Home/Agriculture/Grassland Type Remote Sensing Classification Dataset

Grassland Type Remote Sensing Classification Dataset

V1.0
Latest Update:
2025-10-12
Samples:
5000 records
File Size:
1.2G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
agricultural monitoring | crop identification | environmental assessment
Applications:
image classification | feature extraction | pattern recognition

Brief Introduction

The current agricultural industry faces dual challenges of precision agriculture and environmental protection, particularly in the automatic classification and monitoring of grassland types. Existing remote sensing technologies often suffer from inconsistent data and insufficient classification accuracy, making them difficult to meet practical application needs. This dataset aims to provide high-quality grassland type image data to address the issues of data scarcity and inaccurate labeling in remote sensing classification. Data collection uses high-resolution remote sensing images, obtained via drones and satellites, ensuring data diversity and authenticity. We have implemented multiple rounds of labeling, expert review, and other quality control measures to ensure high labeling accuracy and consistency. The data is stored in JPG format and organized by category folders for ease of subsequent use and management.

Sample Examples

ImageFile NameResolutionDominant Vegetation TypeVegetation DensityLand Cover TypeSeasonSoil Moisture LevelElevationWater Body Presence
ea4debcf3282d3bf80d091d4ae8e8c10.jpg4464*2976Gramineae herbaceous plantsHighFarmlandSpringModerateLow altitudeNo
aa55143480051f89573de6b65909dc42.jpg4000*2667grasshighvegetation coverspringhighlownone
17e7f52fa797909e4a174034dc407dfe.jpg5184*3456shrubmoderategrasslandsummermoistlow altitudepresent
4efca33c8e878edfe9d59f1e360b2391.jpg7360*4912rice fieldshighagricultural landsummerhighlownone

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
dominant_vegetation_typestringThe type of vegetation that is predominant in the image.
vegetation_densityfloatAssessment of vegetation density within the image.
land_cover_typestringThe type of land cover depicted in the image.
seasonstringThe season during which the image was captured.
soil_moisture_levelfloatThe level of soil moisture in the area represented by the image.
elevationfloatThe elevation of the area shown in the image.
water_body_presencebooleanIndicates whether water bodies are present 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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