Snow Depth Downscaling Algorithm using Coupled Deep Learning and Microwave Radiative Transfer Models driven by Multi-Source Remote Sensing Data

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Snow Depth Downscaling Algorithm using Coupled Deep Learning and Microwave Radiative Transfer Models driven by Multi-Source Remote Sensing Data
“This report introduces a downscaled snow depth inversion algorithm that combines deep learning and snow microwave radiation transmission models, providing a guarantee for obtaining regional downscaled snow depth products.”
Pages: 1-17(2025)
Published Online： 02 January 2025 ，
DOI： 10.11834/jrs.20253540
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赵子胜，郝晓华，任鸿瑞，罗斯琼，戴礼云，邵东航，冯天文，赵琴，纪文政，刘艳.XXXX.多源遥感数据驱动下耦合深度学习与积雪微波辐射传输模型的降尺度雪深反演算法.遥感学报，XX（XX）： 1-17

ZHAO Zisheng，HAO Xiaohua，REN Hongrui，LUO Siqiong，DAI Liyun，SHAO Donghang，FENG Tianwen，ZHAO Qin，JI Wenzheng，LIU Yan. XXXX. Snow Depth Downscaling Algorithm using Coupled Deep Learning and Microwave Radiative Transfer Models driven by Multi-Source Remote Sensing Data. National Remote Sensing Bulletin， XX（XX）：1-17
赵子胜，郝晓华，任鸿瑞，罗斯琼，戴礼云，邵东航，冯天文，赵琴，纪文政，刘艳.XXXX.多源遥感数据驱动下耦合深度学习与积雪微波辐射传输模型的降尺度雪深反演算法.遥感学报，XX（XX）： 1-17 DOI： 10.11834/jrs.20253540.

ZHAO Zisheng，HAO Xiaohua，REN Hongrui，LUO Siqiong，DAI Liyun，SHAO Donghang，FENG Tianwen，ZHAO Qin，JI Wenzheng，LIU Yan. XXXX. Snow Depth Downscaling Algorithm using Coupled Deep Learning and Microwave Radiative Transfer Models driven by Multi-Source Remote Sensing Data. National Remote Sensing Bulletin， XX（XX）：1-17 DOI： 10.11834/jrs.20253540.

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