Farmland Irrigation Mist Segmentation Dataset

#Semantic Segmentation #Image Recognition #Farmland Management #Water Resource Monitoring #Precision Irrigation
  • 20000 records
  • 3.2G
  • JPG/PNG/JSON
  • CC-BY-NC-SA 4.0
  • MOBIUSI INCMOBIUSI INC
Updated:2026-03-13

AI Analysis & Value Prop

The current agricultural sector faces challenges of water resource wastage and low irrigation efficiency. Traditional irrigation methods often rely on human experience and lack scientific basis. Existing solutions are mostly rule-based technologies, which are difficult to adapt to complex field environments, and insufficient labeled data leads to poor algorithm performance. This dataset aims to support the research and development of intelligent irrigation decisions by providing high-quality farmland irrigation mist images and their segmentation annotations, promoting the development of precision agriculture. Data is collected using high-resolution cameras under various environmental conditions to ensure coverage of different mist states. For quality control, a method combining multiple rounds of labeling and expert review is adopted to ensure consistency and accuracy of annotations. Data storage uses JPG format images and JSON format annotation information, facilitating subsequent processing and analysis.

Dataset Insights

Sample Examples

10a39cb7**.jpg|3590*2003|2.35 MB

Technical Specifications

FieldTypeDescription
file_namestringFile name
qualitystringResolution
irrigation_presencebooleanIndicates whether irrigation mist is present in the image.
irrigation_intensityintegerThe graded intensity of the irrigation mist.
irrigation_area_percentagefloatThe percentage of image area covered by irrigation mist.
vegetation_typestringThe primary type of vegetation observed in the image.
daytime_conditionstringThe condition of day or night when the image was captured, such as daytime or nighttime.
weather_conditionstringThe weather condition at the time when the image was captured.
soil_visibilitybooleanIndicates whether the soil is visible in the image.
irrigation_source_typestringThe type of water source providing irrigation.

Compliance Statement

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

Frequently Asked Questions

What is the farmland irrigation mist segmentation dataset?
The farmland irrigation mist segmentation dataset is a collection of high-quality images and annotations used for identifying and segmenting irrigation mist in farmland, suitable for research and development in precision agriculture.
What is the purpose of the farmland irrigation mist segmentation dataset?
The purpose of the dataset is to support irrigation-related research in precision agriculture, aiding in the development of technologies that can automatically identify and process farmland irrigation mist.
How does the farmland irrigation mist segmentation dataset support precision agriculture?
By providing high-quality images and annotations, the dataset can be used to train models to identify and optimize the management of irrigation mist, thereby improving resource use efficiency.
What contributions does this dataset make to agrotechnology development?
This dataset facilitates the development of machine learning models for automated identification and analysis of farmland mist distribution, enhancing the automation of agricultural production systems.
What is the image quality in the farmland irrigation mist segmentation dataset?
The image quality in the dataset is high, clearly showing details of irrigation mist, meeting strict research requirements.

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Cite this Work

@dataset{Mobiusi2025,
  title={Farmland Irrigation Mist Segmentation Dataset},
  author={MOBIUSI INC},
  year={2025},
  url={https://www.mobiusi.com/datasets/7652683b5911438922b2505f6811181e},
  urldate={2025-09-15},
  keywords={Farmland Irrigation Dataset, Mist Segmentation, Agricultural Image Processing, Precision Irrigation},
  version={1.0}
}

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