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"MSFECGAN-OpticalReconstruction-Dataset"

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DataCite Commons2025-06-09 更新2026-05-03 收录
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https://ieee-dataport.org/documents/msfecgan-opticalreconstruction-dataset
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资源简介:
"The MSFECGAN-OpticalReconstruction-Dataset is a remote sensing dataset designed to support research on optical image reconstruction using multi-source data. It is developed in conjunction with the MSF-ECGAN (Multi-Source Fusion Enhanced Conditional GAN) model, which aims to generate high-quality optical time series from auxiliary sources such as SAR imagery and previous optical observations. The dataset contains temporally-aligned, co-registered multi-source inputs and their corresponding reconstructed optical outputs at 10-meter resolution and 8-day intervals, matching Sentinel-2 specifications. It is intended to facilitate the development and benchmarking of deep learning models for cloud-robust optical image reconstruction, spatiotemporal information fusion, and Earth observation applications."
提供机构:
IEEE DataPort
创建时间:
2025-06-09
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