Podcast
Questions and Answers
Match the following terms related to passive microwave remote sensing with their correct explanations:
Match the following terms related to passive microwave remote sensing with their correct explanations:
Microwave Radiometry = Measures emitted microwave energy from surfaces Brightness Temperature (TB) = Measurement of radiation from a blackbody Passive Microwave Remote Sensing = Remote sensing technique independent of solar radiation Low Frequency Microwaves = Penetrate clouds and vegetation for measurements
Match the following advantages of passive microwave remote sensing with their respective descriptions:
Match the following advantages of passive microwave remote sensing with their respective descriptions:
Cloud Penetration = Can be used in any type of weather Soil Moisture Measurement = Ability to partially penetrate vegetation Soil Depth Detection = Information obtained from emitted signatures of soil Vegetation Properties = Derived from signatures affected by vegetation absorption
Match the following applications of passive microwave remote sensing with their areas of use:
Match the following applications of passive microwave remote sensing with their areas of use:
Weather Measurement = Utilizes microwave sensors for atmospheric data Soil Studies = Focuses on moisture and depth analysis Vegetative Analysis = Properties extracted from the interaction with vegetation General Remote Sensing = Applicable during day and night conditions
Match the following types of surfaces with their characteristics in microwave remote sensing:
Match the following types of surfaces with their characteristics in microwave remote sensing:
Match the following concepts of passive microwave remote sensing with their key points:
Match the following concepts of passive microwave remote sensing with their key points:
Match the disadvantage of passive microwave remote sensing with its description:
Match the disadvantage of passive microwave remote sensing with its description:
Match the popular satellite with its sensor type:
Match the popular satellite with its sensor type:
Match the relationship between emissivity and soil moisture:
Match the relationship between emissivity and soil moisture:
Match the concept to the type of microwave system:
Match the concept to the type of microwave system:
Match the component to its function in Radio Detection and Ranging:
Match the component to its function in Radio Detection and Ranging:
Match the influence of wavelength to its effect:
Match the influence of wavelength to its effect:
Match the parameter to its significance in microwave remote sensing:
Match the parameter to its significance in microwave remote sensing:
Match the term to its definition in remote sensing:
Match the term to its definition in remote sensing:
Match the RADAR interaction terms with their correct descriptions:
Match the RADAR interaction terms with their correct descriptions:
Match the terms with their influences on RADAR imagery:
Match the terms with their influences on RADAR imagery:
Match the RADAR effects with their characteristics:
Match the RADAR effects with their characteristics:
Match the following RADAR system parameters with their impact:
Match the following RADAR system parameters with their impact:
Match the RADAR phenomena with their definitions:
Match the RADAR phenomena with their definitions:
Match the effects of terrain parameters on RADAR signals:
Match the effects of terrain parameters on RADAR signals:
Match the backscatter brightness conditions with angles:
Match the backscatter brightness conditions with angles:
Match the following pairs of RADAR interactions and their outcomes:
Match the following pairs of RADAR interactions and their outcomes:
Match the following RADAR target interactions with their descriptions:
Match the following RADAR target interactions with their descriptions:
Match the following scattering mechanisms with their characteristics:
Match the following scattering mechanisms with their characteristics:
Match the following effects of permittivity on microwave penetration:
Match the following effects of permittivity on microwave penetration:
Match the surface types with their reflective behaviors:
Match the surface types with their reflective behaviors:
Match the RADAR observations with their corresponding effects based on microwave wavelengths:
Match the RADAR observations with their corresponding effects based on microwave wavelengths:
Match the following descriptions with their associated terms in RADAR remote sensing:
Match the following descriptions with their associated terms in RADAR remote sensing:
Match the terms related to RADAR sensor interactions with their definitions:
Match the terms related to RADAR sensor interactions with their definitions:
Match the following surface conditions with their corresponding RADAR interactions:
Match the following surface conditions with their corresponding RADAR interactions:
Match the following Key Principles with their respective technologies:
Match the following Key Principles with their respective technologies:
Match the following Applications with their respective technologies:
Match the following Applications with their respective technologies:
Match the following Applications' specific uses with the technology they apply to:
Match the following Applications' specific uses with the technology they apply to:
Match the following Machine Learning algorithms with their applications:
Match the following Machine Learning algorithms with their applications:
Match the following Terms with their definitions:
Match the following Terms with their definitions:
Match each drone characteristic with its advantage:
Match each drone characteristic with its advantage:
Match the following Key Principles with their descriptions:
Match the following Key Principles with their descriptions:
Match the following technologies with their primary focus area:
Match the following technologies with their primary focus area:
Match the following spaceborne synthetic aperture RADAR satellites with their primary application:
Match the following spaceborne synthetic aperture RADAR satellites with their primary application:
Match the following characteristics of hyperspectral remote sensing to their descriptions:
Match the following characteristics of hyperspectral remote sensing to their descriptions:
Match the following applications of hyperspectral remote sensing to their appropriate fields:
Match the following applications of hyperspectral remote sensing to their appropriate fields:
Match the following concepts with their appropriate technologies:
Match the following concepts with their appropriate technologies:
Match the following principles of remote sensing with their descriptions:
Match the following principles of remote sensing with their descriptions:
Match the following applications with their correct use case:
Match the following applications with their correct use case:
Match the following statements with their corresponding key differences:
Match the following statements with their corresponding key differences:
Match the following features of LiDAR with their descriptions:
Match the following features of LiDAR with their descriptions:
Flashcards
Brightness Temperature (TB)
Brightness Temperature (TB)
The amount of microwave radiation emitted by a hypothetical blackbody at a specific wavelength.
Passive Microwave Remote Sensing
Passive Microwave Remote Sensing
A type of remote sensing that measures the naturally emitted microwave radiation from objects on Earth's surface.
Penetration Advantage of Microwave Remote Sensing
Penetration Advantage of Microwave Remote Sensing
Microwave radiation can penetrate clouds and some vegetation, allowing for measurements in various weather conditions and through some cover.
Soil Moisture and Depth Measurement
Soil Moisture and Depth Measurement
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Day and Night Monitoring
Day and Night Monitoring
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Instantaneous Field of View (IFOV)
Instantaneous Field of View (IFOV)
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Emissivity
Emissivity
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Radio Detection And Ranging (RADAR)
Radio Detection And Ranging (RADAR)
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Backscatter
Backscatter
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Influence of Wavelength
Influence of Wavelength
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Brightness Temperature and Soil Moisture
Brightness Temperature and Soil Moisture
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Incidence Angle
Incidence Angle
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Layover
Layover
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Shadowing
Shadowing
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Foreshortening
Foreshortening
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Ascending vs. Descending Passes
Ascending vs. Descending Passes
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RADAR System Parameters & Terrain
RADAR System Parameters & Terrain
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All-Weather Satellite
All-Weather Satellite
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Look Direction
Look Direction
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Shadowing in RADAR
Shadowing in RADAR
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Permittivity in RADAR
Permittivity in RADAR
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Specular Reflection
Specular Reflection
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Diffuse Reflection
Diffuse Reflection
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Double Bounce Scattering
Double Bounce Scattering
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Volume Scattering
Volume Scattering
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Surface Roughness in RADAR
Surface Roughness in RADAR
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Scattering Mechanisms in RADAR
Scattering Mechanisms in RADAR
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Synthetic Aperture Radar (SAR)
Synthetic Aperture Radar (SAR)
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RADARSAT Constellation
RADARSAT Constellation
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Hyperspectral Remote Sensing
Hyperspectral Remote Sensing
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Spectral Signature
Spectral Signature
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Detailed Analysis (Hyperspectral)
Detailed Analysis (Hyperspectral)
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LiDAR (Light Detection And Ranging)
LiDAR (Light Detection And Ranging)
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Active Remote Sensing
Active Remote Sensing
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Passive Remote Sensing
Passive Remote Sensing
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Point Cloud
Point Cloud
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Topographic Mapping with LiDAR
Topographic Mapping with LiDAR
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GNSS-R (Global Navigation Satellite Systems Reflectometry)
GNSS-R (Global Navigation Satellite Systems Reflectometry)
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Bistatic Radar
Bistatic Radar
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Drones in Remote Sensing
Drones in Remote Sensing
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Machine Learning
Machine Learning
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Machine Learning in Remote Sensing
Machine Learning in Remote Sensing
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Study Notes
Passive Microwave Remote Sensing
- Passive microwave sensors detect microwave energy emitted from all natural surfaces and the atmosphere.
- Brightness temperature (TB) is used to measure the radiation.
- TB is a descriptive measurement of a hypothetical blackbody emitting an identical amount of radiation at a specific wavelength.
Advantages of Passive Microwave Remote Sensing
- Microwave signals can pass through clouds, enabling measurements regardless of weather conditions.
- Microwaves at low frequencies can partially penetrate vegetation, allowing soil moisture measurements in vegetated areas.
- Microwave signals can penetrate soil surfaces, providing information about soil depth.
- Microwave signals' interaction with vegetation provides information about vegetation properties.
- Measurements are independent from solar radiation, thus possible during both day and night.
Disadvantages of Passive Microwave Remote Sensing
- Passive microwave sensors have larger instantaneous field of view compared to visible or active microwave sensors.
- This results in lower spatial resolution for detailed measurements.
Popular Satellites
- Spectral Sensor Microwave Imagery (SSM/I)
- Advanced Microwave Scanning Radiometer (AMSR, AMSR2)
- Tropical Rainfall Measuring Mission (TRMM) Microwave Imager (TMI)
Surface Interactions (Bare Soil)
- Emissivity and volumetric soil moisture are closely related.
- Emissivity decreases as volumetric soil moisture increases.
Brightness Temperature Curve & Soil Moisture
- Brightness temperature curves follow the same pattern as emissivity curves.
- Soil temperature increases/decreases with changes in relative temperature (Tb). But this is not affected by soil moisture.
Surface Interactions (Sea Ice)
- Microwave emission variations are influenced by ice type (first-year, multi-year, or open water).
- Different ice types have different emissivities, which affect the observed brightness temperatures.
- These differences are used to identify and map different types of sea ice.
Active Microwave Sensing
- Sensors emit their own microwave radiation.
- Energy interacts with the target, and reflected energy is measured.
- The sensor measures the returned energy and the time delay to determine the target's distance.
- Includes radar and SAR systems.
Radar Backscatter Coefficient (σ)
- Denoted as σ.
- Illustrates influences of terrain on radar/SAR signals.
- Represents the part of the transmitted signal returning to the antenna from a target per unit area of ground.
- Affected by terrain characteristics (roughness and moisture).
- Determined by the amount of energy reflected back to the sensor in a cell.
RADAR Target Interactions (Viewing and Geometry)
- Local surface orientation strongly affects backscatter, with darker signals at higher incidence angles.
- Look direction impacts radar imagery.
- RADAR is not sun-synchronous.
Important Considerations for Comparing Images
- Images from ascending and descending sensor passes will differ due to geometric distortions.
- Foreshortening and layover can affect the appearance of imagery, creating compressed or overlapped areas for various surfaces and slopes.
RADAR Target Interactions (Surface Roughness)
- Smooth surfaces act as specular reflectors.
- Rough surfaces behave as diffuse reflectors.
- Viewing angle (incidence angle) affects how smooth or rough a surface appears to the sensor.
RADAR Target Interactions (Permittivity)
- Permittivity describes a material's ability to become polarized in an applied electric field (microwave).
- Moisture content influences permittivity: Higher moisture = higher permittivity, which leads to less signal penetration.
RADAR Target Interactions (Scattering Mechanisms)
- Surface scattering is associated with flat surfaces; double bounces are minimal.
- Double bounce scattering is associated with urban buildings.
- Volume scattering happens for materials like snow with low permittivity.
Microwave Platforms and Applications
- Examples of spaceborne synthetic aperture radar satellites: RADARSAT Constellation, TerraSAR-X, Sentinel-1.
- Applications: Fire disturbance, Arctic sea ice extent, European Alps monitoring.
Hyperspectral Remote Sensing
- Captures images across a wide range of electromagnetic spectrum.
- Images have contiguous, narrow bands.
- Produces data cubes.
- Useful for detailed analysis of surface characteristics.
LIDAR
- Stands for Light Detection and Ranging.
- Uses active remote sensing (lasers) to measure distances and create 3D representations of terrain.
- Creates point clouds.
- Applications include topographic mapping, forestry, and biomass estimation.
GNSS-R
- Uses reflected signals from GNSS satellites to derive surface characteristics.
- Techniques include bistatic radar and signal processing to derive delay-Doppler maps.
- Applications include: ocean surface monitoring, soil moisture estimation, ice and snow cover monitoring.
High Quality/Spatial Resolution and Applications
- High quality and high spatial resolution in precision agriculture applications.
- Machine learning in remote sensing can increase accuracy.
- Examples of machine learning methods: Support Vector Machine, Random Forest, Linear Regression.
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