solar radiation and plasma diagnostics

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Solar radiation and plasma diagnostics 0 Nicolas Labrosse School of Physics and Astronomy, University of Glasgow

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Lecture given at the 2011 STFC Advanced Summer School in Solar Physics

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Page 1: Solar radiation and plasma diagnostics

Solar radiation and plasma diagnostics

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Nicolas LabrosseSchool of Physics and Astronomy, University of Glasgow

Page 2: Solar radiation and plasma diagnostics

Outline

I – Solar radiation

II – Plasma diagnostics

III – Arbitrary selection of research papers

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011

III – Arbitrary selection of research papers

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Page 3: Solar radiation and plasma diagnostics

I. Solar radiation

I.1 OverviewI.1 Overview

I.2 Radiation basics

I.3 Radiative transfer

I.4 How is it formed?

I.5 How do we detect it?2

Page 4: Solar radiation and plasma diagnostics

• Basic facts

– Too many photons for your naked eyes!

– Optical telescopes show the visible surface (photosphere)�Has particular features such as sunspots (appear dark)

– Spectroscopy (late 1800s) allowed the chromosphere to be studied

I.1 Overview

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011

– Spectroscopy (late 1800s) allowed the chromosphere to be studied

– Although the corona can be observed during eclipses, most of our knowledge come from�Radio observations: patchy microwave emission

�Soft X-rays: diffuse emission over solar disk except in coronal holes

�Hard X-rays: bright in localised areas (active regions)

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Page 5: Solar radiation and plasma diagnostics

• Radiation field in the solar atmosphere

– Amount of radiant energy flowing through unit area per unit time per unit frequency and per unit solid angle: intensity Iν– If radiation field is in thermal equilibrium with surroundings (a closed cavity at temperature T): blackbody radiation

I.2 Radiation basics

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011

closed cavity at temperature T): blackbody radiation

Planck function erg s-1 cm-2 sr-1 Hz-1

– Deep in the solar atmosphere, local thermodynamic equilibrium holds, and mean free path of photons is short (a few km): photons within a small volume can be considered to be contained in a cavity where the temperature is ~ constant.

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Iν =2πhν3

c2

1

ehν

kT − 1≡ Bν(T)

Page 6: Solar radiation and plasma diagnostics

• Radiation field in the solar atmosphere

I.2 Radiation basics

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011 5

From Rutten’s notes

Page 7: Solar radiation and plasma diagnostics

• The interaction of the radiation field with the plasma is described by the Radiative Transfer Equation

– Medium emits radiant energy at rateελ erg cm-3 s-1 sr-1 Å-1

– and absorbs radiant energyk is the linear absorption

I.3 Radiative transfer

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011

dh = dl cosΨ

cosΨ = µ

kλ is the linear absorption coefficient in cm-1

– If a beam of radiation with intensity Iλ(0) enters a uniform slab of linear thickness x, the emergent radiation is thenIλ(x)=Iλ(0) e-τ , where τ=kλ x is the opticaldepth of a uniform slab at wavelength λ.E.g. kλ=10-6 cm-1 around 5000 Å

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Page 8: Solar radiation and plasma diagnostics

• The interaction of the radiation field with the plasma is described by the Radiative Transfer Equation

– More generally we have

– Radiation propagating through the

I.3 Radiative transfer

τ =∫kλdx

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011

dh = dl cosΨ

cosΨ = µ

– Radiation propagating through the slab along OA varies between h and h+dh due to absorption and emission:

– In the limit where dh→ 0, we get

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Iλ(h+ dh,Ψ)− Iλ(h,Ψ) = ελ(h)dh secΨ− Iλ(h,Ψ)kλdh secΨ

µdIλdh

= ελ − kλIλ

Page 9: Solar radiation and plasma diagnostics

• The interaction of the radiation field with the plasma is described by the Radiative Transfer Equation

– Finally, in the solar atmosphere,

I.3 Radiative transfer

µdIλdh

= ελ − kλIλ

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011

dh = dl cosΨ

cosΨ = µ

– Finally, in the solar atmosphere,the optical depth at height h′ is

– The radiative transfer equation is then

with the source function

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τλ(h′) =

∫ h′

kλdh

Sλ = ελ/kλ

µdIλdτλ

= Iλ − Sλ RTE

Page 10: Solar radiation and plasma diagnostics

• Solutions to the Radiative Transfer Equation

– The intensity of radiation flowing through the upper atmosphere (relative to the point where the optical depth is τ) is given by

– If 0 then

I.3 Radiative transfer

µdIλdτλ

= Iλ − Sλ

I(τ, µ+) = −eτ/µ∫ τ

S(t)

µe−t/µdt

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011

I(0, µ+) = S(1− e−τ′/µ)

– If τ→ 0 then

� If S is constant at all depths:

� If S is constant in only a small slab of optical thickness τ′:emergent intensity not as large as S; reduced by optical depth term. If τ′ is very small, then

In the case of constant source function, the emergent intensity from a slab cannot be greater than S, but may be much smaller than S if the optical depth is small.

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I(0, µ+) =

∫∞

0

S(t)

µe−t/µdt

I(0, µ+) = S

I(0, µ+) = Sτ ′/µ

Page 11: Solar radiation and plasma diagnostics

• Solutions to the Radiative Transfer Equation

� If S is not constant at all depths: taking one finds

This solution matches the limb darkening of the Sun!

�This particular form of the source function is actually a naturalconsequence of the assumption of a Gray atmosphere, where

I.3 Radiative transfer

I(0, µ+) = a+ bµ

S(τ ) = a+ bτ

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011

consequence of the assumption of a Gray atmosphere, wherethe opacity is independent of wavelength.

�This results in the Eddington-Barbier relationship:the intensity observed at any value of µ equals the sourcefunction at the level where the local optical depth has thevalue τ = µ.It means that you see deeper in the atmosphere as you looktowards the centre (µ=1) than towards the limb (µ→ 0).

�Limb darkening and EB also imply that T increases with τ

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Page 12: Solar radiation and plasma diagnostics

• From Rob Rutten’s notes

I.4 How is it formed?

Simple absorption line Simple emission line

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011 11

Page 13: Solar radiation and plasma diagnostics

• From Rob Rutten’s notes

I.4 How is it formed?

Simple absorption edge Simple emission edge

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011 12

Page 14: Solar radiation and plasma diagnostics

• From Rob Rutten’s notes

I.4 How is it formed?

Self-reversed absorption line Doubly-reversed absorption line

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011 13

Page 15: Solar radiation and plasma diagnostics

• The photosphere (in short)

– Take advantage of photons that haveoptical depth unity at the surface of the Sun

– This happens in the visible around 5000 Å

– Many absorption lines (dark) superimposed on the continuum

I.5 How do we detect it?

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011

– Many absorption lines (dark) superimposed on the continuum signal presence of atoms / ions in the solar atmosphere absorbing radiation coming from below.

– The line strengths depend on the column densities of these atoms / ions which contain electrons in the lower state of the transition

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Page 16: Solar radiation and plasma diagnostics

• The photosphere (in short)

– The continuum...

I.5 How do we detect it?

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011 15

Page 17: Solar radiation and plasma diagnostics

• The chromosphere (in short)

– Don’t wait for an eclipse!

– Tune your instrumentto detect photons for whichτ∼1 about 1000-2000 km above the photosphere

I.5 How do we detect it?

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011

τ∼1 about 1000-2000 km above the photosphere

– This means looking at the core of lines such as Hα or Ca II K

– No limb darkening: rather, limb brightening! So T decreases with τ.

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Page 18: Solar radiation and plasma diagnostics

• The corona (in short)

– Optical forbidden lines tell you that it’s hot ~ 1-2 MK and tenuous (less than 109 cm-3)See Edlen (1945) on Fe X 6375 Å and Fe XIV 5303 Å

I.5 How do we detect it?

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011 17

– Soft X-ray spectrum showsstrong emission lines and no obvious sign of continuum

Parkinson (1973)

Page 19: Solar radiation and plasma diagnostics

II. Plasma diagnostics

II.1 OverviewII.1 Overview

II.2 Direct spectral inversion

II.3 Imaging vs spectroscopy

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Page 20: Solar radiation and plasma diagnostics

• What do we (I) mean by plasma diagnostics?An empirical derivation of:

– Temperatures– Densities– Mass flow velocities

II.1 Overview

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011

– Mass flow velocities– Pressure– Chemical abundances

in a specific (observed) region of the solar atmosphere at a certain time.

• What for?

– Energy and momentum balance and transport

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Page 21: Solar radiation and plasma diagnostics

• Direct inversion of spectral data

– For optically thin plasma (all emitted photons leave freely without interaction)– Yields spatially averaged values

• Forward approach

II.1 Overview

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011

• Forward approach

– Necessary for optically thick plasma– Semi-empirical models�Start with given spatial distribution of T, p, n

�Solve excitation and ionisation balance for all species�Determines opacities and emissivities�Solve RTE to get the emergent spectrum�Compare with observed spectrum ... and adjust model to start over again

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Page 22: Solar radiation and plasma diagnostics

• Optically thin plasma emitting Gaussian-shaped line

– Line width yields ion temperature T and non-thermal (or microturbulent) velocity ξ

– Observations of different lines give an idea of variation of T and ξ,

II.2 Direct spectral inversion

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011

– Observations of different lines give an idea of variation of T and ξ, and so of distribution of energy in different layers

– See e.g. Chae et al (1998) analysis ofSOHO/SUMER observations.“The isotropic and small-scale nature of the

nonthermal motions appear to be suited for

MHD turbulence.”

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Page 23: Solar radiation and plasma diagnostics

• Optically thin plasma emitting Gaussian-shaped line

– Electron density estimated by�Stark broadening (generally yields upper limits)�Collisional depolarization �Thompson scattering measurements

II.2 Direct spectral inversion

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011

�Thompson scattering measurements�Emission measure methods

– Neutral and ion densities; abundances�Line strengths, or absorption of radiation�Often requires good photometric calibration and accurate atomic data

– Gas pressure�Derived from density and temperature measurements�Using pressure-sensitive lines (or line intensity ratios)

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Page 24: Solar radiation and plasma diagnostics

• Application to XUV / EUV / UV lines

– A lot of data: SOHO/SUMER, SOHO/CDS, SOHO, UVCS, Hinode/EIS, and then IRIS (?)

– Techniques described now applicable to plasma with ne < 1013 cm-3

in ionization equilibrium

II.2 Direct spectral inversion

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011

in ionization equilibrium

– See work of Feldman et al (1977), Mariska (1992), Mason and Monsignori Fossi (1994), Phillips et al (2008), ...

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Page 25: Solar radiation and plasma diagnostics

• Line emission from optically thin plasma

– Emissivity of b-b transition

– Under the coronal approximation, only the ground level (g) and excited level (j) are responsible for the emitted radiation. The statistical equilibrium reduces to:

II.2 Direct spectral inversion

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011

statistical equilibrium reduces to:

– Now only have to balance excitation from ground level with spontaneous radiative decay, which yields

– Now the population of the g level can be written as:

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~ 1 ~ 0.8

Abundance of element with respect to H

Page 26: Solar radiation and plasma diagnostics

II.2 Direct spectral inversion

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011 25

Carole Jordan’s work

Page 27: Solar radiation and plasma diagnostics

• Line emission from optically thin plasma

– Collisional excitation coef:(assuming Maxwellianvelocity distribution)

– Finally...

II.2 Direct spectral inversion

Statistical weight Collision strength

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011

– Finally...

where we have introduced the contribution function G(T)

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Page 28: Solar radiation and plasma diagnostics

II.2 Direct spectral inversion

http://www.chianti.rl.ac.uk/

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011 27

Contribution functions for lines belonging to O III – O VI ions, CHIANTI v.5.1

Page 29: Solar radiation and plasma diagnostics

• Electron temperature

– Emission measure: yields amount of plasma emissivity along LOS�Use the fact that contribution function is peaked to write

, with

�EM can be directly inferred from the observation of spectral lines

II.2 Direct spectral inversion

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011

EM = n2eVc

�EM can be directly inferred from the observation of spectral lines

�It may be defined also as [cm-3], with Vc the coronal volume emitting the line

�EM also yields the electron density

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Page 30: Solar radiation and plasma diagnostics

• Electron temperature

– Differential Emission measure: yields distribution in temperature of plasma along LOS

and thus

II.2 Direct spectral inversion

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011

and thus

�The DEM contains information on the processes at the origin of the temperature distribution, BUT

�The inversion is tricky, using observed line intensities, through calculating G(T), assuming elemental abundances, and is sensitive to uncertain atomic data

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Page 31: Solar radiation and plasma diagnostics

• Electron density from line ratios

– Allowed transitions have

– Forbidden and intersystem transitions, with a metastable (long lifetime) upper state m, can be collisionally de-excited towards level k

– For such a pair of lines from the same ion:

II.2 Direct spectral inversion

I ∝ n2e

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011

– For such a pair of lines from the same ion:

, so

This is because of the density dependence ofthe population of level m

– Intensity ratio yields ne averaged along LOS at line formation temperature

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Page 32: Solar radiation and plasma diagnostics

• What is the volume filling factor?

– Measures the fraction of the volume filled by material

II.2 Direct spectral inversion

fV ∼ EM/n2

e

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011 31

Page 33: Solar radiation and plasma diagnostics

• Line profiles give us key information on plasma parameters

– Line width: thermal and non-thermal processes– Line position: Doppler shifts, mass flows– Line intensity: densities, temperature

II.3 Imaging vs spectroscopy

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011

– Line intensity: densities, temperature– Line profile shape: optical thickness

• Issues

– It takes time to acquire spectra on rather limited field of views– Data analysis relies on complex atomic data with high uncertainties– Line identification and blends can cause headaches!

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Page 34: Solar radiation and plasma diagnostics

• Spectra are still useful even without detailed profiles

– Integrated intensities should not be affected by instrumental profile

• Imaging

II.3 Imaging vs spectroscopy

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011

– No detailed line profile, no Doppler shifts

– High cadence, high temporal resolution

– Narrow-band imaging getting close to spectroscopic imaging

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Page 35: Solar radiation and plasma diagnostics

III. Arbitrary selection of research papers

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Page 36: Solar radiation and plasma diagnostics

• Plasma diagnostics in the solar wind acceleration region

– Uses ratio of collisional and radiative components of pairs of strong resonance lines (e.g., O VI 1032/1037; Ne VIII 770/780; Mg X 610/625; Si XII 499/521; Fe XVI 335/361)

– Kinetic temperatures and deviations from Maxwellian distributions

III. Arbitrary selection of research papers

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011

– Kinetic temperatures and deviations from Maxwellian distributions can be determined from line shapes and widths (mass or charge-to-mass dependent processes)

– Mass-independent broadening can also be produced by bulk motions of coronal plasma

– Measurements provide key tests for models

See Kohl & Withbroe (1982); Withbroe et al. (1982); UVCS papers

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Page 37: Solar radiation and plasma diagnostics

• Plasma diagnostics in the solar wind acceleration region

– Solar wind velocities by the Doppler dimming effect (Hyder & Lites1970)�Intensity of resonantly scattered component of spectral line depends on

III. Arbitrary selection of research papers

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011 36

∫∞

∞−

− νννφν

dJw)(

mean intensity of disk radiation

normalised absorption profile

Doppler shift introduced by wind velocity

Page 38: Solar radiation and plasma diagnostics

III. Arbitrary selection of research papers

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011 37

Kohl & Withbroe 1982

Page 39: Solar radiation and plasma diagnostics

III. Arbitrary selection of research papers

Labrosse et al (2006)Labrosse et al (2007, 2008)

Ly-β

Ly-α

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011 38

Ly-α

Ly-α (SOHO/UVCS)

Page 40: Solar radiation and plasma diagnostics

• The TR and coronal downflows

– Net redshift in all TR emission lines, peaking at log T=5, explained by material draining down on both sides of TR loops towards footpoints (Brekke et al., 1997; Dammash et al., 2008).

– Similar observations in coronal lines (e.g. EIS: del Zanna 2008,

III. Arbitrary selection of research papers

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011

– Similar observations in coronal lines (e.g. EIS: del Zanna 2008, Tripathi et al 2009)

– Also observed in optically thick Lyman lines by SOHO/SUMER (see Curdt et al., 2011)

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Page 41: Solar radiation and plasma diagnostics

• Lyman-α is one of the most important lines

– 1216 Å

– Transition between atomic levels 1 and 2 of hydrogen

– Key role in radiative energy transport in solar atmosphere

III. Arbitrary selection of research papers

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011 40

Page 42: Solar radiation and plasma diagnostics

III. Arbitrary selection of research papers

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011 41

Correspondence between asymmetry and downflows

Page 43: Solar radiation and plasma diagnostics

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011 42

Correspondence between line reversals and magnetic field

Flatter profiles (reduced opacity) cluster along the network lane

Page 44: Solar radiation and plasma diagnostics

• Plasma diagnostics in the flaring solar chromosphere (Graham et al., 2011)

– Combined EIS, RHESSI, XRT and TRACE data covering a wide range of temperatures

– Evidence for T~7 MK in footpoints from XRT

III. Arbitrary selection of research papers

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011

– Evidence for T~7 MK in footpoints from XRT

– and ne~a few 1010 cm-3 at T~1.5-2 MK

– Small downflows at T<1.6MK; upflows up to 140 km s-1 above

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Page 45: Solar radiation and plasma diagnostics

• Graham et al., 2011

III. Arbitrary selection of research papers

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011 44

Page 46: Solar radiation and plasma diagnostics

• Graham et al., 2011

III. Arbitrary selection of research papers

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011 45

Page 47: Solar radiation and plasma diagnostics

• Graham et al., 2011

III. Arbitrary selection of research papers

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011 46

Page 48: Solar radiation and plasma diagnostics

• Solar prominence diagnostics with Hinode (Labrosse et al., 2011)

– Used EIS data covering a wide range of temperatures

– Evidence for absorption and volume blocking

– Used optically thick He II 256 Å line and non-LTE models

III. Arbitrary selection of research papers

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011

– Used optically thick He II 256 Å line and non-LTE models

– Infer H column density of 1020 cm-2

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Page 49: Solar radiation and plasma diagnostics

• Labrosse et al., 2011

III. Arbitrary selection of research papers

EIS

fiel

d of

vie

w

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011 48

SOT XRT

Prominence observed on 26 April 2007 by HinodeE

IS fi

eld

of v

iew

Page 50: Solar radiation and plasma diagnostics

• Labrosse et al., 2011

III. Arbitrary selection of research papers

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011 49

Line formed in the PCTR Line formed in the corona

Page 51: Solar radiation and plasma diagnostics

• Labrosse et al., 2011

III. Arbitrary selection of research papers

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011 50

6.03.0195 −=τ

Page 52: Solar radiation and plasma diagnostics

• Labrosse et al., 2011

– Prominence plasma parameters obtained by comparison between inferred intensities and computed intensity at 256 Å

III. Arbitrary selection of research papers

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011 51

Page 53: Solar radiation and plasma diagnostics

• Where can I look to learn more about solar radiation and plasma diagnostics?

– ADS

– Nuggets (UKSP, EIS, RHESSI, ...)

– Rob Rutten’s lectures: http://www.astro.uu.nl/~rutten/Lectures.html

Further reading

Solar radiation and plasma diagnostics – STFC Advanced Summer School in Solar Physics – Nicolas Labrosse – 1/9/2011

– Rob Rutten’s lectures: http://www.astro.uu.nl/~rutten/Lectures.html

– Physics of the Sun: A first course, by D. Mullan, CRC Press

– Solar Astrophysics, by Foukal, Wiley-vch

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