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利用深度学习提升洪水预报能力:一种可扩展的替代传统水动力模型 ...
基于深度学习的洪水预测框架通过LSTM和CNN模拟HEC-RAS 1D/2D模型,实现高效实时预报。 随着全球气候变化加剧,洪涝灾害的频发与破坏力显著提升,传统水文模型面临计算效率与物理机制解释力的双重挑战。本研究针对东南亚典型季风河三角洲地区,创新性地构建 ...
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