Agricultural Water Resource Utilization Monitoring Dataset
#object detection #image recognition #water resource monitoring #agricultural management #smart agriculture
- 5000 records
- 1.5G
- JPG/PNG/JSON
- CC-BY-NC-SA 4.0
MOBIUSI INC
Updated:2026-03-13
AI Analysis & Value Prop
The current agricultural sector faces many challenges in water resource management, such as water scarcity and severe wastage, with traditional monitoring methods being inefficient and unable to meet the demands of agricultural production. Existing solutions often rely on manual monitoring and lack real-time, accurate data support, leading to insufficient decision-making basis. This dataset aims to support intelligent monitoring and analysis of agricultural water resources through high-quality image data, helping to improve water resource utilization efficiency. Data collection is conducted using high-resolution cameras in different agricultural environments to ensure coverage of diverse geographic locations and planting modes. Multiple rounds of annotation and consistency checks have been implemented to ensure data accuracy and reliability. All data is stored in JPG format for easy subsequent processing and analysis.
Dataset Insights
Sample Examples
09868bad**.jpg|3590*2003|2.35 MB
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| crop_type | string | The type of the main crop in the image. |
| irrigation_method | string | The method of irrigation shown in the image. |
| water_body_presence | boolean | Indicates whether there is a water body present in the image. |
| vegetation_density | float | The density of vegetation cover in the image. |
| soil_moisture_level | float | The level of soil moisture depicted in the image. |
| field_boundary_visibility | boolean | Indicates whether the field boundaries are clearly visible in the image. |
| crop_health_status | string | The health status of the crops in the image. |
| pest_presence | boolean | Indicates whether pests are present in the image. |
| growth_stage | string | The growth stage of the crops depicted in the image. |
| sunlight_exposure | float | The level of sunlight exposure on the crops as seen in the image. |
| weather_condition | string | The weather condition at the time the image was taken. |
| shadow_presence | boolean | Indicates whether there are visible shadows in the image. |
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 |
Frequently Asked Questions
- What is the Agricultural Water Resource Utilization Monitoring Dataset?
- The Agricultural Water Resource Utilization Monitoring Dataset is a high-quality image dataset designed to support object detection tasks, focused on monitoring water resource utilization in agriculture.
- What application scenarios is this dataset suitable for?
- This dataset is suitable for application scenarios such as water resource utilization monitoring and management in agriculture, irrigation optimization, and agricultural environmental research.
- What types of data does the Agricultural Water Resource Utilization Monitoring Dataset provide?
- The dataset provides image data for object detection, aiming to identify and analyze elements related to water resource utilization in agricultural scenes.
- How can this dataset be used for agricultural water resource monitoring?
- This dataset can be used to train and evaluate object detection models to identify water sources, wetlands, and irrigation systems in agricultural scenes, thereby improving the efficiency of agricultural water resource management.
- How does this dataset support object detection tasks?
- The dataset provides annotated image data with targets related to water resource utilization, enabling object detection algorithms to accurately identify these targets in agricultural scenes.
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Verified for Enterprise UseCite this Work
@dataset{Mobiusi2025,
title={Agricultural Water Resource Utilization Monitoring Dataset},
author={MOBIUSI INC},
year={2025},
url={https://www.mobiusi.com/datasets/9eece8d20e7752c9f3604d83d5a28fae},
urldate={2025-09-15},
keywords={agricultural water resources, water resource monitoring dataset, object detection, smart agriculture},
version={1.0}
}Using this in research? Please cite us.
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