Home/Agriculture/Beehive Environment Monitoring Dataset

Beehive Environment Monitoring Dataset

V1.0
Latest Update:
2025-10-16
Samples:
5000 records
File Size:
1.5G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
Beehive Monitoring | Crop Management | Smart Agriculture
Applications:
Object Detection | Image Classification

Brief Introduction

The current agricultural field faces challenges such as low monitoring efficiency and insufficient data. Traditional monitoring methods rely on manual observation and are difficult to obtain real-time data. Existing solutions focus on small-scale monitoring, which is insufficient to meet the large-scale agricultural environmental needs. This dataset aims to help agricultural researchers and enterprises improve monitoring efficiency and meet the needs of smart agriculture by providing high-quality beehive environment monitoring images. Data collection is conducted using drones and high-definition cameras in various environments to ensure diversity and representativeness. For quality control, a combination of multi-round annotation and expert review is used to ensure the accuracy and consistency of annotations. Data is stored in JPG format, organized in chronological and locational order for easy subsequent analysis and processing.

Sample Examples

ImageFile NameResolutionHive CountBee PresenceFlower CountWeather ConditionVegetation DensityHive OrientationLight IntensityImage Clarity
3dac3d9f26af723a97f70cc77c2a6333.jpg6960*46401Yes0SunnyMediumCannot determineHighClear
3a07847a3b54349b507ec771f5d62b8e.jpg6686*44571No bees detectedMultipleSunnyMediumUnknown orientationHighGood
49abff67dce6f87f373ee5b4dd896271.jpg5472*36481YesManySunnyHighUnknownHighHigh

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
hive_countintThe number of beehives detected in the image.
bee_presencebooleanIndicates whether bees are present in the image.
flower_countintThe number of flowers detected in the image.
weather_conditionstringThe weather condition shown in the image.
vegetation_densityfloatAnalysis of vegetation density in the image.
hive_orientationstringThe orientation of the beehives in the image.
light_intensityfloatThe intensity of light detected in the image.
image_clarityfloatScore of the clarity of the image.

Compliance Statement

ItemContent
Authorization TypeCC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike)
Commercial UseRequires exclusive subscription or authorization contract (monthly or per-invocation charging)
Privacy and AnonymizationNo PII, no real company names, simulated scenarios follow industry standards
Compliance SystemCompliant with China’s Data Security Law / EU GDPR / supports enterprise data access logs

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