Reconstruction of high spatiotemporal resolution snow cover remote sensing range data from multiple sources based on deep learning model： A case study in the Qilian Mountains

GAO Bo; HAO Xiaohua; HE Dongcai; ZHAO Qin; JI Wenzheng; REN Hongrui; LI Hongyi; LIU Yan; ZHU Ping

doi:10.11834/jrs.20253541

Remote Sensing of Cryosphere | Views:774Downloads:1105CSCD:0

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Reconstruction of high spatiotemporal resolution snow cover remote sensing range data from multiple sources based on deep learning model： A case study in the Qilian Mountains
“2025年4月27日中国科学院西北生态环境资源研究院甘肃省遥感重点实验室的郝晓华团队和太原理工大学矿业工程学院的高博团队在《遥感学报》发文，介绍了其在山区积雪监测领域的研究进展，建立了基于U-Net++网络的30m空间分辨率逐日积雪面积重建算法，为山区径流模拟、积雪水储量估算和灾害防治等提供解决方案。”
- role：First author第一作者
- Affiliation：
  College of Mining Engineering, Taiyuan University of Technology, Taiyuan 030024, China
- Email：gaobo1125@link.tyut.edu.cn
- Introduction：高博，研究方向为积雪遥感。E-mail：gaobo1125@link.tyut.edu.cn
GAO Bo
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
HE Dongcai
1 * ,
- 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：
  College of Mining Engineering, Taiyuan University of Technology, Taiyuan 030024, China
REN Hongrui
1 * ,
- 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
LI Hongyi
23 * ,
- 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
45 * ,
- Affiliation：
  College of Electronic Engineering, Chengdu University of Information Technology, Chengdu 610225, China
ZHU Ping
6 *
Vol. 29, Issue 4, Pages: 867-882(2025)
DOI：10.11834/jrs.20253541
Accepted：

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Reconstruction of high spatiotemporal resolution snow cover remote sensing range data from multiple sources based on deep learning model： A case study in the Qilian Mountains

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Reconstruction of high spatiotemporal resolution snow cover remote sensing range data from multiple sources based on deep learning model： A case study in the Qilian Mountains

GAO Bo

HAO Xiaohua

HE Dongcai

ZHAO Qin

JI Wenzheng

REN Hongrui

LI Hongyi

LIU Yan

ZHU Ping

DOI：10.11834/jrs.20253541

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Full Text(HTML)

Figs( 23 ) Tabs( 6 )

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