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Remote sensing
the acquisition of information about an object or phenomenon using devices not in direct physical contact with what is being measured (ex. SONAR, LIDAR, Xrays)
Passive remote sensor
collects sunlight that bounces off the earths surface (space telescope with cameras)
Electromagnetic radiation EMR
energy emitted and absorbed by charged particles that exhibits wave-like behavior through space
Active remote sensors
send out a signal and detects the bounce back. Data tends to be continuous and raster (LiDAR- light detection and ranging)
Swat width
the measurement of the width of ground the satellite can image during one pass
Capabilities of a satellite sensor
temporal resolution, spatial resolution, spectral resolution, radiometric resolution
Temporal resolution
how often the sensor can return to image the same spot on earth’s surface. TIME
Spatial resolution
the size of the smallest object that the remote sensor camera can detect. HOW ZOOMED IN CAN YOU BE
Spectral resolution
the bands and their wavelengths measured by the sensor along the electromagnetic spectrum. REFLECTANCE
Radiometric resolution
a sensor's ability to distinguish between very small differences in the amount of electromagnetic energy (light, heat)
Relief displacement
the effect in aerial imagery in which tall items appear to lean outward from the photos center toward the edges. Stretching the natural effect of earths circular form
Orthophoto
image that has been corrected for the perspective of camera. Uniformed
Spectral resolution
the bands and their wavelengths measured by
the sensor along the electromagnetic spectrum
Thermal infrared
part of the electromagnetic spectrum that measures heat emitted from the Earth’s surface rather than reflected sunlight. It is used to determine surface temperature and works even at night
reflective infrared
shorter-wavelength infrared energy that comes from sunlight reflected off surfaces, similar to visible light
How does NDVI show data
Healthy vegetation appears in greens, stressed or sparse vegetation in yellow to brown, and water or non-vegetated areas in blue or very dark colors.
what reflects infrared the strongest
vegetation reflects the strongest
Ground truthing
verifying measurements at sample sites on the ground to ensure that you are interpreting images correctly
Visual image interpretation
the process of examining information to identify objects in an aerial image
pattern
the arrangement of objects in an image, used as an element of image interpretation
Site and association
information referring to the location of objects and their related attributes in an image, used as elements of image interpretation
size
physical dimensions of objects, used as an element of image interpretation
Shape
the distinctive form of an object, used as an element in image interpretation
texture
repeated shadings or colors in an image
Tone
the grayscale levels or range of intensity of a particular color discerned as a characteristic of particular features present in an image
mean sea level
zero elevation, the baseline in sea level and vertical land
abosulte relief
refers to actual numeric heights and their differences. ex- spot elevations, benchmarks
spot elevations
a distinct point with an elevation
benchmarks
high accuracy spot elevation used by surveyors
Contour interval
the vertical difference between contour lines
how to know if a contour line is a waterway
if a line goes through a contour line
if contour lines are close together
this means it is a steep slope
if contour lines are far apart
this means a flat land
hypsometric tinting
elevation by color
Isobaths
depth curves, are lines of equal water depth below the mean sea level
Soundings
use electronic depth measuring instruments such as SONAR to measure the time an acoustic pulse takes to reach the bottom and return to the instrument
Aspect
the direction in which the steepest slope of a terrain surface faces, measured in terms of azimuth or the angle clockwise from true north
Relative relief
refers to the height of one point in relation to the height of another point. Gives elevations and measurements in relation to other features nearby
Hachures
Short lines that run directly downhill. These tend to appear on contour lines to denote depressions
Hill shading
Apply a light source to highlight peaks and shade depressions
Shading Issues
Relief shading is not the same as the shadowing that appears on real-earth features
Relief reversal
the exact opposite effect from what was intended. Hills look like valleys and valley bottoms look like ridgetops
Digital elevation model
represents the bare earth surface, removing all natural and built features
Digital surface model
captures both the natural and built/ artificial features of the environment
Digital terrain model
typically augments a DEM, by including vector features of the natural terrain, such as rivers and ridges
z value
elevation point assigned to an x.y coordinate 2D. 2.5D, 3D
viewshield
Shows us what is visible from a given point
Cartographic partition
outcomes of history. Process of dividing territory into separate parts to create new political entities or administrative boundaries
Ex. marking people as others. British empire
Satellite radar
tends to be low or medium resolution over large areas
LIDAR- tends to be high resolution, local scale
Redlining
discriminatory practice, originating from 1930s U.S. government maps, where banks and federal agencies denied or limited financial services (like mortgages, insurance) and investment to neighborhoods primarily inhabited by racial minorities, often drawn with a "red line" on maps,
Gerrymandering
the manipulation of electoral constituency boundaries so as to favor one party or class
Cracking
spreading voters of an opposition party across multiple districts to deny them a large voting block in any one district
packing
concentrating voters of an opposition party into a single district to reduce their influence elsewhere
Consequences of gerrymandering
a majority of votes does not mean a majority of seats in a legislature/congress
A map’s topic is
the map’s subject matter- but a topic is not enough of a reason to invest time and work into making and publishing a map. The proposition is what the map’s authors want you to believe or accept.
Persuading map readers
something appears on a map, visual hierarchy, graphic elements, good story
Earths shapes
geiod (earth without topography)-ellipsoid (simplification of geoid
map projection
a coordinate system that is flattened (stretched/shrunk/torn) for a flat medium such as paper or computer screen
Datum
a reference surface, or model, of Earth that is used for plotting locations anywhere on the actual surface of Earth
NAD 27
This datum was developed for measurements of the United States and the rest of North America. It has its center point positioned at Meades Ranch in Kansas
NAD 83
Key improvement over NAD27: Adjusted to fit the entire Earth, not fixed to a single point.
WGS84
the world geodetic system of 1984
NAVD88
north american vertical datum 1988, Standard vertical reference for elevation in North America
Datum transformation
required to alter the measurements from one datum to another (for instance, changing the measurements made in NAD27 to NAD83)
Geographic coordinate system
use latitudes and longitudes to represent locations on a spherical or ellipsoidal model of the earth
DMS (degrees, minutes and seconds)
GCS measurements are not made in feet or meters or miles
Decimal degrees
GCS coordinates can also be expressed in their decimal equivalent
Standard lines
points or lines where theoretically the plane meets the sphere, making for no distortion. When the surface touches the globe, there is no spatial distortion (cylindrical, conic, azimuthal/planar)
Shape distortion
this occurs when the features on earths surface are altered on the map compared to their true shapes
Area distortion
refers to the size of features of the earths surface, alters our perspective about some of these areas
Direction distortion
refers to the inaccuracies in the angles or bearings between points on the earths surface when projected
Distance distortion
distances between points on earths surface are inaccurately represented on the map
Tissots indicatrix
if there were no distortion at all the ORANGE DOTS would be the exact same size and shape
Common projections mercator
a cylindrical map projection seen in classrooms that preserves angles and direction
Universal transverse mercator
grid system works by dividing the world into a series of zones, and then determining the x and y coordinates for a location in that zone. The grid is set up by translating real-world locations to where their corresponding places would be on a two-dimensional surface State plane coordinate system
Classification
ordering or grouping attribute data into classes to be presented on a map so that similar things are grouped together and different things are split into different classes
Qualitative map
nominal, ordinal. varying classes differentiated by type
Quantitative map
interval, ratio. Show differences in shape, color , text
Nominal data
unique identifier (phone number, SSN)
Ordinal data
ranking ( gold, silver bronze)
Interval data
temperature, can fall below zero
Ratio data
values with fixed zero, age or weight
Three decisions of classification
1. How many classes?
2. What method to use for placing the values into classes? (how do we draw the lines between categories?)
3. What kind of graphic symbology?
Equal interval
each class has an equal attribute value range (pro- easy to understand, con- may not effectively represent data with uneven distribution)
Quantile
rank by attribute value. Putting an equal number of states in each class
Natural breaks
selects breakpoints between sections of low and high attribute values. Can be good for thematic mapping, con- makes assumptions
Manual
fit the case, or an outside standard
Visual variables
the property of a symbol/graphic mark that denotes a type of information
Thematic maps
focuses on one or a few themes
Choropleth maps
different colors to fill polygons by class and represent variations across an area
Normalization
ensures that variables can be compared meaningfully on the same level. Promotes fairness and enhances interpretability of results
Graduated symbols map
data classed into symbol size classes, symbols of varying sizes are used to represent different values of a variable. Size or shape of the symbol shows magnitude
Dot density maps
each dot represents a specific amount. Uses dots to represent spatial distribution of an attribute or phenomenon
Six core cartographic elements
Legend, Neatline, Directional indicator ,Scale ,Credits, Title
Legend
what the symbols and colors mean in terms that the readers understand
Scale
uses absolute distance units
Directional indicator
usually a north arrow
Neatline
framing line indicating the edge of geographic space
Web map services
map is center of the application ( google maps, arcgis, waze)
Location based service
technologies that perform a function based on being at a location. tends to focus on consumption