Home/Agriculture/Organic Fertilizer and Soil Environment Identification Dataset

Organic Fertilizer and Soil Environment Identification 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:
agricultural monitoring | soil quality assessment | organic fertilizer usage
Applications:
target detection | classification | segmentation

Brief Introduction

Challenges faced by the current agricultural industry include declining soil quality and excessive use of chemical fertilizers, leading to sustainability issues. Existing solutions often lack efficient soil monitoring methods and cannot timely assess soil health status. This dataset aims to help researchers and farmers better identify and evaluate soil environments and the use of organic fertilizers by providing high-quality image data and accurate annotation information. During the construction of the dataset, high-resolution cameras were used to capture images in various natural environments, followed by multiple rounds of annotation and expert review to ensure data accuracy and reliability. Data storage is in JPEG format, and annotation information is stored in JSON format, facilitating subsequent machine learning and data analysis.

Sample Examples

ImageFile NameResolutionSoil TypeFertilizer PresenceCrop Health StatusSoil Moisture LevelOrganic Matter ContentVegetation Cover DensityAmbient Light Condition
8ce7b66c494ce76f5f154847c9ea349b.jpg3000*2000Unable to accurately identify, but possibly seedling soil.No obvious signs of organic fertilizer in the image.The crops appear healthy.Cannot estimate soil moisture level directly from the image.Unable to directly assess organic matter content from the image.Vegetation cover density is high, approximately 90%.Good indoor lighting condition.
ba0216b62fceec6d519153332e7a0c03.jpg2000*3000LoamNo obvious organic fertilizerHealthyApproximately 40%Moderate, significant organic componentAbout 70%Plenty of sunlight
b7c8bf58d43df52f8b5d0dbfdef1563e.jpg5350*3567LoamOrganic fertilizer presentHealthy50%High70%Sunny
ea28f3cf413dbdbaeaf0b852db92d8e9.jpg4000*2000LoamOrganic fertilizer presentHealthy60%45%30%Cloudy

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
soil_typestringIdentifies the type of soil, such as sandy soil, loam, clay, etc.
fertilizer_presencebooleanIndicates whether organic fertilizer is present in the image.
crop_health_statusstringAssesses and describes crop health, such as healthy, dehydrated, diseased, etc.
soil_moisture_levelfloatEstimates and records the soil moisture level, expressed as a percentage.
organic_matter_contentfloatEvaluates the proportion of organic matter content in the soil, expressed as a percentage.
vegetation_cover_densityfloatEvaluates the density of vegetation cover in the image, expressed as a percentage.
ambient_light_conditionstringDescribes and categorizes the ambient light conditions at the time of the photo, such as sunny, cloudy, overcast, etc.

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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