Grassland Moisture and Health Monitoring Dataset
V1.0Latest Update: | 2025-10-12 | Samples: | 5000 records |
Samples: | 5000 records | ||
File Size: | 1.2G | Format: | JPG/PNG/JSON |
Format: | JPG/PNG/JSON | ||
Data Domain: | Image | Holder: |  MOBIUSI INC |
Holder: | MOBIUSI INC | ||
Industry Scope: | Agricultural Monitoring | Crop Management | Environmental Monitoring | ||
Applications: | Object Detection | Image Recognition | Data Analysis | ||
Brief Introduction
The current agricultural sector faces challenges such as climate change and resource scarcity, particularly in grassland management. Scientifically monitoring the moisture and health status of grassland has become crucial. Existing solutions often rely on manual detection, which is inefficient and lacks accuracy. This dataset aims to provide high-quality grassland moisture and health monitoring image data to support intelligent agricultural decision-making. The dataset contains 5000 annotated images covering grasslands with different moisture levels and health statuses. Data collection was performed using drones and high-definition cameras under various climate conditions to ensure data diversity and representativeness. Quality control measures include multiple rounds of annotation and expert review to ensure annotation accuracy. The data is stored in JPG format and organized by image ID and timestamp.
Sample Examples
| Image | File Name | Resolution | Vegetation Type | Humidity Level | Vegetation Health Status | Soil Exposure Level | Canopy Density |
|---|---|---|---|---|---|---|---|
 | ac5c6f6ee0ebe989f74343cbb8bbaed8.jpg | 4464*2976 | Gramineae plants or similar grass-type vegetation | 0.6 | Healthy | 0 | 0.9 |
 | 384750125c0a425350b6eb2ce5be578e.jpg | 4000*2667 | Grassland | 0.8 | Healthy | 0 | 0.9 |
 | 18579ba457d1b2819cd15abf0b5494b5.jpg | 5184*3456 | Grassland and shrub mix | 0.6 | Healthy | 0.1 | 0.7 |
 | bfad676e61591745da8f761f36d83e34.jpg | 7360*4912 | Paddy field | 0.8 | Healthy | 0.1 | 0.9 |
Data Structure
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| vegetation_type | string | The type of vegetation observed in the grassland image. |
| humidity_level | float | The estimated moisture level of the grassland in the image, ranging from 0 (very dry) to 1 (very moist). |
| vegetation_health | string | The health status of the grassland vegetation evaluated based on visual features, such as Healthy, Sub-healthy, or Unhealthy. |
| soil_exposure | float | The proportion of exposed bare soil areas visible in the image, ranging from 0 to 1. |
| canopy_density | float | The density of vegetation cover in the image, ranging from 0 to 1. |
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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