ANALYTICS

作品数:412被引量:645H指数:12
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Trace element tectonic discrimination of granitoids:inspiration from big data analytics
《Big Earth Data》2023年第4期1094-1119,共26页Wan-Feng Chen Qi Zhang Jing Yang Er-Teng Wang Gao-Rui Song Shou-Tao Jiao Jie Yuan 
The tectonic environment of granitoids has always been a concern of the academic community.The Nb vs.Y and Rb vs.Nb+Y diagrams have had a substantial impact.The present work uses more than 110,000 granitoid samples(Si...
关键词:Spreading center Ocean Island Apenninic-Maghrebides chain tectonic discrimination GRANITOIDS convergent margin 
Area and shape distortions in open-source discrete global grid systems被引量:3
《Big Earth Data》2022年第3期256-275,共20页Alexander Kmoch Ivan Vasilyev Holger Virro Evelyn Uuemaa 
This research has been supported by the Marie Skłodowska-Curie Actions individual fellowship under the Horizon 2020 Programme grant agreement number 795625,grant number MOBERC34 of the Estonian Research Council(ETAG),and the NUTIKAS programme of the Archimedes foundation.The authors are also thankful for technical support from the High Performance Computing Center of the University of Tartu.
A Discrete Global Grid System(DGGS)is a type of spatial reference system that tessellates the globe into many individual,evenly spaced,and well-aligned cells to encode location and,thus,can serve as a basis for data c...
关键词:Coordinate reference systems spatial indexing big spatial data analytics data cube DGGS 
Intelligent geospatial maritime risk analytics using the Discrete Global Grid System被引量:4
《Big Earth Data》2022年第3期294-322,共29页Andrew Rawson Zoheir Sabeur Mario Brito 
This work is partly funded by the University of Southampton’s Marine and Maritime Institute(SMMI)and the European Research Council under the European Union’s Horizon 2020 research and innovation program(grant agreement number:723526:SEDNA).
Each year,accidents involving ships result in significant loss of life,environmental pollution and economic losses.The promotion of navigation safety through risk reduction requires methods to assess the spatial distr...
关键词:Maritime risk Discrete Global Grid System big data machine learning 
Analytics of big geosocial media and crowdsourced data被引量:1
《Big Earth Data》2021年第1期1-4,共4页Songnian Li Monica Wachowicz Hongchao Fan 
supported by the Natural Sciences and Engineering Research Council of Canada[RGPIN-2017-05950].
Numerous crowdsourcing and social media platforms such as CrowdSpring,Idea Bounty,DesignCrowd,Facebook,Twitter,Flickr,Weibo,WeChat,and Instagram are creating and sharing vast amounts of user-generated content that can...
关键词:SOURCE MEDIA COVERING 
Understanding satellite images:a data mining module for Sentinel images
《Big Earth Data》2020年第4期367-408,共42页Corneliu Octavian Dumitru Gottfried Schwarz Anna Pulak-Siwiec Bartosz Kulawik Mohanad Albughdadi Jose Lorenzo Mihai Datcu 
The work was supported by the European Commission’s H2020 CANDELA project under Grant Agreement No.776193.
The increased number of free and open Sentinel satellite images has led to new applications of these data.Among them is the systematic classification of land cover/use types based on patterns of settlements or agricul...
关键词:Data mining Earth observation Sentinel-1 Sentinel-2 image semantics classification maps ANALYTICS third party mission data 
Big Earth data analytics:a survey被引量:8
《Big Earth Data》2019年第2期83-107,共25页Chaowei Yang Manzhu Yu Yun Li Fei Hu Yongyao Jiang Qian Liu Dexuan Sha Mengchao Xu Juan Gu 
This work was supported by the National Science Foundation[OAC-1835507 and IIP-1841520]。
Big Earth data are produced from satellite observations,Internet-ofThings,model simulations,and other sources.The data embed unprecedented insights and spatiotemporal stamps of relevant Earth phenomena for improving o...
关键词:Geospatial industry geospatial analytics policy makers data scientist data system spatiotemporal data 
Big Earth Data:a comprehensive analysis of visualization analytics issues被引量:4
《Big Earth Data》2018年第4期321-350,共30页Patrick Merritt Haixia Bi Bradley Davis Christopher Windmill Yong Xue 
Big Earth Data analysis is a complex task requiring the integration of many skills and technologies.This paper provides a comprehensive review of the technology and terminology within the Big Earth Data problem space ...
关键词:Digital earth Big Earth Data data-intensive science knowledge discovery global change 
A survey of analytical methods for inclusion in a new energy-water nexus knowledge discovery framework
《Big Earth Data》2018年第3期197-227,共31页Melissa R.Allen Syed Mohammed Arshad Zaidi Varun Chandola April M.Morton Christa M.Brelsford Ryan A.McManamay Binita KC Jibonananda Sanyal Robert N.Stewart Budhendra L.Bhaduri 
This work was supported by the Integrated Assessment Research Program of the US Department of Energy’s Office of Science;Biological and Environmental Research;Department of Energy Office of Policy;NSF ACI-1541215.
The energy-water nexus,or the dependence of energy on water and water on energy,continues to receive attention as impacts on both energy and water supply and demand from growing popula-tions and climate-related stress...
关键词:Energy-water nexus data ANALYTICS web portal 
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