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remote sensing
data is acquired through photography
Joseph Niepce
French inventor who took the first photograph of his home
Aerial photography
Photos captured from the sky, capturing the Earth’s surface at greater distances
Can be captured through airplanes, rockets, and satellites
Gaspard-Felix Tournachon (Nadar)
took the first aerial photograph
James W. Black
Took a series of surviving aerial photographs by attaching a camera to balloons
George Lawrence
Photographer who documented San Francisco in Ruins after the 1906 earthquake through aerial photos
WWII
Aerial photography changed combat by collecting information
U-2
Spy plane that flew at an altitude of 70,000 feet to take aerial photos of the Soviet Union during the Cold War
Sr-71 Blackbird
Improved spy plane that could fly higher and faster than the U-2 during the Cold War
UAS
unmanned aircraft systems that collect aerial imagery and combat strikes
sUAS
small unmanned aircraft system
operate like UASs’ but weight less than 55 pounds
vertical photo
aerial photos from a camera pointed directly at the ground
nadir
the spot on the ground directly beneath the camera
Panchromatic imagery
only captures images in grayscale
Color infrared photo (CIR photo)
aerial photos taken with a special type of film that is sensitive to infrared light
useful in environmental studies to portray green plants as red in pictures
Principal point
center of the photo
relief displacement
when tall objects lean away from the center point of the photo towards the edges
warped perspective
orthophotos
photos that have uniform scale
orthorectification
removes the effects of terrain and relief displacement, enforcing the same scale across the whole photo
true orthophoto
an image that has the appearance of looking straight down on all objects in the image
achieved by taking several photos that are then overlaid
digital orthophoto quadrangles (DOQ)
a type of orthophotograph that covers 3.75 minutes latitude and 3.75 minutes longitude
Cover one quarter of the size of a topographic map
National Agriculture Imagery Program (NAIP)
produces DOQs and makes them publicly available
works under the U.S Department of Agriculture’s Farm Service Agency
Oblique photo
a tilted photo that is positioned not in nadir, but at an angle
San Francisco Destruction aerial photos is an example of this photo
visual image interpretation
the process of identifying objects and features in an aerial image based on a number of distinct elements
pattern
physical arrangement of objects in an image whether repetitive or unusual
site and association
location characteristics of an item and its relationship to nearby features in an image
size
relative length, width, and area of an object in an image
shadow
dark shapes cast by a source of light
can help determine shape and scale of structures
shape
the form of an object
texture
differences in shading and color
tone
differences in shading or color throughout the image
photogrammetry
process of obtaining measurements from aerial photos
photo scale
representative fraction (i.e 1:1000 meters)
relies on the length of the camera lens and altitude of the plane when the image was captured to make accurate measurements
Representative fraction
photo distance divided by ground distance
wavelength
distance between the crests of two waves
electromagnetic spectrum
light energy wavelengths
micrometers
millionth of a meter
nanometer
billionth of a meter
visible light spectrum
light that can be seen by humans
0.4 - 0.7 micrometers
ultraviolet light (UV)
shorter wavelength than the visible light spectrum
band
a specific form of light wavelength
blue band
form of light that is 0.4 - 0.5 micrometers long
green band
form of light that is 0.5 - 0.6 micrometers long
red band
form of light that is 0.6 - 0.7 micrometers long
infrared light (IR)
wavelength between 0.7 - 100 micrometers
near infrared (NIR)
wavelength between 0.7 - 1.3 micrometers
Shortwave infrared (SWIR) or middle infrared (MIR)
wavelength between 1.3 - 3.0 micrometers
Thermal infrared (TIR)
wavelength between 3.0 - 14.0 micrometers
red edge
additional band between red visible light and infrared light
atmospheric windows
wavelengths of energy that pass through the atmosphere
Rayleigh scattering
scattering of light caused by atmospheric particles smaller than the wavelengths being affected
Mie scattering
scattering of light caused by atmospheric particles that are the same size as the wavelengths affected
Non-selective scattering
scattering of light caused by atmospheric particles larger than the wavelengths affected
transmission
occurs when a wavelength of energy simply passes through a surface to interact with something else later
absorption
occurs when energy is trapped and held by a surface
Incident energy
the total amount energy per wavelength that interacts with an object through transmission, absorption, or reflection
spectral reflectance
percentage of total energy per wavelength that is reflected off a target
spectral signature
unique identification on a specific object based on the percentage of reflected energy per wavelength
Normalized Difference Vegetation Index (NDVI)
when an image is processed to measure the health of vegetation
National Aeronautics and Space Administration (NASA)
a program established in 1958 in the U.S
Corona
U.S government program that monitored satellites when they began to use remote sensing reconnaissance and surveillance in 1960
Geostationary orbit
when satellites rotate at the same speed as Earth
Near polar orbit
north-to-south path wherein the satellite moves close to the North and South Poles as it makes several passes a day around Earth
Swath width
measurement of the width of ground the satellite can image in one pass
Landsat satellite sensor
has a swath of 185 kilometers, capturing a 185 kilometer wide area as it makes a pass overhead
Passes over the same swath every 16 days
sun-synchronous orbit
when a satellite’s orbit always takes it over the same swath of Earth at the same local time
images collected will have similar lighting conditions when viewed overtime
along-track scanning
linear array scans the ground along the satellite’s orbital path
across-track scanning
rotating mirror that moves back and forth over a swath to collect information
National Oceanic and Atmospheric Administration (NOAA)
U.S federal agency focused on weather, oceans, and atmosphere
European Space Agency (ESA)
organization representing multiple European countries that are dedicated to space exploration
Japanese Aerospace Exploration Agency (JAXA)
Japan’s national space exploration organization
Terra
“flagship” satellite of the NASA Earth Science missions
launched in 1999 as a collaboration among NASA’s Goddard Space Flight Center, NASA’s Jet Propulsion Laboratory, and the NASA Langley Research Center and agencies in Canada and Japan
continues its remote sensing mission today.
means “Earth” in Latin
five instruments on board and has a sun synchronous orbit
Aqua
key Earth observation satellite
means “water” in Lating
Analysis of water in all its forms — solid, liquid, and gas — is the key focus of all the instruments onboard
sun-synchronous but operates in the opposite path of another satellite
Moderate Resolution Imaging Spectroradiometer (MODIS)
sensor onboard both Terra and Aqua that conducts environmental monitoring
Visible Infrared Imaging Radiometer Suite (VIIRS)
instrument onboard other satellites that improves upon several aspects of MODIS
z-value
when x/y pairs are assigned coordinates that indicate elevation
vertical datum
a baseline used as a starting point in measuring elevation values (which are either above or below this value)
North America Vertical Datum of 1988 (NAVD88)
origin point for elevations and coastal terrain models for geospatial data in North America
North American-Pacific Geopotential Datum of 2022 (NAPGD2022)
new datum created by the NGS that will replace NAVD88
contour lines
imaginary lines drawn on the map that join points of equal elevation
contour interval
elevation or vertical difference between contour lines
topographic map
widely used method of representing terrain features using contour lines
Digital Raster Graphic (DRG)
digital format of topographic maps that have been scanned and georeferenced
Digital Line Graph (DLG).
specific features being digitizes with their own geospatial layers
an individual vector GIS dataset representing contours, transportation features, hydrography features, or boundaries.
US Topo
delivered in 7.5-minute quad sections
has multiple layers of data stored on the same map, include contours, recent transportation features (roads, railroads, airports), transportation names, contours, boundaries, and orthophoto images, all as separately accessible layers
collar
the white, information-filled border around a US Topo
digital terrain model (DTM)
a model of the landscape that is used in conjunction with GIS or remotely sensed imagery
2.5D model
a single z-value can be assigned to each x/y coordinate as a measure of elevation at that location
3D
multiple z-values can be assigned to each x/y coordinate
TIN (triangulated irregular network)
in which selected elevation points of the terrain — those that the system deems the “most important” — are used in constructing the model
Points are joined together to form nonoverlapping triangles that represent the terrain surfaces
DEM (digital elevation model)
based on regularly spaced point data of elevations
SRTM Shuttle Radar Topography Mission
a mission of the space shuttle Endeavor in February 2000 that mapped Earth’s terrain and topographic features from orbit,
3DEP (3D Elevation Program)
a U.S. government program that provides digital elevation data for the entire United States
Lidar
uses a laser beam to measure the terrain, reflecting from the ground back to the plane
an additional remote sensing method of terrain mapping
point cloud data
data collected by lidar
high volume of point locations measured up
DSM (digital surface models)
measure the heights of features such as tree canopies or roofs of buildings and can be used to create realistic-looking 3D models of these objects on Earth’s surface
bathymetric lidar
that uses a green laser beam for measuring underwater terrain heights
viewshed
maps that show what can be seen (or not seen) from a particular vantage point
used for determining a person’s visibility (that is, how far the person can see) from a location before their view is blocked by the terrain
slope
represents the change in elevation (and the rate of change) at a location
by calculating the rise (vertical distance) over the run (horizontal
distance)
pseudo-3D
really 2.5D and are not really full 3D models