PPT-STRAVA Spatial Data and Processes:

Utilizing GIS and spatial tools to generate new data products from raw GPS cycling tracks on Strava Stravas Big Spatial Data 125 million activities 300 billion GPS points 60 international. Utilizing . GIS and spatial tools to generate new data products from raw GPS cycling tracks on Strava. Strava’s. Big Spatial Data. 125+ . million activities. 300+ . billion GPS points. 60% international. M Sumner. Outline. Packages. Spatial. Import and export. Maps and projections. Big data. Community. , . resources. Sweave. ?. Packages. s. p, . rgdal. , . maptools. , . gstat. , . spdep. , . spacetime. Modelling. of Annual Max Temperatures using Max Stable Processes. NCAR Advanced Study Program. 24 June, 2011.  . Anne Schindler, Brook Russell, Scott Sellars, Pat . Sessford. , and Daniel Wright. Outline. in. Biodiversity Conservation Planning. Sham . Davande. , GIS Expert. Arid Communities Technologies, . Bhuj. 11 September, 2015. Introduction. What is Non-Spatial . and Spatial Data. ?. Spatial Data . Eric . Feigelson. Penn State University. Arcetri. Observatory, April 2014. Background on Spatial Point Processes. Study of spatial point processes is a part of the field of spatial statistics that includes: graph, map, network data; lattice data (e.g. images); . What can we do with GIS?. SPATIAL STATISTICS. What can we do with GIS?. SPATIAL STATISTICS. We utilize map data! . What can we do with GIS?. Designed for use with maps. Uses either . RASTER. or . Tyler Reainthong. CSE 7330. Fall 2009. Topics. Definitions. Storage and Indexing. Spatial Relationships. Spatial Queries. Standards. Systems. Applications and the Future. What is a Spatial Database?. Overview . of Spatial Big Data and . Analytics. (8:40-9:15am). James B. Pick. University of Redlands School of Business. James_pick@redlands.edu. . Pre-ICIS Workshop on Locational Analytics, Spatial . Presented by . Xiaozhi. Yu. Outline. What is spatial database system?. What need to be presented?. Organizing the underlying space.. Spatial data types.. Spatial relationships.. Integrating geometry into DBMS data model.. Daniel Carter. UNC Highway Safety Research Center. Presented at the Traffic Records Forum, August 6, 2017. New Orleans, LA. Background. HSIS roadway and crash data warehousing process involves:. Acquiring data. Analysis. . of . Social Media Data . Shaowen Wang. CyberInfrastructure and Geospatial Information Laboratory (CIGI). Department of Geography and Geographic Information Science. Department of Computer Science. Introduction. Region Discovery—Finding Interesting Places in Spatial Datasets . Project3. CLEVER: a Spatial Clustering Algorithm Supporting Plug-in Fitness Functions. [Spatial Regression]. Brief Introduction . Yaxing . Wei. . &. Suresh K.S. . Vannan. Environmental Sciences Division. Oak Ridge National Laboratory. Spatial Data. Any data with location information. Feature data: . “. object. ”. with location and other properties. Again, portions swiped from Dr. Sterling Quinn. What the heck is spatial data?. Data tied to a location.. On earth. Mars. Anywhere. Heck, I’ve even seen detailed maps of the human body.. Note - GE has moon and mars. So cool..