Land-use and land-cover change (LULCC) are of importance in natural resource
management, environmental modelling and assessment, and agricultural production …

Soybeans, as the major global oil seed crops, are among the large-scale agricultural
products imported into China. In this way, the accurate identification of their growing areas is …

Agricultural intensification practices have been adopted in the Brazilian savanna (Cerrado),
mainly in the transition between Cerrado and the Amazon Forest, to increase productivity …

The agricultural frontier expansion in the Cerrado biome made Brazil a leader in commodity
exports and is changing its landscape. Hence, efforts to accurate land use and land cover …

Reliable crop type classification supports the scientific basis for food security and
sustainable agricultural development. However, it still lacks a limited-samples-based crop …

Farmers in the Brazilian Cerrado are increasing grain production by cultivating second crops
during the same crop growing season. The release of PlanetScope (PS) satellite images …

Accurate determination of crop phenology is key to field management and decision making.
The existing research on phenology based on remote sensing data is mainly phenology …

Land use and land cover (LULC) mapping initiatives are essential to support decision
making related to the implementation of different policies. There is a need for timely and …

Abstract Machine learning algorithms are a frequently used crop classification method and
have been applied to identify the distribution of various crops over regional and national …

Most studies have extensively evaluated the extent and direction of land-use change in coal
mining areas; however, they did not adequately describe the time dimension of cultivated …