2.2 Quantitative analysis of polymer olloids by normal and ryo-transmission
2.2.3 Theory
Contrast transfer funtion
In priniple, the image formation inan eletron mirosope an be desribed interms of
the rst order theory for amplitudeand phase ontrast. The relationshipbetween objet
density,phaseandsatteringontrastisusuallydesribedbytheontrasttransferfuntion
CT F (α)
as funtion of spatial frequeny [7881, 93℄. Considering only the ontribution of eletron optis, the relationship between objet density and the eletron intensity anbe writtenas [93, 95℄
F i (α, φ) = CT F (α) · F 0 (α, φ)2A(α)f (α)/λ
(2.16)where
F i (α, φ)
istheFouriertransformoftheimageintensities,F 0 (α, φ)
theFouriertrans-form of the objet density,
φ
the azimuthal angle,A(α)
the objetive aperture funtion(1 for
α < α 0
, 0 forα > α 0
) andf (α)
the moleular sattering amplitude. The Brogliewavelength
λ
an be alulated relativistiallyinthe ase that the kineti energyE
usedfor the measurement is lose tothe rest energy:
λ = h[2m 0 E(1 + e/2E 0 )] −1/2
(2.17)with
E
theeletron energy(here200keV
),andE 0
therestenergy eletron(E 0 = m 0 c 2 = 511 keV
)(withm 0 = 9.10912.10 −31 kg
: rest mass,c = 2.9979.10 8 ms −1
: speed of light).Giventheaboveapproximations,theontrasttransferfuntion
CT F (α)
anbeexpressedthrough
CT F (α) = [sinχ(α) + Q(α)cosχ(α)]
(2.18)with
χ(α) = 2π/λ ( − C s α 4 + ∆f α 2 /2)
whereC s
is the oeient of spherial aberrationand
∆f
the defous. The funtionsinχ(α)
is the phase ontrast transfer funtion.Q(α)
refers to the amplitude ontrast transfer funtion. It represents the maximum
ontri-bution from amplitude ontrast relative to that deriving from phase ontrast. At low
resolutions
f(α)
andQ(α)
an beonsidered onstant andthe eets of spatialandtem-poraloherene are ignored,beause they are expeted tobe negligible[96℄.
The ratios of the Fourier transformations of the ore partiles at dierent defoi have
been ompared tothe ratio ofthe theoretialvalues(equation2.18) with
Q
asadjustableparameter (see g. 2.11). We determined the value of
Q
that best desribes hanges inthe images due todefous asdesribed by Langmore and Smith [80℄. An empirialvalue
of
Q = 0.14
was found. Fig. 2.12 presents the dierentCT F (α)
obtained for dierentdefoi. For a defous
∆f = 0 nm
, theCT F (α)
is almost onstant up to approximately0
Figure2.11: Determination of
Q(α)
assumingQ(α) = cste
(low resolution). The mirographs of a ore partile are taken at dierent defoi and Fourier transformed. The ratioof the Fourier transformations of dierent defoi (5
µm
, 3µm
and 1µm
) areompared to the theoretial values (equation 2.18) with
Q
as adjustable parameter.The theoretial valuesareplotted assuming theinstrumentalparameters ofthe Zeiss
EM922 (
λ = 0.0025 nm
,aberration oeientC s = 1.2 mm
). The best desriptionof the experimental data was obtained for
Q = 0.14
.0.5
nm −1
. Considering the goodontrast of our pitures, there was no need togo out of fous. Hene, aompensationof theCT F (α)
wasnot requiredin the followingstudy.Thus,phaseontrastanbenegletediftheimagearetakenin-fous,thatis,
∆f = 0 nm
.Moreover, the followinganalysis willberestrited tothe region of low spatialresolution.
Fromtheabovedisussionofthe
CT F (α)
itisevident,thattherangeofspatialfrequeniesmust hene be smaller than ira 0.5
nm −1
. This leads to ira 2nm
minimal spatialresolutionwhihissmallerthanthesmallestobjetwhihanbeseenonthe mirographs
presented inthis study. Hene, itsues todisuss theevaluationof the imagessolelyin
terms of amplitude ontrast.
Amplitude ontrast
Amplitudeontrast isbroughtabout by satteringproessesthat anbeelasti or
inelas-ti. The total eletron sattering ross setion
σ T (α 0 )
therefore expressed as the sum ofthe elasti and inelastiross-setions [80,81, 93℄.
σ T (α 0 ) = σ el (α 0 ) + σ inel (α 0 )
(2.19)Elastiallysattered eletrons are usuallysattered through large anglesand thuslargely
ontribute to the ontrast [93℄. The transmission depends on the objetive aperture
α 0
,the eletron energy
E
, the mass-thiknessx = ̺t
(̺
: density,t
: thikness) and thematerial omposition (atomi weight
A
and atomi numberZ
). The inelasti satteredeletrons are mainly transmitted through the objetive aperture. In the ase of energy
ltered eletron mirosope, the inelasti part will be removed nearly totally. This will
enhane the amplitude ontrast onsiderably. Hene, both elasti and inelastiproesses
mustthereforebetakenintoaountwhenalulatingthegraysaleoftheimages[80,81℄.
The dierentialelasti ross setions
dσ/dΩ
were alulated usingthe Dira partial-wave-1.0
Figure2.12: Calulated ontrast transfer funtion for dierent defoi. The values are plotted
as-sumingtheinstrumentalparametersoftheZeissEM922 (
λ = 0.0025 nm
,aberrationoeient
C s = 1.2 mm
[93℄).Table 2.6:Total elasti ross setions (
σ el
) and partial elasti ross-setionsσ el (α 0 )
alulatedfrom the Dira partial-waveanalysis using the NIST eletron elasti-sattering
ross-setion database [103℄. The inelasti ross-setions
σ in
have been alulated from eq.2.24 with the expression given by Wall [104℄. All ross-setions have been derived in
pm 2
for an aeleration voltage of 200kV
for an apertureα 0 = 10 mrad
.analysis desribed by Walker [97℄. The sattering potential was obtained from the
self-onsistent Dira Hartree Fok (DHF) harge density for free atoms [98, 99℄ with the
loalexhangepotentialof FurnessandMCarthy [100℄. Thenumerialalulationswere
performed with the algorithm desribed by Salvatand Mayol [101℄. Further details have
been given by Jablonski et al. [102℄. The alulation was done using the NIST eletron
elasti-sattering ross-setiondatabase (SRD 64) (version3.1) for anenergy of 200
keV
(seeg. 2.13andtable2.6) [103℄. Given thedierentialrosssetions
dσ/dΩ
,thenumberofeletronselastiallypassingthroughanaperture
α 0
anbeexpressedthroughthepartialelasti ross-setion
σ el (α 0 )
:Table 2.5 gathers all partialelasti ross-setion
σ el,P W
.An estimate of the total elasti ross setion given by the integral over the entire solid
angle was proposed by Langmore[80℄. It an be expressed by
0 0.2x10 -1 0.4x10 -1 0.6x10 -1 0.8x10 -1 1.0x10 -1 1.2x10 -1
10 -6 10 -4 10 -2 10 0
H C
O N
a[rad]
d s /d W [n m 2 ]
Figure2.13: Dierential elasti sattering ross setion based on the single-atom omplex partial
wave solutions to elasti sattering from a Hartree-Fok potential as obtained from
ref [101, 102, 105℄. for dierent atoms: hydrogen (hollow irles), arbon (hollow
squares), nitrogen (hollow downtriangles) and oxygen(fullirles).
σ el = 1.4.10 −6 Z 3/2
β 2 [1 − 0.26Z/(137β)]
(2.21)where
β
isthe ratio of the speed of the eletrons to thatof the light(β 2 = 1 − [E 0 /(E + E 0 ) 2 ]
). Furthermore,σ el
an bealulated for smallangles toa good approximation:σ el (α 0 ) = σ el η el (α 0 ) = σ el [1 − s 0 /10]
(2.22)where
η el
denes the numberof eletrons sattered outsidethe apertureand isalled theelasti eieny expressed as funtionof
s 0
the maximum spatialfrequenys 0 = 2sin(α 0 /2)/λ
(2.23)with the objetive aperture half-angle
α 0 = 10 mrad
, the maximum spatial frequenys 0 = 4 nm −1
and the eletron wavelengthλ = 2.5.10 −3 nm
.Forthealulationoftheinelastisatteringrosssetionsweusedtheexpression derived
by Wallet al. [104℄:
σ in = 1.5.10 −6 Z 1/2
β 2 ln(2/ϑ e )
(2.24)where
ϑ e = E/[β 2 /(V 0 + mc 2 )]
andE
is the average energy loss, assumed to be 20eV
fromthe alulationof Wallet al. for organimaterials [104℄.
Eq. 2.24isnotvalidforhydrogen[104℄. Hereweuseanestimateoftheross-setiongiven
by 11.2
pm 2
at 200kV
. This value was obtained from the apparent inelasti mean freepathofie, thealulatedinelastisatteringfromoxygenanddensityforhyperquenhed
glassy water (0.92
g/cm 3
) [106, 107℄. We took the inelasti mean free path length ofTable 2.7:Densities(in
g/cm 3
)andTEMontrast( x ̺ p
k,p )
(innm −1
)forthehyperquenhedglassy water(HGW)[106,107℄,thepolystyreneore, andtherosslinkedPNIPAMshell. Thequantity
( x ̺ p
k,p − x ̺ k,w w )
istheontrast inryo-TEM alulated innm −1
. Both ontrastsare alulated for an aeleration voltage
U = 200 kV
andan apertureα 0 = 10 mrad
with or withoutltering of the inelastiontribution.
lter nolter
ie from the work of Langmoremeasured to 180
nm
at 80kV
. The inelasti mean freepath length of ie then results to 284.6
nm
at 200kV
if we onsider its dependene onthe aeleration voltage given by
U 1/2
[108℄. Table 2.6 gathers the inelasti satteringross-setions thusobtained for the elementsof interest.
Calulation of the gray sales from ross setions
In the present approximation, the gray value obtained at a given point in an image is
solely related to the amplitude ontrast, that is, to the weakening of the intensity
I
ofthe eletron beam by sattering proesses. In priniple, there are two dierent ways to
evaluate the gray sales from the images: One may treat this weakening in terms of the
dierene
∆I
between the rays passing through the sample and through the aqueousphase [80℄. Here we use a slightly dierent approah shown shematially in g. 2.14:
The weakening of the intensity
I
of the eletron beam passing through the sample maybe treated within the frame of the Lambert-Beer law. Therefore the ratio
I/I 0
of therays passing through the partile and through the aqueous phase (marked in g. 2.14),
respetively, is only related to the ontrast within the partile. Other fators as e.g.
multiple sattering will weaken both rays outside the partile in the same way. Their
ratio isthus not aeted by these eets. On the otherhand, the olloidalobjetsunder
onsiderationherehavedimensionsofthe orderofafew100 nanometersonly. Hene, the
prerequisites of theory, most notable the assumption that multiplesattering within the
partilean be negleted are fully justied.
When the inelastisattered eletrons are lteredboth the elasti and the inelastiross
setionsobtainedforatomsan beused toalulatethe respetivequantitiesofmoleules
of known ompositionand moleularweight
M
. Without energylteringonlythe elastiross-setions are taken into aount. In absene of hemial shifts we an assume that
the sattering ross-setion of a moleule omposed of
n k
elements is the sum of theross-setions of the atoms (
σ T,i
) weighted by their proportion in mass in the moleule[80℄. Thus, thederease of thetransmissionwith inreasingmass-thikness
x = ̺t
anbeexpressed by
50nm
Figure2.14: (A) TEM evaluation of the gray sale of a homogeneous spherial partile dried
on a thin arbon lm. Appliation of the Lambert-Beer law leads to eq. 2.28 (B)
Polystyrene ore partile andits orresponding radialaverage: Consideringthe gray
value from the border to the enter of the partile, enables the determination of its
radial density prole with a resolution of 0.61
nm
given by∆r
(pixel resolution).(C) Radial average of the intensity
G(r)
. The dashed line represents the value oftheaverage intensity
G 0
outsidethepartiles. Thesolid linedisplays thetfromeq.2.28(
G 0 = 1.37.10 4
,R = 50 nm
,φ = 1
,x ̺ p
k,p = 5.828 · 10 −3 nm −1
(polystyrene)(see Table 2.7)). (D)CryoTEM evaluation of the gray sale of a homogeneous spherialpartile embedded in a thinlm ofhyperquenhed glassywater (HGW). Appliation
of the Lambert-Beer law leads toeq. 2.29. (E) Core partile and its orresponding
radial average. (F)Radial average ofthe intensity
G(r)
. The solid linedisplays thet fromeq. 15 (
G 0 = 1523
,R = 52 nm
,φ = 1
,( x ̺ p
k,p − x ̺ k,w w ) = 1.025 · 10 −3 nm −1
(polystyrene) (see Table 2.7)).
where
ν i
isthestoihiometrioeientofthei th
elementinthe ompound. Weanthendene the ontrast thikness
x k
of the materialas follows:1
The image intensity
I
an be obtained by integrationI = I 0 exp
where
I 0
is the intensity of inident eletron beam. The quantity(̺/x k (α 0 )) −1
is thetotal mean free path length of the respetive materialthrough whih the eletron beam
is passing(see Table 2.7).
In the ase of the normal TEM, where a sphere with a radius
R
is absorbed and driedon a thin arbon lm for example (see g. 2.14 A). The gray values in the image are
proportional to the respetive intensities. The transmitted eletron beam rossing the
partilesis haraterized by the gray value
G(r)
dependent onthe distane to the enterof thepartile
r
. Out of the partilesandthus forr > R
the grayvalueis onstant. Thisdenes the ontributionof the lm
G 0
. We an derive the followingrelation:G(r)
where
φ
isthevolumefrationofthe materialinthepartile. Fordensesphere,φ
isequalto1. It isthen importanttoremark that in anormal preparationthe ontrast is dened
by the reiproalmean free path length in the material
(̺ p /x k,p )
. The radial gray valueprole is obtained by an azimuthal average of the gray values of one isolated partile.
An example is given in g. 2.14 B) in form of one ore partile with the orresponding
azimuthal average of the gray sale. The resulting radial gray sale values are displayed
by the symbols in g. 2.14 C). The dashed line represents the average value
G 0
out ofthe partile. The full line presents a diret appliation of the equation 2.28 onsidering
the ontrast of pure polystyrene.
For the ryoTEM analysis we have to onsider a thin layer of vitried water in whih
spherialpartilesareembedded(see Fig. 2.14D).For
r > R
the raypassesonlythroughvitried water. Hene, it orresponds to the ontributionof the vitried water only and
is haraterized by the gray value
G 0 ∝ I 0 exp( − ̺ w t/x k,w )
. Thus, for spheres embeddedin glassywater we obtain fromeq. 2.28:
G(r)
Forsystems impenetrable by the solventwater,
φ = 1
. Inthis experiment the ontrast isnotdenedbytheontrastofthesystemitselfbutbythediereneofthereiproalmean
freepathlengthinthematerialand inglassywater, respetively
(̺ p /x k,p − ̺ w /x k,w )
. Fig.2.14 E) presents anexample in the form of one ore partile embedded invitried water
and the orresponding azimuthal average of the gray values. The dashed line represent
the average value
G 0
out of the partile. The symbols in the gure 2.14 F) present theresultingradialgraysalevalues. The fulllineorresponds toatwiththe equation2.29
onsidering the ontrast of pure polystyrene.
Table2.7providesvaluesoftheTEMandryo-TEMontrasts
k
obtainedfromthepartialwavealulationoftheelastiross-setionandfromtheequation2.24asdesribedabove
for hyperquenhed glassy water, polystyrene and the PNIPAM rosslinked shell with or
without energy ltering. The table learly shows the dierene of ontrast between the
dierent experiments. If we take as a referene the polystyrene with energy lter, TEM
experiments havea ontrast approximately5.7times higher thanin the Cryo-TEM. The
same omparisonwithout lter givesa fator around10.8. Comparing nowthe ontrasts
with and without lter gives a fator of 3.4 for the TEM and 6.5 for the CryoTEM.
This learly indiates the great advantage of the energy ltered mirosopy respet to
onventional instruments.
Ifthepolymerisporousorhastaken up water,the volumefrationof thepolymer within
G 0 G 1 G 2 G 3
r 1 R r 2
r 3
t
r
Figure2.15: Shemati representation of the spherial multilayer model forthe determination of
omplex material volume fration
φ(r)
and ontrast prolek(r)
. The analysis isperformed from
R
to the enter of the partiles. The relative gray values(G n /G 0 )
in eah layeris suessively alulated by reurrene (equation 2.30) fromthe value
of the ontrast
k n
andthe material volume frationφ n
followingthe distane totheenter of the partile
r n
.the partile is no longer unity but
φ
. For omplex radial volume fration prole, likemirogelsin solution for instane,
φ
isno longer onstant but is varying asa funtion ofr
. Moreover in the ase of omposite ore-shell partiles the ontrast is also dependingonthe dierent materialsomposingthe partilesand alsodepends on
r
.The prole
k(r)φ(r)
has then to be determined. To this purpose we have to applied a multilayers approah. The size of eah layer is restrited by the size of the pixel. Wehave to onsider
G(r n )/G 0
forr
varying fromR
to 0. Fig. 2.15 shows a shematirepresentationof the multilayermodelappliedto aspherialgeometry. Wean alulate
numerially the normalized gray value
G(r n )/G 0
by reurrene with the ontrastk n
andthematerialvolumefration
φ n
followingthedistanetotheenterr n
onsideringr 0 = R
,φ 0 = 0
andk 0 = 0
. Wean then used the reurrene:G(r n ) G 0
=
j=n
X
j=1
exp( − 2k n φ n (r 2 j−1 − r n 2 ) 1/2 )
(2.30)In this approah the funtion
k(r)φ(r)
an be introdued in equation 2.30 to t thenormalized gray values.
0 0.05 0.10 0.15 0.20 0.25
30 40 50 60 70
R [nm]
N /N to t
A) B)
Figure2.16: (A) TEM mirographs of the ore partiles. (B) Distribution in size obtained from
theTEManalysis,thepopulationanbe desribedby aGaussiandistribution(