Mobiusi/Orchard-Land-Use-Monitoring-Dataset

Orchard Land Use Monitoring Dataset

The current agricultural sector faces significant challenges in land resource management and crop monitoring. Traditional methods are inefficient and insufficiently precise in understanding land use. Existing monitoring technologies lack real-time capability and accuracy, unable to meet the demands of agricultural production decision-making. This dataset aims to assist researchers and developers in creating more effective object detection models by providing high-quality orchard land use monitoring image data, thereby enhancing the level of intelligence in agricultural management. The dataset includes images of various orchard scenarios collected under different times and weather conditions using drones and high-resolution cameras, ensuring data diversity and representativeness. During data processing, multiple rounds of annotation and consistency checks were performed as quality control measures, and agricultural experts were invited to review to ensure the accuracy and reliability of the annotations. Data is stored in JPG format, organized such that each image file corresponds to an annotation file, providing a convenient way of access.

Technical Specifications

Field	Type	Description
file_name	string	File name
quality	string	Resolution
fruit_tree_type	string	The type of fruit tree visible in the image, such as apple tree, orange tree, etc.
tree_health_status	string	The health status of the tree as assessed from the image, such as healthy, diseased, or dead.
crop_stage	string	The growth stage of the crop or fruit tree, such as bud stage, flowering stage, or fruiting stage.
soil_condition	string	The observable condition of the soil in the image, such as moist or dry.
weed_presence	boolean	Indicates whether weeds are present in the image. True if present, false otherwise.
irrigation_signs	boolean	Presence of irrigation signs observable in the image, such as irrigation equipment or moist traces.

Compliance Statement

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

Source & Contact

If you need more dataset details, please visit Mobiusi. or contact us via contact@mobiusi.com