Human mobility dataset for the ACM SIGSPATIAL GIS CUP 2025: Human Mobility Prediction Challenge

https://sigspatial2025.sigspatial.org/giscup/index.html

This data contains movement information generated from user location data obtained from LY Corporation smartphone applications. It does not reveal the actual timestamp, latitude, longitude, etc., and does not identify individuals. This data can only be used for the purpose of participating in the GIS CUP 2025.

Attachment regarding a Quasi-Judicial public hearing request by Richard Veno on behalf of Robert Kapp and Brian Maginnis dba American Self Storage for a conditional use permit revision to add additional storage units, located on Parcel No. 17454, 30 Mt. Gilead Church Rd., New Hope Township.

The establishment of a BES Multi-User Geodatabase (BES-MUG) allows for the storage, management, and distribution of geospatial data associated with the Baltimore Ecosystem Study. At present, BES data is distributed over the internet via the BES website. While having geospatial data available for download is a vast improvement over having the data housed at individual research institutions, it still suffers from some limitations. BES-MUG overcomes these limitations; improving the quality of the geospatial data available to BES researches, thereby leading to more informed decision-making. BES-MUG builds on Environmental Systems Research Institute's (ESRI) ArcGIS and ArcSDE technology. ESRI was selected because its geospatial software offers robust capabilities. ArcGIS is implemented agency-wide within the USDA and is the predominant geospatial software package used by collaborating institutions. Commercially available enterprise database packages (DB2, Oracle, SQL) provide an efficient means to store, manage, and share large datasets. However, standard database capabilities are limited with respect to geographic datasets because they lack the ability to deal with complex spatial relationships. By using ESRI's ArcSDE (Spatial Database Engine) in conjunction with database software, geospatial data can be handled much more effectively through the implementation of the Geodatabase model. Through ArcSDE and the Geodatabase model the database's capabilities are expanded, allowing for multiuser editing, intelligent feature types, and the establishment of rules and relationships. ArcSDE also allows users to connect to the database using ArcGIS software without being burdened by the intricacies of the database itself. For an example of how BES-MUG will help improve the quality and timeless of BES geospatial data consider a census block group layer that is in need of updating. Rather than the researcher downloading the dataset, editing it, and resubmitting to through ORS, access rules will allow the authorized user to edit the dataset over the network. Established rules will ensure that the attribute and topological integrity is maintained, so that key fields are not left blank and that the block group boundaries stay within tract boundaries. Metadata will automatically be updated showing who edited the dataset and when they did in the event any questions arise. Currently, a functioning prototype Multi-User Database has been developed for BES at the University of Vermont Spatial Analysis Lab, using Arc SDE and IBM's DB2 Enterprise Database as a back end architecture. This database, which is currently only accessible to those on the UVM campus network, will shortly be migrated to a Linux server where it will be accessible for database connections over the Internet. Passwords can then be handed out to all interested researchers on the project, who will be able to make a database connection through the Geographic Information Systems software interface on their desktop computer. This database will include a very large number of thematic layers. Those layers are currently divided into biophysical, socio-economic and imagery categories. Biophysical includes data on topography, soils, forest cover, habitat areas, hydrology and toxics. Socio-economics includes political and administrative boundaries, transportation and infrastructure networks, property data, census data, household survey data, parks, protected areas, land use/land cover, zoning, public health and historic land use change. Imagery includes a variety of aerial and satellite imagery. See the readme: http://96.56.36.108/geodatabase_SAL/readme.txt See the file listing: http://96.56.36.108/geodatabase_SAL/diroutput.txt

The feature class begins with 1987 casefiles because the city changed its zoning code that year. The feature class includes information found in case files about Condition Use Permits, Administrative Adjustments, and Variances for the City of Puyallup. Beginning in 2009 Administrative Conditional Use Permits were recorded. Case number nominclature changed in July 2008 when a new permitting software was implemented. Cases are Denied, Approved, or Approved with Conditions. Since July 2008 cases Approved with Conditions are rarely noted as most cases are approved with canned conditions. Only when extraordinary conditions are imposed will there be a notation of Approved with Conditions.

The ZIP file consist of GIS files with information about the excavations, findings and other metadata about the archaeological survey.

Created for the NPDC Website

The ZIP file consist of GIS files and an Access database with information about the excavations, findings and other metadata about the archaeological survey.

The ZIP file consist of GIS files and an Access database with information about the excavations, findings and other metadata about the archaeological survey.

Informationen i sammanfattning är hämtad ur rapporten för undersökningen: Riksantikvarieämbetet UV Öst har på uppdrag av Linköpings kommun utfört en utredning, etapp 2, intill korsningen Tornbyvägen-Gillbergagatan i Linköping. Linköpings kommun planerar ombyggnad av Tornbyvägen som ligger i Linköpings handels- och industriområde. I östra änden av det planerade vägområdet finns en skålgropslokal, RAÄ 159. Den är belägen på norra sidan av Tornbyvägen, i anslutning till "Direktörsvillan". Fornlämningen består av ca 10 skålgropar på ett uppskjutande berg inom ett parti som ännu till stora delar är obebyggt. Mellan skålgropslokalen och Tornbyvägen finns en sydsluttning som utgör ett presumtivt boplatsläge. Området i anslutning till RAÄ 159 har tidigare fosfatkarterats där resultaten visade på förhöjda värden, vilket indikerar äldre bosättningar. Vid en efterföljande förundersökning drogs schakt i sluttningen ner mot Tornbyvägen då enstaka anläggningar i form av nedgrävningar, vars ålder inte kunde bestämmas, påträffades. Den arkeologiska utredningen, etapp 2, utfördes i form av sökschaktsgrävning med grävmaskin. Stora delar av undersökningsområdet var urschaktade sedan tidigare. Inga arkeologiska lämningar berördes eller fanns bevarade.

Syfte:

Informationen i syfte är hämtad ur rapporten för undersökningen: Syftet med den arkeologisk utredningen var att avgöra om fast fornlämning berörs av det planerade exploateringsarbetet.

Attachment regarding a request by HBP Properties, LLC for a revision to the existing conditional use permit on Parcel No. 2407, known as Polk’s Village, 10677 US 15-501 N, to add additional uses on the property.

Related records for various data layers involving one-to-many relationships

Attachment regarding terry Otto and Anna Cassilly for a revision to an existing Office and Institutional Conditional Use District with a Conditional Use Permit. Located off S. R-1941, Seaforth Road, on approx. 16 acres, New Hope Township.

The ZIP file consist of GIS files and an Access database with information about the excavations, findings and other metadata about the archaeological survey.

Attachment regarding a request by Tim Winters with Winter Custom Yachts, located at 2273 Holland’s Chapel Rd., Parcel No. 64272, for a CUP revision to add three (3) additional 1800 sq. ft. storage buildings to the existing site.

Attachment regarding a request by Sandy Pond Enterprises dba Dogwood Animal Hospital, Parcel No. 18637, Williams Township, located at 51 Vickers Rd., for a revision to the conditional use permit to add an additional 3,500 square foot kennel building and dog runs to the site.

Attachment regarding public hearing request by Michael Gress, Parcel No. 80117, located at 56 Weaver Trail, on one (1) acre out of a 5.490 acre tract, for a conditional use permit specifically for a contractor’s storage facility.

Attachment regarding a request by Lenore Braford dba Piedmont Farm Animal Refuge, for a conditional use permit on Parcel No. 78297, located at 7404 NC 87 N, being approximately 16.07 acres, for Animal Husbandry Specialized as a farm animal rescue facility, Hadley Township.

Attachment regarding a request by Derry & Cathy Smith for a conditional use permit to construct an automobile service specifically for manual washing and detailing of vehicles on approximately 2.003 acres, Parcel No. 85396, located on the Pittsboro Moncure Rd., Haw River Township.

Attachment regarding a request by applicant Absolute Land Survey for Windsong Muse, LLC for a revision to a conditional use permit for Windsong Retreat O&I for bed and breakfast facility and retreat and conference center for new owner (Windsong Muse, LLC) to include a professional recording studio on Parcel NO. 17475 consisting of 16.756 acres, located at 2540 Seaforth Rd (SR1941), New Hope Township.

Attachment regarding a request by Strata Solar for a Conditional Use Permit on Parcel No. 12233, located of US 64 W, Hickory Mountain Township, for a solar farm on approximately 42 acres. The parcel is split between R-1 zoning and unzoned. The R-1 zoning is the portion subject to this CUP request which is approximately 23.3 acres.