Front Back
Translation
Only + and - (no multiplication or division)
Rotation
angles, cos, sin
Scale
Multiplication and visions where the size of the object is changed (change axis scale)
Skew
Changes it shapes
Georeferencing... how many control points do you need?
Only put in the number of points that are required to transform the map (unless you really want to warp the original image permanently)
Image transformations: 1st order      
affine: parallel lines parallel
Image transformations: 2nd order 
2d curve constrained only at control points
Image transformations: 3rd order
more curvature but only at control points
spline
smooth but through all control points
adjust
local rubber sheeting
georeferencingtool limitations 
does not take elevation into account, "fit" only at control points
Why model in gis?
dangerous environments, understanding processes, concept validation 
Models: what are they?
representations of reality 
Static models
linear
Dynamic models
iterative, deterministic, stochastic
What does stochastic mean in dynamic modeling?
Introducing a random variable into a process that you do repeatedly, something is slightly different each time
What are random numbers?
They arent really random. sometimes they can be if through a physical process but if its being generated through a computer its not really "random"
Types of models:
digital, analog, agent based, cartographic models
Simulation of processes: why?
Try before you buy, avoid danger, avoid mistakes
Automation issues
neighbors, cell size, cell shape, wraparound, edge effects
How do you find a "fairly high place" if given a digital elevation model?
Something over the average height. Take the DEM and find the average elevation in a region and then find the elevationsthat are within 1 standard deviation from that mean. things that are fairly high will be 2 st deviations from the mean, but not 3 (that would be high)
How do you find peaks and ridge lines?
these are locally high places
How can you use elevation variance to determine the roughness of terrain?
In practice it doesn't really work because the standard deviation of a sin wave and a congruent line are both 100. how else do you determine surface roughness?
Proxies
Peaks, fairly high, smooth, not too steep, westerly views
Modeling issues
experimental, empirical control, between case, within case, synchronic 
Modeling limits
reduction of a complex problem, factor selection, sensitivity to small modifications, error estimation
Modeling benefits
inexpensive, safe, allows incorporation of qualitative factors, makes possible exploration of space, facilities participation by stakeholders
Prism clusters
defining clusters of people by neighborhoods (upper crust, blue blood estates, empty nesters)
Ethical issues of GIS and privacy/ethics/ responsibility 
GIS displays as tools for persuasion, digital slavery, money and GIS
Legal issues of GIS
copyright laws, freedom of information act, liability 
Technical issues of GIS
ecological fallacy, modifiable area unit problem, error propagation 
You are given dots, how do you connect them?
There are many ways to connect them. Without an order, you dont know how to connect the dots. Its a simple issue if you have the boundary of the community, and you have GIS points, then you know there is an order to map the community. But if you're doing data mining, and you need to conne…
Why would somebody buy something they can get for free? why would there be a sale of public information?
because the data has been combined andformatted, it may be very convenient to buy it rather than do all the workyourself. Formatting, checking something, just to produce what YOU’REinterested in.
TEMPEST
emissions security --- recovering of plain text by capturing electromagnetic or acoustical energy. 
Plain text recovery 
electromagnetic radiation from video. eavesdropping risk -- by picking up and decoding electromagnetic interference produced by the equipment, it became clear this type of information theft was easy
Data security 
passwords, file hiding, field hiding, locks and keys
Gerome dobson and geoslavery 
using GPS to track people
WHY GIS?
costs (high start up), benefits
Benefits of GIS
direct (cost reduction), indirect (information exchange, competitive advantage, visualization tools)
List direct benefits and indirect benefits for having GIS in an agency:
direct: effectiveness of cost reduction and innovation of sales indirect: information exchange and greater understanding
direct costs of GIS
hardware and software, training, learning curve
Indirect costs of GIS
reliance on computers, turnover, working environment
what is the fifth essential element of GIS?
data display (VISUALIZATION)
six primary visual variables:
orientation, size, shape, value, hue, texture
Design elements
scale, color, titles, symbols, text, legend
scale
publication requirements, level of detail, appropriate symbols
Additive light is....
RGB 
Subtractive dyes are....
CMYK
when would you use additive (light) RGB?
if you're going to use the map on a website or LED screen (RED GREEN BLUE)
WHen would you use subtractive (dyes) CMYK?
If you're printing on an ink jet printer, or on a book/poster, you should use CMYK
RGB
red, green blue LCD, CRT projector web display
CMYK
-Cyan, Magenta, Yellow, BlacK -Inks, dyes -printed map
GIS tradition, "4 will suffice"
you can color any map using only 4 colors
DPI (whats an appropriate DPI and what is unacceptable) --- and what does DPI stand for!?
Dots per inch 450 DPI can capture all of the details, 225DPI things start to dissolve, 100 DPI is unacceptable
Absolute location
longitude, latitude, height
Relative location
proximity, distance, direction
contextual location
place, spatial environment
Located based service delivery: examples??
cell phones, smartphones, hybrid devices
data mining
discovering patterns in data using artificial intelligenceor database sstems… the main goal of the data mining process is to extractinformation from a data set and transform it into an understandable structurefor further use. can be used to increasesales, promote new product, based on you…
Advantages to internet GIS
·    Local control over final map scale, center, projection,layers ·    Time sensitive information updated by server ·    Changes in data sets controlled by servers ·    Reduction in redundant storage
Disadvantages to internet GIS
·    Trust in server ·    Increased metadata requirements ·    Loss of local control ·    Loss of redundancy ·    Disaster potential ·    Language problems ·    Privacy issues
Anoto digital paper
Digital paper, pen, bluetooth... Looking at a dot could tell you where you are ona piece of paper up to ½ mm. a set of dots so uniquely designed that thedistance and direction seen by a video pen can tell you where you are. Thatmeans that with a little video pen with Bluetooth attached to…
What is LIDAR?
Light emission and ranging... high quality elevation models. 
Does LIDAR result in a DEM or DOQ?
a DEM. They have nothing to do with a DOQ
Toblers first law of geography 
everything is related to everything else but nearer things are more related than distant things
Advantages of using GIS model builder tool? why not just do it?
First, it provides its own documentation. The model that you see on the screen is what is run. You can make a script. Export and make a script from it. Second, you can change the criteria and run the program again without having to start over. Its faster. you can run it again with a diffe…
Whats an agent based model?
based off one individual person/animal/ automobile. Some avatar. Its not on 100 things... it follows ONE THING THROUGH A PROCESS
Map algebra: 
Some neighborhood operators. And you have some global and local raster map algebra operators. 
If I take a raster grid full of numbers and another raster grid full of numbers and I add numbers, is that global or raster math?
local raster math

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