polinômios de legendre e harmônicos...

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1 1 Polinômios de Legendre e Polinômios de Legendre e Harmônicos Esféricos Harmônicos Esféricos Miguel Quartin Miguel Quartin Instituto de Física, UFRJ Instituto de Física, UFRJ Astrofísica, Relativ. e Cosmologia (ARCOS) Astrofísica, Relativ. e Cosmologia (ARCOS) Curso de Eletro I – 2019/2 Curso de Eletro I – 2019/2

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Page 1: Polinômios de Legendre e Harmônicos Esféricosdarnassus.if.ufrj.br/~mquartin/disciplinas/2020-1/Legendre.and... · 3 In science, the best example of the use of spherical harmonics

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Polinômios de Legendre e Polinômios de Legendre e Harmônicos EsféricosHarmônicos Esféricos

Miguel QuartinMiguel QuartinInstituto de Física, UFRJInstituto de Física, UFRJ

Astrofísica, Relativ. e Cosmologia (ARCOS)Astrofísica, Relativ. e Cosmologia (ARCOS)

Curso de Eletro I – 2019/2Curso de Eletro I – 2019/2

Page 2: Polinômios de Legendre e Harmônicos Esféricosdarnassus.if.ufrj.br/~mquartin/disciplinas/2020-1/Legendre.and... · 3 In science, the best example of the use of spherical harmonics

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As we have seen, a function As we have seen, a function ff in spherical coordinates with in spherical coordinates with azimuthal symmetry can be expanded in a sum of azimuthal symmetry can be expanded in a sum of Legendre Polinomials PLegendre Polinomials Pℓℓ(cos(cosθθ))

Without azimuthal symmetry, we need to expand Without azimuthal symmetry, we need to expand ff in in spherical harmonicsspherical harmonics Y Yℓmℓm

The PThe Pℓmℓm are called are called associated Legendre Polinomialsassociated Legendre Polinomials

Spherical Harmonics and theSpherical Harmonics and theCosmic Microwave BackgroundCosmic Microwave Background

Page 3: Polinômios de Legendre e Harmônicos Esféricosdarnassus.if.ufrj.br/~mquartin/disciplinas/2020-1/Legendre.and... · 3 In science, the best example of the use of spherical harmonics

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In science, the best example of the use of spherical In science, the best example of the use of spherical harmonics is in the analysis of the Cosmic Microwave harmonics is in the analysis of the Cosmic Microwave Background (CMB)Background (CMB)

Summary of the CMB:Summary of the CMB: The oldest light in the universe, emitted when the universe The oldest light in the universe, emitted when the universe

was only 380000 years oldwas only 380000 years old Now it has 13.8 billion years of ageNow it has 13.8 billion years of age

almost isotropic (up to 1 part in 10almost isotropic (up to 1 part in 1055) radiation field) radiation field blackbodyblackbody spectrum (the best one we have ever seen), with spectrum (the best one we have ever seen), with

microwave radiation (~ 50 – 400 GHz)microwave radiation (~ 50 – 400 GHz)

Spherical Harmonics and theSpherical Harmonics and theCosmic Microwave BackgroundCosmic Microwave Background

Page 4: Polinômios de Legendre e Harmônicos Esféricosdarnassus.if.ufrj.br/~mquartin/disciplinas/2020-1/Legendre.and... · 3 In science, the best example of the use of spherical harmonics

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Page 5: Polinômios de Legendre e Harmônicos Esféricosdarnassus.if.ufrj.br/~mquartin/disciplinas/2020-1/Legendre.and... · 3 In science, the best example of the use of spherical harmonics

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Temperature FluctuationsTemperature Fluctuations

But CMB has small (1 in 10But CMB has small (1 in 10–5–5) ) temperature fluctuationstemperature fluctuations

These fluctuations tell us about how the early universe These fluctuations tell us about how the early universe departed from perfect homogeneity & isotropydeparted from perfect homogeneity & isotropy To analyze them spherical harmonic decomposition→To analyze them spherical harmonic decomposition→

Page 6: Polinômios de Legendre e Harmônicos Esféricosdarnassus.if.ufrj.br/~mquartin/disciplinas/2020-1/Legendre.and... · 3 In science, the best example of the use of spherical harmonics

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CMB Satellites: COBE (1989 –1993)CMB Satellites: COBE (1989 –1993)

Page 7: Polinômios de Legendre e Harmônicos Esféricosdarnassus.if.ufrj.br/~mquartin/disciplinas/2020-1/Legendre.and... · 3 In science, the best example of the use of spherical harmonics

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CMB Satellites: WMAP (2001 –2010)CMB Satellites: WMAP (2001 –2010)

Page 8: Polinômios de Legendre e Harmônicos Esféricosdarnassus.if.ufrj.br/~mquartin/disciplinas/2020-1/Legendre.and... · 3 In science, the best example of the use of spherical harmonics

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CMB Satellites: Planck (2009 –2012)CMB Satellites: Planck (2009 –2012)

Page 9: Polinômios de Legendre e Harmônicos Esféricosdarnassus.if.ufrj.br/~mquartin/disciplinas/2020-1/Legendre.and... · 3 In science, the best example of the use of spherical harmonics

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Temperature Fluctuations (2)Temperature Fluctuations (2) It is convenient to expand the temperature field in It is convenient to expand the temperature field in

spherical harmonicsspherical harmonics

ℓℓ → → defines a scale; defines a scale; mm defines just a phase→ defines just a phase→

All the information is in the (complex) All the information is in the (complex) aaℓℓmm set. set. Set is finite in practice because any instrument's finite Set is finite in practice because any instrument's finite

resolution sets an resolution sets an ℓℓmaxmax

Page 10: Polinômios de Legendre e Harmônicos Esféricosdarnassus.if.ufrj.br/~mquartin/disciplinas/2020-1/Legendre.and... · 3 In science, the best example of the use of spherical harmonics

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VisualizationVisualization

Page 11: Polinômios de Legendre e Harmônicos Esféricosdarnassus.if.ufrj.br/~mquartin/disciplinas/2020-1/Legendre.and... · 3 In science, the best example of the use of spherical harmonics

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Planck's Power SpectrumPlanck's Power Spectrum

Page 12: Polinômios de Legendre e Harmônicos Esféricosdarnassus.if.ufrj.br/~mquartin/disciplinas/2020-1/Legendre.and... · 3 In science, the best example of the use of spherical harmonics

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CMB Power SpectrumCMB Power Spectrum

Page 13: Polinômios de Legendre e Harmônicos Esféricosdarnassus.if.ufrj.br/~mquartin/disciplinas/2020-1/Legendre.and... · 3 In science, the best example of the use of spherical harmonics

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Spherical Harmonic Love (Spherical Harmonic Love (ℓℓmaxmax = 3) = 3)

Page 14: Polinômios de Legendre e Harmônicos Esféricosdarnassus.if.ufrj.br/~mquartin/disciplinas/2020-1/Legendre.and... · 3 In science, the best example of the use of spherical harmonics

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ℓℓmaxmax = 10 = 10

Page 15: Polinômios de Legendre e Harmônicos Esféricosdarnassus.if.ufrj.br/~mquartin/disciplinas/2020-1/Legendre.and... · 3 In science, the best example of the use of spherical harmonics

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ℓℓmaxmax = 20 = 20

Page 16: Polinômios de Legendre e Harmônicos Esféricosdarnassus.if.ufrj.br/~mquartin/disciplinas/2020-1/Legendre.and... · 3 In science, the best example of the use of spherical harmonics

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ℓℓmaxmax = 50 = 50

Page 17: Polinômios de Legendre e Harmônicos Esféricosdarnassus.if.ufrj.br/~mquartin/disciplinas/2020-1/Legendre.and... · 3 In science, the best example of the use of spherical harmonics

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ℓℓmaxmax = 100 = 100

Page 18: Polinômios de Legendre e Harmônicos Esféricosdarnassus.if.ufrj.br/~mquartin/disciplinas/2020-1/Legendre.and... · 3 In science, the best example of the use of spherical harmonics

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ℓℓmaxmax = 2000 = 2000

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Earth Topography Angular SpectrumEarth Topography Angular Spectrum