MindMap Gallery Principles of Remote Sensing Chapter 2 Physical Basis of Remote Sensing
This is a mind map about Chapter 2 of Principles of Remote Sensing, the physical basis of remote sensing, including electromagnetic spectrum and electromagnetic radiation, light and color vision, radiation emission characteristics of objects, the influence of the atmosphere on solar radiation, etc.
Edited at 2024-03-26 10:55:11This Valentine's Day brand marketing handbook provides businesses with five practical models, covering everything from creating offline experiences to driving online engagement. Whether you're a shopping mall, restaurant, or online brand, you'll find a suitable strategy: each model includes clear objectives and industry-specific guidelines, helping brands transform traffic into real sales and lasting emotional connections during this romantic season.
This Valentine's Day map illustrates love through 30 romantic possibilities, from the vintage charm of "handwritten love letters" to the urban landscape of "rooftop sunsets," from the tactile experience of a "pottery workshop" to the leisurely moments of "wine tasting at a vineyard"—offering a unique sense of occasion for every couple. Whether it's cozy, experiential, or luxurious, love always finds the most fitting expression. May you all find the perfect atmosphere for your love story.
The ice hockey schedule for the Milano Cortina 2026 Winter Olympics, featuring preliminary rounds, quarterfinals, and medal matches for both men's and women's tournaments from February 5–22. All game times are listed in Eastern Standard Time (EST).
This Valentine's Day brand marketing handbook provides businesses with five practical models, covering everything from creating offline experiences to driving online engagement. Whether you're a shopping mall, restaurant, or online brand, you'll find a suitable strategy: each model includes clear objectives and industry-specific guidelines, helping brands transform traffic into real sales and lasting emotional connections during this romantic season.
This Valentine's Day map illustrates love through 30 romantic possibilities, from the vintage charm of "handwritten love letters" to the urban landscape of "rooftop sunsets," from the tactile experience of a "pottery workshop" to the leisurely moments of "wine tasting at a vineyard"—offering a unique sense of occasion for every couple. Whether it's cozy, experiential, or luxurious, love always finds the most fitting expression. May you all find the perfect atmosphere for your love story.
The ice hockey schedule for the Milano Cortina 2026 Winter Olympics, featuring preliminary rounds, quarterfinals, and medal matches for both men's and women's tournaments from February 5–22. All game times are listed in Eastern Standard Time (EST).
Principles of Remote Sensing Chapter 2 Physical Basis of Remote Sensing
1. Electromagnetic spectrum and electromagnetic radiation
electromagnetic waves
The concept of waves: Waves are the propagation of vibrations in space.
RS refers to electromagnetic wave remote sensing
Electromagnetic wave is a transverse wave
Can be spread without media
propagating at the speed of light
Wave-particle duality - the shorter the wavelength, the more obvious the particle characteristics are, and vice versa.
The reason why remote sensing can judge ground objects and natural phenomena based on collected electromagnetic waves is because all objects have completely different electromagnetic wave reflection or emission radiation characteristics due to their different types, characteristics and environmental conditions.
electromagnetic spectrum
The chart made by arranging the wavelengths of electromagnetic waves is called the electromagnetic spectrum.
The order is: γ rays - X rays - ultraviolet rays - visible light - infrared rays - microwaves - radio waves.
Measurement of electromagnetic radiation
Radiation energy (W): The energy of electromagnetic radiation, unit: J.
Radiation flux (Φ): Radiation energy passing through a certain area per unit time, unit: W.
Radiation flux density (E): Radiation energy passing through unit area per unit time, unit: W/m2
Irradiance (I): Radiation flux per unit area of the surface of the radiated object, unit: W/m2
Radiation exit (M): Radiation flux per unit area of the surface of the radiation source object, unit: W/m2.
Solar constant 1367±7 W/m2
Radiant brightness (L): The radiation flux of the radiation source in a certain direction, unit projection surface, unit solid angle, unit W/(sr·m2)
light and color vision
Achromatic object: An object that has no difference in absorption or reflection of each band.
Colored objects Colored objects have the ability to decompose incident white light and selectively absorb and reflect it. Compared with the incident light, the reflected light at this time not only weakens in intensity, but also changes its spectral composition, that is, the reflected light becomes a color light with a different ratio of radiation intensity in each band of the incident light, resulting in the object showing color.
Color characteristics
color
Also called hue, it refers to the category of color. It is the characteristic that distinguishes colors from each other.
The hue of an object depends on the spectral composition and intensity of the light source, the proportion of radiation of each wavelength reflected or transmitted by the surface of the object, and the perception of the dominant wavelength on the human eye.
saturation
Saturation refers to the purity of color. It indicates the degree of concentration of a color.
Generally speaking, the brighter the color, the greater the saturation; otherwise, the saturation is low. The various spectral colors in the visible spectrum are the most saturated colors. The change in saturation depends on the proportion of white light mixed into the spectral color. The more white light is mixed into the spectral color, the less saturated it will be.
brightness
Brightness refers to the lightness or darkness of a color, which is determined by the radiation intensity of the luminous body or the light reflectivity of the object's surface. The higher the reflectivity, the higher the brightness.
Achromatic colors only differ in brightness, without the two characteristics of hue and saturation.
Basic principles of color synthesis
The selection condition of the three primary colors is that any one of the three primary colors cannot be mixed by the addition of the other two; the method of using them to synthesize colors is simple and stable, and more colors can be synthesized. Red (R)——0.7um Green (G)——0.5461um Blue (B)——0.4358um
Radiation properties emitted by an object
black body radiation
absolute black body
Objects absorb all electromagnetic radiation of any wavelength at any temperature (that is, the absorption coefficient is always equal to 1).
Black body radiation law--Planck's formula
Object radiation is a continuous function of wavelength and temperature
Black body radiation law - Stefan-Boltzmann law
The higher the temperature of an object, the stronger its radiation ability.
Black body radiation law--Wien's displacement law
The higher the temperature of the black body, the peak wavelength corresponding to the radiation maximum moves toward the shortwave direction. The wavelength (max) of the strongest part of its radiation is shorter.
inference
The higher the temperature of the object, the shorter the wavelength of the maximum radiation energy. As the temperature of the object continues to increase, the maximum radiation wavelength shifts from long to short.
Solar radiation is short-wave radiation, and radiation from people, the ground, and the atmosphere is long-wave radiation.
The radiant flux density varies continuously with wavelength, and each curve has only one maximum value.
The higher the temperature, the greater the radiation flux density, and the curves at different temperatures are different.
As the temperature increases, the wavelength corresponding to the maximum radiation shifts toward shortwave.
Radiation emitted by real objects
Sun radiation
The solar spectrum is closest to the black body radiation of 5777K (6000K)
The energy of solar radiation is mainly concentrated in visible light, of which the visible light energy between 0.38 and 0.76 µm accounts for 46% of the total solar radiation energy, and the maximum radiation intensity is located at a wavelength of about 0.47 µm;
The solar radiation reaching the ground is mainly concentrated in the 0.3-3.0 µm band, including near-ultraviolet, visible light, near-infrared and mid-infrared;
The attenuation of each band is uneven.
Solar radiation passing through the atmosphere is greatly attenuated;
earth radiation
Earth radiation is equivalent to black body radiation close to 300K
artificial radiation source
Atmospheric effects on solar radiation
Atmospheric effects
Levels and composition of the atmosphere
Troposphere: 7 to 12 km. The temperature decreases with altitude and the weather changes frequently. Aviation remote sensing is mainly in this layer.
Stratosphere: 12 to 50 km. The bottom is the stratosphere (aviation remote sensing active layer). Above the stratosphere, the temperature gradually increases due to the strong absorption of ultraviolet rays by the ozone layer.
Ionosphere: 50 to 1,000 km. O2 and N2 in the atmosphere are ionized by ultraviolet irradiation and are transparent to the remote sensing band. It is the active space of land satellites.
Outer layer of atmosphere: 800~35,000 km. The air is extremely thin and has basically no impact on satellites.
atmospheric composition
Gas: N2, O2, H2O, CO2, CO, CH4, O3 constant components (N2, O2, CO2), variable components (water vapor, aerosol)
Atmospheric absorption
The effect of oxygen on electromagnetic waves is in the range other than ultraviolet light (<0.2um).
Ozone has a strong ability to absorb electromagnetic waves less than 0.3um (<0.3um)
Carbon dioxide: 2.8, 4.3, 14.5um strong absorption bands
Water vapor: mainly concentrated in infrared and microwave bands
atmospheric scattering
The concept of scattering: a phenomenon in which electromagnetic waves deviate from their original propagation direction after the interaction between electromagnetic waves and matter.
Different from absorption, it only changes the direction of propagation and cannot be converted into internal energy.
Atmospheric scattering is the main cause of solar radiation attenuation.
For remote sensing images, it reduces the quality of data received by the sensor, causing the image to be blurry.
Scattering mainly occurs in the visible light region.
Rayleigh scattering (molecular scattering): d <<λ
Rayleigh scattering: Scattering that occurs when the size of gas molecules is much smaller than the wavelength of light waves, it is small particle scattering.
Typical characteristics of Rayleigh scattering: the scattered light intensity is inversely proportional to the fourth power of the wavelength.
Mie scattering (aerosol scattering): d ≈ λ
Mie scattering: Scattering that occurs when the diameter of aerosol particles, cloud droplets, rain cloud droplets, etc. in the atmosphere is comparable to or larger than the wavelength of the incident light.
Characteristics of Mie scattering
Electromagnetic waves can penetrate the surface of the medium and penetrate deep into the interior of the scattering particles.
Mainly caused by particles in the air, such as smoke, dust, small water droplets and aerosols.
Mie scattering has a greater impact on electromagnetic waves with longer wavelengths than Rayleigh scattering.
why is the sky blue
Sunlight is composed of seven colors: red, orange, yellow, green, cyan, indigo, and violet. The wavelengths of light of these seven colors are different. Dust and other particles in the atmosphere scatter blue light more than other photons with longer wavelengths.
The wavelength range of visible light is 380nm (blue-violet light) to 760nm (red light). The wavelength of the red end is 1.75 times the wavelength of blue-violet light. Therefore, the scattering intensity of blue-violet light is close to 10 times the scattering intensity of red light, and because the human eye is not sensitive to violet light. Too sensitive, the sky we see is blue.
Why are morning glow and sunset glow red?
Characteristics of atmospheric scattering
The population scattering intensity is the linear sum of the individual scattering intensities.
The relationship between atmospheric scattering coefficient and altitude
The atmospheric scattering coefficient consists of two parts: molecular scattering and aerosol scattering.
Aerosol particle density decays exponentially with height.
In terms of average conditions, aerosol Mie scattering below 4km is dominant, and molecular scattering above 4km is relatively dominant.
atmospheric window
Concept: When solar radiation is transmitted through the atmosphere, reflection, absorption and scattering jointly attenuate the radiation intensity, and the remaining part is the transmitted part.
Each band of solar radiation is affected by attenuation in different degrees, so the transmittance of each band is also different.
When electromagnetic waves pass through the atmosphere, they are less reflected, absorbed and scattered, and the band with higher transmittance is called the atmospheric window. (Part used for earth remote sensing)
Quantitative analysis of atmospheric transmission
In the visible and near-infrared bands, 30% of solar radiation is reflected by clouds or other particles, 22% is scattered, 17% is absorbed, and 31% of the energy reaches the ground.
Reflected radiation properties of objects
Reflectivity
The interaction between solar radiation reaching the ground and the surface P0 Reflection Pρ Absorption Pa Transmission Pt P0= Pρ Pa Pt
Reflectivity ρ= Pρ/ P0×100%
Reflection spectrum
Scattering properties of microwaves