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Vector Data Model
Discrete objects with sharp edges
Points, lines, and polygons
Roads, wells, parcels, boundaries
Raster Data Model
A continuous grid of cells
Every cell holds a value
Elevation, land cover, temperature
Points
Single locations - a well, a tree, a fire hydrant, a GPS reading
Points

Lines
Connected Points - roads, rivers, pipelines, trails
Lines

Polygons
Closed Areas - parcels, lakes, buildings, county boundaries
Polygons

Digitizing
Creating vector features by tracing points, lines, and polygons from a source - a map or an image
Heads-up digitizing
Tracing on screen directly over aerial or satellite imagery - the most common method today
National Hydrography Dataset
The USGS NHD maps the nationās water - streams, rivers, canals, lakes, ponds, and coastlines - as vector features.
Lines and polygons with attributes
Flowlines (streams, canals, pipelines) are lines; waterbodies (lakes, reservoirs, swamps) are polygons - each typed by FType.
National Land Cover Database (NLCD)
Database that classifies every 30m cell of the U.S. into land cover types - water, forest, developed, crops, wetlands, etc.
Vector
Discrete Objects with crisp boundaries
Compact; exact shapes and lengths/areas
Best: Parcels, roads, wells, boundaries
Attributes rich per feature
Raster
Continuous surface of equal cells
Simple structure; heavier files
Best: elevation, land cover, imagery
One value per cell
Nominal
Names/categories, no order.
Land-use type, ZIP code.
Ordinal
Ranked order, unequal gaps.
1st/2nd/3rd; low/med/high.
Interval
Ordered, equal gaps, no true zero.
Temperature (°F).
Ratio
Ordered, equal gaps, true zero.
Distances, dollars, acres.
Records
Each row is one feature - one parcel, one county, one stream segment
Fields
Each column is one attribute - name population, area, land-use code
Metadata
Descriptive information about a dataset - usually a readme or XML file.
ArcGIS Pro
Esriās flagship desktop GIS - the modern professional application for mapping and analysis
ArcGIS Online
A cloud/web GIS for making and sharing maps in a browser
ArcMap (Legacy)
The older desktop product many organizations still run, now succeeded by ArcGIS Pro
Geodatabase
A container that holds all the layers and tables for a project in one place
Feature classes
Each layer of one geometry type - A highways layer, a parcels polygon layer, a wells point layer
Feature Datasets
Group related feature classes that share a coordinate system
Python
The main GIS scripting language - readable, everywhere, and the tool both ArcGIS and QGIS automate with
QGIS
A free, open-source desktop GIS with most of the capability of paid packages
Query (SQL)
Selects the features whose attributes meet a conditions
Boolean Operator
A word _ AND, OR, or NOT - that joins two or more conditions into a single compound query
Intersection Query (AND)
Returns only records that meet BOTH conditions
Union Query (OR)
Returns records that meet EITHER condition
Negation (NOT)
Returns the records that do not meet a condition
Select by Attribute
Query the table
āWhich parcels are zoned commercialā
Answer comes form the data values
Select by location
Query by spatial relationship
āWhich parcels are WITHIN 500m of the riverā
Answer comes from geometry and position
Buffer
A new polygon covering everything within a chosen distance of a feature - around points, lines, or polygons
Intersect
Keep only where BOTH layers overlap
Union
Keep everything from both layers
Identity
Keep the input layer, split by the overlay
Symmetrical Difference
Keep only the parts that donāt overlap
Intersect
What vector overlay?

Identity
What vector overlay?

Symmetrical Difference
What vector overlay?

Union
What vector overlay?

Combine Layers
Overlay merges two or more layers so you can find where their conditions occur together
Reclassify
Assign new values to raster cells - often grouping many values into a few meaningful classes
Cell-by-cell math
Map algebra combines rasters with arithmetic - add, subtract, multiply - matching cell to cell
Boolean rasters
Map algebra combines grids with logical operators
Site suitability modeling
Score each location based on several criteria, then combine the scores to rank every place from worst to best
Hot spot
A statistically significant cluster
Geoprocessing
Chaining tools into a workflow
Map
A representation of spatial data that conveys information to its reader - the end product of your GIS work
Cartography
The science and art of mapmaking
Visual Hierarchy
How features are displayed to emphasize their level of prominence
Geographic scale
The real-world size or extent of an area
Representative fractiion
Expresses map scale as a ratio
Large-scale map
Larger representative fraction value
Shows a smaller geographic area
More detail - buildings as polygons
largest possible is 1:1
Small-scale map
Smaller representative fraction value
Shows are larger geographic area
Less detail - cities as points
Scale Bar
A graphical device that represents the mapās scale
North Arrow
A graphical device that can help understand a mapās orientation
Legend
A graphical device that explains what the mapās various symbols and colors represent
Reference Map
Shows the locations of features.
Road maps, atlases, topographic maps.
Answers: āwhere are things?ā
Thematic Map
Conveys one particular theme
āState-by-state population changesā
ā2020 election results by countyā
Answers: āhow does one thing vary?ā
Choropleth
Colors existing areas by a value to show it well
Graduated Symbols
Different sized symbols convey a thematic quantity
Natural Breaks (Jenks)
Sets class breaks at natural gaps in the data values
Quantile
Puts an about equal number of features in each class
Equal Interval
Divides the total value range into equal-width classes
Standard Deviation
Sets breaks by the mean and how far values sit from it
Network
A series of junctions and edges connected together to model things like streets
Junction
A node - a place where edges come together (intersections, on-ramps, endpoints)
Edge
A link of the network - the line that represents a road segment
Connectivity
The linkages between edges and junctions - what connects to what
Street Centerline
A file of line segments representing roads - one record per small road segment
Line segment
A single edge of the network - one section of a street between junctions
Topologically Integrated Geographic Encoding and Referencing (TIGER)
Free U.S. Census Bureau files of road segments
Geocoding
Using the text of an address to plot a point at that location on a map
Reference Database
The base network data used as the source for geocoding
Parse
Break the address into its component parts
Standardize
Put the address components parts into a consistent format
Linear Interpolation
Places the address among the range along a segment
Batch Geocoding
Matching a whole list of address at once
Transit Cost (impedance)
How many units - miles or minutes - it takes to traverse an edge
Shortest Path
The route with the lowest cumulative transit cost between stops
Dijkstra
The algorithm that finds the lowest-cost path from an origin to destinations, and then writes turn-by-turn directions