Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827...

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Solar Radiation and Environmental Biophysics Geo 827, MSU Jiquan Chen Oct. 6, 2015 1) Solar radiation basics 2) Energy balance 3) Other relevant biophysics 4) A few selected applications of RS in ecosystem studies

Transcript of Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827...

Page 1: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Solar Radiation and Environmental BiophysicsGeo 827, MSU

Jiquan ChenOct. 6, 2015

1) Solar radiation basics

2) Energy balance

3) Other relevant biophysics

4) A few selected applications of RS in ecosystem studies

Page 2: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

1) Fundamental solar radiation

Dr. Brian C. Ancell

Assistant Professor

Atmospheric Science Group

Department of Geosciences

Texas Tech University

On Oct. 5, Slides 2-x were

downloaded from

http://www.atmo.ttu.edu/bancell/

Page 3: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

• Energy is defined as

the ability to do work

1) Fundamental solar radiation

Page 4: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Energy

• Energy is defined as

the ability to do work

• Kinetic energy – the

energy of motion

• Potential energy –

energy that can be

used

• Energy is conserved! (1st law of thermodynamics)

Page 5: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Energy Transfer

• Although energy is conserved, it can

move through the following mechanisms:

1) Conduction – heat transfer by physical

contact, from higher to lower temperature

Page 6: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Conduction in the Atmosphere

• Occurs at the atmosphere/surface

interface

• Partly responsible for daytime heating/nighttime

cooling! (The diurnal cycle)

Page 7: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Energy Transfer

• Although energy is conserved, it can

move through the following mechanisms:

2) Convection – heat transfer by movement

Page 8: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Convection in the Atmosphere

• Vertical transport of heat

Page 9: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Convection in the Atmosphere

• Vertical transport of heat

• Horizontal transport of heat = advection

Page 10: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Convection in the Atmosphere

Courtesy maltaweather.info

Page 11: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Energy Transfer

• Although energy is conserved, it can

move through the following mechanisms:

3) Radiation - transfer of

energy by electromagnetic

radiation (no medium

required!)

Page 12: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Radiation

Characteristics of radiation1) Wavelength – the distance between wave crests

2) Amplitude – the height of the wave

3) Wave speed – constant! (speed of light - 186,000

miles/second)

Page 13: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Radiation

• The wavelength of radiation determines its type

• The amplitude determines the intensity

Page 14: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Radiation

• What emits radiation? EVERYTHING!!

Page 15: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Radiation

• The types (wavelengths) and intensity

(amplitudes) of radiation depend on temperature

Sun is HOT (~10,000oF) Earth is NOT (~59oF)

Shortwave radiation Longwave radiation

Page 16: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Radiation

• Blackbody – an object that absorbs all radiation and

emits the maximum amount of radiation at every

wavelength (not realistic)

• Graybody – an object that emits a fraction (emissivity)

of blackbody radiation (more realistic)

• Total radiation emitted is equal to the sum over all

wavelengths above

Page 17: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Radiation Laws

• Stefan-Boltzmann Law – the total amount of

blackbody radiation emitted (I) is related to

temperature:

I = σT4

Page 18: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Radiation Laws

• Stefan-Boltzmann Law – the total amount of

blackbody radiation emitted (I) is related to

temperature:

I = σT4

• For a graybody, this becomes:

I = εσT4

where ε is the emissivity

Page 19: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Radiation Laws

• Wien’s Law – the wavelength of maximum

blackbody emission is related to temperature:

ʎmax = 2900/T

Page 20: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Radiation Laws

• Wien’s Law – the wavelength of maximum

blackbody emission is related to temperature:

ʎmax = 2900/T

Sun is HOT (~6000K) Earth is NOT (~290 K)

Page 21: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

GEO 827 – Digital Image Processing and Analysis

21

Typical atmospheric transmittance in VIS-SWIR

From Schowengerdt bookFall 2015

Page 22: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Absorption Spectra of Atmospheric Gases

Anthes, p. 55

CH4

CO2

N2O

H2O

O2 & O3

atmosphere

WAVELENGTH (micrometers)

Infrared

Visible

UV

Page 23: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Practical use of Radiation

Properties

• Visible satellite imagery doesn’t work in the dark

• Infrared (longwave) radiation occurs always –

use infrared satellite imagery!

Page 24: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Solar Radiation and the Earth

• The solar constant – the amount of solar

radiation hitting the earth

Page 25: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Solar Radiation and the Earth

Earth – 1367 W/m2

Mars – 445 W/m2

Page 26: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Solar Radiation and the Earth

• Earth’s tilt is the true cause of the seasons!• Earth’s axis is tilted 23.5o

Page 27: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Solar Radiation and the Earth

• 3 factors contribute to

the amount of incoming

solar radiation

(insolation):

1) Period of daylight

Page 28: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Period of Daylight

Vernal and autumnal equinox

Page 29: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Period of Daylight

Summer solstice

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Period of Daylight

Winter solstice

Page 31: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Solar Radiation and the Earth

• 3 factors contribute to

the amount of incoming

solar radiation

(insolation):

2) Solar angle

Page 32: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Solar Angle

Page 33: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Solar Radiation and the Earth

• 3 factors contribute to

the amount of incoming

solar radiation

(insolation):

3) Beam depletion

Page 34: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Beam Depletion

Page 35: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Planetary Albedo

• A fraction of the incoming solar radiation (S) is reflected back into space, the rest is absorbed by the planet. Each planet has a different reflectivity, or albedo (α):

– Earth α = 0.31 (31% reflected, 69% absorbed)

– Mars α = 0.15

– Venus α = 0.59

– Mercury α = 0.1

• Net incoming solar radiation = S(1 - α)

• One possible way of changing Earth’s climate is by changing its albedo.

Page 36: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Land has

higher

albedo than

ocean

Clouds have

high albedo

Ice and snow

have high

albedo

Page 37: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Principles of Terrestrial

Ecosystem Ecology

Chapin, Matson and Vitousek

2nd edition, 2011

Chapter 4

Water and Energy Balance

2) Energy balance

Page 38: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Chapin et al., 2011 Fig. 4.28/30/11

Page 39: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Energy balance equation

39

0/ tQAGLEHLK w

where:

K net shortwave radiation

L net longwave radiation

LE latent heat transfer

H sensible heat transfer

G soil flux

Aw advective energy

ΔQ/Δt change in stored energy

Units: [EL-2T-1]

Bowen ratio = H/LE replace H = B∙LE

Page 40: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

2) Other relevant biophysicsReflection of land surface

Page 41: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Seeing (infra)Red

Chlorophyll strongly absorbs radiation in the red and blue wavelengths

but reflects green wavelengths. (This is why healthy vegetation appears

green.)

The internal structure of healthy leaves act as excellent diffuse reflectors

of near-infrared wavelengths.

Measuring and monitoring the near-IR reflectance is one way that

scientists can determine how healthy (or unhealthy) vegetation may be.

Anita Davis & Jeannie Allen

Page 42: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Spectral information:

vegetation

Wavelength, nm

400 600 800 1000 1200

refle

cta

nce

(%)

0.0

0.1

0.2

0.3

0.4

0.5

very high leaf area

very low leaf area

sunlit soil

NIR, high

reflectance

Visible red, low

reflectance

Visible green,

higher than red

Page 43: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Vegetation characteristics

• high reflectivity in

NIR

• - distinguish

between vegetation

types on basis of

spectral reflection

curves

Page 44: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Spectral signatureExplain why water looks darkish blue; Explain why vegetation looks

greenish; Explain why sand looks reddish yellow

Page 45: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Atmospheric temperaturehttp://lightning.sbs.ohio-state.edu/geog1900/ch4_pressure_wind1.ppt(4 slides)

2) Other relevant biophysics

Vertical temperature

Page 46: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Temperature Basics

• Temperature – measure of average kinetic energy

(motion) of individual molecules in matter

• Three temperature scales (units): Kelvin (K), Celsius (C), Fahrenheit (F)

– All scales are relative

– degrees F = 9⁄5 degrees C + 32

– degrees K = degrees C + 273.15

Page 47: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

Temperature Layers

Due to surface heating (Longwave, Latent heat, Sensible heat)

Due to ozone absorption of sunlight

Due to Solar winds, Cosmic rays

Decreasing rate w/ height (Lapse rate):6.5 oC/km

Page 48: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

An artist’s view

Page 49: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

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• Pressure-temperature relation (Ideal gas law)

• Adiabatic lapse rate (dry & wet)

• Vapour – Vapour pressure, ea

– Sat. vapour pressure, ea*

– Absolute humidity, ρv

– Specific humidity, q = ρa/ρv

– Relative humidity, Wa = ea/ea*

– Dew point temperature, Td

Page 50: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

50

Page 51: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

4) A few selected applications of RS in ecosystem studies

Page 52: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

4) A few selected applications of RS in ecosystem studies

Page 53: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

4) A few selected applications of RS in ecosystem studies

Page 54: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

4) A few selected applications of RS in ecosystem studies

Page 55: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

4) A few selected applications of RS in ecosystem studies

Page 56: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

4) A few selected applications of RS in ecosystem studies

Page 57: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

4) A few selected applications of RS in ecosystem studies

Page 58: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

4) A few selected applications of RS in ecosystem studies

Page 59: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR
Page 60: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

4) A few selected applications of RS in ecosystem studies

Page 61: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

4) A few selected applications of RS in ecosystem studies

Page 62: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

4) A few selected applications of RS in ecosystem studies

Page 63: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

4) A few selected applications of RS in ecosystem studies

Page 64: Solar Radiation and Environmental Biophysicslees.geo.msu.edu/courses/geo827/lecture_6b.pdfGEO 827 –Digital Image Processing and Analysis 21 Typical atmospheric transmittance in VIS-SWIR

4) A few selected applications of RS in ecosystem studies