Parcel-Based Cropland Change Detection Through Boundary Extraction Using a Feature Difference Enhanced Network
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DOI: 10.1109/jstars.2025.3619950
Abstract: Dynamic monitoring of cropland via remote sensing imagery is vital for safeguarding cropland resources and ensuring food security through accurate change detection. However, convolutional neural network (CNN)-based methods, reliant on extensive convolution and pooling operations… read more here.
Keywords: change detection; cropland; based cropland; change ... See more keywords
Cropland Change Detection With Harmonic Function and Generative Adversarial Network
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DOI: 10.1109/lgrs.2020.3023137
Abstract: Time-series image change detection is one of the most challenging tasks to remote sensing society. Due to complex phenological patterns of cropland, it is difficult to design an efficient strategy for cropland change detection. In… read more here.
Keywords: change detection; harmonic function; cropland change; change ... See more keywords
The Dynamics of Land Use/Cover and the Statistical Assessment of Cropland Change Drivers in the Kabul River Basin, Afghanistan
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DOI: 10.3390/su10020423
Abstract: To cope with the growing agrarian crises in Afghanistan, the government (following the fall of the Taliban regime in 2002) has taken measures through cropland expansion “extensification” and switching to mechanized agriculture “intensification”. However, cropland… read more here.
Keywords: use cover; change; cropland change; river basin ... See more keywords