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Questions and Answers

What type of map displays the numerical aspect of spatial data?

  • Topographic Map
  • Quantitative Map (correct)
  • Political Map
  • Qualitative Map

Which of the following is NOT a method of representing map scale?

  • Graphical Scale
  • RF Scale
  • Topographic Scale (correct)
  • Descriptive Scale

What is a limitation of a map compared to a globe?

  • Maps summarize only selected facts about reality. (correct)
  • Maps provide an exact representation of distances.
  • Maps can show all 3-dimensional features accurately.
  • Maps can represent large areas with complete detail.

An Isopleth map typically represents which of the following?

<p>Contour lines of elevation (C)</p> Signup and view all the answers

Which of the following is a correct example of a verbal statement scale?

<p>1 cm = 2 km (C), 1 inch = 1 mile (D)</p> Signup and view all the answers

What is the first requirement for remote sensing to function effectively?

<p>An energy source or illumination (C)</p> Signup and view all the answers

Which of the following best describes the interaction of energy with the atmosphere during remote sensing?

<p>Energy interacts with the atmosphere twice during the process (A)</p> Signup and view all the answers

What is the role of a sensor in remote sensing?

<p>To collect and record electromagnetic radiation (B)</p> Signup and view all the answers

Which software is NOT mentioned as a tool for remote sensing and GIS?

<p>Photoshop (D)</p> Signup and view all the answers

The process of transforming recorded energy into usable data occurs during which phase?

<p>Reception and processing phase (D)</p> Signup and view all the answers

What does the term 'radiation and the atmosphere' imply in remote sensing?

<p>Radiation encounters the atmosphere on its way to the target (C)</p> Signup and view all the answers

What is the first stage in the remote sensing process?

<p>Electromagnetic energy reflected/emitted by earth surface features (D)</p> Signup and view all the answers

What type of classification is used to identify land cover with known categories?

<p>Supervised classification (C)</p> Signup and view all the answers

Which of the following is true regarding the interaction of energy with the target?

<p>It relies on both the target and the properties of the radiation (A)</p> Signup and view all the answers

Which method is NOT considered active remote sensing?

<p>Thermal imaging (C)</p> Signup and view all the answers

What does the process of application in remote sensing involve?

<p>Applying extracted information to solve problems (C)</p> Signup and view all the answers

In data acquisition, which of the following is an example of in situ measurement?

<p>Spectro-radiometer (D)</p> Signup and view all the answers

What is the ultimate purpose of data analysis in the remote sensing process?

<p>To produce information products and insights (C)</p> Signup and view all the answers

Which type of remote sensing does NOT utilize reflected or emitted electromagnetic energy?

<p>None of the above uses reflected or emitted energy (D)</p> Signup and view all the answers

What is the correct sequence of converting energy into a usable form described in the remote sensing process?

<p>Received energy, electrical signal, digital signal (B)</p> Signup and view all the answers

What aspect contributes to different terrain objects producing varied electromagnetic responses?

<p>Chemical composition and physical condition (B)</p> Signup and view all the answers

What is one of the primary advantages of using GIS?

<p>Data integration (D)</p> Signup and view all the answers

Which of the following components is NOT a key component of a GIS?

<p>Social Media (C)</p> Signup and view all the answers

In GIS, which type of data is primarily used to differentiate it from other information systems?

<p>Spatial data (D)</p> Signup and view all the answers

Which aspect of GIS involves the integration of spatially referenced data?

<p>Decision support system (A)</p> Signup and view all the answers

Which of the following fields does NOT contribute to the development of GIS?

<p>Chemistry (C)</p> Signup and view all the answers

According to Burrough (1986), what capability does GIS provide?

<p>Collecting and transforming spatial data (C)</p> Signup and view all the answers

What characterizes the data collection in GIS compared to other systems?

<p>It requires larger volumes of data. (A)</p> Signup and view all the answers

Which function of GIS involves the systematic organization of data?

<p>Data structuring (C)</p> Signup and view all the answers

What is the primary function of the Eliminate operation?

<p>To remove sliver polygons by merging them with neighboring polygons (D)</p> Signup and view all the answers

What does the Dissolve operation achieve?

<p>It merges adjacent polygons or lines with the same User ID (C)</p> Signup and view all the answers

What is a characteristic of the Buffer operation?

<p>It generates buffer polygons around specified features in a layer (C)</p> Signup and view all the answers

Which of the following processes does spatial modeling involve?

<p>Identifying and organizing data to solve complex problems (A)</p> Signup and view all the answers

When is the Eliminate command particularly useful?

<p>When dealing with sliver polygons from layer overlays (A)</p> Signup and view all the answers

Which statement best describes incremental buffers?

<p>They generate multiple distances around a selected feature (A)</p> Signup and view all the answers

What is one outcome of using the Dissolve operation on polygons?

<p>Eliminates borders between polygons with the same User ID (B)</p> Signup and view all the answers

In the context of Buffer operations, which type of buffer can be created?

<p>Inside, outside, or both side buffers (A)</p> Signup and view all the answers

What is the role of pixel values in raster data?

<p>They represent information which can be integers or real values. (A)</p> Signup and view all the answers

How is location typically identified in a raster dataset?

<p>Through a systematic coded system using ordered pairs of coordinates. (D)</p> Signup and view all the answers

What happens when two classes run across the middle of a pixel?

<p>The pixel is given the value of the largest fraction of the cell. (A)</p> Signup and view all the answers

Which of the following best describes the function of arithmetic operations in raster data?

<p>They only make sense if the input values have appropriate scales of measurement. (B)</p> Signup and view all the answers

What is the purpose of the regrouping operation in raster GIS?

<p>To assign new values to each unique value in an input layer. (B)</p> Signup and view all the answers

What type of display method is the simplest in raster GIS?

<p>Using integers assigned unique colors. (C)</p> Signup and view all the answers

In what situation are values in pixels coded as integers explored in raster data?

<p>When representing remote sensing images. (A)</p> Signup and view all the answers

Which statement is true regarding the storage requirements of raster data?

<p>Increased detail leads to increased storage requirements. (B)</p> Signup and view all the answers

Flashcards

Remote Sensing

The science of gathering information about Earth's surface without physical contact. It involves sensing and recording energy (reflected or emitted).

Energy Source (Illumination)

The initial energy source that illuminates the target, providing electromagnetic energy.

Atmospheric Interaction

The interaction of the energy with the atmosphere during its travel to and from the target.

Target Interaction

The way in which the energy interacts with the object (target) depending on the properties of both.

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Sensor Recording

The process of collecting and recording electromagnetic radiation by the remote sensor.

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Data Processing

The steps involved in transforming sensor data into images (visual and/or digital) and analysis.

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Resolution (in RS)

The level of detail that can be observed in the data in Remote Sensing like how small an area on the ground can be seen.

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Resolution Types (RS)

Different types of detail captured include spatial, spectral, and radiometric resolution.

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Passive Remote Sensing

Remote sensing techniques that rely on existing electromagnetic radiation from the sun or other natural sources.

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Active Remote Sensing

Remote sensing techniques that emit their own energy source to illuminate the target and then measure the reflected or scattered energy.

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Spectral Resolution

The ability of a sensor to distinguish between narrow bands of electromagnetic radiation.

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Spatial Resolution

The smallest ground area that can be distinguished in an image.

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Radiometric Resolution

The ability of a sensor to differentiate between the intensity of electromagnetic radiation.

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Remote Sensing Application

Utilizing extracted information from remote sensing imagery to solve problems, gain insights or understand a target.

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Data Acquisition in Remote Sensing

The process of collecting remote sensing data, involving both in situ measurements and remote sensing data collection.

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Remote Sensing Process

A structured approach to problem-solving involving data acquisition, analysis, and information presentation using remote sensing techniques.

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What is GIS?

A system that collects, stores, manages, analyzes, and displays geographically referenced data. It helps understand patterns and relationships in spatial information.

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What is a key component of GIS?

Spatial data is the core element that distinguishes GIS from other information systems. It's data linked to a specific location on the earth.

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What is spatial data?

Information tied to a specific geographic location like boundaries, roads, or buildings.

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What is attribute data?

Data related to spatial data. It describes features such as population density, soil type, or building height.

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What are the advantages of GIS?

GIS offers benefits like reducing data redundancy, integrating data from different sources, maintaining data consistency, updating data easily, storing and retrieving data efficiently, and processing data for analysis and modeling.

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How does GIS relate to other fields?

GIS combines elements from geography, cartography, computer graphics, surveying, photogrammetry, remote sensing, and space technology.

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What are the main components of GIS?

GIS systems consist of hardware (computers), software (geo-processing engine), data (spatial and attribute), people (GIS professionals), and procedures for managing the system.

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What are the challenges of using GIS?

Geographic data is expensive to collect, store and manipulate. Large amounts of data are needed for quality studies. Data collection costs more than hardware and software.

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Quantitative Map

A map that displays numerical information about spatial data, such as population density, crop production, or income levels.

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Choropleth Map

A type of quantitative map that uses different shades or patterns to represent the magnitude of a variable in different areas.

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Isopleth Map

A quantitative map that uses lines to connect points of equal value, often used to represent elevation or temperature.

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Map Scale

A ratio representing the relationship between distances on a map and corresponding distances on Earth's surface.

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Representative Fraction (RF) Scale

A map scale expressed as a ratio, such as 1:50,000, meaning 1 unit on the map represents 50,000 units on the ground.

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What is spatial modeling?

The process of manipulating and analyzing geographic data to solve complex problems.

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Why is spatial modeling important?

It helps identify relationships between spatial features, providing insights for decision-making.

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What are the steps in spatial modeling?

  1. Define the problem. 2. Simplify the problem. 3. Gather the necessary data.
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What is Eliminate (in GIS)?

A tool that merges polygons in a layer based on shared borders or area. Used to remove thin slivers created during overlays.

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What is Dissolve (in GIS)?

Merges adjacent polygons or lines in a layer that share the same User ID.

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What is Buffer (in GIS)?

Creates buffer polygons around features in a layer, expanding or shrinking their boundaries.

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Internal Buffer vs. External Buffer

Internal buffer: Creates a buffer zone inside the feature, like a shrinking effect. External buffer: Creates a buffer zone outside the feature, like an expanding effect.

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Single Layer Operations

GIS operations that process data within a single layer, modifying the geometry of features.

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Raster Value

A piece of information stored for each pixel, representing the value at that location. All cells within the same zone share the same value.

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Raster Location

The position of a pixel within a raster is generally defined by an ordered pair of coordinates (row and column numbers), identifying its location within the geographic space.

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What determines the value of a pixel in a raster?

The type of values in a raster depends on the map being coded. For example, a remote-sensing image may have 8-bit values (0-255), while a digital terrain model (DTM) might use real numbers.

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Raster Operations

The processes involved in handling and manipulating raster data. These include inputting data, general management functions, performing operations on layers, outputting data, and displaying the results.

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Basic Raster Display

The simplest way to display raster data is by assigning a unique color to each integer value. A legend explains the meaning of each color.

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Local Raster Operations

Operations on raster data where the value of a new pixel depends only on the values of the same pixel in the input layers. Neighboring or distant pixels have no influence.

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Regrouping Operation

A local operation that assigns a new value to each unique value in the input layer. Useful when the number of unique values is small.

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How are raster operations used?

Raster operations are vital for analyzing and visualizing geographic information. They allow us to extract insights, understand patterns, and make informed decisions based on raster data.

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Study Notes

Remote Sensing and GIS

  • Remote sensing is the science of acquiring information about the Earth's surface without physical contact.
  • It involves sensing and recording reflected or emitted energy.
  • Remote sensing processes include: illumination source, radiation from atmosphere, interaction with the target, recording of energy by the sensor, transmission, reception, processing, interpretation and analysis and application.
  • Remote sensing has applications in agriculture, bathymetry, cartography, climatology, coastal erosion, disaster monitoring, forestry, glaciology, geology, oceanography, meteorology, pollution monitoring, and snow resources. It is used for urban mapping, infrastructure/construction management, and water resources mapping and monitoring.

Outline of talk

  • Part One: Basics of Remote Sensing and GIS
  • Part Two: Applications of Remote Sensing and GIS

Resolutions

  • Spatial Resolution: measure of detail in an image, how closely lines can be resolved.
  • Spectral Resolution: width of the spectral band.
  • Radiometric Resolution: fineness of representing intensity differences. Expressed in bits.
  • Temporal Resolution: revisit time.

Software for RS and GIS

  • ERDAS Imagine
  • PCI Geomatica
  • Idrisi (for window)
  • GRASS
  • ENVI
  • ILWIS
  • MapInfo
  • Arc GIS
  • QGIS
  • Intergraph
  • GRAM++

Stages in Remote Sensing

  1. Electromagnetic energy reflected/emitted by Earth surface features
  2. Received by remote sensors
  3. Converted to electrical signals
  4. Converted to digital form
  5. Transmitted to ground station
  6. Organized data on CDs/DVDs
  7. Distributed to users
  8. Analyzed by users producing information

Remote Sensing Process

  1. Problem Statement
  2. Data Acquisition
  • In-situ measurements (GPS, biomass, soil moisture, spectro-radiometer, etc.)
  • Remote Sensing Data (passive and active remote sensing)
  1. Data Analysis
  • Visual interpretation
  • Digital Image Processing
  • Scientific Visualization
  1. Information Presentation

Basis of Remote Sensing

  • Different terrain objects/phenomena radiate/reflect electromagnetic energy differently at different wavelengths.
  • Interaction with terrain features generates multispectral responses at different wavelengths.
  • Images are available with various resolutions for different purposes.

Orbits of Satellites

  • Polar orbit: altitude ~705 km (nominal)
  • Inclination - 98.2Ëš
  • Time of Day-9:45 A.M
  • Orbit period - 98.9 min
  • Geo-Synchronous Orbit: 36000 km
  • Spectral bands VIS 0.55-0.75 μm, IR 10.5-12.5 μm.
  • Resolution at sub-satellite point: VIS 2 km, IR 8 km.
  • Data rate: 526.5 kbs

Digital Image Processing

  • Image rectification: geometric correction
  • Image enhancement: contrast manipulation
  • Image classification: supervised/unsupervised classification, NDVI (NIR-Red/(NIR+Red))
  • Post-classification smoothing: majority filter
  • Accuracy assessment: Kappa coefficient

Steps in Digital Image Processing

  • Image Acquisition
  • Image Corrections
  • Image Enhancement
  • Feature Selection
  • Image Transforms
  • Final Interpretation

Data Sources in GIS

  • Analog Maps
  • Topographic Maps
  • Aerial Photographs
  • Satellite Images
  • Ground Surveys
  • Ground Surveys with GPS
  • Government of India - Primary Survey Depts.
  • State Government - Primary Survey Depts.
  • City, Town, and Village level maps and Records
  • Reports and Publications

What Does a GIS Do?

  • Location - What is at a given location?
  • Condition - Where does it occur?
  • Routing - What is the best way?
  • Trend - What has changed?
  • Pattern - What is the pattern?
  • Modeling - What happens if?

Reasons for Success of GIS

  • Great proliferation of information about cultural and natural environments.
  • Remote sensing satellites and other data sources provide large amounts of digital data with geographical references.
  • High commercial applications.
  • Addresses global, national, local, social and scientific problems.
  • Rapid reduction of computer hardware and software costs.

Development of GIS Applications

  • Initial phase: assembling, organizing and understanding inventories. (e.g., forest resources maps, soil types, utility networks)
  • Second phase: data queries, e.g., location questions, condition questions, and simple analyses
  • Third phase: decision support systems for complex analytical operations involving several layers and statistical/spatial techniques. (e.g. determining land suitability for a retail store or monitoring regional changes).

GIS Data Model

  • Data Model - set of guidelines for logical representation of data, consisting of logical units and relationships.
  • Raster Model - divides study area into regular grid cells (e.g., soil layers, elevation)
  • Vector Model - represents features (points, lines, or polygon areas) using coordinates.

Typical Spectral Reflectance curve

  • For water, vegetation, and bare soil. Reflectance (%) plotted against Wavelength (µm).

Other Relevant Information

  • Flood Simulation: showing flood stages (e.g., 1 m, 2 m, 3 m, 4 m, 5 m, 6 m, 8 m, 10 m, 12 m, 14 m, 16 m)
  • Thermal infrared image: obtained using a linescanning radiometer (e.g., 8-13 micron band).

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