Farmland Soil Moisture Estimation Dataset

The current agriculture industry faces challenges such as insufficient soil moisture monitoring, scattered data, and lack of precision management. Existing solutions mostly rely on traditional soil moisture measurement, which lacks real-time capability and accuracy, making it difficult to meet the needs of precision agriculture. This dataset aims to solve the real-time and accuracy issues of soil moisture monitoring by providing high-quality soil moisture estimation data, supporting intelligent agricultural decision-making. Data collection is done using high-resolution cameras under different climatic conditions, combined with soil moisture sensors for annotation. Quality control measures include multiple rounds of annotation and consistency checks to ensure data accuracy and reliability. The data is stored in JPG format, organized in a way that each sample is equipped with corresponding annotation information, facilitating subsequent model training and application.