principles and techniques of remote sensingee157/lecture_note/class2.pdf · introduction to the...
TRANSCRIPT
2-1
EE/Ae 157a
Introduction to the Physics and Techniques of
Remote Sensing
Week 2: Nature and Properties of Electromagnetic
Waves
2-2
TOPICS TO BE COVERED
• Fundamental Properties of Electromagnetic Waves
– Electromagnetic Spectrum, Maxwell’s Equations, Wave Equation,
Quantum Properties of EM Radiation, Polarization, Coherency, Group
and Phase Velocity, Doppler Effect
• Nomenclature and Definition of Radiation Quantities
– Radiation Quantities, Spectral Quantities, Luminous Quantities
• Generation of Electromagnetic Radiation
• Detection of Electromagnetic Radiation
• Overview of Interaction of EM Waves with Matter
• Interaction Mechanisms Throughout the Electromagnetic
Spectrum
2-3
ELECTROMAGNETIC SPECTRUM
2-4
MAXWELL’S EQUATIONS
0
0
0
0
B
E
ED
HB
JD
H
BE
r
r
t
t
2-5
WAVE EQUATION
EEE
E
HE
2
2
2
00
0
t
t
rr
r
2E 0 r0r
2E
t2 0
From Maxwell’s Equations, we find:
This is the free-space wave equation
2-6
SOLUTION TO THE WAVE EQUATION
2E
2
cr
2 E 0
For a sinusoidal field, the wave equation reduces to
The solution to this equation is of the form
E Aei kr t
The speed of light is given by
cr 1
0 r 0r
c0
r r
2-7
QUANTUM PROPERTIES OF EM RADIATION
• Maxwell’s equations describe mathematically smooth motion of
fields.
• For very short wavelengths, it fails to describe certain significant
phenomena when the wave interacts with matter.
• In those cases, a quantum description is more appropriate.
• In this description, the EM radiation is presented by a quantized
burst with energy Q proportional to the frequency of the wave:
• The energy in the wave train is delivered to a receiver on a
probabilistic basis
• Only when a large number of wave trains are present, will the
overall average effect be described by Maxwell’s equations
Q h; h Planck' s constant 6.626 1034
Joules/second
2-8
WAVE POLARIZATION
vyy
hxx
v
i
vh
i
h tkzAE
tkzAEeAeA vh
cos
coseeA
From the solution to the wave equation, we can write
This can be written as
vhvh
v
v
h
h
v
v
h
h
A
E
A
E
A
E
A
E
2
22
sincos2
This is the expression of an ellipse, and the wave is said to be
elliptically polarized
2-9
POLARIZATION ELLIPSE
v
av
ah
POLARIZATION
ELLIPSE
MAJOR
AXIS
MINOR
AXIS
h
2-10
SPECIAL POLARIZATIONS
m ; m 0,1, 2,
When
the wave is said to be linearly polarized. In this case, the ellipse
collapses to form a line.
When
Ax Ay and m 2, m 1,2,
the wave is said to be circularly polarized.
2-11
HORIZONTAL (LINEAR) VERTICAL (LINEAR)
RIGHT-HAND CIRCULAR LEFT-HAND CIRCULAR
SPECIAL POLARIZATIONS
2-12
Stokes Parameters
2 20
2 21
2
3
2 cos
2 sin
h v
h v
h v h v
h v h v
S a a
S a a
S a a
S a a
1 0
2 0
3 0
cos 2 cos 2
cos 2 sin 2
sin 2
S S
S S
S S
Another way to describe the polarization of a wave, particularly appropriate for the case of partially polarized waves, is through
the use of the Stokes parameters of the wave. For a monochromatic wave, these four parameters are defined as
Note that for such a fully polarized wave, only three of the Stokes parameters are independent, since
Using the relations between the ellipse orientation and ellipticity angles and the wave amplitudes and relative phases, it
can be shown that the Stokes parameters can also be written as
2 2 2 20 1 2 3S S S S
,
These relations lead to a simple geometric interpretation of polarization states. The Stokes parameters can be regarded as
the Cartesian coordinates of a point on a sphere, known as the Poincaré sphere, of radius 0S
2-13
Poincare Sphere
2
2
Linear
Polarization
(Horizontal)
Right-Hand
Circular
Left-Hand
Circular
Linear
Polarization
(Vertical)
1S
0S
3S
2S
2-14
COHERENCY
• The coherence time of two waves of frequency n and nDn is the
time after which the waves are out of phase by exactly one cycle
• The coherence length is defined as:
• If two waves are coherent, there is a systematic relationship
between their instantaneous amplitudes.
nDt 1 n Dn Dt DnDt 1 Dt 1
Dn
Dl cDt c
Dn
2-15
COHERENCY
• Assume the total electric field is the sum of two component fields:
• The average power is
• If the two waves are incoherent, then
• If the waves are coherent, then
E t E1 t E2 t
P ~ E2
t E1
2t E2
2t 2 E1 t E2 t
E1 t E2 t 0 P P1 P2
E1 t E2 t 0 P P1 P2 or P P1 P2
2-16
Example of Coherence
2-17
PHASE VELOCITY
• The phase velocity of a wave is the velocity at which a constant
phase front progresses
D kDz Dt 0 Dz
Dt v p
k
vpDt
z
2-18
GROUP VELOCITY
• The group velocity is the velocity at which a plane of constant
amplitude progresses
• In the limit, this becomes
E z,t Aei k Dk z D t
Aei kDk z D t
2 Aei kz wt
cos Dkz Dt
DkDz DDt 0 Dz
Dt vg
D
Dk
z
vgDt
vg
k
2-19
PHASE vs GROUP VELOCITY
• Group velocity represents the velocity at which energy is
transported by a wave
• As such, the group velocity must be less than or equal to the
speed of light
• For certain media, the phase velocity can be greater than the
speed of light
• For non-dispersive media, the group and phase velocity are the
same and equal to the speed of light
ck
v p
k c
vg
k c
2-20
DOPPLER EFFECT
• If the relative difference between a source radiating a wave with a
fixed frequency n and an observer changes with time, the
frequency of the signal observed will be different than n
• This difference in frequency is known as the Doppler shift
• If the distance between the source and the observer is decreasing,
the Doppler shift is positive, i.e. the observed frequency is higher
than the transmitted one
• If the distance is increasing, the Doppler shift is negative
• The Doppler shift is used in remote sensing to measure target
motion
• It is also the effect used in Synthetic Aperture Radar to achieve
high resolution in the along-track direction
2-21
DOPPLER EFFECT
l
Constant Amplitudes
c
v
q
Observer
c T v T cosq l
c
n
v
n cosq
c
n
n n nv
ccosq
nd nv
ccosq
For radars:
n d 2nv
ccosq
2-22
RADIANT ENERGY
• Radiant energy is the energy carried by the electromagnetic wave
• The amount of energy per unit volume is called radiant energy
density
• Radiant energy Q is measured in
• Radiant energy density W is measured in
joule
joule m3
W dQ
dV
2-23
RADIANT FLUX
• Radiant flux is the time rate at which radiant energy passes a
certain location
• Radiant flux density is the radiant flux intercepted by a unit area of
a plane surface
• The flux density incident upon a surface is called irradiance, M
• The flux density leaving a surface is called emittance, E
dQ
dtwatt
E, M d
dAwatt m
2
2-24
SOLID ANGLE
• The solid angle W subtended by an area A on a spherical surface
is that area divided by the radius of the sphere squared
W
A
Area of Sphere
4R2
W A
R2
R
2-25
RADIANT INTENSITY
• The radiant intensity of a point source in a given direction is the
radiant flux per unit solid angle leaving the source in that direction
I d
dWwatt steradian
2-26
RADIANCE
• Radiance is the radiant flux per unit solid angle leaving an
extended source in a given direction per unit projected area in that
direction
• If the radiance does not change as a function of direction of
emission, the source is called Lambertian
Wq
Source Area
A
Projected Source Area
Acosq
Flux, Surface Normal
L dI
dA cosqwatt steradianm
2
2-27
REFLECTANCE, TRANSMITTANCE and
ABSORPTANCE
• Reflectance r is the ratio of the reflected exitance from a plane of
material to the irradiance on that plane
• Transmittance t is the ratio of the transmitted exitance, leaving
the opposite side of the plane, to the irradiance
• Absorptance a is the flux density that is absorped over the
irradiance
r t a 1
2-28
SPECTRAL QUANTITIES
• Electromagnetic waves are usually made up of a collection of
sinusiods of slightly different frequencies, each carrying a part of
the radiant flux of the total wave
• The spectral band over which these components extend is called
the bandwidth of the signal
• All radiance quantities have equivalent spectral quantities that
correspond to the density as a function of frequency
Spectral flux l Flux in waves in band l Dl to l Dl
2Dl
Total flux in Bandwidth = l1 to l2 l dll 1
l 2
2-29
LUMINOUS QUANTITIES
• Luminous quantities are related to the characteristic of the human
eye to perceive radiative quantities
• The relative effectiveness of the eye in converting radiant flux to
visual response is called the spectral luminous efficiency
• This function is used as a weighting function in relating radiant
quantities to luminous quantities
V l
n 680 e l V l dl0
2-30
SPECTRAL LUMINOUS EFFICIENCY
2-31
COMPONENTS OF A REMOTE SENSING
SYSTEM
Source
Scattering Object
Waves Emitted
Collecting
Aperture
Detector
2-32
GENERATION OF EM RADIATION
• A variety of techniques are used to generate electromagnetic
radiation in the different parts of the EM spectrum
• At radio frequencies, waves are generated by alternating currents
in wires, electron beams, or on the surfaces of antennas
• At microwave frequencies, electron tubes (e.g. TWTs) or
molecular exitation (e.g. masers) are used
• In the infrared and visible, waves are generated by molecular
excitation (vibrational or rotational) followed by decay. The
frequency of the waves generated is exactly related to the
difference between the two energy levels of the molecules
• Lasers use the exitation of molecules and atoms and selective
decay to generate narrow bandwidth EM radiation, and are used
from the UV to the high submillimeter
2-33
GENERATION OF EM RADIATION
• Molecules in a gaseous state tend to have narrow, well-defined
emission lines
• In the solid phase, the close packing of atoms or molecules distort
their electron orbits, leading to a large number of characteristic
frequencies
• In the case of liquids, the situation is further complicated by the
random motion of molecules relative to each other
• At higher energies, gamma rays are generated in the natural
environment by radioactive decay of uranium, thorium or
potassium.
2-34
GENERATION OF EM RADIATION
• Heat energy is a special case of EM radiation
• The random motion (due to collisions) of the molecules due to
kinetic energy results in exitation (electronic, vibrational and
rotational) followed by random emissions during decay
• This leads to radiation over a large bandwidth according to
Planck’s law for an ideal source (called a black body)
• Thermal emission is usually unpolarized
S l 2hc
2
l5
1
ech lkT 1
2-35
IDEAL BLACK BODY RADIATION
2-36
SUN SPECTRAL IRRADIANCE AT EARTH’S
SURFACE
2-37
DETECTION OF EM RADIATION
• Any remote sensing system uses a collector, followed by a
detector, to measure the radiation from the source to be studied.
• The collector is an aperture that intercepts part of the radiated
field.
• In the radio and microwave regions of the spectrum, antennas
(dipoles, arrays, dishes) are used as collectors.
• In the IR, visible and UV regions, the collector is usually a lens or
reflecting surface focussing the energy onto the detector. The
energy is then transformed into another form such as heat,
electric current, or state change.
• Types of detectors include photomultiplier tubes, photodiodes,
and charge coupled devices (CCDs).
2-38
BOLTZMANN’S LAW
• In the case of thermal
equilibrium, the density of
population at any energy level is
proportional to
• The energy required to excite
from level i to level j is
Ni ~ e E i kT
E0
E
E2
E3
E1
Energy
Population
Nhn Ej Ei
2-39
ABSORPTION AND EMISSION
Ei
Ek
El
Ej
n ij n ij
n jk
n ki
n li
n jl
n lk
n ki
n jl
2-40
WAVE-MATTER INTERACTIONS
Spe ctral Re gion Main Inte raction Me chanisms Example Applications
Gamma Rays, X-Rays Atomic Proce sse s Mapping radioactive mate rials
Ultraviole t E le ctronic Proce sse s Pre se nce of H and He in
atmosphe re s
V isible and Ne ar IR E le ctronic and Vibrational Mole cular
Proce sse s
Surface che mical composition,
ve ge tation cove r, and biological
prope rtie s
Mid - IR V ibrational, V ibrational-Rotational
mole cular proce sse s
Surface che mical composition,
atmosphe ric che mical composition
The rmal IR The rmal Emission, V ibrational and
Rotational Proce sse s
Surface he at capacity, surface
te mpe rature , atmosphe ric
te mpe rature , atmosphe ric and
surface constitue nts
Microwave Rotational Proce sse s, The rmal
Emission, Scatte ring, Conduction
Atmosphe ric constitue nts, surface
te mpe rature , surface physical
prope rtie s, atmosphe ric
pre cipitation
Radio Fre que ncy Scatte ring, Conduction, Ionosphe ric
Effe cts
Surface physical prope rtie s,
subsurface sounding, ionosphe ric
sounding
2-41
WAVE-MATTER INTERACTIONS