PPT-Spatial Point Pattern Analysis

GRAD61048104 INES 8090 Spatial Statistic Spring 2017 Multivariate Point Pattern Analysis Analysis of Multivariate Point Patterns Multivariate point pattern Bramble Canes dataset from spatstat. 11 Specifications are subject to change without notice HOLOEYE Photonics AG AlbertEinsteinStr 14 12489 Berlin Germany Phone 49 030 6392 3660 Fax 49 030 6392 3662 contactholoeyecom wwwholoeyecom HOLOEYE Corporation 1620 Fifth Avenue Suite 550 San Di Composite lets clients treat individual objects and compositions of objects uniformly This is called recursive composition Motivation brPage 3br Bob Tarr Design Patterns In Java The Composite Pattern The Composite Pattern The Composite Pattern Motiv Chris Jochem. Geog. 5161 – Spring 2011. When you know ‘where’, you can start to . ask . ‘why’. John Snow’s map of cholera deaths in London, 1854.. Water pump locations. Need to move beyond simply mapping events and beyond general point pattern analysis.. : The Spatial Gaze. “Gaze” is the act of seeing; it is an act of . selective perception. . Much of what we see is . shaped by our . experiences and . our “gaze” . has a direct bearing. on what we think. And . Ms. Schultz. The Sam Sheppard Case. On July 4, 1954 Sam Sheppard called police to report that his wife Marilynn was dead in the bedroom. He said the night before, his wife had gone upstairs to bed while he was asleep on the couch. When he went upstairs, he saw his wife covered in blood. He heard a noise and ran downstairs chasing after a 6’3’’ bushy haired man. The two struggled and Dr. Sheppard was choked unconscious. When police arrived, Marilynn was found with 35 wounds to the head and blood drenched the walls, door, and bed. Her face was almost unrecognizable. Sheppard served 10 years in prison before the US Supreme court rules that the trial had been tainted. The evidence was reexamined. Blood spatters and blood drops provided some of the most compelling evidence. Dr. Paul Kirk, an expert in blood analysis, determined the killer could not have been Sam because the attack was perpetrated by a left handed person. Dr. Sheppard was right handed.. using a floor sensor system. By: Omar Costilla- Reyes (Ph.D. student). Email: . omar.costillareyes@manchester.ac.uk. Sensing, Imaging and Signal Processing Group. School of Electrical and Electronics Engineering. Zhe Jiang. zjiang@cs.ua.edu. Colocation Pattern and Examples. Colocation: a . set of . spatial features . that . frequently occur . in . together. . Example:. Ecology: symbiotic relationship in animals or plants. 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 . Robert Tanton. (CRICOS) #00212K. Outline. Description . of . spatial . microsimulation. Applications of . spatial . microsimulation. Future of . spatial microsimulation. Further reading. (CRICOS) #00212K. Dong Xie. *, Feifei Li*, Bin Yao. . , Gefei Li. . , Liang Zhou. . , . Minyi. . Guo. . Spatial Data is Ubiquitous!. Location-based Services. IoT. Projects & Sensor Networks. Social Media. Problems of Existing Systems. PATTERN DEVELOPMENT. Key Concepts and Terms. Apparel Design Technical Pack (Tech Pack). Block Pattern. CAD-Computer Aided Design. Costing. Design Details. Design Samples . Drafting a Pattern . Flat Pattern. Oral Presentation at The 143. rd. APHA Annual Meeting and Exposition(October . 31 – November 4, 2015. ), Chicago. . George Siaway, PhD, Christine A. Clarke, MS, Fern Johnson-Clarke, PhD and Rowena Samala, MS. Representation. Chumphol Bunkhumpornpat, Ph.D.. Department of Computer Science. Faculty of Science. Chiang Mai University. Learning Objectives. KDD Process. Know that patterns can be represented as. Vectors. Introduction. Region Discovery—Finding Interesting Places in Spatial Datasets . Project3. CLEVER: a Spatial Clustering Algorithm Supporting Plug-in Fitness Functions. [Spatial Regression]. Brief Introduction .