoring sensors long short-term memory precision apiculture predictive hive monitoring

Journal

Sensors (Basel, Switzerland)
ISSN: 1424-8220
Titre abrégé: Sensors (Basel)
Pays: Switzerland
ID NLM: 101204366

Informations de publication

Date de publication:
04 Oct 2024
Historique:
received: 17 08 2024
revised: 29 09 2024
accepted: 29 09 2024
medline: 16 10 2024
pubmed: 16 10 2024
entrez: 16 10 2024
Statut: epublish

Résumé

From June to October, 2022, we recorded the weight, the internal temperature, and the hive entrance video traffic of ten managed honey bee (

Identifiants

DOI: 10.3390/s24196433 PMID: 39409473
pubmed: 39409473
pii: s24196433
doi: 10.3390/s24196433
pii:
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Subventions

Organisme : United States Department of Agriculture
ID : 2024-67013-42521

Auteurs

Vladimir A Kulyukin (VA)

Department of Computer Science, Utah State University, Logan, UT 84322, USA.
ORCID: 0000-0002-8778-5175

Daniel Coster (D)

Department of Mathematics and Statistics, Utah State University, Logan, UT 84322, USA.
ORCID: 0000-0002-4801-5637

Aleksey V Kulyukin (AV)

Department of Data Analytics and Information Systems, Huntsman School of Business, Utah State University, Logan, UT 84322, USA.
ORCID: 0009-0009-4396-9878

William Meikle (W)

Carl Hayden Bee Research Center, United States Department of Agriculture, Agricultural Research Service, Tucson, AZ 85719, USA.
ORCID: 0000-0002-1759-6950

Milagra Weiss (M)

Carl Hayden Bee Research Center, United States Department of Agriculture, Agricultural Research Service, Tucson, AZ 85719, USA.
ORCID: 0000-0002-7886-2773

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Classifications MeSH

questionsmedicales.fr › Eucaryotes › Animaux › Discrete Time Series Forecasting of Hive...
questionsmedicales.fr › Eucaryotes › Animaux › Invertébrés › Arthropodes › Insectes › Pterygota › Neoptera › Holometabola › Hymenoptera › Abeilles › Discrete Time Series Forecasting of Hive...
questionsmedicales.fr › Environnement et santé publique › Environnement › Concepts météorologiques › Atmosphère › Temps (météorologie) › Température › Discrete Time Series Forecasting of Hive...
questionsmedicales.fr › Sciences sociales › Prévision › Discrete Time Series Forecasting of Hive...