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DOI10.5194/hess-23-2401-2019
The recent developments in cloud removal approaches of MODIS snow cover product
Li, Xinghua1; Jing, Yinghong2; Shen, Huanfeng2; Zhang, Liangpei3
发表日期2019
ISSN1027-5606
EISSN1607-7938
卷号23期号:5页码:2401-2416
英文摘要

The snow cover products of optical remote sensing systems play an important role in research into global climate change, the hydrological cycle, and the energy balance. Moderate Resolution Imaging Spectroradiometer (MODIS) snow cover products are the most popular datasets used in the community. However, for MODIS, cloud cover results in spatial and temporal discontinuity for long-term snow monitoring. In the last few decades, a large number of cloud removal methods for MODIS snow cover products have been proposed. In this paper, our goal is to make a comprehensive summarization of the existing algorithms for generating cloud-free MODIS snow cover products and to expose the development trends. The methods of generating cloud-free MODIS snow cover products are classified into spatial methods, temporal methods, spatio-temporal methods, and multisource fusion methods. The spatial methods and temporal methods remove the cloud cover of the snow product based on the spatial patterns and temporal changing correlation of the snowpack, respectively. The spatio-temporal methods utilize the spatial and temporal features of snow jointly. The multi-source fusion methods utilize the complementary information among different sources among optical observations, microwave observations, and station observations.


WOS研究方向Geology ; Water Resources
来源期刊HYDROLOGY AND EARTH SYSTEM SCIENCES
文献类型期刊论文
条目标识符http://gcip.llas.ac.cn/handle/2XKMVOVA/97858
作者单位1.Wuhan Univ, Sch Remote Sensing & Informat Engn, Wuhan, Hubei, Peoples R China;
2.Wuhan Univ, Sch Resource & Environm Sci, Wuhan, Hubei, Peoples R China;
3.Wuhan Univ, State Key Lab Informat Engn Surveying Mapping & R, Wuhan, Hubei, Peoples R China
推荐引用方式
GB/T 7714
Li, Xinghua,Jing, Yinghong,Shen, Huanfeng,et al. The recent developments in cloud removal approaches of MODIS snow cover product[J],2019,23(5):2401-2416.
APA Li, Xinghua,Jing, Yinghong,Shen, Huanfeng,&Zhang, Liangpei.(2019).The recent developments in cloud removal approaches of MODIS snow cover product.HYDROLOGY AND EARTH SYSTEM SCIENCES,23(5),2401-2416.
MLA Li, Xinghua,et al."The recent developments in cloud removal approaches of MODIS snow cover product".HYDROLOGY AND EARTH SYSTEM SCIENCES 23.5(2019):2401-2416.
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