A New Spatial and Temporal Fusion Model
Refereed conference paper presented and published in conference proceedings
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香港中文大學研究人員

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摘要As Moderate Resolution Imaging Spectroradiometer (MODIS) and Enhanced Thematic Mapper Plus (ETM+) has a tradeoff between the high temporal resolution and high spatial resolution, this paper proposed a spatial and temporal model with auto-regression error correction (AREC) method to blend the two types of images in order to obtain the composed image with both high spatial and temporal resolution. Experiments and validation were conducted on a data set located in Shenzhen, China and compared with Spatial and Temporal Adaptive Reflectance Fusion Model (STARFM) in several objective indexes and visual analysis. It was found that AREC could effectively predict the land cover changes and the fusion results had better performances versus the ones of STARFM.
出版社接受日期04.05.2016
著者WANG J, HUANG B
會議名稱XXIII ISPRS Congress 2016
會議開始日12.07.2016
會議完結日19.07.2016
會議地點Prague
會議國家/地區捷克共和國
會議論文集題名ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
出版年份2016
月份7
卷號III-7
期次7
頁次203 - 206
國際標準期刊號2194-9042
電子國際標準期刊號2194-9050
語言英式英語

上次更新時間 2020-06-08 於 02:59