Identify Optimal Sites for Additional Tent Camping in Yellowstone National Park. Optimal sites cannot be too close to existing campgrounds, but close enough to road that pristine wilderness areas remain harder for most campers to access. Additionally, the campgrounds needs shade. 

Create a Dasymetric model of 1959 cropland percentage in south central Ohio using four variable: Two limiting variable and two related variable to convert choroplethic map to a dasymetric map. 

This project required collecting ski resort data (polygons) within Colorado and designed a model using Model Builder (ArcGIS) to pick out the best ski resort in Colorado based on three criteria (listed on the map). The model that was used is posted under the map. 

Use Python and ArcPy Library to build a Kriging model to predict the coral vulnerability at Florida Keys by using three Indicator Variables: 

• Total Organic Carbon

• Ammonium

• Sea Surface Temperature

Property data of the City does not match with County's parcel data (a topology problem). Solved by created a Python script (using ArcPy library) to match each polygon to another (if county parcel's centroid is within the city property's polygon, then select the county parcel and copy all attribute data from the city's polygon)

Automate the process that select all addresses which would be affected by certain road constructions. The front of the house has to face the road for the address to be selected. 

Workflow:

• Buffer the road to a distance of 1000 feet

• Clip the addresses (point feature class) to the road buffer 

• Select addresses which has the same name as the street (thus facing the street)

Create a new feature class that contain the project area and the area of proposed equestrian trails for South Standley Regional Park.  

Use Field Map and GNSS device (Bad Elf, Trimble R1) to collect data of Open Space Fence Lines and Gates. 

Use ArcGIS Online to create a web map and editable web app. 

Use Field Map and GNSS device (Bad Elf) to collect data of Open Space and Parks Trash Cans

Use ArcGIS Online to create a web map and web app

Use ArcMap edit tools and NearMap Satellite image to digitize Fence Lines data for Westminster's Parks. Work with other departments to fill in the attribute data for these lines. 

Use ArcMap tools and ultilize the big map above (36x38 inches Property Map) and a grid layer (3300x5100 ft) to make a map series which contains 81 maps (81 grids) displaying: parks, open space, streets, facility, ... for department general uses. 

This map show the regional location of South Standley Lake, proposal equestrian trail project area. 

This map show the regional location of the sampling location. Dissolve method was used to dissolve the parcel boundaries of Westminster Hills Open Space. 

This is a map (ArcMap) of Oregon Tri - Metro area's population density with different classification schemes 

Used QGIS to geo-reference geologic maps (from original pdf files) of the Front Range Area. 

Analyzed and predicted post wildfire processes. Using GIS to plot the burnt area. Picked out criteria (slope, proximity to the fire) to choose the best sites to install GPS and Time lapse camera stations in order to have better observations of the post fire processes. 

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