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目前国内外对遥感数据云层检测和处理的研究取得了诸多成果,但对各类云层检测和处理算法的整理分析相对滞后,一定程度上阻碍了研究的进展。鉴于此,通过分析拥有代表性的相关文献,对现有云层检测和处理算法进行了整理概括,得到主流算法能有效满足当前需求,但对遥感数据特征的综合运用不足,无法有效满足将来需求的结论。同时,对将来研究的方向进行了展望,认为基于开源在线平台的深度学习和多时相、多源遥感数据处理的综合运用能有效应对云层的检测和处理。
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