Reliable and timely crop-yield prediction and crop map** are crucial for food security and
decision making in the food industry and in agro-environmental management. The global …

Since the inception of Industry 4.0 in 2012, emerging technologies have enabled the
acquisition of vast amounts of data from diverse sources such as machine tools, robust and …

Timely and accurate map** of paddy rice cultivation is needed for maintaining sustainable
rice production, ensuring food security, and monitoring water usage. Synthetic Aperture …

As an important application in remote sensing, landcover classification remains one of the
most challenging tasks in very-high-resolution (VHR) image analysis. As the rapidly …

The rapid advancement of remote sensing technology has significantly enhanced the
temporal resolution of remote sensing data. Multitemporal remote sensing image …

Map** the corn dynamics at a large scale and multiple years is essential for global food
security. Traditional map** approaches by collecting training samples from field surveys …

Over 90% of the world's rice is produced in the Asia-Pacific Region. Synthetic aperture radar
(SAR) enables all-day and all-weather observations of rice distribution in tropical and …

Abstract Synthetic Aperture Radar (SAR) observations, valued for their consistent acquisition
schedule and not being affected by cloud cover and variations between day and night, have …

Accurate and timely crop map** is essential for global food security assessments;
however, conventional crop map** models are usually applicable to specific spatial or …