Home/Agriculture/Grassland Degradation Monitoring Dataset

Grassland Degradation Monitoring Dataset

V1.0
Latest Update:
2025-10-12
Samples:
5000 records
File Size:
1.5G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
farmland monitoring | ecological assessment | environmental protection
Applications:
target detection | image recognition

Brief Introduction

The current agricultural sector faces challenges such as severe grassland degradation and ecological environment deterioration. Traditional monitoring methods are inefficient and struggle to obtain real-time grassland status. Existing solutions often rely on manual monitoring, which is highly subjective and inefficient. To address these issues, this dataset aims to provide high-quality grassland degradation monitoring image data to support the application of computer vision technology in target detection. Data collection is conducted using drones equipped with high-resolution cameras during different growth seasons and climate conditions, ensuring data diversity and representativeness. Quality control measures include multiple rounds of annotation, consistency checks, and expert reviews to ensure the accuracy of data annotations. The data storage format is JPG, organized by month and region for easy subsequent analysis and use.

Sample Examples

ImageFile NameResolutionVegetation TypeDegradation LevelErosion SignsDominant Plant Species
21a28763cc0e86c98ccc9d15e3a1cd9e.jpg4464*2976GrassMildNoneUnknown
96ffa94056962c7cacced734a0db2629.jpg4000*2667GrassSlightNoneUnidentifiable
880ed16f01b551f624ef10c5befac7e5.jpg5184*3456grass and shrubslightno obvious signs of erosionuncertain
13b9551d37373d0d6774fa16dd716b6b.jpg7360*4912Grass and ShrubsNo Significant DegradationNo Significant Erosion SignsLikely Rice

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
vegetation_typestringIdentify the type of vegetation in the image, such as grass, shrubs, etc.
degradation_levelstringAssess the severity of grassland degradation, such as mild, moderate, severe, etc.
erosion_signsstringIdentify whether there are signs of soil erosion in the image.
dominant_plant_speciesstringIdentify the dominant plant species in 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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