Snow depth downscaling algorithm using coupled deep learning and microwave radiative transfer model driven by multi-source remote sensing data

ZHAO Zisheng; HAO Xiaohua; REN Hongrui; LUO Siqiong; DAI Liyun; SHAO Donghang; FENG Tianwen; ZHAO Qin; JI Wenzheng; LIU Yan

doi:10.11834/jrs.20253540

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Snow depth downscaling algorithm using coupled deep learning and microwave radiative transfer model driven by multi-source remote sensing data
- role：First author第一作者
- Affiliation：
  College of Mining Engineering, Taiyuan University of Technology, Taiyuan 030024, China
- Email：zhaozisheng2000@163.com
- Introduction：赵子胜，研究方向为积雪遥感。E-mail： zhaozisheng2000@163.com
ZHAO Zisheng
1 * ,
- role：Corresponding author通信作者
- Affiliation：
  Key Laboratory of Remote Sensing of Gansu Province, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou 730000, China
  Heihe Remote Sensing Experimental Research Station, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou 730000, China
- Email：haoxh@lzb.ac.cn
- Introduction：郝晓华，研究方向为积雪遥感、积雪与气候变化。E-mail： haoxh@lzb.ac.cn
HAO Xiaohua
23 * ,
- Affiliation：
  College of Mining Engineering, Taiyuan University of Technology, Taiyuan 030024, China
REN Hongrui
1 * ,
- Affiliation：
  Key Laboratory of Land Surface Process and Climate Change in Cold and Arid Regions, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou 730000, China
LUO Siqiong
4 * ,
- Affiliation：
  Key Laboratory of Remote Sensing of Gansu Province, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou 730000, China
DAI Liyun
2 * ,
- Affiliation：
  Key Laboratory of Remote Sensing of Gansu Province, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou 730000, China
SHAO Donghang
2 * ,
- Affiliation：
  Faculty of Geomatics, Lanzhou Jiaotong University, Lanzhou 730070, China
FENG Tianwen
5 * ,
- Affiliation：
  Key Laboratory of Remote Sensing of Gansu Province, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou 730000, China
ZHAO Qin
2 * ,
- Affiliation：
  Key Laboratory of Remote Sensing of Gansu Province, Northwest Institute of Eco-Environment and Resources, Chinese Academy of Sciences, Lanzhou 730000, China
JI Wenzheng
2 * ,
- Affiliation：
  Institute of Desert Meteorology, China Meteorological Administration, Urumqi 830002, China
  Xinjiang Taklamakan Desert Meteorological National Field Scientific Observation and Research Station, Urumqi 830002, China
LIU Yan
67 *
Vol. 29, Issue 5, Pages: 1273-1289(2025)
DOI：10.11834/jrs.20253540
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Snow depth downscaling algorithm using coupled deep learning and microwave radiative transfer model driven by multi-source remote sensing data

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Snow depth downscaling algorithm using coupled deep learning and microwave radiative transfer model driven by multi-source remote sensing data

ZHAO Zisheng

HAO Xiaohua

REN Hongrui

LUO Siqiong

DAI Liyun

SHAO Donghang

FENG Tianwen

ZHAO Qin

JI Wenzheng

LIU Yan

DOI：10.11834/jrs.20253540

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