A New Spatial Downscaling Method for Long-Term AVHRR NDVI by Multiscale Residual Convolutional Neural Network
Mengmeng Sun,
Xiang Zhao,
Jiacheng Zhao
et al.
Abstract:Monitoring vegetation dynamics is essential for ecological processes, environmental changes, and natural resource protection. Fine-scale representation of vegetation indices is necessary for regions with complex topography and high species diversity. However, the advanced very-high-resolution radiometer (AVHRR), which covers a large time range with high temporal resolution, does not provide normalized difference vegetation index (NDVI) data with sufficient spatial resolutions for a detailed analysis of vegetat… Show more
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