Soil Fertility Evaluation Dataset
V1.0Latest Update: | 2025-10-12 | Samples: | 5000 records |
Samples: | 5000 records | ||
File Size: | 1.5G | Format: | JPG/PNG/JSON |
Format: | JPG/PNG/JSON | ||
Data Domain: | Image | Holder: |  MOBIUSI INC |
Holder: | MOBIUSI INC | ||
Industry Scope: | Crop Growth Monitoring | Soil Health Assessment | Precision Agriculture | ||
Applications: | Object Detection | Image Segmentation | ||
Brief Introduction
The current agriculture industry is facing the issue of inaccurate soil fertility evaluations, affecting crop growth and yield. Existing solutions rely on manual assessment, which is inefficient and prone to errors, failing to meet the demands of precision agriculture. This dataset aims to provide accurate soil fertility detection through image data, helping farmers and agricultural experts better manage soil. Data collection uses drone aerial photography under different soil conditions to ensure diversity coverage. For quality control, multiple rounds of annotation and expert reviews are used to ensure data accuracy and consistency. Data is stored in JPG format and accompanied by JSON files providing detailed annotation information for convenient subsequent processing and analysis.
Sample Examples
| Image | File Name | Resolution | Soil Texture | Soil Color | Vegetation Coverage | Moisture Content |
|---|---|---|---|---|---|---|
 | bb2f7a5b8cd7fbb26340e99906aa3b37.jpg | 4528*3016 | The soil surface is flat, with fine particles, suitable for cultivation. | The soil is light brown, possibly with an adequate amount of organic matter. | Low vegetation coverage, mainly farmland. | The soil surface is relatively dry, and the moisture content may be low. |
 | b68f03344b214e6ef7d6dcb3d93b86ea.jpg | 6000*4000 | The soil appears to be relatively loose and contains some fine particles. | The soil color is relatively dark, indicating the presence of some organic matter. | The vegetation coverage is relatively low, with only a small amount of vegetation on the soil. | The soil may contain a medium amount of moisture as it is quite dark but there is no obvious sheen of water. |
 | 80d8c53c9c86e12bde98b4ab4981456f.jpg | 6000*4000 | The soil appears relatively loose with obvious traces of plowing, suitable for cultivation. | The soil color is dark brown, possibly with a certain amount of organic matter. | Low vegetation coverage, most of the land is bare and tilled. | The soil appears moist to the naked eye, with signs of water flow in some areas. |
 | 0a2ad74c5e971c194ad8ff7b5cb0ac0f.jpg | 4000*2000 | The soil surface is relatively rough with varying particle sizes | Dark brown | Moderate, with some areas having greenery | Estimated to be moderate |
Data Structure
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| soil_texture | string | Describes the physical properties of the soil, including particle size and shape characteristics. |
| soil_color | string | The color of the soil, which often reflects the organic content of the soil. |
| vegetation_coverage | float | Proportion of greenery in the image, used to assess soil fertility. |
| moisture_content | float | Percentage of moisture content in the soil, estimated through image processing techniques. |
Compliance Statement
| Item | Content |
|---|---|
| Authorization Type | CC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike) |
| Commercial Use | Requires exclusive subscription or authorization contract (monthly or per-invocation charging) |
| Privacy and Anonymization | No PII, no real company names, simulated scenarios follow industry standards |
| Compliance System | Compliant with China’s Data Security Law / EU GDPR / supports enterprise data access logs |
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