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Raster Data Formats
GIST 8106 Final Review Raster data formats
33
Other
Post-Graduate
03/04/2012

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Term
ASCII Grid
Definition
an ArcInfo Grid exchange file
Term
DEM
(Digital Elevation Model)
Definition
This format consists of a raster grid of regularly spaced elevation values. In their native format, they are written as ANSI-standard ASCII characters in fixed-block format.
Term
ESRI Grid
Definition
A proprietary ESRI format that supports 32-bit integer and 32-bit floating-point raster grids. Grids are useful for representing geographic phenomena that vary continuously over space and for performing spatial modeling and analysis of flows, trends, and surfaces such as hydrology
Term
PNG
(Portable Network Graphics)
Definition
Provides a well-compressed, lossless compression for raster files. It supports a large range of bit depths from monochrome to 64-bit color. Its features include indexed color images of up to 256 colors and effective 100 percent lossless images of up to 16 bits per pixel.
Term
Match the extension
.grd
Definition
ASCII Grid
Term
Match the extension
.dem
Definition
Digital elevation Model
Term
Match the extension
.adf, .log, .prj workspace
Definition
ESRI grid
Term
Match the extension
.png
Definition
Portable Network Graphics
Term
Interpolation Methods
IDW
Definition
Deterministic Method:
Used when set of points are dense enough to capture the full extent of surface variation. Each point has a local influence that dimishes with distance. Visually appears “bullseyed” or “pockmarked” around points.
Term
Interpolation Methods
Spline
Definition
Deterministic Method:
Used to predict smoothly varying surfaces of phenomena such as temperature. Visually appears smooth (Imagine a sheet draped over points).
Term
Interpolation Methods
Kriging
Definition
Geostatistical Method:
Used when a spatially correlated distance or directional bias in the data is known, such as in medical sciences, geochemistry or pollution modelling. Assumes the distance/direction btwn points reflects a spatial correlation that can explain the variation in a surface. Visually appears “scaled” or “layered” between points.
Term
Interpolation Methods
OLS Regression
Definition
Requires value of all variables at all known locations & provides a global model of the variable or process you are trying to understand or predict. Visually, the most complex surface (greatest level of detail)
Term
What is a geostatistical analyst output layer?
Definition
pts & interpolation parameters are saved, from which the results are reproduced on-the-fly upon viewing
Term
Modifiable Areal Unit Problem = MAUP
Definition
When results differ after the same analysis is run on the same data with different aggregation schemes. According to ESRI’s GIS Dictionary, there are 2 forms: the scale effect (from aggregating small units into big ones) and the zone effect (from arbitrarily defined units):
Term
EF = Ecological Fallacy
Definition
Assuming relationships found among aggregate units will ‘trickle down’ to the level of individuals. The assumption that an individual from a specific group or area will exhibit a trait that is predominant in the group as a whole.
Term
Ecological Fallacy is exemplified in what example?
Definition
BCIT works, thus, all BCIT grads work.
Term
Identify and describe some issues in analysis
Definition
Modifiable Areal unit Problem, Ecological Fallacy, Weighting Functions, Neighbour relationship decays with distance, defining normal spatial autocorrelation values.
Term
Steps to create a potential stream network with tool/function/command names not parameters
1
Definition
Take a DEM (if you don’t have one yet, the interpolation tools interpolate hydrologically correct raster from point, line, polygon data)
Term
Steps to create a potential stream network with tool/function/command names not parameters
2
Definition
SINK - you don’t need this step, it just shows you where the sinks are
Term
Steps to create a potential stream network with tool/function/command names not parameters
3
Definition
FILL
Term
Steps to create a potential stream network with tool/function/command names not parameters
4
Definition
FLOW DIRECTION - direction of flow from every cell in grid (make sure grid values of: 1,2,4,8,16,32,64,128 exist)
Term
Steps to create a potential stream network with tool/function/command names not parameters
5
Definition
FLOW ACCUMULATION - identities potential stream channel
Term
Steps to create a potential stream network with tool/function/command names not parameters
6
Definition
Reclassify flow accumulation raster to get a potential stream network (i.e. if 100 cells are flowing into its adjacent cell = 1 (stream), everything else not stream.)
Term
What is ESDA?
Definition
An environment that allows the user to graphically investigate datasets to increase their understanding.
Term
Methods of Exploratory Spatial Data Analysis (ESDA)
Voronoi Map
Definition
Voronoi polygons are created so that every location within each polygon is closer to the sample point within that polygon, than any other sample point.
Term
Methods of Exploratory Spatial Data Analysis (ESDA)
Normal QQ Plot
Definition
Plots input dataset against a standard normal distribution
Term
Methods of Exploratory Spatial Data Analysis (ESDA)
Trend Analysis
Definition
Identifies trends in the input dataset. Provides a three-dimensional perspective of the data. Sample points are plotted on the x,y & z planes as scatterplots, giving a sideways view through the three-dimensional data. Polynomials are then fit through the scatterplots on the projected planes.
Term
Methods of Exploratory Spatial Data Analysis (ESDA)
Semivariogram/Covariance Cloud
Definition
Shows the empirical semivariogram and covariance for all pairs of locations within a dataset and plots them as a function of the distance between the two locations. Used to examine the local characteristics of spatial autocorrelation within a dataset and look for local outliers. (shows variance in data, all points plotted against all points, distance on x, variance on y axis, smaller distance should show very little variance)
Term
Methods of Exploratory Spatial Data Analysis (ESDA)
Crosscovariance Cloud
Definition
Used to examine the local characteristics of spatial correlation between two datasets, and it can be used to look for spatial shifts in correlation between two datasets.
Term
Spatial autocorrelation is calculated based on two factors. What are they?
Definition
Feature locations & attribute values. Given a set of features and an associated attribute, it evaluates whether the pattern expressed is clustered, dispersed, or random.
Term
Kriging - Nugget
Definition
The value at which a semivariogram model intersects the Y-axis
Term
Kriging - Sill
Definition
The value (y-axis) where the curve of a semivarigram attains range (ie. highest point)
Term
Kriging Range
Definition
The value(x-axis) where the curve of a semivariogram flattens out
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