Accurate information on wetland extent in East Asia is essential to assess progress towards
Sustainable Development Goals (SDGs) and the use of wetland resources, where wetlands …

Detailed and updated maps of actively cropped fields on a national scale are vital for global
food security. Unfortunately, this information is not provided in existing land cover datasets …

This study aimed to propose an accurate and cost-effective analytical approach for the
delineation of fruit trees in orchards, vineyards, and olive groves in Southern France …

Remote sensing technology has become a popular tool for crop classification, but it faces
challenges in accurately identifying crops in areas with fragmented land plots and complex …

This paper focuses on the problems of inaccurate extraction of winter wheat edges from high-
resolution images, misclassification and omission due to intraclass differences as well as the …

With global climate change and accelerating urbanization, accurate and timely extent
information on urban wetlands is extremely important for sustainable urban development …

Winter wheat is a major food source for the inhabitants of North China. However, its yield is
affected by drought stress during the growing period. Hence, it is necessary to develop …

Accurate and timely information on the spatial distribution and areas of crop types is critical
for yield estimation, agricultural management, and sustainable development. However …

Large-scale crop mapping from dense time-series images is a difficult task and becomes
even more challenging with the cloud coverage. Current deep learning models frequently …

This paper focuses on the problems of omission, misclassification, and inter-adhesion due to
overly dense distribution, intraclass diversity, and interclass variability when extracting …