Accurate spatial distribution maps of paddy rice played crucial roles in food security and
market stability. Decades-spanning Landsat images were useful for long-term paddy rice …

Detailed parcel-level crop type map** for the whole European Union (EU) is necessary for
the evaluation of agricultural policies. The Copernicus program, and Sentinel-1 (S1) in …

Northeast China is one of the most major grain banks in China and has an overwhelming
influence on food security. To mitigate the challenges caused by increasing food demands …

Multiple crop** is a widespread approach for intensifying crop production through
rotations of diverse crops. Maps of crop** intensity with crop descriptions are important for …

Accurate paddy rice map** with remote sensing at a regional scale plays critical roles in
agriculture and ecology. Previous studies mainly employed a single key phenological period …

Maize (Zea mays), the second most-produced crop worldwide, serves as the cornerstone for
global food security and human livelihood. Early-season maize map** benefits maize …

Accurate crop type map** is essential for crop growth monitoring and yield estimation.
Recently, various machine learning methods have been increasingly used for crop type …

Remote sensing appears as an essential approach for crop map**, yet the interpretation
of satellite imageries requires for a large amount of labeled data as ground truth information …

The rapid increase in population accelerates the rate of change of Land use/Land cover
(LULC) in various parts of the world. This phenomenon caused a huge strain for natural …

Land cover classification in remote sensing is often faced with the challenge of limited
ground truth labels. Incorporating historical ground information has the potential to …