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Experiential Learning   Portfolio Guide  Describe How to Setup a Relational Database
                      As stated, I started off early in my career creating Microsoft Access databases to store my ArcMap
                      features before progressing to MS SQL.  The first step in the setup of a relational database required
                      unique table entities and the use of a primary key with entity integrity (no null values) for each table in
                      the database.  The use of a foreign key with referential integrity (no orphans) is also essential to create
                      relationships to other tables.  A relational database uses seLast Namel types of relationships one-to-
                      one, one-to-many, and many-to-many with the latter two being the most used in the GIS environment.
                      Database containing multiple tables should also be normalized to third normal form (3NF) to ensure
                      proper functioning and minimize bogging of the database once data is entered into the system.  It
                      is also good practice to sketch out the tables in Visio or on paper to envision how the tables and
                      relationships will function and fine-tune the normalization of tables prior to implementation.

                      Formulate and Interpret Geographically Referenced Data

                      As the Geospatial Program Manager, my job entails being the Subject Matter Expert (SME) for GIS
                      within my District.  I am tasked with ensuring others get the institutional knowledge they need to create
                      accurate products for decision makers.  I typically provide Quality Control (QC) of the internal and
                      external datasets of various projections that are used within our products.  I have to quickly interpret
                      information to ensure accuracy and in some cases, have found errors in final products.  One example
                      was a 30-foot shift in a Texas State Plane NAD 83 South Zone (FIPS 4205) channel dataset depicting
                      an encroachment of a port authority dock.  The analyst was utilizing satellite imagery of the area and
                      determining the encroachment solely based on imagery.  GIS scientific principle dictates some sort
                      of investigation should be done to quantify and interpret the data. After 30 minutes of investigation, I
                      was able to ascertain that the file was not properly transformed and reprojected into Texas State Plane
                      NAD83 South Zone (FIPS 4205) and once corrected, the vector features lined up with the imagery.

                      One must understand all the different types of projections and how they can be applied to their given
                      project.  Utilizing metadata becomes an important part of the process to quickly transform and reproject
                      those layers for analysis.

                      Manipulate ArcGIS to Analyze Problems

                      Throughout my 26-year career with USACE, I have analyzed many different projects that involved the
                      Texas coast and navigation.  I have performed work with mobile LiDAR datasets and converted the
                      vector data to raster grids and used the spatial analyst functions to determine impacts of erosion and
                      accretion with difference of surfaces.  I have utilized ArcGIS to estimate volumes of shoal material
                      within our ship channels and exported the information to tables and graphics.  I am experienced with
                      the use of spectral imagery (satellite and drone) based to assess vegetation using NDVI techniques
                      and also identify plant species based on reflectance signatures.  I have also utilized ArcGIS to produce
                      surge inundation maps from USGS DEMs along the Texas Gulf Coast.  On other projects, I have
                      identified pipelines using buffer corridors within our project boundaries to estimate pipe size and type
                      of commodity impacting our projects.  I am also experienced with topology tools and parcel fabric to
                      produce real estate parcel maps.








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