GIS

25 July 2022
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GIS Definiton
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integrates software, hardware, data, and people (specialists/users) to display geospatial information.
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ArcMap
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View, Edit, and Layout your data
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ArcCatalog
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Design and maintain a Geodatabase, preview geographic and geospatial data
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ArcToolbox
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Geoprocessing and Spatial Analysis
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Geographic Data
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location. Maps, aerial photos, satellite images
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Attribute Data
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information. Census, demographic, geologic data.
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Raster Data
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representation of real world features using digital images, scanned maps, composed of an array of pixels w/ a number in each cell representing the solid color fill of that cell
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Vector data
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map features (line, polygon, point). Each feature has attributes (name, area, population..)
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What GIS can answer
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Location, condition, trends, and patterns
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Benefits of GIS
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Better decision making, better record keeping, managing geographically, improved communication
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Four main steps
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Data collection, Data input, data management, and data output
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GIS Layers
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information contained in maps and databases stored in a GIS system. Can be analyzed/integrated to reveal relationships. Base map, then layer schools, power plants, water quality, health, etc
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Continuous Raster
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pixel values are continuous and represent the concentration values of the phenomena (ex. DEM, temperature data, etc). NO ATTRIBUTE TABLES
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Discrete Raster
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Pixel values are independent and form abrupt boundaries (ex. land use, interval temperature data). Have attribute tables
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Raster examples
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Digital image (value represents object/quantity), Digital elevation model, digital graphic (base map w/ arbitrary colors), picture (represent geographic object/location used as attribute data)
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Raster is used for
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basemaps (satellite image), surface maps (DEM), thematic maps (satellite image classified for land use), and as attributes of a feature (actual picture)
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Raster files
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JPEG, GIF, .IMG, TIFF
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Raster Properties
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General, data source, raster info, extent, spatial reference, statistics, pyramids
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Pyramids
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Downsampled layers (at a scale of 2:1) to improve performance. Ex. Nearest neighbor, bilinear interpolation, cubic convolution.
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Why Raster?
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simple data structure (matrix of pixels), accurate representation of features, used a base map, for advanced spatial/statistical analysis, discrete/continuous surfaces, overlay data, stores points lines and polygons, can be converted to Vector data
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Vector def 2
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use of geometrical primitives (lines, points, and polygons) to represent geographic features
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features
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stored as a series of x-y coordinate system
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point
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0-dimensional. For location only, has an attribute table
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Line
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1-dimensional. Attribute table contains line length
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Polygon
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2-dimensional with area and perimeter.
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Vector Feature structure
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Features (no raster), feature class (feature+attribute only one feature per class with unique feature #), feature dataset (collection of feature classes + raster), then stored in a geodatabase
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Topology
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collection of rules that organizes the spatial relationships between features in a set of feature classes. Must not overlap, no gaps, must be in polygons
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Cartography
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the study and practice of making maps. Includes map editing, projection, and design
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Map
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graphical representation of some part of the Earth's surface. Contains a series of themes and coverages, and descriptive information.
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Map Types
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Political, Physical (ex. mtns), Location, Thematic (pop density)
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Choropleth Maps
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Color Coded and Graduate Color (monochromatic)
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Symbol Maps
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Graduate (different classes) and Proportional
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Dot Density Map
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closer dots =higher density of feature
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Chart Map
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use eye-catching features (pie charts, etc)
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Classifying data: Break Types
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Manual, equal interval, quantile, defined interval, natural breaks, geometric interval, standard deviation
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Normalizing Data
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Divides one numeric attribute by another to minimize differences in values based on the size of areas or number of features in an area. Ex. US Pop '07 by states area = pop density
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Minimum Scale Threshold
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When zoomed out beyond this scale, features are not visible
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Maximum Scale Threshold
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When zoomed in, features will not be visible.
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GIS Outputs
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Maps, Graphs, Reports
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Layout View
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collection of map elements laid out and organized on a page, for map printing
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What a map needs
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Map Size (Page and Print setup), neatline (Frame), title, legend, north arrow, Scale (large is very zoomed in), grids and graticules
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Neatline (Frame)
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determines map border
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View
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create graphs and reports from View
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Map Projection
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mathematical transformation of the 3-D spherical surface of the Earth onto a flat plane. used to create a map
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Benefits of projections
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more compact, easier to use, cheaper, viewed easily
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THe problem with projections
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Representing Earth's surface in two dimensions always causes distortion. Distorts shape, distance, area, direction
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Equal-Area Projections
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preserve the area of displayed features. Every part has the same area as the corresponding area on Earth, reduced scale. Ex. world political maps
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Equidistant Projection
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preserves distance between points and true scale. Ex. Maps of airline distances
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Conformal Projection
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preserves the shape, correct angles. Ex. topographic maps
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True-direction Projection
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preserves direction. ex. navigation maps
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Cylindrical
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sheet of paper around the sphere, then projects location onto a cylinder. For tropical regions
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Azimuthal (Polar)
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simply projects locations onto a flat sheet of paper. For polar regions
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Conical
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twists paper into cone before projecting locations. For middle latitudes
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Coordinate System
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a system that enables every location on Earth to be specified by a set of numbers that represents the position from the Equator/ Meridian (Latitude/Longitude)
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Longitude and Latitude
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angles measured from the Earth's surface to a point on the Earth's surface
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Latitude
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Parallel with the equator. They are equidistant (69 miles)
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longitude
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parallel with the prime meridian (Greenwich Eng)
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DMS
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Degrees, Minutes, Seconds. 1 degree=60 min
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Geographic Coordinate System
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not projected. 3-D spherical surface
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Geoid
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the equipotential surface of the Earth's gravity field which best fits global mean sea level. Imperfect ellipsoid
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Datum
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the reference ellipsoid where the spheroid matches up perfectly with Earth's surface. Global and local. Datum origin is the true origin of the spheroid.
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Global Datum
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spheroid matches the earth surface closely in different parts of the world. Most common: WGS 1984 (NAD 1983)
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Local Datum
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spheroid matches the earth surface at one point closely, but not well at others. More accurate
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Universal Transfer Mercator
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2 dimensional Cartesian Coordinate System. 60 zones, 6 degrees per longitude. BAsed on Transfer Mercator conformal (cylindrical) projection
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State Plane Coordinate System
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Divides US into 125 zones. Distortion is less than 1 in 10,000. States divided into 2-10 zones
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Geodatabase
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a container for storing raster and vector and table data. It stores spatial and attribute data and the topology relationships. Also uses a database management system to manage features and tables.
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Structure of Geodatabases
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From geodatabase to vector (feature dataset which includes the 3 feature classes point, line, polygon) and raster (digital image and digital graphic) and table (attribute and data)
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types of geodatabases
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personal and file
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file geodatabase
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stores datasets in a folder of files, with each dataset file up to 1 TB in size. Can be used across platforms, and compressed/encrypted for read-only secure use. .gdb
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personal geodatabase
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stores datasets in a Microsoft Access .mdb file. Storage sizes between 250-500 MB. Limited to 2 GB. Only supported on Windows
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Feature Dataset
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a collection of related feature classes that share a common coordinate system
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feature class
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contains both the spatial and attribute data for a geographic feature
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Import into Geodatabase
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feature class, table, raster dataset
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export from geodatabase
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to geodatabase, shapefile, dBase (Table)
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Compress/uncompress File Geodatabase
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once compressed, a feature class or table is read-only and cannot be edited. Compression is ideally suited to mature datasets that do not require further editing. Can be uncompressed
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Compact File/Personal Geodatabases
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Reduces size and improves performance. (>250 MB). Used for geodatabases with frequent data entry, deletion, or general editing. Open geodatabases in ArcMap cannot be compacted.
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Publish Geodatabase to ArcGIS Server
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Helps you to share the geodatabase and make it available to others. It can be a local network, but must have administrator access to the server.
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Attribute Table
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Created automatically and contains attribute data for a geographic feature.
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Feature number
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this identifies a feature in a feature class. It is automatically generated and maintained. Spatial and attribute data of a feature is linked by means of this.
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Attribute Table Terminology
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Consists of Records (rows) and Fields (columns).
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Attribute Table Field Info
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OBJECTID and Shape are automatically generated and maintained. Each field is specifically defined and established before data entry. Field type define the data that can be stored in the field.
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Add Field to a Feature Attribute Table
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Feature editing must be stopped before adding Field. New Field name and type must be specified.
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Table Query
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extracts certain records from a table based on a specified condition.
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Seven Data Types
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You can store a value for a feature attribute as Float, Double, Short Integer, Long Integer, Text, Date, and BLOB
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Query Results
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the result of a query is a set of selected records that meet the criteria. The table only uses the selected records. You can export the selected records to a new table, calculate statistics/new values for the records, or produce a report.
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Table Joins
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combining two tables into one. the Tables must share a common field and have the same values and data types. Ex. heating fuel data by county with county polygons.
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Permanent joins
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export data to make joins permanent
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Table Relates
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similar to a join except, the tables remain separate and items selected in one table may be highlighted in the related table.
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Calculate Geometry
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Allows you to calculate coordinates, area, length, and perimeter. Can add X and Y fields in the attribute table and export them.
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Raster Data Sources
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Digital Images and Digital Graphics
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Digital Graphic
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raster stores arbitrary color values that have no direct relation to the phenomena. Used as a base map, but cannot be used for analysis.
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Digital Image
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Raster pixels stores a value representing an object or quantity like reflectance, elevation, or temp. Remote sensing data, used for analysis.
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Electromagnetic Radiation
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From the Sun. Produces a continuous spectrum of energy from gamma rays to radio waves.
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Passive sensor
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Consists of a scanning imaging spectrograph (lens/mirror that separates EM w/ a Prism) and a detector. Ex. Landsat TM
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Detector
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consists of thousands of light sensitive cells or pixels that are capable of producing an electrical charge proportional to the amt of light they receive.
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Passive Remote Sensing Data
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Aerial photography, panchromatic, multispectral, hyperspectral, thermal
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Active Sensor
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Uses a transmitter, duplexer, and receiver.
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transmitter
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produces the short duration high-power EM pulses
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Duplexer
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alternately switches the atenna between the transmitter and receiver
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Receiver
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amplify and demodulate the received signals
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Active Remote Sensing Data
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LiDAR (blue-green lasers and near-infrared laser (VIS)) and RADAR (X, C, L, and P-Band (Micro))
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Remote Sensing Data characteristics
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Spatial, Spectral, Temporal, and Radiometric Resolution
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Spatial Resolution
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specifies the pixel size of satellite images. Small pixel=high res
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Spectral Resolution
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specifies the number of spectral band the sensor can collect. Determined by the number of detectors. Multispectral (3-15 Band) and Hyperspectral is 220 Band
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Temporal Resolution
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Specifies the revisiting frequency of a satellite sensor for a specific location. High temporal resolution is 0-3 days, medium is 4-16 days, low >16 days
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Radiometric Resolution
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Sensitivity to the magnitude of the EM energy. Imagery data represented by positive digital numbers. The range of DNs corresponds to the number of bits used for coding numbers in binary format.
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Bit
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each bit records an exponent of power 2. The maximum number of brightness levels available depends on the number of bits used in representing the energy recorded. Ex. 4 bits: 2^4=16. Values from 0 to 15. Black is 0 and white is the max value.
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Image display
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image is made up of tiny squares (pixels) each of a different gray shade or color that represents the relative reflected light energy recorded by the sensor.
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Remote Sensing systems
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Passive and Active
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Aerial Photography
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the taking of photos of the ground from an aircraft. Wavelength: Visible/Near-Infrared. USed for stereoscopic view, geologic and topographic mapping
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Panchromatic
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refers to one spectral band black and white imagery. Satellite-acquired panchromatic imagery is usually acquired concurrently with other spectral bands. Often a finer than spatial resolution than the other data acquired. Wavelength: Visible. Used for geologic and topographic mapping, engineering surveys.
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Pan-sharpening
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merge high-res panchromatic data with a lower res multispectral or hyperspectral data to create a colorized high-res data set. Data can be from the same sensor (ex. Landsat) or from two different Sensors (RADAR and Landsat)
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Multispectral data
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refers to color imagery exposed by all visible light and infrared. It conisists of 3-15 spectral bands, Often of coaser spatial res than the panchromatic
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Multispecral Satellite Missions
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Quickbird, IKONOS, SPOT, Landsat, ASTER, AVHRR
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Hyperspectral Data
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refers to color imagery exposed by all visible light and infrared. It consists of >15-220 spectral bands. It is often of coarser spatial res than panchromatic
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Hyperspectral Satellite Missions
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MODIS, Hyperion, AVIRIS
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Mulitspectral and Hyperspectral Uses
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Atmosphere and Weather, DEMS, assessment of vegetation cover and growth, biomass and deforestation (LAI), Land use, Change detection, Water, Geology, Soil classification and moisture content.
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Atmosphere and Weather
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Aerosol optical depth derived from AVHRR showing the high aerosol load at the Po valley, Italy. RGB composit of Hurricane Issac
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DEM Generation
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using stereoscopic imagery to generate DEM
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Vegetation
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Natural Difference Vegetation Index of Kansas Prairie. Leaf Area index using Hyperion Hyperspectral data.
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Land use/Land Cover
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Land cover classification of SE Louisiana using Landsat
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Change detection
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Land cover change detection (Deforestation) using Landsat TM.
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Water Quality
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Observing satellite images of Chlorophyll concentration in the ocean water along CA to track algal blooms.
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Water Turbidity
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Water turbidity of a river using SPOT image
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Mineralization
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ASTER image analysis of zinc metal mining district in Namibia, Africa.
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Thermal Infrared Applications
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Atmosphere/sea surface temperature, volcanoes, Wild Fire, Object Detection, Contamination Detection, Submarine Springs
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Volcanoes
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thermal infrared shows lava flow from active volcanoes
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Object Detection
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Night time Thermal Infrared Imagery of an Airport
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Radar imagery
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usually have one band that cover an area in the microwave wavelength regions of EM spectrum. Used for topographic mapping, geology and mining, oil spill monitoring, Land Subsidence
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LiDAR imagery
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usually uses pulses from a laser (In UV, Vis, or Infrared) to measure the distance to the object. Used for Topographic mapping, canopy height and biomass, land uplight and subsidence, flooding
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GIS Data Options
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Input, Output, Manipulation
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Raster Input
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Import Digital Image and Scanner Hardcopy Image
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Vector Input
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Grid Overlay Hardcopy Image, Digitizing Table Hardcopy Image, Screen Digitizing Digital image
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Table Input
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Import Digital Table, Keyboard Hardcopy Table
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Importing Digital image
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Load digital raster images into the geodatabase. You can store many raster datasets or mosaic all your rasters into a single raster dataset.
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Scanning Hardcopy Image
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Scanning is a process of converting existing maps (hardcopy) to digital form (raster format)
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Why digitizing?
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convert raster into vector. Create new maps from paper maps, aerial photos, satellite images. Editing and correcting map features, and add new features to existing maps
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Grid Overlay Digitizing
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Grid of clear material is overlaid on map