Title
A Tile-Based Framework with a Spatial-Aware Feature for Easy Access and Efficient Analysis of Marine Remote Sensing Data.
Abstract
Marine remote sensing (MRS) data provide an important tool for advancing global change research. However, the existing product service practices are insufficient for meeting the needs of a full-experience online application. This paper introduces a framework named SatANA, which is unified by a data tiling method with a spatial-aware feature, for integrated and intelligent improvements in visualization, storage and computing. The SatANA framework is supported by a hybrid database storage ideal for the cloud storage of massive MRS data. The raw data are displayed and roamed on a virtual globe through the Internet as tiles, enhancing their spatial awareness, that can be intelligently used for visualization result tuning, data storage preloading and distributed computing optimized indexing. To verify its feasibility and effectiveness, we applied this framework to a platform called SatCO2, which is devoted to providing convenient access to and the efficient utilization of MRS data.
Year
DOI
Venue
2020
10.3390/rs12121932
REMOTE SENSING
Keywords
DocType
Volume
marine remote sensing,online analysis,tile service,spatial-aware,SatCO2
Journal
12
Issue
Citations 
PageRank 
12
0
0.34
References 
Authors
0
6
Name
Order
Citations
PageRank
Weiwen Ye100.34
Feng Zhang200.34
Xianqiang He3411.17
Yan Bai405.75
Liu Renyi51513.13
Zhenhong Du63116.98