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Remote Sensing Science Olympiad Flashcards

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Remote Sensing Science Olympiad
Terms in this set (790)
Remote Sensing
ATI
collection and interpretation of information about an object without
being in physical contact with the object
Apparent thermal inertia
AVHRR
Advanced Very High Resolution Radiometer
AVIRIS
Airborne visible and infrared imaging spectrometer
CALIPSO
Cloud-Aerosol Lider and Infrared Pathfinder Satellite Observations
CCD
Charge-coupled detector
CCT
Computer-compatible tape
COSMIC
CRT
Computer Software Management and Information Center
Cathode ray tube
CZCS
Coastal Zone color scanner
EDC
EROS Data Center
EOSAT
The commercial company that took over operations of the Landsat
system in 1985
ERBSS
Earth Radiation Budget Sensor System
EREP
Earth Resources Experiment Package
EROS
Earth Resources Observation System
ERTS
Earth Resource Technology Satellite
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ESA
European Space Agency
ETC
Earth-terrain camera
GCP
Ground-control point
GMT
Greenwich mean time
GOES
Geostationary Operational Environmental Satellite
GRACE
GSFC
HCMM
Gravity Recovery and Climate Experiment
Goddard Space Flight Center
Heat Capacity Mapping Mission
HIRIS
High Resolution Imaging Spectrometer
HIRS
High Resolution Infrared Spectrometer
HRPT
High Resolution Picture Transmission
IFOV
Instantaneous field of view
IHS
IR
ISO Index
JPL
LACIE
LFC
Intensity, hue and saturation system of colors
Infrared region of the electromagnetic spectrum that includes
wavelengths from 0.7m to 1mm.
Index of the International Standards Organization
Jet Propulsion Laboratory
Large Area Crop Inventory Experiment
Large-format camera
MODIS
Moderate-Resolution Imaging Spectroradiometer
MOMS
Modular optoelectric multispectal scanner
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MOS-1
MSS
NASA
NHAP
Marine Observation Satellite
Multispectral scanner system of Landsat that acquires images of four
wavelengths bands in the visible and reflected IR regions
National Aeronautical and Space Administration
National High Altitude Photography program of the U.S. Geological
Survey
NOAA
National Oceanic and Atmospheric Administration
NSSDC
National Space Science Data Center
OMS
Orbital maneuvering system
RBV
Return-beam vidicon
SAMII
Stratospheric Aerosol Measurement experiment, carried by Nimbis-7
SAMS
Stratospheric and Mesospheric Sounder, carried by Nimbus-7
SBUV
Solar Back-scatter Ultraviolet Instrument carried by NOAA satellites
SEAWifs
SIR
Sea-viewing Wide Field of View Sensor
Shuttle Imaging Radar
SLAR
Side-looking airborne radar
SMIRR
Shuttle Multispectral Infrared Radiometer
SMMR
Scanning Multichannel Microwave Radiometer
SPOT
Systeme Probatoire d'Observation del la Terre
SSU
Stratosphere Sounding Unit
TDRS
Tracking and Data Relay Satellite
THIR
Temperature-Humidity Infrared Radiometer
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TIMS
TM
Thermal IR Multispectral scanner
Thematic mapper
TOMS
Total Ozone Mapping Spectrometer
TOVS
TIROS- Operational Vertical Sounder
TRMM
Tropical Rainfall Measuring Mission
UHF
Ultra High Frequency
UTC
Universal Time Coordinated
UV
VAS VISSR
VISSR
bilinear interpolation
cubic convolution
destriping
DOS
GCPs
Ultraviolet region of the electromagnetic spectrum ranging in
wavelengths from 0.01 to 0.4m
Atmospheric Sounder, carried by GEOS satellites
Visible Infrared Spin-Scan Radiometer carried by the GEOS satellites
calculates value for each output pixel based on a weighted average
of the four nearest input pixels
most widely used; uses weighted average of values within a
neighborhood of 16 pixels
application of algorithms to adjust incorrect brightness values to
values thought to be near the correct value
direct method for adjusting digital values for atmospheric
degradation; corrects additive effects of atmospheric scattering
places on the input image that can be located with precision on the
ground and on planimetrically correct maps
resampling of an image requires matching the reference image and
georeferencing
the reference points corresponding to specific location on ground;
coordinate system
HMM
adjusts digital values for atmospheric degradation; applied to entire
scene
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nearest neighbor
reference data
RMSE
striping
AMOEBA
ancillary data
simplest strategy; assign each corrected pixel the value from the
nearest uncorrected pixel
information assumed to be correct
root mean square error; standard deviation of the difference between
actual positions of GCPs and their calculated positions
dropped scan lines, horizontal banding caused by small differences in
the sensitives of detectors within the sensor
basic strategy for unsupervised classification; considers the locations
of values as spectral classes are formed
data acquired by means other than remote sensing that are used to
assist in the classification or analysis
computer programs that are designed to stimulate human learning
ANN
processes through establishment and reinforcement of linkages
between input and output data
CART
frequency histogram
fuzzy classification
method for incorporating ancillary data into image classification;
applies recursive division of data
seeks unimodal; mean is used as measure of central tendency; a
single peak
no distinction is possible between pixels that are central to class
definition, and those that are peripheral
hybrid classification
characteristics of both unsupervised and supervised classification
informational classes
categories of interest to the users of the data
ISODATA
classifier that is a variation of min distance; produces results that are
superior and have both unsup and sup classification
simple and efficient application of distance based classification
KNN
examines each pixel to be classified, then identifies the k nearest
training samples as measured in multispectral data space
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uses training data as a means of estimating means and variances of
max likelihood classification
classes, which are then used to estimate probabilities of unknown
pixels
uses central values of the spectral data that for the training data as a
min distance classification
means of assigning pixels to info classes; each pixel is assigned to
closest group
multispectral data space
normalized difference
image data at specific frequencies across the EM spectrum
measure of distinctiveness; divided difference in class means by the
sum of their standard deviation
through segmentation process, pixel can be organized to form
object oriented classification
objects that correspond to features of interest in the image; then
treated as entities to be classified
parallelepiped classification
seed pixel
box decision rule; unclassified pixels are projected into data space
and known are defined by training data and assigned
selection of pixel of interest and grows a region of similar contiguous
pixels
signature alarm
identifies all pixels within the image that match a selected signature
spectral classes
groups of pixels that are uniform with respect to the brightnesses
supervised classification
training field
unsupervised classification
field data
locational data
considerable analyst interaction; guides classification by identifying
areas on the image that are known to belong to each category
areas of known identity delineated on the digital image, usually
specifying the corner points of a square or rectangle etc
minimal interaction with analyst in a search for natural groups of pixels
present within image
observations collected at or near ground level in support of remote
sensing analysis
permit attributes or measurements gathered in field to be matched to
imagery of same region
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nominal classes
spatial autocorrelation
UAVs
accuracy
consumer's accuracy
error matrix
error of commission
error of omission
khat
non-site specific accuracy
percent correct
precision
qualitative designations applied to regions delineated into imagery
that convey basic difference with adjacent regions
tendency of measurements at one location to resemble those at
nearby locations
unmanned airborne vehicles; remotely piloted light aircraft that can
carry camera or other remote sensing application
correctness; measure of agreement between a standard assumed to
be correct and a classified image of unknown quality
errors of commission, divide correctly classified by total in category
identifies errors for each category and misclassification
assigning a region to a wrong category
a real area on the map has been removed and replaced with a
different category
equation to adjust overall accuracy using an estimate of change
agreement
reports percentage correct for entire image without concern for
location
reports correctly assigned pixels to the total number of pixels
available to be classified
measure of the sharpness (certainty) of a measurement
computes errors of omission by dividing correctly classified pixels by
producer's accuracy
the total of those on the reference image; informs analyst who
prepared classification what percent was correct
site-specific accuracy
spectral mixing analysis
accuracy based on detailed assessment of agreement between map
and reference data at specific locations
extraction of pure spectra from the complex composites of spectra
that form each image
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convex geometry
endmembers
image cube
linear mixing
mixed pixels (composite signature)
non-linear mixing
examines multidimensional data envisioned in n dimensions
identify extreme limits of the swarm, assumed to represent pure pixels
representation of hyperspectral data as 3D figure
additive combinations of several diverse materials that occur in
patterns too fine to be resolved at the resolution of the sensors
occur at the edges of large parcels, average value does not differ
greatly from the values that contribute to the average
occurs when radiation from several surfaces combines before it
reaches the sensor; arises in highly dispersed patterns
spectral angle mapping; compare each pixel in the image with each
SAM
spectral class, then assign a value between 0 (low resemblance) and 1
(high) to each pair
spectral library
spectral matching
change vector analysis
image differencing
databases that assemble spectra that have been acquired at test sites;
representative of varied terrain and climate zones or observed in field
sequence of analysis for hyperspectral data
vector difference between brightness value vectors of the pixel on
two different dates
one of them most effective spectral change detection techniques,
bands from coregistered images subtracted, pixel by pixel
image ratio
take a ratio between bands from coregistered images; pixel by pixel
postclassification change detection
comparing images after classification; error accumulation, "from-to"
spectral change detection
time series analysis
preferred analysis of tradition optical imagery; analysis of spectral
changes between two or more dates
sequence of data points evenly sampled through time; image
chronosequence
AVHRR (advanced very high resolution
multispectral radiometer carried by meteorological satellites in sun
radiometer)
synchronous orbits
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brown wave
chloroplasts
crop calendar
cuticle
epidermis
floristics
green wave
land surface phenology
seasonal pattern when plant tissues mature, dry and are harvested in
fall
cells composed of chlorophyll
cycle of crops grown during the year in harmony with the regional
climate, local practices, and economic incentives
translucent waxy layer that prevents moisture loss in leaf interior
specialized cells that fit closely together without openings or gaps
between them
botanical classification of plants, usually based on character of
reproductive organs
phenomenon when sensors record the widespread growth of spring
as it rolls across the continent
study of the assessment of seasonal changes over a broad scale
NDVI (normalized difference vegetation
most frequent and well used index, provides coarse estimate of
index)
vegetation health and allows monitoring over time
perpendicular vegetation index
phenology
precision agriculture
red shift
soil brightness line
spongy mesophyll tissue
stomata
a measure of the distance of a pixel from the soil brightness line
study of the relationship between vegetative growth and environment
based on the premise that farmers can control agricultural practices at
varying rates within fields to optimize production
as crops approach maturity, the position of chlorophyll absorption
edge shifts toward longer wavelengths
dry soils appear bright and appear at high end of the line, while wet
soils are dark and positioned at low end
spongy, irregularly shaped cells separated by interconnected
openings; strongly scatters radiation passing through leaf
permits movement of air into interior of leaf
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tassled cap
vegetation index
blue shift
geobotany
linear transformation of Landsat MSS that projects soil and veg info
into a single plane in multispectral data space
measure biomass or vegetation vigor
geochemical stress occurs, position of spectral signature shifts
towards shorter wavelength
study of the relationship between plants and the underlying geologic
substratum
concept that the varied and complex assemblages of soil, terrain,
integrated terrain units
vegetation, and so on form distinctive spectral response that can be
recognized and mapped
subdivides a region into sets of recurring landscape elements based
land system mapping
on examination of distribution of soils, vegetation, hydrology,
physiography
lineaments
photoclinometry
photogeology
chromaticity
name given to lines or edges of geologic origin visible on remotely
sensed images
understanding of the relationship between image brightness and the
orientation of the surface that generated the brightness
derivation of geological information from the interpretation of aerial
photos
a measure of the health of a body of water; range form turbid to clear
CIE (Commission Internationale de
committee that designed the CIE chromacity diagram and how to
L'Eclairage)
measure chromacity
Landsat chromacity diagram
multispectral bathymetry
turbidity
CIE diagram except that it defines a color space using MSS bands 4,
5, 6 instead of RGB
depth of penetration varying by wavelength
how unclear the water is
light that is scattered and reflected within a water body and reflected
underlight
back towards the surface and through the atmosphere; responsible
Remote Sensing Science Olympiadfor water's color
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volume reflection
land cover
land use
land use classification
biogeochemical cycle
DAACs (distributed active archive centers)
global land information system
LTER (long term environmental research
energy that is scattered and reflected withing the water body
physical characteristics of a parcel of land
economic function of a parcel of land
division of land parcel into discrete areas by a nominal classification
cycles that govern the movement of various natural chemicals;
carbon, nitrogen, hydrogen, sulfur
places established to process and distribute data
online USGS service that provides land info
established to record long term ecological research
sites)
absolute temperature
absorptance
absorption band
absorptivity
Temperature measured on the Kelvin scale, whose base is absolute
zero, i.e. -273¡C; 0¡C is expressed as 273K.
A measure of the ability of a material to absorb EM energy at a
specific wavelength.
Wavelength interval within which electromagnetic radiation is
absorbed by the atmosphere or by other substances.
Capacity of a material to absorb incident radiant energy
The perception by the human eye of changes in brightness, often
achromatic vision
used to describe the perception of monochrome or black and white
scenes.
Remote sensing methods that provide their own source of
active remote sensing
electromagnetic radiation to illuminate the terrain. Radar is one
example.
A measure of human ability to perceive spatial variations in a scene. It
acuity
varies with the spatial frequency, shape, and contrast of the variations,
and depends on whether the scene is coloured or monochrome.
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additive primary colors
adiabatic cooling
advanced very high resolution radiometer
(AVHRR)
Blue, green, and red. Filters of these colors transmit the primary color
of the filter and absorb the other two colors.
Refers to decrease in temperature with increasing altitude.
Crosstrack multispectral scanner on a NOAA polar-orbiting satellite
that acquires five spectral bands of data (0.55 to 12.50m) with a
ground resolution cell of 1.1 by 1.1 km.
aerial magnetic survey
air base
airborne imaging spectrometer (AIS)
airborne visible and infrared imaging
spectrometer (AVIRIS)
AIS
albedo (A)
Survey that records variations in the earth's magnetic field.
Ground distance between optical centers of successive overlapping
aerial photographs
Along-track multispectral scanner with spectral bandwidth of 0.01 m.
Experimental airborne along-track multispectral scanner under
development at JPL to acquire 224 images in the spectral region from
0.4 to 2.4m.
Airborne imaging spectrometer.
Ratio of the amount of electromagnetic energy reflected by a surface
to the amount of energy incident upon it.
track scanner-Scanner with a linear array of detectors oriented normal
along
to flight path. The IFOV of each detector sweeps a path parallel with
the flight direction.
Changes in color and mineralogy of rocks surrounding a mineral
alteration
deposit that are caused by the solutions that formed the deposit.
Suites of alteration minerals commonly occur in zones.
amplitude
For waves, the vertical distance from crest to trough
A form of data display in which values are shown in graphic form, such
Analog display
as curves. Differs from digital displays in which values are shown as
arrays of numbers.
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An image where the continuous variation in the property being
sensed is represented by a continuos variation in image tone. In a
analogue image
photograph this is achieved directly by the grains of photosensitive
chemicals in the film; in an electronic scanner, the response in, say,
millivolts is transformed to a display on a cathode-ray tube where it
may be photographed.
angular beam width
angular field of view
angular resolving power
In radar, the angle subtended in the horizontal plane by the radar
beam.
Angle subtended by lines from a remote sensing system to the outer
margins of the strip of terrain that is viewed by the system.
Minimum separation between two resolvable targets, expressed as
angular separation.
An area on an image that differs from the surrounding, normal area.
anomaly
For example, a concentration of vegetation within a desert scene
constitutes an anomaly
antenna
aperture
Apollo
Device that transmits and receives microwave and radio energy in
radar systems.
Opening in a remote sensing system that admits electromagnetic
radiation to the film in radar systems
U.S. lunar exploration program of satellites with crews of three
astronauts.
An approximation of thermal inertia calculated as one minus albedo
apparent thermal inertia (ATI)
divided by the difference between daytime and nighttime radiant
temperatures.
A feature on an image which is produced by the optics of the system
artefact
or by digital image processing, and sometimes masquerades as a real
feature.
Index of the American Standards Association designating film speed,
ASA index
or sensitivity to light. Higher values indicate higher sensitivity. The ASA
index has been replaced by the ISO index.
ATI
Apparent thermal inertia
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atmosphere
atmospheric correction
Layer of gases that surrounds some planets
Image-processing procedure that compensates for effects of
selectivity scattered light in multispectral images.
An effect produced by the movement of masses of air with different
atmospheric shimmer
refractive indices, which is most easily seen in the twinkling of stars.
Shimmer results in blurring on remotely sensed images, and is the
ultimate control over the resolution of any system.
atmospheric window
attitude
AVHRR
AVIRIS
azimuth
azimuth direction
azimuth resolution
background
backscatter
backscatter coefficient
Wavelength interval within which the atmosphere readily transmits
electromagnetic radiation
Angular orientation of remote sensing system with respect to a
geographic reference system.
Advanced Very High Resolution Radiometer, a multispectral imaging
system carried by the TIROS-NOAA series of meteorological satellites
Airborne visible and infrared imaging spectrometer
Geographic orientation of a line given as an angle measured in
degrees clockwise from north.
In radar images, the direction in which the aircraft is heading. Also
called flight direction.
In radar images, the spatial resolution in the azimuth direction
Area on an image or the terrain that surrounds an area of interest, or
target
In radar, the portion of the microwave energy scattered by the terrain
surface directly back toward the antenna
A quantitative measure of the intensity of energy returned to a radar
antenna from the terrain.
A wavelength interval in the electromagnetic spectrum. For example,
band
in Landsat images the bands designate specific wavelength intervals
at which images are acquired.
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base
height ratio-Air base divided by aircraft height. This ratio determines
vertical exaggeration on stereo models.
Method of data processing in which data and programs are entered
batch processing
into a computer that carries out the entire processing operation with
no further instructions
bathymetry
beam
bin
binary
bit
Configuration of the seafloor
A focused pulse of energy
One of a series of equal intervals in a range of data, most commonly
employed to describe the divisions in a histogram.
Numerical system using the base 2
Contraction of binary digit, which in digital computing represents an
exponent of the base 2.
An ideal substance that absorbs all the radiant energy incident on it
and emits radiant energy at the maximum possible rate per unit area at
blackbody
each wavelength for any given temperature. No actual substance is a
true blackbody, although some substances, such as lampblack,
approach its properties.
blind spot
brightness
The point of the optic nerve to the retina where no radiation is
detected by the eye.
Magnitude of the response produced in the eye by light.
brute
force radar-See real-aperture radar
byte
A group of eight bits of digital data
calibration
calorie
camouflage detection photographs
Process of comparing an instrument's measurements with a standard
Amount of heat required to raise the temperature of 1g of water by
1¡C.
Another term for IR color photograph
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cardinal point effect
cathode ray tube (CRT)
In radar, very bright signatures caused by optimally oriented corner
reflectors, such as buildings.
A vacuum tube with a phosphorescent screen on which images are
displayed by an electron beam
CCD
Charge-coupled detector
CCT
Computer-compatible tape.
The linked receptors, retinal neurons, and neural cells in the visual
cell assemblies
cortex of the brain which enable interaction between perception and
past experience
centerpoint
The optical center of a photograph
detection images-A difference image prepared by digitally comparing
change
images acquired at different times. The gray tones or colors of each
pixel record the amount of difference between the corresponding
pixels of the original images
charge
coupled detector (CCD)-A device in which electron are stored at the
surface of a semiconductor.
Yellowing of plant leaves resulting from an imbalance in the iron
chlorosis
metabolism caused by excess concentrations of copper, zinc,
manganese, or other elements in the plant
chromatic vision
The perception by the human eye of changes in hue.
Scanner in which a faceted mirror rotates about a vertical axis to
circular scanner
sweep the detector IFOV in a series of circular scan lines on the
terrain.
classification
coastal zone color scanner (CZCS)-
Process of assigning individual pixels of an image to categories,
generally on the basis of spectral reflectance characteristics
A satellite-carried multi-spectral scanner designed to measure
chlorophyll concentrations in the oceans.
Electromagnetic radiation whose waves are equal in length and are in
coherent radiation
phase, so that waves at different points in space act in unison, as in
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Color image prepared by projecting individual black-and-white
color composite image
multispectral images, each through a different color filter. When the
projected images are superposed, a color composite image results
color ratio composite image
Color composite image prepared by combining individual ratio
images for a scene using a different color for each ratio image.
Two primary colors of light (one additive and the other subtractive)
complementary colors-
that produce white light when added together. Red and cyan are
complimentary colors.
computer
conduction
cones
contact print
context
contrast
compatible tape (CCT)-The magnetic tape on which the digital data
for Landsat MSS and TM images are distributed
Transfer of electromagnetic energy through a solid material by
molecular interaction.
Receptors in the retina which are sensitive to colour. There are cones
sensitive to the red, green, and blue components of light.
A reproduction from a photographic negative in direct contact with
photosensitive paper.
The known environment of a particular feature on an image
The ratio between the energy emitted or reflected by an object and
its immediate surroundings.
Image-processing procedure that improves the contrast ratio of
contrast enhancement
images. The original narrow range of digital values is expanded to
utilize the full range of available digital values.
contrast ratio
On an image, the ratio of reflectances between the brightest and
darkest parts of an image.
Expanding a measured range of digital numbers in an image to a
contrast stretching
larger range, to improve the contrast of the image and its component
parts
convection
Transfer of heat through the physical movement of heated matter.
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Cavity formed by two or three smooth planar surfaces intersecting at
corner reflector
right angles. Electromagnetic waves entering a corner reflector are
reflected directly back toward the source.
Computer Software Management and Information Center, University
COSMIC
of Georgia. This facility distributes computer programs developed by
U.S. government-funded projects.
Describes a radar pulse in which the polarization direction of the
cross-polarized
return is normal to the polarization direction of the transmission.
Cross-polarized images may be HV (horizontal transmit, vertical
return) or VH (vertical transmit, horizontal return).
Scanner in which a faceted mirror rotates about a horizontal axis to
cross-track scanner
sweep the detector IFOV in a series of parallel scan lines oriented
normal to the flight direction.
CRT
Cathode ray tube
The digital number in the histogram of a digital image which is set to
cut off-
zero during contrast stretching. Usually this is a value below which
atmospheric scattering makes a major contribution.
cycle
One complete oscillation of a wave
CZCS
Coastal Zone color scanner
)-On Landsats 1 and 2, the system that acquired information from
data collection system (DCS)-
seismometers, flood gauges, and other measuring devices. These data
were relayed to ground receiving stations.
densitometer
density, of images
density, of materials (r)-
Optical device for measuring the density of photographic
transparencies
Measure of the opacity, or darkness, of a negative or positive
transparency.
Ratio of mass to volume of a material, typically expressed as grams
per cubic centimeter.
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Process of converting the continuous gray tones of an image into a
density slicing
series of density intervals, or slices, each corresponding to a specific
digital range. The density slices are then displayed either as uniform
gray tones or as colors.
depolarized
-Refers to a change in polarization of a transmitted radar pulse as a
result of various interactions with the terrain surface
In radar, the angle between the imaginary horizontal plane passing
depression angle (y)-
through the antenna and the line connecting the antenna and the
target.
detectability
detector
developing
dielectric constant
Measure of the smallest object that can be discerned on an image
Component of a remote sensing system that converts
electromagnetic radiation into a recorded signal
Chemical processing of an exposed photographic emulsion to
produce an image.
-Electrical property of matter that influences radar returns. Also
referred to as complex dielectric constant
Image prepared by subtracting the digital values of pixels in one
difference image
image from those in a secon image to produce a third set of pixels.
This third set is used to form the difference image.
diffuse reflector
Surface that reflects incident radiation nearly equally in all directions
digital display
A form of data display in which values are shown as arrays of numbers
An image where the property being measured has been converted
digital image
from a continuous range of analogue values to a range expressed by
a finite number of integers, usually recorded as binary codes from 0
to 255, or as one byte.
digital image processing
digital number (DN)
digitization
Computer manipulation of the digital-number values of an image
Value assigned to a pixel in a digital image
Process of converting an analog display into a digital display.
digitizerScience Olympiad
Device for scanning an image and converting it into numerical format.
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directional filter
distortion
diurnal
Mathematical filter designed to enhance on an image those linear
features oriented in a particular direction.
On an image, changes in shape and position of objects with respect
to their true shape and position.
Daily
Describes the change in observed frequency that electromagnetic or
Doppler principle
other waves undergo as a result of the movement of the source of
waves relative to the observer
A change in the observed frequency of EM or other waves caused by
Doppler shift
the relative motion between source and detector. Used principally in
the generation of synthetic-aperture radar images.
dwell time
Time required for a detector IFOV to sweep across a ground
resolution cell
EDC
-EROS Data Center.
edge
A boundary in an image between areas with different tones
edge enhancement
Ektachrome
Image-processing technique that emphasizes the appearance of
edges and lines.
A Kodak color positive film.
-Energy propagated in the form of and advancing interaction
electromagnetic radiation
between electric and magnetic fields. All electromagnetic radiation
moves at the speed of light
electromagnetic spectrum
emission
emissivity (e )-
emittance
Continuous sequence of electromagnetic energy arranged according
to wavelength or frequency.
Process by which a body radiates electromagnetic energy. Emission is
determined by kinetic temperature and emissivity.
Ratio of radiant flux from a body to that from a blackbody at the same
kinetic temperature and emissivity
-A term for the radiant flux of energy per unit area emitted by a body.
Remote Sensing Science Olympiad(Now obsolete).
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emulsion
energy flux
enhancement
EOSAT
ERBSS
EREP
EROS
EROS Data Center (EDC)-
ERTS
-Suspension of photosensitive silver halide grains in gelatin that
constitutes the image-forming layer on photographic film
Radiant flux.
Process of altering the appearance of an image so that the interpreter
can extract more information.
The commercial company that took over operations of the Landsat
system in 1985
Earth Radiation Budget Sensor System, carried by NOAA satellites
-Earth Resources Experiment Package, carried on Skylab and
consisting of cameras and multispectral scanner.
Earth Resources Observation System
Facility of the U.S. Geological Survey at Sioux Falls, South Dakota, that
archives, processes, and distributes images.
-Earth Resource Technology Satellite, now called Landsat
European Space Agency, based in Paris. A consortium between
ESA
several European states for the development of space science,
including the launch of remote-sensing satellites.
ETC
Evaporative cooling
-Earth-terrain camera.
Temperature drop caused by evaporation of water from a moist
surface
A colour image where parts of the non-visible EM spectrum are
expressed as one or more of the red, green, and blue components, so
false colour image
that the colours produced by the Earth's surface do not correspond
to normal visual experience. Also called a false-colour composite
(FCC). The most commonly seen false-colour images display the verynear infrared as red, red as green, and green as blue.
false color photograph
far range
Another term for IR color photograph
The portion of a radar image farthest from the aircraft or spacecraft
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film
film speed-
filter, digital
filter, optical
flight path
fluorescence
Light-sensitive photographic emulsion and its base
Measure of the sensitivity of photographic film to light. Larger
numbers indicate higher sensitivity
Mathematical procedure for modifying values of numerical data
A material that, by absorption or reflection, selectivity modifies the
radiation transmitted through an optical system.
Line on the ground directly beneath a remote sensing aircraft or
space craft. Also called flight line
Emission of light from a substance following exposure to radiation
from an external source.
-Representation of the speed of a lens determined by the focal length
f-number
divided by diameter of the lens. Smaller numbers indicate faster
lenses
focal length
-In cameras, the distance from the optical center of the lens to the
plane at which the image of a very distant object is brought into focus
A distortion in radar images causing the lengths of slopes facing the
foreshortening
antenna to appear shorter on the image than on the ground. It is
produced when radar wavefronts are steeper than the topographic
slope.
format
forward overlap
Size of an image.
The percent of duplication by successive photographs along a flight
line.
The region around that point on the retina intersected by the eye's
fovea
optic axis, where receptors are most densely packed. It is the most
sensitive part of the retina.
frequency (v )-
The number of wave oscillations per unit time or the number of
wavelengths that pass a point per unit time
Focal length of a lens divided by the diameter of the len's adjustable
f-stop
diaphragm. Smaller numbers indicate larger openings, which admit
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GCP
Gemini
Ground-control point
-U.S. program of two-man earth-orbiting spacecraft in 1965 and 1966.
A data-handling and analysis system based on sets of data distributed
spatially in two dimensions. The data sets may be map oriented, when
they comprise qualitative attributes of an area recorded as lines,
geographic information system (GIS)
points, and areas often in vector format, or image oriented, when the
data are quantitative attributes referring to cells in a rectangular grid
usually in raster format. It is also known as a geobased or geocoded
information system.
geometric correction
Image-processing procedure that corrects spatial distortions in an
image.
Refers to satellites traveling at the angular velocity at which the earth
geostationary
rotates; as a result, they remain above the same point on earth at all
times.
Geostationary Operational Environmental
a NOAA satellite that acquires visible and thermal IR images for
Satellite-
meteorologic purposes.
An orbit at 41 000 km in the direction of the Earth's rotation, which
geostationary orbit
matches speed so that a satellite remains over a fixed point on the
Earth's surface.
geothermal
Goddard Space Flight Center
GMT
GOES
gossan
granularity
-Refers to heat from sources within the earth.
-The NASA facility at Greenbelt, Maryland, that is also a Landsat
ground receiving station.
Greenwich mean time. This international 24-h system is used to
designate the time at which Landsat images are acquired.
Geostationary Operational Environmental Satellite
-Surface occurrence of iron oxide formed by the weathering of
metallic sulfide ore minerals.
Graininess of developed photographic film that is determined by the
texture of the silver grains.
gray scale
Remote Sensing
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The result of interpolation from values of a variable measured at
irregularly distributed points, or along survey lines, to values referring
grid format
to square cells in a rectangular array. It forms a step in the process of
contouring data, but can also be used as the basis for a raster format
to be displayed and analyzed digitally after the values have been
rescaled to the 0-255 range.
control point-A geographic feature of known location that is
ground
recognizable on images and can be used to determine geometric
corrections.
ground range
On radar images, the distance from the ground track to an object
ground-range image-
Radar image in which the scale in the range direction is constant
ground receiving station
ground resolution cell
ground swath
GSFC
harmonic
Facility that records data transmitted by a satellite, such as Landsat
Area on the terrain that is covered by the IFOV of a detector
Width of the strip of terrain that is imaged by a scanner system
Goddard Space Flight Center
Refers to waves in which the component frequencies are wholenumber multiples of the fundamental frequency.
-Heat Capacity Mapping Mission, the NASA satellite launched in 1978
HCMM
to observe thermal properties of rocks and soils. It remained in orbit
for only a few months.
Ratio of heat absorbed or released by a material to the
heat capacity-(c )
corresponding temperature rise or fall. Expressed in calories per
gram per degree centigrade. Also called thermal capacity.
Heat Capacity Mapping Mission (HCMM)-
highlights
NASA satellite orbited in 1978 to record daytime and nighttime visible
and thermal IR images of large areas.
Areas of bright tone on an image
-A spatial filter which selectively enhances contrast variations with
high-pass filter
high spatial frequencies in an image. It improves the sharpness of
images and is a method of edge enhancement.
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HIRIS
HIRS
High Resolution Imaging Spectrometer, possibly to be carried by the
Space Shuttle.
High Resolution Infrared Spectrometer, carried by NOAA satellites.
A means of expressing the frequency of occurrence of values in a
data set within a series of equal ranges or bins, the height of each bin
representing the frequency at which values in the data set fall within
histogram-
the chosen range. A cumulative histogram expresses the frequency of
all values falling within a bin and lower in the range. A smooth curve
derived mathematically from a histogram is termed the probability
density function (PDF).
hue
IFOV
IHS
In the IHS system, represents the dominant wavelength of a color
-Instantaneous field of view.
-Intensity, hue, and saturation system of colors
-pictorial representation of a scene recorded by a remote sensing
image
system. Although image is a general term, it is commonly restricted to
representations acquired by non-photographic methods.
The breaking down of a continuous scene into discrete spatial
image dissection
elements, either by the receptors on the retina, or in the process of
capturing the image artificially.
A defect produced in line scanner and pushbroom imaging devices
produced by the non-uniform response of a single detector, or
image striping
amongst a bank of detectors. In a line-scan image the stripes are
perpendicular to flight direction, but parallel to it in a pushbroom
image.
image swath-
incidence angle
incident energy
index of refraction (n) -
See ground swath
-In radar, the angle formed between an imaginary line normal to the
surface and another connecting the antenna and the target.
Electromagnetic radiation impinging on a surface.
Ratio of the wavelength or velocity of electromagnetic radiation in a
vacuum to that in a substance.
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Solid angle through which a detector is sensitive to radiation. In a
instantaneous field of view (IV)
scanning system, the solid angle subtended by the detector when the
scanning motion is stopped.
intensity
In the IHS system, brightness ranging from black to white
Method of image processing in which the operator views preliminary
interactive processing
results and can alter the instructions to the computer to achieve
desired results.
interpretation-
interpretation key-
IR
The process in which a person extracts information from an image
Characteristic or combination of characteristics that enable an
interpreter to identify an object on an image.
Infrared region of the electromagnetic spectrum that includes
wavelengths from 0.7m to 1 mm.
-Color photograph in which the red-imaging layer is sensitive to
photographic IR wavelengths, the green-imaging layer is sensitive to
IR color photograph
red light, and the blue-imaging layer is sensitive to green light. Also
known as camouflage detection photographs and false-color
photographs.
ISO index
isotherm
Johnson Space Flight Center
JPL
Ka band
kernel
kinetic energy
Index of the International Standards Organization, designating film
speed in photography. Higher values indicate higher sensitivity
Contour line connecting points of equal temperature. Isotherm maps
are used to portray surface-temperature patterns of water bodies
A NASA facility in Houston, Texas
Jet Propulsion Laboratory, a NASA facility at Pasadena, California,
operated under contract by the California Institute of Technology
Radar wavelength region from 0.8 to 1.1 cm
Two-dimensional array of digital numbers used in digital filtering
-The ability of a moving body to do work by virtue of its motion. The
molecular motion of matter is a form of kinetic energy
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kinetic temperature
Kodachrome
LACIE
Landsat
Laplacian filter-
large
laser
Internal temperature of an object determined by random molecular
motion. Kinetic temperature is measured with a contact thermometer.
A Kodak color positive film.
-Large Area Crop Inventory Experiment
A series of unnamed earth-orbiting NASA satellites that acquire
multispectral images in various visible and IR bands.
A form of nondirectional digital filter
format camera (LFC)-An experiment first carried on the Space Shuttle
in October 1984.
Light artificially stimulated electromagnetic radiation: a beam of
coherent radiation with a single wavelength.
- Invisible image produced by the photochemical effect of light on
latent image
silver halide grains in the emulsion of film. The latent image is not
visible until after photographic development.
layover
L band
lens
LFC
In radar images, the geometric displacement of the top of objects
toward the near range relative to their base.
Radar wavelength region from 15 to 30 cm
-One or more pieces of glass or other transparent material shaped to
form an image by refraction of light
-Large-format camera
-Light intensity detection and ranging, which uses lasers to stimulate
lidar
fluorescence in various compounds and to measure distances to
reflecting surfaces.
light
light meter
Electromagnetic radiation ranging from 0.4 to 0.7mm in wavelength
that is detectable by the human eye
Device for measuring the intensity of visible radiation and determining
the appropriate exposure of photographic film in a camera
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Linear topographic or tonal feature on the terrain and on images,
lineament
maps, and photographs that may represent a zone of structural
weakness.
linear
lineation
line drop out-
Adjective that describes the straight line-like nature of features on the
terrain or on images and photographs.
-The one-dimensional alignment of internal components of a rock that
cannot be depicted as an individual feature on a map.
The loss of data from a scan line caused by malfunction of one of the
detectors in a line scanner.
-Pair of light and dark bars of equal widths. The number of such line-
line-pair
pairs aligned side by side that can be distinguished per unit distance
expresses the resolving power of an imaging system.
An imaging device which uses a mirror to sweep the ground surface
line scanner
normal to the flight path of the platform. An image is built up as a strip
comprising lines of data.
The angle between the vertical plane containing a radar antenna and
look angle
the direction of radar propagation. Complementary to the depression
angle.
-Direction in which pulses of microwave energy are transmitted by a
look direction
radar system. The look direction is normal to the azimuth direction.
Also called range direction
look-up table (LUT)-
low-sun-angle photograph
luminance-
A mathematical formula used to convert one distribution of data to
another, most conveniently remembered as a conversion graph.
-Aerial photograph acquired in the morning, evening, or winter when
the sun is at a low elevation above the horizon
Quantitative measure of the intensity of light from a source.
An optical illusion of dark and light fringes within adjacent areas of
Mach band
contrasted tone. It is a psychophysiological phenomenon which aids
human detection of boundaries or edges.
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-A spatial filter, which substitutes the median value of DN from
median filter
surrounding pixels for that recorded at an individual pixel. It is useful
for removing random noise.
Mercury
microwave
-U.S. program of one-man, earth-orbiting spacecraft in 1962 and 1963.
Region of the elctromagnetic spectrum in the wavelength range of 0.1
to 30 cm.
The range of EM wavelengths from 8 to 14 micrometres dominated by
mid-infrared (MIR)-
emission of thermally generated radiation from materials; also known
as thermal infrared.
Mie scattering
minimum ground separation
minus-blue photographs
The scattering of EM energy by particles in the atmosphere with
comparable dimensions to the wavelength involved.
Minimum distance on the ground between two targets at which they
can be resolved on an image
Black-and-white photographs acquired using a filter that removes
blue wavelengths to produce higher spatial resolution.
A pixel whose DN represents the average energy reflected or emitted
mixed pixel
by several types of surface present within the area that it represents
on the ground; sometimes called a mixel.
modular optoelectric multispectral scanner
An along-track scanner carried on the Space Shuttle that recorded
(MOMS)-
two bands of data.
modulate
modulation transfer function (MTF)-
To vary the frequency, phase, or amplitude of electromagnetic waves
A method of describing spatial resolution
MOMS
Modular optoelectric multispectral scanner
MOS-1-
Marine Observation Satellite, launched by Japan in 1987.
mosaic
MSS
-Composite image or photograph made by piecing together
individual images or photographs covering adjacent areas
Multispectral scanner system of Landsat that acquires images of four
wavelength bands in the visible and reflected IR regions.
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multiband camera-
multispectral classification
multispectral scanner
nadir
NASA
System that simultaneously acquires photographs of the same scene
at different wavelengths.
-Identification of terrain categories by digital processing of data
acquired by multispectral scanners.
Scanner system that simultaneously acquires images of the same
scene at different wavelengths.
Point on the ground directly in line with the remote sensing system
and the center of the earth.
-National Aeronautical and Space Administration.
The shorter wavelength range of the infrared region of the EM
spectrum, from 0.7 to 2.5 m. It is often divided into very-near infrared
near infrared (NIR)-
(VNIR) covering the range accessible to photographic emulsions (0.7
to 1.0m), and the short-wavelength infrared (SWIR) covering the
remainder of the NOR atmospheric window from 1.0 to 2.5m.
near range
negative photograph
NHAP
NOAA
noise
nondirectional filter
Refers to the portion of a radar image closest to the aircraft or
satellite flight path
Photograph on film or paper in which the relationship between bright
and dark tones is the reverse of that of the features on the terrain
National High Altitude Photography program of the U.S. Geological
Survey.
-National Oceanic and Atmospheric Administration
Random or repetitive events that obscure or interfere with the desired
information.
Mathematical filter that treats all orientations of linear features equally.
The scattering of EM energy by particles in the atmosphere which are
non-selective scattering
much larger than the wavelengths of the energy, and which causes all
wavelengths to be scattered equally.
A hue which is not present in the spectrum of colours produced by
non-spectral hue
the analysis of white light by a prism of diffraction grating. Examples
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nonsystematic distortion
normal color film-
NSSDC
oblique photograph-
OMS
orbit
Geometric irregularities on images that are not constant and cannot
be predicted from the characteristics of the imaging system.
Film in which the colors are essentially true representations of the
colors of the terrain.
National Space Science Data Center.
Photograph acquired with the camera intentionally directed at some
angle between horizontal and vertical orientations.
-Orbital maneuvering system
-Path of a satellite around a body such as the earth, under the
influence of gravity.
A vertical aerial photograph from which the distortions due to varying
orthophotograph
elevation, tilt, and surface topography have been removed, so that it
represents every object as if viewed directly from above.
orthophotoscope
overlap
panchromatic film
parallax
-An optical-electronic device which converts a normal vertical aerial
photograph to an orthophotograph.
Extent to which adjacent images or photographs cover the same
terrain, expressed as a percentage.
Black and white film that is sensitive to all visible wavelengths
Displacement of the position of a target in an image caused by a shift
in the observation system.
The difference in the distance on overlapping vertical photographs
parallax difference
between two points, which represent two locations on the ground
with different elevations.
-Describes a radar pulse in which the polarization of the return is the
parallel-polarized
same as that of the transmission. Parallel-polarized images may be HH
(horizontal transmit, horizontal return) or VV (vertical transmit, vertical
return).
In digital filters, refers to the spatial frequency of data transmitted by
pass
the filter. High-pass filters transmit high-frequency data; low-pass
Remote Sensing Science Olympiadfilters transmit low-frequency data.
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passive microwaves
passive remote sensing
path-and-row index
pattern
Radiation in the 1 mm to 1 m range emitted naturally by all materials
above absolute zero.
Remote sensing of energy naturally reflected or radiated from the
terrain.
System for locating Landsat MSS and TM images
-Regular repetition of tonal variations on an image or photograph.
Defect on Landsat MSS or TM images in which no data are recorded
periodic line dropout
for every sixth or sixteenth scan line, causing a black line on the
image.
-Defect on Landsat MSS or TM images in which every sixth or
periodic line striping
sixteenth scan line is brighter or darker than the others. Caused by the
sensitivity of one detector being higher or lower than the others.
photodetector
photogeology
photograph
photographic IR-
photographic UV-
photomosaic
Device for measuring energy in the visible-light band
Mapping and interpretation of geologic features from aerial
photographs.
Representation of targets on film that results from the action of light
on silver halide grains in the film's emulsion.
Short-wavelength portion (0.7 to 0.9 m) of the IR band that is
detectable by IR color film or IR black-and-white film
Long-wavelength portion of the UV band (0.3 to 0.4 m) that is
transmitted through the atmosphere and is detectable by film.
Mosaic composed of photographs
photon
Minimum discrete quantity of radiant energy
photopic vision
Vision under conditions of bright illumination.
picture element
In a digitized image, the area on the ground represented by each
digital number. Commonly contracted to pixel.
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pitch
pixel
Planck's Law-
point spread function (PSF)-
polarization
Rotation of an aircraft about the horizontal axis normal to its
longitudinal axis that causes a nose-up or nose-down attitude
Contraction of picture element
An expression for the variation of emittance of a blackbody at a
particular temperature as a function of wavelength.
The image of a point source of radiation, such as a star, collected by
an imaging device. A measure of the spatial fidelity of the device.
The direction of orientation in which the electrical field vector of
electromagnetic radiation vibrates.
An orbit that passes close to the poles, thereby enabling a satellite to
polar orbit
pass over most of the surface, except the immediate vicinity of the
poles themselves.
Electromagnetic radiation in which the electrical field vector is
polarized radiation-
contained in a single plane, instead of having random orientation
relative to the propagation vector. Most commonly refers to radar
images.
positive photograph
Photographic image in which the tomes are directly proportional to
the terrain brightness.
A vegetation anomaly that is recognizable on IR film before it is visible
to the naked eye or on normal color photographs. It results when
previsual symptom-
stressed vegetation loses its ability to reflect photographic IR energy
and its recognizable on IR color film by a decrease in brightness of
the red hues.
-A set of three colors that in various combinations will produce the full
primary colors
range of colors in the visible spectrum. There are two sets of primary
colors, additive and subtractive.
The analysis of covariance in a multiple data set so that the data can
principal component analysis
be projected as additive combinations on to new axes, which express
different kinds of correlation among the data.
principal-component (PC) image-
Digitally processed image produced by a transformation that
recognizes maximum variance in multispectral images
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principal point
printout
-Optical center of an aerial photograph
-Display of computer data in alphanumeric format.
A function indicating the relative frequency with which any
probability density function (PDF)-
measurement may be expected to occur. In remote sensing it is
represented by the histogram of DN in one band for a scene.
pulse
pulse length
pushbroom scanner
-Short burst of electromagnetic radiation transmitted by a radar
antenna
Duration of a burst of energy transmitted by a radar antenna,
measured in microseconds
-An alternate term for an along-track scanner
-An imaging device consisting of a fixed linear array of many sensors
which is swept across an area by the motion of the platform, thereby
pushbroom system
building up an image. It relies on sensors whose response and
reading is nearly instantaneous, so that the image swathe can be
segmented into pixels representing small dimensions on the ground.
The elementary quantity of EM energy that is transmitted by a
particular wavelength. According to the quantum theory, EM radiation
quantum
is emitted, transmitted, and absorbed as numbers of quanta, the
energy of each quantum being a simple function of the frequency of
the radiation
Acronym for radio detection and ranging. Radar is an active form of
radar
remote sensing that operates in the microwave and radio wavelength
regions.
A non-imaging device that records the time of radar returns from
radar altimeter-
vertically beneath a platform to estimate the distance to and hence
the elevation of the surface; carried by Seasat and the EAS-ERS-1
platforms.
A measure of the intensity of backscattered radar energy from a point
radar cross section
target. Expressed as the area of a hypothetica surface which scatters
radar equally in all directions and which would return the same
energy to the antenna.
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-A measure of the back-scattered energy from a target with a large
radar scattering coefficient-
area. Expressed as the average radar cross section per unit area in
decibels (dB). It is the fundamental measure of the radar properties of
a surface.
radar scatterometer
A non-imaging device that records radar energy backscattered from
terrain as a function of depression angle.
Dark signature on a radar image representing no signal return. A
radar shadow
shadow extends in the far-range direction form an object that
intercepts the radar beam.
-The tendency of vertical objects to appear to learn radially away
radial relief displacement
from the center of a vertical aerial photograph. Caused by the conical
field of view of the camera lens.
radian
radiant energy peak
radiant flux-
Nagle subtended by an arc of a circle equal in length to the radius of
the circle 1 rad = 57.3¡.
Wavelength at which the maximum electromagnetic energy is radiated
at a particular temperature.
Rate of flow of electromagnetic radiation measured in watts per
square centimeter
Concentration of the radiant flux from a material. Radiant temperature
radiant temperature
is the kinetic temperature multiplied by the emissivity to the onefourth power.
radiation
radiometer
random line dropout
Propagation of energy in the form of electromagnetic waves
Device for quantitatively measuring radiant energy, especially thermal
radiation.
In scanner images, the loss of data from individual scan lines in a
nonsystematic fashion.
In radar usage this is the distance in the direction of radar
propagation, usually to the side of the platform in an imaging radar
range
system. The slant range is the direct distance from the antenna to the
object, whereas the distance from the ground track of the platform to
the object is termed the ground range.
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range direction-
range resolution
See look direction.
In radar images, the spatial resolution in the range direction, which is
determined by the pulse length of the transmitted microwave energy.
The scanned and illuminated area of a video display, produced by a
raster
modulated beam of electrons sweeping the phosphorescent screen
line by line from top to bottom at a regular rate of repetition.
raster format
raster pattern
A means of representing spatial data in the from of a grid of DN, each
line of which can be used to modulate the lines of a video raster.
Pattern of horizontal lines swept by an electron beam across the face
of a CRT that constitute the image display
An image prepared by processing digital multi-spectral data as
ratio image
follows: for each pixel, the value for one band is divided by that of
another. The resulting digital values are displayed as an image.
In radar, the relationship between surface roughness, depression
Rayleigh criterion
angle, and wavelength that determines whether a surface will respond
in a rough or smooth fashion to the radar pulse.
Rayleigh scattering-
RBV
Selective scattering of light in the atmosphere by particle that are
small compared with the wavelength of light
Return-beam vidicon.
Radar system in which azimuth resolution is determined by the
real-aperture radar
transmitted beam width, which is in turn determined by the physical
length of the antenna and by the wavelength.
real time
recognizability
rectilinear
-Refers to images or data made available for inspection
simultaneously with their acquisition.
Ability to identify an object on an image
Refers to images with no geometric distortion in which the scales in
the horizontal and vertical directions are identical.
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-Information on an image which is either not required for
interpretation or cannot be seen. Redundancy may be spatial or
redundancy
spectral. The term also refers to multispectral data where the degree
of correlation between bands is so high that one band contains
virtually the same information as all the bands.
Ratio of the radiant energy reflected by a body to the energy incident
reflectance
on it. Spectral reflectance is the reflectance measured within a
specific wavelength interval
reflected energy peak
reflected IR-
reflectivity
refraction
registration
relief
Wavelength (0.5mm) at which maximum amount of energy is reflected
from the earth's surface
Electromagnetic energy of wavelengths from 0.7mm to about 3mm
that consists primarily of reflected solar radiation.
-Ability of a surface to reflect incident energy.
Bending of electromagnetic rays as they pass from one medium into
another when each medium has a different index of refraction.
-Process of superposing two or more images or photographs so that
equivalent geographic points coincide.
Vertical irregularities of a surface.
Geometric distortion on vertical aerial photographs. The tops of
relief displacement
objects appear in the photograph to be radially displaced from their
bases outward from the photograph's centerpoint.
remote sensing-
collection and interpretation of information about an object without
being in physical contact with the object
The calculation of new DN for pixels created during geometric
resampling
correction of a digital scene, based on the values in the local area
around the uncorrected pixels.
reseau marks
-Pattern of small crosses added to photographs.
Ability to separate closely spaced objects on an image or
resolution
photograph. Resolution is commonly expressed as the most closely
spaced line-pairs per unit distance that can be distinguished. Also
called spatial resolution.
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resolution target
resolving power
reststrahlen band
Series of regularly spaced alternating light and dark bars used to
evaluate the resolution of images or photographs.
A measure of the ability of individual components. and of remote
sensing systems, to separate closely spaced targets.
In the IR region, refers to absorption of energy as a function of silica
content.
In radar, a pulse of microwave energy reflected by the terrain and
return
received at the radar antenna. The strength of a return is referred to as
return intensity.
A system in which images are formed on the photosensitive surface o
return-beam vidicon (RBV)-
a vacuum tube; the image is scanned with an electron beam and
transmitted or recorded. Landsat 3 used a pair of RBV's to acquire
images.
ringing
Fringe-like artefacts produced at edges by some forms of spatialfrequency filtering.
rods
The receptors in the retina that are sensitive to brightness variations.
roll
-Rotation of an aircraft that causes a wing-up or wing-down attitude
Component of an airborne scanner system that measures and records
roll compensation system
the roll of the aircraft. This information is used to correct the imagery
for distortion due to roll.
In radar, the relationship between surface roughness, depression
rough criterion
angle, and wavelength that determines whether a surface will scatter
the incident radar pulse in a rough or intermediate fashion
roughness-
In radar, the average vertical relief of a small-scale irregularities of the
terrain surface. Also called surface roughness.
SAMII
Stratospheric Aerosol Measurement experiment, carried by Nimbus-7
SAMS
Stratospheric and Mesospheric Sounder, carried by Nimbus-7.
satellite
An object in orbit around a celestial body.
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In the IHS system, represents the purity of color. Saturation is also the
saturation
condition where energy flux exceeds the sensitivity range of a
detector.
SBUV
scale
scan line-
scanner
scanner distortion
scan skew
scattering
scattering coefficient curves
scatterometer
scene
Solar Back-scatter Ultraviolet Instrument, carried by NOAA satellites.
Ratio of distance on an image to the equivalent distance on the
ground.
Narrow strip on the ground that is swept by IFOV of a detector in a
scanning system
-An imaging system in which the IFOV of one or more detectors is
swept across the terrain.
Geometric distortion that is characteristic of cross-track scanner
images
Distortion of scanner images caused by forward motion of the aircraft
or satellite during the time required to complete a scan.
Multiple reflections of electromagnetic waves by particles or surfaces
Display of scatterometer data in which relative backscatter is shown as
a function of incidence angle.
Nonimaging radar device that quantitatively records backscatter of
terrain as a function of incidence angle
Area on the ground that is covered by an image or photograph.
Vision under conditions of low illumination, when only the rods are
scotopic vision
sensitive to light. Visual acuity under these conditions is highest in the
blue part of the spectrum.
Seasat
sensitivity
-NASA unmanned satellite that acquired L-band radar images in 1978.
Degree to which a detector responds to electromagnetic energy
incident on it.
Device that receives electromagnetic radiation and converts it into a
sensor
signal that can be recorded and displayed as either numerical data or
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Shuttle imaging radar (SIR)-
sidelap
side-looking airborne radar (SLAR)-
side-scanning sonar-
side-scanning system
signal
signal to noise radio (S/N)-
silver halide
SIR
Skylab
skylight
slant range
L-band radar system deployed on the Space Shuttle.
Extent of lateral overlap between images acquired on adjacent flight
lines
An airborne side scanning system for acquiring radar images.
Active system for acquiring images of the seafloor using pulsed sound
waves.
A system that acquires images of a strip of terrain parallel with the
flight or orbit path but offset to one side.
Information recorded by a remote sensing system.
)-The ratio of the level of the signal carrying real information to that
carrying spurious information as a result of defects in the system.
Silver salts that are especially sensitive to visible light and convert to
metallic silver when developed.
-Shuttle Imaging Radar, synthetic-aperture radar experiments carried
aboard the NASA Space Shuttle in 1981 and 1984.
-U.S.earth-orbiting workshop that housed three crews of three
astronauts in 1973 and 1974.
Component of light that is strongly scattered by the atmosphere and
consists predominantly of shorter wavelengths.
-In radar, an imaginary line running between the antenna and the
target.
slant-range distance
Distance measured along the slant range.
slant-range distortion
Geometric distortion of a slant-range image.
In radar, an image in which objects are located at positions
slant-range image
corresponding to their slant-range distances from the aircraft path. On
slant-range images, the scale in the range direction is compressed in
the near-range region
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SLAR
Side-looking airborne radar
Shuttle Multispectral Infrared Radiometer, a non-imaging
SMIRR
spectroradiometer carried by the NASA Space Shuttle covering ten
narrow wavebands in the 0.5-2.4 m range.
SMMR
-Scanning Multichannel Microwave Radiometer, carried by Nimbus-7.
In radar, the relationship between surface roughness, depression
smooth criterion
angle, and wavelength that determines whether a surface will scatter
the incident radar pulse in a smooth or intermediate fashion.
software
sonar
Space Shuttle
-Programs that control computer operations
-Acronym for sound navigation ranging. Sonar is an active form of
remote sensing that employs sonic energy to image the seafloor
-U.S. manned satellite program in the 1980s, officially called the Space
Transportation System (STS).
A planned series of three polar-orbiting, sun-synchronous satellites to
Space Station
be launched by NASA, the European Space Agency, and the Japanese
Space Agency in the 1990s. They will carry a large range of remotesensing devices
spatial-frequency filtering-
specific heat-
spectral hue
spectral reflectance
spectral sensitivity
spectral vegetation index
-The analysis of the spatial variations in DN of an image and the
separation or suppression of selected frequency ranges.
-The ratio of the heat capacity of unit mass of a material to the heat
capacity of unit mass of water.
A hue which is present in the spectral range of white light analysed by
a prism or diffraction grating.
Reflectance of electromagnetic energy at specified wavelength
intervals.
Response, or sensitivity, of a film or detector to radiation in different
spectral regions.
An index of relative amount and vigor of vegetation. The index is
calculated from two spectral bands of AVHRR imagery
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spectrometer
spectroradiometer
spectrum
specular
SPOT
Stefan-Boltzmann constant-
Stefan-Boltzmann law-
Stereo base-
stereo model-
stereo pair
stereopsis-
Device for measuring intensity of radiation absorbed or reflected by a
materiel as a function of wavelength.
A device which measures the energy reflected or radiated by
materials in narrow EM wavebands.
Continuous sequence of electromagnetic energy arranged according
to wavelength or frequency.
Refers to a surface that is smooth with respect to the wavelength of
incident energy
-Systeme Probatoire d'Observation del la Terre. Unmanned French
remote sensing satellite orbiting in the late 1980s.
- 5.68 x 10 -12 W . cm-2 .¡K-4.
States that radiant flux of a blackbody is equal to the temperature to
the fourth power times the Stefan-Boltzmann constant.
Distance between a pair of correlative points on a stereo pair that are
oriented for stereo viewing.
Three-dimensional visual impression produced by viewing a pair of
overlapping images through a stereoscope.
-Two overlapping images or photographs that may be viewed
stereoscopically.
-The ability for objects to be perceived in three dimensions as a result
of the parallax differences produced by the eye base.
Binocular optical device for viewing overlapping images or diagrams.
stereoscope
The left eye sees only the left image, and the right eye sees only the
right image.
SSU
subscene
subtractive primary colors-
-Stratosphere Sounding Unit, carried by NOAA-series satellites.
-A portion of an image that is used for detailed analysis.
Yellow, magenta, and cyan. When used as filters for white light, these
colors remove blue, green and red light, respectively.
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sunglint
-Bright reflectance of sunlight caused by ripples on water
Earth satellite orbit in which the orbit plane is nearly polar and the
sun-synchronous-
altitude is such that the satellite passes over all places on earth having
the same latitude twice daily at the same local sun time.
sun-synchronous orbit-
a polar orbit where the satellite always crosses the Equator at the
same local solar time.
-Digital-information extraction technique in which the operator
supervised classification-
provides training-site information that the computer uses to assign
pixels to categories.
surface phenomenon
surface roughness
Interaction between electromagnetic radiation and the surface of a
material.
See roughness.
Radar system in which high azimuth resolution is achieved by storing
synthetic-aperture radar (SAR)-
and processing data on the Doppler shift of multiple return pulses in
such a way as to give the effect of a much longer antenna.
synthetic stereo images
system-
systematic distortion-
target
TDRS
telemeter
-Stereo images constructed through digital processing of a single
image. Topographic data are used to calculate parallax
Combination of components that constitute an imaging device
Geometric irregularities on images that are caused by known and
predictable characteristics.
Object on the terrain of specific interest in a remote sensing
investigation.
Tracking and Data Relay Satellite
To transmit data by radio or microwave links
terrain
Surface of the earth
texture
Frequency of change and arrangement of tones on an image.
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Thematic Mapper (TM)-
thermal capacity (c )-
A cross-track scanner deployed on Landsat that records seven bands
of data from the visible through the thermal IR regions.
See heat capacity
Measure of the rate at which heat will pass through a material,
thermal conductivity (K)-
expressed in calories per centimeter per second per degree
Centigrade.
thermal crossover
thermal diffusivity (k)-
-On a plot of radiant temperature versus time, the point at which
temperature curves for two different materials intersect.
Governs the rate at which temperature changes within a substance,
expressed in centimeters squared per second
Measure of the response of a material to temperature changes,
thermal inertia (P)-
expressed in calories per square centimeter per square root of
second.
thermal IR
thermal IR image-
thermal IR multispectral scanner (TIMS)-
-IR region from 3 to 14 m that is employed in remote sensing. This
spectral region spans the radiant power peak of the earth.
Image acquired by a scanner that records radiation within the thermal
IR band.
Airborne scanner that acquires multispectral images within the 8-to14mm band of the thermal IR region
Mathematical expression that relates thermal and other physical
thermal model-
properties of a material to its temperature. Models may be used to
predict temperature for given properties and conditions.
Medical applications of thermal IR images. Images of the body, called
thermography
thermograms, have been used to detect tumors and monitor blood
circulation
THIR
tie-point
TIMS
Temperature-Humidity Infrared Radiometer, carried by Nimbus-7.
A point on the ground which is common to two images. Several are
used in the coregistration of images.
Thermal IR multispectral scanner
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TM
tone
Thematic mapper.
Each distinguishable shade of gray from white to black on an image.
An optical illusion that may occur on images with extensive shades.
topographic inversion-
Ridges appear to be valleys, and valleys appear to be ridges. The
illusion is corrected by orienting the image so that the shadows trend
from the top margin of the image to the bottom.
A geomorphic phenomenon in which topographic lows coincide with
topographic reversal-
structural highs and vice versa. Valleys are eroded on crests of
anticlines to cause topographic lows, and synclines form ridge, or
topographic highs.
TOVS
Tracking and Data Relay Satellite (TDRS)-
TIROS Operational Vertical Sounder.
Geostationary satellite used to communicate between ground
receiving stations and satellite such as Landsat
-A sample of the Earth's surface with known properties; the statistics
training area
of the imaged data within the area are used to determine decision
boundaries in classification.
As a result of changing one factor in a remote sensing system, there
trade-off-
are compensating changes elsewhere in the system; such a
compensating change is known as a trade-off.
training site
transmissivity
transparency
transpiration
travel time-
-Area of terrain with known properties or characteristics that is used in
supervised classification.
Property of a material that determines the amount of energy that can
pass through the material.
Image on a transparent photographic material, normally a positive
image.
Expulsion of water vapor and oxygen by vegetation
In radar, the time interval between the generation of a pulse of
microwave energy and its return from the terrain.
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A theory of colour relating all hues to the combined effects of three
tristimulus colour theory-
additive primary colours corresponding to the sensitivities of the
three types of cone on the retina.
unsupervised classification
UV
-Digital information extraction technique in which the computer
assigns pixels to categories with no instructions from the operator.
Ultraviolet region of the electromagnetic spectrum ranging in
wavelengths from 0.01 to 0.4m.
A measure of the dispersion of the actual values of a variable about its
variance
mean. It is the mean of the squares of all the deviations from the mean
value of a range of data.
VAS VISSR
vector format-
Atmospheric Sounder, carried by GEOS satellites
The expression of points, lines, and areas on a map by digitized
Cartesian coordinates, directions, and values.
Deviation from the normal distribution or properties of vegetation.
vegetation anomaly
Vegetation anomalies may be caused by faults, trace elements in soil,
or other factors.
vertical exaggeration
In a stereo model, the extent to which the vertical scale appears
larger than the horizontal scale.
An imaging device based on a sheet of transparent material whose
electrical conductivity increases with the intensity of EM radiation
vidicon
falling on it. The variation in conductivity across the plate is measured
by a sweeping electron beam and converted into a video signal. Now
largely replaced by cameras employing arrays of charge-coupled
devices (CCDs).
A gradual change in overall tone of an image from the centre
outwards, caused by the imaging device gathering less radiation from
vignetting
the periphery of its field of view than from the centre. Most usually
associated with the radially increasing angel between a lens and the
Earth's surface, and the corresponding decrease in the light-gathering
capacity of the lens.
visible radiation
Energy at wavelengths from 0.4 to 0.7mm that is detectable by the
human eye.
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visual dissonance
VISSR
volume scattering
watt (W)-
wavelength
Wien's displacement law
X band-
yaw
spectral vegetation index
first NASA Landsat launch
The disturbing effect of seeing a familiar object in an unfamiliar setting
or in an unexpected colour
Visible Infrared Spin-Scan Radiometer carried by the GOES satellites.
In radar, interaction between electromagnetic radiation and the
interior of a material.
Unit of electrical power equal to rate of work done by one ampere
under a potential of one volt.
Distance between successive wave crests or other equivalent points
in a harmonic wave.
Describes the shift of the radiant power peak to shorter wavelengths
as temperature increases.
Radar wavelength region from 2.4 to 3.8 cm.
Rotation of an aircraft about its vertical axis so that the longitudinal
axis deviates left or right from the flight line.
use spectral signature of intercepted fraction of photosynthetically
active radation to distinguish vegetation.
1972
Thematic Mapper sensor satellites and
Landsat 4 1982, Landsat 5 1984, Landsat 6 1993 failed, Landsat 7 1999
dates
ETM+
15 m panchromatic
Landsat ETM+ imagery spatial resolution
30 m multispectral bands
60 m thermal infrared band
(1999-present)
Landsat MSS imagery spatial resolution,
80 m
dates
(1972-1983)
15 m panchromatic
Landsat OLI imagery spatial resolution,
30 m multispectral band
dates
100 m thermal
(2013-present)
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30 m visible bands
Landsat TM imagery spatial resolution
120 m thermal bands
(1982-2003)
Why is correction needed between TM and
Because they have different characteristics of spectral sensors, must
ETM+ sensors?
correct the spectral reflectance as proposaed by Moran et al 2001.
What is temporal resolution of Landsat
16 days
satellites?
What is spatial resolution of MODIS
250-1000 m of multispectral data since 2000.
satellites?
What is revisit interval of MODIS?
1-2 days
What is spatial and temporal resolution of
1 m panchromatic, 4 m multispectral with revisit rate of 3-5 days, First
IKONOS satellite (commercial)?
launched in 1999 (Goward et al 2003).
What is spatial and temporal resolution of
0.6 m panchromatic and 2.4-2.8 m multispectral from constellation of
QuickBird satellites?
spacecraft with frequency of 1-3.5 days
What is spatial resolution and number of
15-90 m with 14 spectral bands from the Terra Satellite since 2000.
ASTER sensor spectral bands, plus when
launched?
What is spatial resolution of ASTER IR
Near-IR bands with 15 m, Shortwave-IR with 30 m, Therman inframred
bands?
with 90 m.
What is spectral and spatial resolution of
224 spectral bands from visible, near-IR to shortwave-IR ranges at
AVIRIS airborne sensors?
scale of meters to tens of meters.
What is spectral and spatial resolution of
Hyperspectral with 220 bands from visible to shortwave-IR and a 30 m
Hyperion sensors on EO satellites?
resolution.
When were first SPOT satellites launched?
What is spatial resolution of SPOT data?
Vegetation study of integrated data from
1986, 1990, ,1993, 1998, 2002.
20 m to 2.5 m. 1 km for SPOT VGT (vegetation) on SPOT 4, 5 every day.
Millward et al 2006 in coastal zone near China
SPOT 2 HRV and Landsat TM, ETM+
sensors?
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Phenology study that combined MODIS
Knight et al 2006 in Albemarle-Pamlico estuary
and Landsat NDVI?
corrects distortion of digital images to improve the fidelity of
brightness values, differentiates real changes vs noise. Methods
radiometric correction
include math models but certain parameters known (e.g. atmostpheric
conditions) or observation to unchanging reference targets whose
radiometry is known.
extracts absolute reflectance of scene objects at the earth's surface,
absolute radiometric correction
requires atmospheric properties and sensor calibration, a challenge to
acquire.
reduces atmospheric and other variation among multiple images by
relative radiometric correction
adjusting the radiometric properties of target images to match a base
image (Hall et al 1991).
addresses geometric distortions, registers image coordinates to
geometric correction
geocoordinates using calibration data from the sensor, measurements
of position and altitude of ground control points.
first order transformation applies a standard linear equation matching
ground control points (x,y) with loss of extremes and subtelties,
popular methods of geometric correction
nearest neighbor resampling uses closest pixel as reference, transfers
original data values without averaging and therefore retains extremes
and subtelties of data.
emphasizes and sharpens image features for visualization and
image enhancement
interpretation, includes gray scale conversion, histogram conversion,
color composition and conversion.
image classification
disadvantage of unsupervised classification
process of extracting differentiated classes or themes from raw
remotely sensed satellite data
once classification complete, must be repeated if new data added.
learns an established classification from a training dataset that
supervised classification
contains predictor variables from each sampleing unit and assigns
prior classes to the sampling units.
What wavelengths used in NDVI calcs and
why?
Red and Near IR. Veg highly reflective in near-IR, highly absorptive in
visible red. Use contrast between them as indicator of vegetation
status.
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Why is NDVI a good indicator of of
NDVI is a biophysical parameter that correlates to photosynthetic
periodic dynamic changes of vegetation
activity or "greenness" of vegetation (Wang and Tenhunen 2004) and
groups?
as an index, can detect change over images from different times.
Multitemporal image classification
Identification of vegetation groups based on unique phenology, often
identified through NDVI (Lenney et al 1996).
Reflectance and absorption spectral signatures developed from
Why is hyperspectral imagery well-suited
for vegetation studies?
hundreds of spectral bands, supporting differentiation of signals from
unique species or complex mixed-pixel communities. For instance,
Hyperion sensor capable of differentiating five sugar can species in
Brazil (Galvao et al 2005).
Why is hyperspectral data collection and
Must process hundreds of bands and have a signature library based
processing expensive?
on field surveys for ground-truthing or with a spectrometer
image fusion
What are four resolution types in a
Integration of remotely sensed data at multiple temporal, spatial and
spectral resolutions
spectral, spatial, temporal and radiometric
remotely sensed image?
The sensitivity to brightness or signal strength as limited by storage
What is radiometric resolution represent?
capacity of the sensor (i.e. # of bits). For instance Landsat 1 only 6 bits
so range of reflected energy recorded as [0,63] whereas Landsat 4
has 8 bits so [0,255].
Because phase change of water releases or stores heat, the
What is the hydrocycle?
hydrocycle integrates radiation balance to water, energy and
biogeochemical fluxes (Asrar and Dozier 1994).
What is energy?
Ability to do work
1. conduction (xfer kinetic energy via collision, direct contact)
What are three types of energy transfer?
2. convection (xfer kinetic energy via movement)
3. radiation (xfer by electromagnetic waves traveling at speed of light)
describe an electromagnetic wave
define wave equation
two fluctuating fields, one magnetic and other electrical, that travel at
right angles to one another, perpendicular to direction of travel
wave speed = wavelength x frequency
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Defines the energy flux from a blackbody given its temperature, M =
what is the stefan boltzman equation
constant x (absolute temperature)^4 in Watts per meter squared, with
constant being the Stefan Boltzman constant. Because a black body,
does not consider emissivity.
what does the stefan boltzman equation
The higher the body's physical temperature, the more energy it emits.
say about relationship between
temperature and energy emittance
photons
What is Quantum Theory
individual particles of light that carry energy and momentum when
interact with matter at the quantum level
Energy transferred in discrete packs, quanta or photons as defined by
Bohr and Planck
What are issues of electromagnetic
Differentiation of light that is refracted, scattered, absorbed vs
radiation detection via sensors?
reflected.
refraction
scattering
three types of scattering
bending of light as it moves between media, corrected via Snell's Law
unpredictable redirection of light via atmospheric particles, increases
brightness
rayleigh, mie, and nonselective
In upper 4.5 km of atmosphere, scattering via absorption and re-
rayleigh scattering
emittance of radiation. This scattering is unpredictable in directions
b/c diameter of matter is much less than the wavelength of the
electromagnetic radiation. This explains the blue color of the sky.
mie scattering
In lower 4.5 km of atmosphere, dust particles scatter light when they
are greater than wavelength.
In lowest reaches of the atmosphere, particles can be greater than 10x
nonselective scatter
electromagnetic wavelengths, so all wavelengths scattered. Water
droplets are larger particles, explain white clouds.
absorption band
range of wavelengths where radiation is absorbed by a substance
energy transmitted effectively through the atmosphere, so that
atmospheric window
atmosphere is transparent. Visible light wavelengths occur through an
atmospheric window.
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extinction coefficient
represents combined effects of absorption and scattering
outgoing radiance / incoming radiance. re-radiation of photons as
reflectance
they bounce off an object, described as a fraction of incident flux
that's reflected by the surface.
how does the temperature of the sun
Sun is 5700K vs earth is 288K, so sun glows with emitted energy (peak
compare to the temperature of the earth,
wavelength in visible spectrum) but earth transmits no visible light
how does this affect their emitted energy?
(peak wavelength longer).
The peak wavelength of a emitted energy from a body = b/T where b
Define Wiens Displacement Law
= constant and T is temp in Kelvin. So the hotter the body, the shorter
the peak emissions wavelength (example of sun vs earth).
What factors dominate the lower
Leaf pigments, absorption of chlorophyll
reflectance values of visible light in
vegetation?
What factors dominate the NIR plateau of
vegetation cell structure
vegetation's spectral signature?
What factors control the dips in reflectance
water absorption
of shortwave IR light for vegetation?
reflectivity, fraction of solar energy reflected from the earth back into
albedo
space, varies by wavelength and depends on material texture, color,
type.
digital number, the raw pixel brightness value from the sensor, not
DN
converted to physical units, dependent on radiometric resolution of
the sensor
radiant flux emitted by a unit area as measured through a solid angle
radiance
(3D).
Measured in watts / (square cm sr nm)
radiant flux incident on a receiving surface.
irradiance
Measured in watts/square meter.
reflected energy
shortwave solar energy that's arrived a surface and then reflected
back to a sensor (typical of passive remote sensing techniques)
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emitted energy
reflectivity
brightness value
incident energy
absoprtion
why perform atmospheric correction?
why adjust a histogram
longwave thermal energy emitted by a body
Fraction of incident radiation reflected from a surface
raw sensor input for a band, based on radiometric resoutuion of the
sensor, not calibrated to physical units, but relates to reflectance.
sum of scattering + absorption + transmission, determed by molecules,
aerosols, vapor, dust and soot in the atmosphere
decreases brightness
to minimize scatter and absorption effects from the atmosphere.
to increase contrast of the image for visualization and interpretation
when is atmospheric correction
when inferring physical or biological process that depends on
recommended?
spectral values or when comparing images over time.
How hot is the Sun?
L = luminosity = total radiant flux = S 4 Pi $R squared. Know energy
emitted
absorptivity
fraction of incident radiation flux absorbed by a surface
transmissivity
fraction of incident radiation flux transmitted through a surface.
What percent of solar radiation is
70-75%
transmitted to the Earth's surface?
Affects direction and magnitude of carbon, water and temperature
What are ecosystem process
fluxes through changes in carbon balance (loss to gain via
consequences of leaf out?
photosynthesis), humidification via transpiration, surface energy
balance via surface albedo and conductance.
What is Hopkins Law of Phenology?
Growing degree days
What is luminosity of the sun?
Phenological stage differs by 4 days per degree latitude, 1 day per 100
ft in altitude.
sum over 365 days of (max temp + min temp / 2) - reference temp
3.86 x 10^26 Watts
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solar constant
constant flux density of energy = 1366 Watts per square meter (plus or
minus 3).
What defines an electromagnetic
Differing excitation mechanisms associated with rotation, vibration
spectrum?
and electron states of molecules and atoms of an emitting body.
luminosity
total amount of energy emitted by a body per unit time, measured in
Joules / sec or Watts
Repeat for all bands:
1. Use sensor parameters to convert raw CN to apparent radiance at
steps of absolute atmospheric correction
sense
2. Use light input geometry to convert apparent radiance to apparent
reflectance at top of atmosphere 3. Use atmospheric properties
(assumed) to convert to surface reflectance.
complex absolute correction requiring knowledge of geometric
atmospheric radiative transfer models
conditions, atmospheric model for gaseous components, spectral
specifications and ground reflectance.
why perform contrast enhancement?
improve visual quality of image using linear or non-linear techniques
to adjust spread of pixel values within available range
pigments, nutrients, water content
what factors affect spectral signal of
surface and structural properties
vegetation at the leaf scale?
position within the plant
age, stress
what factors affect spectral signal of
vegetation at the plant scale?
life form, architecture
phenology
stress
canopy height, complexity
what factors affect spectral signal of
arrangement of leaf layers
vegetation at the canopy scale?
background (soil)
arrangement of plants in space
what factors affect spectral signal of
vegetation at the landscape scale?
configuration of plant patches
hydrology and topography
disturbance and management
normalized difference vegetation index, normalizes difference
NDVI
between photosynthetic absorption (red wavelengths) and
Remote Sensing Science Olympiadreflectance of near-IR (plateau).
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A simple, commonly used standard for detecting green vegetation
Why is NDVI used?
density, biomass and modeling productivity.
But saturates with high LAI.
How is EVI different from NDVI?
Normalizes the difference between N-IR and Red with N-IR + Red Blue. Less saturation issues with high LAI.
Transforms a multi-band image into a set of uncorrelated components
based on spectral variation of each band by finding new orthogonal
How is Principal Components Analysis
axes in the data. Accounts for redundancy, intercorrelation of band
used to detect vegetation?
data, while highlights differences. Transformations represented by
eigenvalues (axis length), eigenvectors (axis orientation). A resulting
correlation matrix shows degree that bands were inter-correlated.
a form of spectral pattern recognition, detected through _filtering_ of
texture
each band using moving windows, kernels or training to known data
sets. Used to classify imagery.
What are critical factors in filtering metrics?
window or kernel size
what types of filters are used to detect
smoothing, variance, edge, directional
textural patterns?
Haralick (1979), describes how often distinct combos of pixel
gray level co-occurrence matrix
brightness occur in an image (aka 2nd order texture) by computing
mean, variance, homogeneity, entropy, moments, contrast,
dissimilarity, correlation over a specific neighborhood.
give two scenarios when texture filtering is
1. when characteristic pattern can be expected for a given cover type
useful
2. when image pixels are small relative to size of mapped entities
1. patterns within cover types highly variable
give three scenarios when texture filtering
2. hotspots of both low and high heterogeneity (no characteristic
is not useful
pattern)
3. coarse spatial resolution, consumes pattern
passive: measures EMR energy reflected or emitted by a surface (e.g.
what's the difference between passive and
active remote sensing?
landsat, modis)
active: sends pulse of energy, measures back-scattered radiation (e.g.
lidar, radar).
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Pros:
1. penetrates clouds
what are pros and cons of active remote
sensing?
2. day or night
Cons
1. process to challenge
2. expensive
what are three main types of orbits of
satellites?
Polar
Non-Polar
Geostationary
Describe trajectory of polar orbiting
Passes through poles for global coverage. Some are sun-
satellites
synchronous, so pass over section of earth at same time of day.
Describe trajectory of non-polar orbiting
Typically not global coverage due to orbital gaps. Temporal
satellites
frequency increases with swath size.
What are geostationary satellites?
At a fixed position, make multiple observations per day.
What are two common imaging sensor
Pushbroom (along track)
scanner types?
Whiskbroom (across track)
Use a mirror to reflect light onto a single detector, sweeping back and
forth, collecting measurements one pixel at a time. Moving parts =
How do whiskbroom scanners work?
expensive, wear.
whiskbroom sensors = Landsat 1-7
A linear array detector arranged perpendicular to flight direction,
detects light line-by-line (= a row of pixels) as spacecraft moves,
allowing reception of a stronger signal per pixel due to prolonged
How do pushbroom scanners work?
viewing time compared to whiskbroom. But requires perfect
calibration, otherwise stripes in data.
pushbroom sensors = SPOT, IRS, QuickBird, Ikonos
What are components of a remote data
1. Platform (carries sensors)
collection system?
2. Sensor(s), can be > 1 (i.e. Terra)
NASA's global gridded notation map for Landsat data, creating an
What is the Worldwide Reference System?
image catalogue by path and row numberss. Landsat 1-3 (WRS-1)
slightly differs from L4-7 (WRS-2, due to lower sat altitude, different
swathing pattern, higher freq of coverage)
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pan-sharpening
Kauth-Thomas Transformations
What is standard measure of "Overall
use panchromatic (wide range of wavelengths, higher spatial
resolution) to add detail to a multispectral band via math relationships.
a type of PCA, combines info from multiple bands to create
biophysical variables (Brightness, Greenness, Wetness).
= # of accurately mapped samples / total # of samples
Accuracy" of a classification?
What are components of accuracy
measurement of imagery classification
1. positional accuracy
2. thematic accuracy (aim for >85%)
3. overall accuracy (aim for >85%)
Via a contingency matrix to determine errors of omission
How is accuracy measured?
(underestimated) vs commission (overestimation) and calculation of
overall accuracy.
1. Can estimate overall and class-based error.
What are four strengths of contingency
2. Easy to compute
matrix approach to accuracy assessment?
3. Identify pairwise confusions
4. Test sample may be reused to compare multiple models
1. Sensitive to representation and test sample quality
What are four limitations of contingency
2. Does not show error in space
matrix approach to accuracy assessment?
3. Depends on class semantics
4. Does not account for mixed-class locations, which my exist.
How does fuzzy accuracy assessment
differ from contingency matrix approach (3
ways)?
1. Accounts for both continuity of classes and mixed transitional states.
2. May have >1 class membership.
3. Measures severity of error, not just right/wrong
(see Gopal and Woodcock 1994).
1. Rules and threshold conditions are used to test hypotheses about
What is the basis for a decision tree system
of classification?
classes
2. Class attributes can be discrete or continuous
3. Classes allocated based on specific conditions of the input class
variables using boolean logic and spatial overlay.
1. Input training samples, select machine learning method
What are basic steps of a supervised
machine learning classification?
2. Run training algorithm (initiate with a pre-test algorithm)
3. Learned model is developed (parameters iterated to find an
optimal solution, as revealed in tests)
4. Apply learned model to unknown sample data.
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