Garlic and winter wheat are major economic and grain crops in China, and their boundaries
have increased substantially in recent decades. Updated and accurate garlic and winter …

Early-season crop identification is of great importance for monitoring crop growth and
predicting yield for decision makers and private sectors. As one of the largest producers of …

Timely and accurate information on winter wheat distribution and planting area is of great
significance to food security, policy-making, and ecological function evaluation. However …

Winter wheat is the second largest food crop in China. It is important to obtain reliable winter
wheat acreage to guarantee the food security for the most populous country in the world …

Winter wheat is one of the major cereal crops in China. The spatial distribution of winter
wheat planting areas is closely related to food security; however, mapping winter wheat with …

Accurate and timely acquisition of crop spatial distribution is a prerequisite for growth
monitoring and yield forecasting. Currently, the automatic acquisition of crop distribution at …

Accurate mapping of winter wheat over a large area is of great significance for guiding policy
formulation related to food security, farmland management, and the international food trade …

Rapid and accurate access to large-scale, high-resolution crop-type distribution maps is
important for agricultural management and sustainable agricultural development. Due to the …

Crop classification plays a crucial role in ensuring food security, agricultural policy
development, and effective land management. Remote sensing data, particularly Sentinel-1 …

In this paper, the random forests method and the support vector machine in machine
learning are explored and compared to the traditional statistical-based maximum likelihood …