---
tags:
- Object Detection
- Image Classification
- Beehive Monitoring
- Crop Management
- Smart Agriculture
license: cc-by-nc-sa-4.0
task_categories:
- image-classification
language:
- en
pretty_name: Beehive Environment Monitoring Dataset
size_categories:
- 1B<n<10B
---

# Beehive Environment Monitoring Dataset

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.

## Technical Specifications

| Field | Type | Description |
| :---  | :---  | :--- |
| file_name | string | File name |
| quality | string | Resolution |
| hive_count | int | The number of beehives detected in the image. |
| bee_presence | boolean | Indicates whether bees are present in the image. |
| flower_count | int | The number of flowers detected in the image. |
| weather_condition | string | The weather condition shown in the image. |
| vegetation_density | float | Analysis of vegetation density in the image. |
| hive_orientation | string | The orientation of the beehives in the image. |
| light_intensity | float | The intensity of light detected in the image. |
| image_clarity | float | Score of the clarity of the image. |

## Compliance Statement

<table>
  <tr>
    <td>Authorization Type</td>
    <td>CC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike)</td>
  </tr>
  <tr>
    <td>Commercial Use</td>
    <td>Requires exclusive subscription or authorization contract (monthly or per-invocation charging)</td>
  </tr>
  <tr>
    <td>Privacy and Anonymization</td>
    <td>No PII, no real company names, simulated scenarios follow industry standards</td>
  </tr>
  <tr>
    <td>Compliance System</td>
    <td>Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs</td>
  </tr>
</table>

## Source & Contact

If you need more dataset details, please visit [Mobiusi](https://www.mobiusi.com/datasets/40336054075318cd2fde4c8345e57645?utm_source=huggingface&utm_medium=referral). or contact us via contact@mobiusi.com