Soil Moisture Cycle Change Dataset

The current agricultural sector faces the challenge of insufficient monitoring of soil moisture changes, with existing methods often relying on manual measurements that are inefficient and lack accuracy. Traditional solutions cannot reflect the dynamic changes of soil in real-time during data collection, affecting crop management and decision-making. This dataset aims to provide a comprehensive soil moisture cycle change monitoring solution through high-quality image data, meeting the modern agricultural need for precise data. Data collection uses high-resolution cameras combined with professional soil moisture sensors, capturing in various environmental conditions to ensure diversity and authenticity of the data. For quality control, a multi-round annotation and expert review approach is adopted to ensure data accuracy. Data is stored in JPEG format, organized by time and location for easy subsequent analysis and use.