Geographic Information Systems rely heavily on data from Remote Sensing platforms like satellites, which provide imagery and information on land cover, terrain models, and changes over time. As Remote Sensing technologies advance with higher resolution sensors, more data can be incorporated into GIS maps and analyzed to study various environmental topics. Issues around privacy and data storage may increase as more detailed imagery becomes available.
Aerial surveying technology is utilized in a wide range of fields throughout the world. These range from the creation of maps, to terrain analysis and research (rivers, soil erosion, coasts, etc.), urban planning, road planning (roads, rails, etc.), and vegetation research (forests, agriculture, lakes and marshland, etc.).
Types of Platforms
1. Airbrone Platforms
2. Spacebrone Platforms
Platforms are Vital Role in remote sensing data acquisition
Necessary to correct the position the remote sensors that collect data from the objects of interest
RS & GIS, Image Interpretation, Methods of Image interpretation, Types of interpretation, Factors governing image interpretation, Activities to interpret image, Sensors, Role of sensors in Image derivation, Aerial Photography, LISS-3, Image characteristics, Special characteristics, Shadow, Texture, Pattern, associated features in images
Aerial surveying technology is utilized in a wide range of fields throughout the world. These range from the creation of maps, to terrain analysis and research (rivers, soil erosion, coasts, etc.), urban planning, road planning (roads, rails, etc.), and vegetation research (forests, agriculture, lakes and marshland, etc.).
Types of Platforms
1. Airbrone Platforms
2. Spacebrone Platforms
Platforms are Vital Role in remote sensing data acquisition
Necessary to correct the position the remote sensors that collect data from the objects of interest
RS & GIS, Image Interpretation, Methods of Image interpretation, Types of interpretation, Factors governing image interpretation, Activities to interpret image, Sensors, Role of sensors in Image derivation, Aerial Photography, LISS-3, Image characteristics, Special characteristics, Shadow, Texture, Pattern, associated features in images
A geographic information system (GIS) is a computer-based tool for mapping and analyzing features and events on earth. On the other hand, remote sensing is the science of collecting data regarding an object or a phenomenon without any physical contact with the object
Remote sensing and geographic information systems (GIS) analysis involves the use of technology to gather, manipulate, and analyze spatial data to understand a range of phenomena. Remote sensing entails obtaining information about the Earth's surface by examining data acquired by a device, which is at a distance from the surface, most often satellites orbiting the earth and airplanes. GIS are computer-based systems that are used to capture, store, analyze, and display geographic information. These two approaches are used widely, often together, to assess natural resources and monitor environmental changes. Social scientists can gain insights into fine spatial and temporal dynamics of a range of social phenomena in environmental contexts by analyzing time series of remote sensing data, by linking remote sensing to socioeconomic data using GIS, and developing with these data a range of digital models and analyses. This article examines remote sensing and GIS in general, with an emphasis on the former, and then explores how these approaches may be used together to address a range of issues. It also emphasizes the role of remote sensing and GIS for use by scientists, engineers & geologists in water resources management
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2. Abstract
Geographic Information Systems (GIS) are a new and blossoming concept, and
continue to grow in complexity and utility thanks in large part to the
proceeding and continual development of Remote Sensing. Remote
Sensing plays a large role in the enhancement of any GIS, and in most
cases, allows data to become much more relatable and useful for anyone. A
GIS receives much of the data for its built-in layers from Remote Sensing
platforms such as satellites, radars and airplanes. Passive sensors
contribute to imagery and data for land cover mapping, change detection,
snow monitoring, thermal changes and terrain modeling. Active sensors
contribute heavily to data for extremely accurate terrain models known as
Digital Elevation Models (DEMs). These large quantities of data can be geo-
referenced and integrated into one large GIS, allowing a user to access a
powerful amount of information at one time with relative ease. And as
remote sensing technology continues to increase in resolution and power,
the data base will enlarge and increase the potential power of users of a
Geographic Information System.
3. Overview
What is a GIS?
The Importance of Remote Sensing in
GIScience
RS Methods Used in GIS Data Acquisition
Digital Orthophotos & Satellite Imagery
Radar Data: DEMs
The Future of GIS and Remote Sensing
4. GIS Basics
Geographic Information System
Allows the viewing and analysis
of multiple layers of spatially
related information associated
with a geographic region/location
Both spatial and attribute
(tabular) data are integrated
The widespread collection and
integration of imagery into GIS
has been made possible through
remote sensing
With the increasing technological
development of remote sensing,
the development of GIS has
simultaneously accelerated
5. The Importance of RS
Large amounts of data needed, and Remote Sensing can provide it
Reduces manual field work dramatically
Allows retrieval of data for regions difficult or impossible to reach:
Open ocean
Hazardous terrain (high mountains, extreme weather areas, etc.)
Ocean depths
Atmosphere
Allows for the collection of much more data in a shorter amount of
time
Leads to increased land coverage AND
Increase ground resolution of a GIS
Digital Imagery greatly enhances a GIS
DIRECTLY: Imagery can serve as a visual aid
INDIRECTLY: Can serves as a source to derive information such as…
Land use/land cover
Atmospheric emissions
Vegetation
Water bodies
Cloud cover
Change detection (including sea ice, coastlines, sea levels, etc.)
6. RS Methods in GIS
Passive Sensors:
Landsat TM
AVHRR
Spot
MODIS
IKONOS
Quickbird
Passive Systems: Air Photography (DOs)
Active Sensors: Radar
DEMs
7. Coarser Resolution Satellite Sensors Used
LANDSAT Thematic Mapper MODIS
Good for regional coverage 36 spectral bands
30m MS resolution
15 m panchromatic resolution Most Common Uses:
Cloud/Aerosol Properties
Most Common Use: Ocean Color
Land Cover/Land Use Mapping Atmospheric Water Vapor
Sea/Atmospheric Temperatures
8. Higher Resolution Satellite Sensors Used
IKONOS Quickbird
4 m visible/infrared resolution 2.5 m multispectral resolution
1 m panchromatic resolution 61 cm (~2 ft.) panchromatic
resolution
MOST COMMON USES FOR HIGH RESOLUTION:
Accurate Base Maps
Infrastructure Mapping
Disaster Assessment (Smaller Scale)
9. How data is extracted:
Layers such as roads (yellow) and rivers (blue) can be easily seen
from air/satellite photos
This information is digitized (see next slide), separated into layers,
and integrated into a GIS
10. Digitizing Data
MANUAL
Map is fixed to digitizer table
Control Points are digitized
Feature Boundaries are digitized in stream or point mode
The layer is proofed and edited
The layer is transformed/registered to a known system
AUTOMATED SCANNERS
Digitizing done automatically by a scanner
There is a range of scanner qualities
Most utilize the reflection/transmission of light to record data
“Thresholding” allows for the determination of both line and point features from a hardcopy
map
Editing still required
DIRECT DATA ENTRY
Coordinate Geometry is used, with GPS playing a vital role
This involves directly entering in coordinates measured in the field
These coordinates can then be tagged with attribute data
This data this then downloaded to a computer and incorporated into a GIS
11. Air Photos: DOs
An orthophotograph is an aerial photograph that has been corrected to remove distortions
caused by:
Camera optics
Tilt
Elevation differences
Digital Conversion (“Registration”)
Must be converted to digital format before integration into a GIS
Photograph is split into many pixels
Distortion at each point must be calculated
A photograph is considered registered when each pixel has its exact position (geographically) placed
with the above distortions having been taken into account
These registered air photos can then be used to extract data or as a base map for a GIS (or
both)
12. Radar Data: DEMs
Active sensors provide the
most thorough, accurate and
intricate model of topography
Radar can reach places nearly
impossible to survey manually
Interferometric Synthetic
Aperture Radar
Two passes of a radar satellite
are used
Any phase difference of
returned echoes yields
information about the angle
from which the echo was
returned h is pixel height and phi is phase
Allows for topographic difference:
information to be derived
2π
φ= [ Bx sin θ − B y cos θ ]
λ
h = H − ρ (cos θ )
15. Future of GIS & RS: Worldview I
Altitude: 496 km
Orbit Type: Sun-Synchronous
Swath width at nadir: 17.6 km
Orbit Time: 94.6 minutes
Panchromatic Imagery
Launched in September 2007
Provides ½ m resolution images (Houston, TX above)
Images such as the one above will become increasingly common and will
provide more accurate data for a GIS More Worldview I Images
16. Issues of Remote Sensing & GIS
in the Future
User interfaces continue to become more standardized
An increased number of RS platforms is leading to more accurate and
more easily acquirable data
Geospatial Law & Privacy Issues
becoming more of an issue as resolution increases
who has a right to be looking at pictures of one’s home in ½ m resolution?
GIS is becoming more globally accepted
Increasing resolutions of RS platforms has lead to increasing amounts
of data
can the large amount of data be handled and stored efficiently?
can this data be incorporated into a GIS that is not overwhelmingly large?
The current era (and times to come, most likely) continues to
emphasize visualization of information
Remote Sensing images are key to this aspect
17. Sources
Allen, C. “An Interferometric Technique for Synthetic
Aperture Ground-Penetrating Radar.” Geoscience and
Remote Sensing Symposium. 4 (1996): 2033-2035.
Bolstad, Paul. Fundamentals of GIS, 2nd ed. Atlas Books,
2005.
Environmental Systems Research Institute (ESRI):
http://www.esri.com
Lillesand, Thomas M., Ralph W. Kiefer and Jonathan W.
Chipman. Remote Sensing and Image Interpretation, 5th
ed. Wiley, New York, 2004.
NASA: http://www.nasa.gov
http://www.ccrs.nrcan.gc.ca/glossary/index_e.php?
id=3054
Sattellite Imaging Corps: http://www.satimagingcorp.com
United States Geological Survey: http://www.usgs.gov