Dataset for a Multimodal Machine Learning System for Non-Invasive Detection of Varroa Destructor Infestations in Honey Bee Colonies

Fuente: Zenodo

Guardado en:

Detalles Bibliográficos
Autor principal:	Gaba, Parth
Formato:	Recurso digital
Publicado:	Zenodo 2026
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Honey Bee Viromes From Varroa destructor ‐Resistant and Susceptible Colonies
por: Daniela Arredondo, et al.
Publicado: (2025)

Honey Bee Colony Health
Publicado: (2021)

Investigating Parasitic Mites and Insect Pest Infestations in Honey Bee Hives Colonies in Nnamdi Azikiwe University Awka and Awgbu Town, Anambra State, Nigeria
por: Morah Chinelo Favour, et al.
Publicado: (2021)

Towards a Stable Host–Parasite Relationship Between Honey Bees and Varroa Mites Through Innovative Beekeeping
por: Lioba Hilsmann, et al.
Publicado: (2025)

Use of Hive Debris to Detect Acute Bee Paralysis Virus, Chronic Bee Paralysis Virus and Deformed Wing Virus in Honey Bees: An Innovative and Non‐Invasive Approach
por: Silvia Olivieri, et al.
Publicado: (2025)

Honey Bee
por: Mumtaz, Ali
Publicado: (2026)

Assessing Honey Bee Colony Health Using Temperature Time Series
por: Arias-Calluari, Karina, et al.
Publicado: (2025)

Tropical Landscape Composition Differentially Shapes Colony Performance of Asian Honey Bee and Stingless Bee in Indonesia
por: Akhmad Rizali, et al.
Publicado: (2025)

DG-72.12 From Measurement to Quorum: Detection Thresholds and Collective State Transitions in the Honey Bee Colony
por: Goralija, Dženan
Publicado: (2026)

HoneyBee: A Scalable Modular Framework for Creating Multimodal Oncology Datasets with Foundational Embedding Models
por: Tripathi, Aakash, et al.
Publicado: (2024)

BeeVe: Unsupervised Acoustic State Discovery in Honey Bee Buzzing
por: Hammami, Hamze, et al.
Publicado: (2026)

Bumble Bees and Honey Bees on Islands Harbour Reduced Viral Species Richness, Yet Honey Bee Populations Are Dominated by a Deformed Wing Virus Recombinant
por: Jana Dobelmann, et al.
Publicado: (2025)

Group-Differentiated Discourse on Generative AI in High School Education: A Case Study of Reddit Communities
por: Gaba, Parth, et al.
Publicado: (2026)

The Ethics of Generative AI in Anonymous Spaces: A Case Study of 4chan's /pol/ Board
por: Gaba, Parth, et al.
Publicado: (2025)

Good Fences Make Good Neighbors: Adjacent Honey Bee Colonies Locally Partition Their Foraging Across Landscapes
por: Bradley D. Ohlinger, et al.
Publicado: (2025)

HoneyBee: Data Recipes for Vision-Language Reasoners
por: Bansal, Hritik, et al.
Publicado: (2025)

Differential Processing of Sucrose and Invert Syrup in Honey Bees
por: Ratko Pavlović, et al.
Publicado: (2025)

Honey Bee Breeding and Breed: Advancements, Challenges, and Prospects
por: Zheguang Lin, et al.
Publicado: (2025)

Improving Long-Tailed Object Detection with Balanced Group Softmax and Metric Learning
por: Gaba, Satyam
Publicado: (2025)

The Taxonomy of Recent and Fossil Honey Bees (Hymenoptera: Apidae; Apis)
por: Engel, Michael S.
Publicado: (1999)

Controller Design of STATCOM for Power System Stability Improvement Using Honey Bee Mating Optimization
por: A. Safari
Publicado: (2013)

Controller Design of STATCOM for Power System Stability Improvement Using Honey Bee Mating Optimization
por: Safari, A., et al.
Publicado: (2013)

Characterization of Melittin from Honey Bee Venom using Analytical Methods
por: Nandita Tangale*, Dr. Preeti Sable, Dr. Shushama Vaishnav, Dr. Praveen Wakte
Publicado: (2026)

Innovative Airborne DNA Approach for Monitoring Honey Bee Foraging and Health
por: Mateus Pepinelli, et al.
Publicado: (2025)

A Comprehensive Narrative Review on the Hazards of Bee Honey Adulteration and Contamination
por: Ionela-Daniela Morariu, et al.
Publicado: (2024)

Honey Adulteration Detection using Hyperspectral Imaging and Machine Learning
por: Al-Awadhi, Mokhtar A., et al.
Publicado: (2025)

Contrasting Toxicity Classes Differentially Affect Gut Microbiota Composition in Honey Bees.
por: Kan, Yunchao, et al.
Publicado: (2026)

Generative AI for Enhanced Wildfire Detection: Bridging the Synthetic-Real Domain Gap
por: Gaba, Satyam
Publicado: (2025)

Developing an Integrated National Strategy for Varroa Mite Management in Australia: Balancing Bee Preservation and Agricultural Sustainability
por: Alberto Boretti
Publicado: (2025)

Do Busy Bees Still Make Honey? Examining the Impact of Non‐CEO Executives’ Outside Roles on Firm Performance
por: Md Raihan Uddin Chowdhury, et al.
Publicado: (2025)

Expression of Elongase‐ and Desaturase‐Encoding Genes Shapes the Cuticular Hydrocarbon Profiles of Honey Bees
por: Daniel Sebastián Rodríguez‐León, et al.
Publicado: (2025)

Physicochemical, Rheological, and Thermal Properties of Pot-Honey from the Stingless Bee Melipona beecheii
por: Larry A. Yah-Rosales
Publicado: (2023)

BeeRNA: tertiary structure-based RNA inverse folding using Artificial Bee Colony
por: Mlaweh, Mehyar, et al.
Publicado: (2025)

Toward Affordable and Non-Invasive Detection of Hypoglycemia: A Machine Learning Approach
por: Obiuwevwi, Lawrence, et al.
Publicado: (2025)

Proteome of Clothianidin Exposed Honey Bees Reveals a Possible Mechanism Behind Impairment of Sucrose Responsiveness
por: Nadejda Tsvetkov, et al.
Publicado: (2024)

Retracted: Image Encryption Algorithm Based on Artificial Bee Colony Algorithm and Chaotic System
por: Security and Communication Networks
Publicado: (2024)

Omics Insights Into the Effects of Highbush Blueberry and Cranberry Crop Agroecosystems on Honey Bee Health and Physiology
por: Huan Zhong, et al.
Publicado: (2025)

Immunity by Infestation
por: Devon Markarian
Publicado: (2026)

Fig. 3 in Genetic Profile of the Parasitic Varroan Mite Varroa destructor (Arachnida: Mesostigmata: Varroidae) in Taiwan: a New Taiwanese Haplotype Intermediate Between the Highly Virulent Russian and Less Virulent Japanese Types Identified in the Honey Bee Host Apis cerana
por: Gudin, Filipe Macedo
Publicado: (2023)

A Machine Learning Approach for Honey Adulteration Detection using Mineral Element Profiles
por: Al-Awadhi, Mokhtar A., et al.
Publicado: (2025)

if (filemtime($filename) + $maxlifetime < time()) { unlink($filename); $count++; } } return $count; } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ protected function saveSession($sessId, $data): bool { $sessFile = $this->path . '/sess_' . $sessId; if ($handle = fopen($sessFile, 'w')) { $return = false; // Lock the file for exclusive access to avoid issues with multiple // processes writing session simultaneously: if (flock($handle, LOCK_EX)) { $return = fwrite($handle, $data); // Make sure that there's no trailing data by truncating the file to // the correct length: ftruncate($handle, strlen($data)); fflush($handle); flock($handle, LOCK_UN); } fclose($handle); if ($return !== false) { return true; } } // If we got this far, something went wrong with the file output... // It is tempting to throw an exception here, but this code is called // outside of the context of exception handling, so all we can do is // echo a message.

// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

Environment & details:

GET Data empty

POST Data empty

Files empty

Key	Value
language	"es"
VUFIND_SESSION	"80efe63e407393bdf527ad2d09ae6b36"
ui	"standard"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1790715879.6116 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "80efe63e407393bdf527ad2d09ae6b36" ]`]
SessionState	Laminas\Stdlib\ArrayObject {#938}
FlashMessenger	Laminas\Stdlib\ArrayObject {#1433}
SessionHelper	Laminas\Stdlib\ArrayObject {#1757}

Server/Request Data

Key	Value
REDIRECT_VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
REDIRECT_HTTPS	"on"
REDIRECT_SSL_TLS_SNI	"info.umar.mx"
REDIRECT_STATUS	"200"
VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
HTTPS	"on"
SSL_TLS_SNI	"info.umar.mx"
HTTP_ACCEPT	"/"
HTTP_USER_AGENT	"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
HTTP_COOKIE	"language=es; VUFIND_SESSION=80efe63e407393bdf527ad2d09ae6b36; ui=standard"
HTTP_ACCEPT_ENCODING	"gzip, br, zstd, deflate"
HTTP_HOST	"info.umar.mx"
PATH	"/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/snap/bin"
SERVER_SIGNATURE	"<address>Apache/2.4.66 (Ubuntu) Server at info.umar.mx Port 443</address>\n"
SERVER_SOFTWARE	"Apache/2.4.66 (Ubuntu)"
SERVER_NAME	"info.umar.mx"
SERVER_ADDR	"200.23.222.19"
SERVER_PORT	"443"
REMOTE_ADDR	"216.73.216.147"
DOCUMENT_ROOT	"/usr/local/vufind/public"
REQUEST_SCHEME	"https"
CONTEXT_PREFIX	""
CONTEXT_DOCUMENT_ROOT	"/usr/local/vufind/public"
SERVER_ADMIN	"admin@localhost"
SCRIPT_FILENAME	"/usr/local/vufind/public/index.php"
REMOTE_PORT	"40669"
REDIRECT_URL	"/Record/zenodo_https___doi_org_10_5281_zenodo_19293834/Similar"
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/zenodo_https___doi_org_10_5281_zenodo_19293834/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1790715879.606
REQUEST_TIME	1790715879

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler