IMAGE
3DPaths_adult.tif (4.24 MB)
IMAGE
3DPaths_kid.tif (6.1 MB)
IMAGE
3DPaths_senior.tif (3.4 MB)
IMAGE
3DPaths_student.tif (3.38 MB)
IMAGE
3DPrism_adult_2.tif (4.62 MB)
IMAGE
3DPrism_adult.tif (1.71 MB)
IMAGE
3DPrism_kid_2.tif (8.88 MB)
IMAGE
3DPrism_senior_2.tif (5.08 MB)
IMAGE
3DPrism_senior.tif (6.55 MB)
IMAGE
3DPrism_student_2.tif (3.66 MB)
IMAGE
3DPrism_student.tif (2.22 MB)
IMAGE
Concurrent Risk View_adult.tif (2.36 MB)
IMAGE
Concurrent Risk View_kid.tif (3.23 MB)
IMAGE
Concurrent Risk View_senior.tif (10.12 MB)
IMAGE
Concurrent Risk View_student.tif (6.39 MB)
IMAGE
3DPrism_kid.tif (558.46 kB)
VIDEO
movie.mp4 (7.76 MB)
DOCUMENT
Data Availability Statement.docx (15.91 kB)
IMAGE
Figure1.tif (1018.41 kB)
IMAGE
Figure2.tif (6.32 MB)
1/0
A Personalized Activity-based Spatiotemporal Risk Mapping Approach to COVID-19 Pandemic
dataset
posted on 2021-03-18, 02:11 authored by Jing Li, Xuantong WangXuantong Wang, Hexuan Zheng, Tong ZhangThe datasets used for this manuscript were derived from multiple sources: Denver Public Health, Esri, Google, and SafeGraph. Any reuse or redistribution of the datasets are subjected to the restrictions of the data providers: Denver Public Health, Esri, Google, and SafeGraph and should consult relevant parties for permissions.
1. COVID-19 case dataset were retrieved from Denver Public Health (Link: https://storymaps.arcgis.com/stories/50dbb5e7dfb6495292b71b7d8df56d0a )
2. Point of Interests (POIs) data were retrieved from Esri and SafeGraph (Link: https://coronavirus-disasterresponse.hub.arcgis.com/datasets/6c8c635b1ea94001a52bf28179d1e32b/data?selectedAttribute=naics_code) and verified with Google Places Service (Link: https://developers.google.com/maps/documentation/javascript/reference/places-service)
The datasets for risk assessment and mapping are included in a geodatabase. Per SafeGraph data sharing guidelines, raw data cannot be shared publicly. To view the content of the geodatabase, users should have installed ArcGIS Pro 2.7. The geodatabase includes the following:
1. POI. Major attributes are locations, name, and daily popularity.
2. Denver neighborhood with weekly COVID-19 cases and computed regional risk levels.
3. Simulated four travel logs with anchor points provided. Each is a separate point layer.
1. COVID-19 case dataset were retrieved from Denver Public Health (Link: https://storymaps.arcgis.com/stories/50dbb5e7dfb6495292b71b7d8df56d0a )
2. Point of Interests (POIs) data were retrieved from Esri and SafeGraph (Link: https://coronavirus-disasterresponse.hub.arcgis.com/datasets/6c8c635b1ea94001a52bf28179d1e32b/data?selectedAttribute=naics_code) and verified with Google Places Service (Link: https://developers.google.com/maps/documentation/javascript/reference/places-service)
3. The activity risk information is accessible from Texas Medical Association (TMA) (Link: https://www.texmed.org/TexasMedicineDetail.aspx?id=54216 )
1. POI. Major attributes are locations, name, and daily popularity.
2. Denver neighborhood with weekly COVID-19 cases and computed regional risk levels.
3. Simulated four travel logs with anchor points provided. Each is a separate point layer.
