Location Evaluation of Apartments for Rent in Tempe Presented by Fan Xiao ( Jianyi Li , Dian Chen ) Sep 24 th, 2015 Lightening Talk of AGIC 2015
Fan Xiao Student at ASU, MAS-GIS program BS in GIS, Beijing Normal University Analysis of Spatial Pattern Change of Beijing Land Cover from 2000 to 2010 (May 2015) A Study of Pedestrian Path Selection Model Based on the Spatial Structure of Road Networks (June 2014) A Study of Direct Relationship between Albedo and Land Surface Temperature of Different Urban Land Cover Types (December 2014)
-ASU: 80,000 students -Living off-campus -Choosing rental apartments -Evaluate apartments by locations. Distance to: Supply ❖ Background ASU campus closest medical facilities Supermarkets convenience markets/stores restaurants/bars Parks industrial parks bus stations the number of nearest crime spots
Data nameData resourcePreprocessing ASU campusArcGIS Online ServerImage Digitizing Crime spotTempe Police DepartmentGeoreferencing Apartment ASU GIS Data Repository Convenience store Supermarket Medical facility Restaurant/bar Industrial park Bus Stops Park ❖ Data Source
Convert polygon feature dataset to points. Feature to Point Join facilities/sites to apartment features. Spatial Join Convert joined apartment feature class to raster. Polygon to Raster Reclassify the distance attribute to evaluation scores. Reclassify Sum up the scores of layers with weights. Weighted Sum ❖ Method
Score s Distance to Closest Convenient Market Distance to Closest Supermarket Distance to Closest Medical Facility Distance to Closest Restaurant/Bar 4< 330 ft<1000 ft < 330 ft ft ft ft ft ft ft 1> 3300 ft> 8200 ft > 3300 ft Distance to Closest Industrial Park Distance to ASU Tempe Campus Distance to Closest Bus Stations Sum of Crime Spots Closest to each Apts Distance to Closest Park > 4000 ft<3300 ft<100 ft0<1000 ft ft ft ft ft ft ft ft < 1000 ft> ft> 1000 ft> 400> 3300 ft ❖ Classification Standard of distance score Scores Distance to Closest Convenient Market Scenario 4< 330 ftRight next to apartment ftAppropriate for walking (5 min) ftWalk a long time, appropriate for riding bike (5 min) 1> 3300 ftNot convenient to use
INDEXFACTORWEIGHT aTotal number of closest crime spots bDistance to ASU Campus cDistance to Closest Supermarkets dDistance to Closest Bus Station eDistance to Closest Restaurant/Bar fDistance to Closest Convenient Market gDistance to Closest Park hDistance to Closest Medical Facilities iDistance to Closest Industrial Park ❖ Determining weight of factors: Analytic Hierarchy Process
❖ Weighted Sum
❖ Result and Discussion - Apartment right next to the campus always tend to be considered to have very good location - Some apartments near the middle of Tempe can also be good choicesfor students - Students are not recommended to live in the east part of Tempe and some that are too isolated
Thanks for you attention Fan Xiao Masters of Advanced Study in GIS School of Geographical sciences and Urban Planning Arizona State University, Tempe, AZ Phone: (480) (480)