Geospatial Data Analytics
Nighttime Binghamton Campus
Nighttime Binghamton Campus
High-resolution Nighttime Image from unman aeiral vehicle
Geotagged Tweets for electricity power consumption
Geotagged Tweets for electricity power consumption
Reported in Pipe Dream (02/19/2018), student newspaper of SUNY-Binghamton
Aggregated hourly unique Tweet users (left) and eletric power consumption (right)
Comparison between eletric power consumption (purple) and unique tweet users (Gold). Correlation coefficients are high in different buildings (R > 0.8, p < 0.01).
Neighborhood landscape and its relationship with crime occurence
Neighborhood landscape and its relationship with crime occurence
Geo-tagged Socia Media Data to Characterize Hazard Resilience
Geo-tagged Socia Media Data to Characterize Hazard Resilience
Daily Twitter user count reach a peak (gold line) before Hurricane Florence arrived, and other peaks due to different holidays (such as Labor Day and Thanksgiving)
Urban Land Use using Geo-tagged Social Media
Urban Land Use using Geo-tagged Social Media
Normalized Hourly Number of Twitter Users in week days are used for deriving detailed urban land use in the entire city.
Computer vision to characterize neighborhood environments
Computer vision to characterize neighborhood environments
using Google Street View
Johnson City Redevelopment in upstate New York
Johnson City Redevelopment in upstate New York
"Nighttime Binghamton Campus" starts at 16:10 on Youtube.
"Nighttime Binghamton Campus" starts at 16:10 on Youtube.
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