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INTERPARTICLE INTERACTIONS AND DYNAMICS IN SOLUTIONS OF ZINC PERCHLORATE IN
ACETONITRILE AT 5-55 OC
Karazin Kharkiv national University
IX INTERNATIONAL CONFERENCE IN CHEMISTRY KYIV-TOULOUSE (ICKT-9)
report
Report: Dmitry Novikov
In collaboration with: Oleg Kalugin
Evgennia Smortsova
Vira Agieienko
KYIV 2017
RESULTS OF CONDUCTOMETRIC STUDY
0.02 0.04 0.06
120
140
160
180
200
220
240
260
eq
/Om
-1
cm
2
mol
-1
5.00
0
C
15.00
0
C
25.00
0
C
35.00
0
C
45.00
0
C
55.00
0
C
(c / mol dm
-3
)
1/2
𝑙𝑛𝛾± = βˆ’
1
2
πœ…π›½
1 + π‘…πœ…
𝑐𝑗
𝑠𝑑
=
𝑗=1
π‘š
πœˆπ‘–π‘™ 𝑐 π‘˜π‘™
𝐾𝐴𝑖= 𝑐 π‘˜π‘– 𝑦 π‘˜π‘–
𝑙=1
π‘ž
π‘Ž π‘˜π‘™
βˆ’π‘£ 𝑖𝑙
𝑄 =
π‘˜=1
𝑁
𝛬 π‘’π‘ž,π‘˜
𝑒π‘₯𝑝
βˆ’ 𝛬 π‘’π‘ž,π‘˜
π‘‘β„Žπ‘’π‘œπ‘Ÿ
(𝐀))
2
β‡’ π‘šπ‘–π‘›
Fig 1. Equivalent conductivity of Zinc perchlorate in acetonitrile as a
function of square root of concentration
Zn2+ + ClO4
- ↔ ZnClO4
+, KAI, (1)
ZnClO4
+ + ClO4
- ↔ Zn(ClO4)2, KAII, (2)
𝐴 = { 𝛬0 1
2
Zn(𝐢𝑙𝑂4)2, πœ†0
ZnClO4
+
, lg𝐾𝐴𝐼, lg𝐾𝐴𝐼𝐼, 𝑑+ 1
2
Zn2+
, 𝑅 , (3)
πœ†π‘—
= πœ†π‘—
0
1 + 𝑧𝑗
𝑝=2
𝑠
πœ’ 𝑗
𝑝
𝑣=1
𝑠
𝑑 𝑣 πœ’ 𝑣
𝑝
𝐴 𝑣
𝑝
𝑑 βˆ™ π›½πœ… + 𝐡𝑣
𝑝
𝑑 π›½πœ… 2
+ 𝐢𝑣
𝑝
𝑑 π›½πœ… 3
(4)
(5)
(6)
(7)
(8) 3
IX INTERNATIONAL CONFERENCE IN CHEMISTRY KYIV-
TOULOUSE (ICKT-9)
RESULTS OF CONDUCTOMETRIC STUDY
Zn2+ + ClO4
- ↔ ZnClO4
+, KAI
ZnClO4
+ + ClO4
- ↔ Zn(ClO4)2, KAII
Table 1. Results of conductometric data processing
t, ℃ πœ†0
(ZnClO4
+
) /
Sm cm2 mol-1
lg𝐾 𝐴𝐼
σΛ /
Sm cm2 mol-1
5 0C 14Β±7 2.34ο‚±0.03 0.49
15 0C 19Β±3 2.38ο‚±0.01 0.63
25 0C 17Β±4 2.370ο‚±0.08 0.77
35 0C - - 0.73
45 0C 11.3Β±9 2.41ο‚±0.03 0.77
55 0C 6.6Β±2 2.42ο‚±0.01 0.74Fig 2. Equivalent electrical conductivity of 𝑍𝑛2+
and 𝐢𝑙𝑂4
βˆ’
as a function of concentration
𝐀 = { 𝛬0
(
1
2
Zn ClO4)2 , πœ†0
ZnClO4
+
, lg𝐾𝐴𝐼, 𝑑+
(
1
2
Zn2+
) (9)
4
IX INTERNATIONAL CONFERENCE IN CHEMISTRY KYIV-
TOULOUSE (ICKT-9)
RESULTS OF CONDUCTOMETRIC STUDY
𝐾𝐴𝐼 =
4πœ‹π‘π΄
103
exp βˆ’
𝑑±
π‘˜ 𝐡 𝑇
βˆ— 𝐾𝐴
πΆπ‘œπ‘’π‘™
π‘Ž βˆ’ 𝐾𝐴
πΆπ‘œπ‘’π‘™
𝑅 + 𝐾𝐴
πΆπ‘œπ‘’π‘™
(𝑅
0 10 20 30 40 50 60
3.25
3.50
3.75
4.00
4.25
4.50
4.75
5.00
5.25
dNA
,kJ/mol
t, o
C
Fig 3. Temperature function of short range non-Coulomb potential
𝑅 𝑆𝑑 =
𝑧𝑒𝐹
4πœ‹πœ‚πœ†0
0 20 40 60
0.8
1.0
1.2
1.4
1.6
1.8
2.0
2.2
2.4
2.6
Zn
2+
ClO
4
ο€­
R
St
-R
i
/10
10
m
t /
o
C
0
Fig 4. Temperature function of thicknesses of ionic solvation shells
(10) (11)
5
IX INTERNATIONAL CONFERENCE IN CHEMISTRY KYIV-
TOULOUSE (ICKT-9)
DETAILS OF MOLECULAR DYNAMIC SIMULATIONS
Π’ΠΈΠΏ Π°Ρ‚ΠΎΠΌΠ° Масса Заряд Οƒ, Π½ΠΌ Ξ΅, ΠΊΠ”ΠΆ/моль
#atom C1
12.0112 -0.5503 0.3400 0.45729
#atom H 1.0079 0.1904 0.2500 0.03000
#atom C2
12.0112 0.4917 0.3546 0.056054
#atom N 14.0067 -0.5126 0.3100 0.556360
#atom Zn 65.3820 2.0000 0.0971 1192.44
#atom Cl 35.4527 1.309458 0.486 0.168
#atom O 15.9994 -0.577365 0.310 0.3168
Table 2. Force field parameters of modelled particles *
STEPS OF MODELLING:
1. System initiation (1 ps)
2. System equilibration (250 ps)
3. Study of structure (500 ps)
4. Study of dynamic properties (500 ps)
Cut-off radius: 1.33933 Π½ΠΌ
Ensemble: NVT
Thermostat relaxation time: 0.05 пс
Dielectric constant: 36.0
Temperature: 298.15 К
Density of system: 776.8 ΠΊΠ³/ΠΌ3
System (I) System (II)
*- AN: Nikitin A., J. Copm. Chem. – 2007 – Vol. 28, P. 2020-2026.
Zn: Torras J.,J. Phys. Chem. – 2013 –Vol. 117. – P. 10513-10522
6
IX INTERNATIONAL CONFERENCE IN CHEMISTRY KYIV-
TOULOUSE (ICKT-9)
DETERMINATION OF SOLVATION SHELLS BOUNDARIES AND IDENTIFICATION OF
CONTACT ION PAIR FORMATION
Fig 5. Radial density function of 𝑍𝑛2+
and 𝑍𝑛𝐢𝑙𝑂4
+
in acetonitrile
System Coordination number of 𝑍𝑛2+
(AN)
(I) 8
(II) 7
Π’Π°Π±Π»ΠΈΡ†Π° 3. Running coordination numbers of 𝑍𝑛2+
in systems (I) and (II)
0.2 0.3 0.4 0.5 0.6
0.0
2.5
5.0
7.5
10.0
12.5
15.0
17.5
20.0
nij
(r)
gij
(r)
r, nm
Zn...Cl (II)
Zn...N (II)
Zn (I)
Zn (II)
FSS
Zn…N
0.301 nm
d(CIP)
Zn…Cl
0.393 nm
7
IX INTERNATIONAL CONFERENCE IN CHEMISTRY KYIV-
TOULOUSE (ICKT-9)
DYNAMIC OF 𝒁𝒏 𝟐+ and 𝒁𝒏π‘ͺ𝒍𝑢 πŸ’
+
Fig 6. ACF of linear velocity of 𝑍𝑛2+
in systems (I) and (II) and 𝑍𝑛𝐢𝑙𝑂4
+
in system (II)
Fig 7. Spectra of linear velocity ACF for 𝑍𝑛2+
in systems (I) and (II) and
𝑍𝑛𝐢𝑙𝑂4
+
in system (II)
Π‘ 𝑉𝑉 𝑑 =
< 𝑽 0 𝑽 𝑑 >
𝑽2(0)
=
< 𝑽 0 𝑽 𝑑 > π‘š
3π‘˜ 𝐡 𝑇
𝑆 𝑉𝑉 𝑀 =
0
∞
Π‘ 𝑉𝑉 𝑑 cos 𝑀𝑑 𝑑𝑑
0.0 0.5 1.0 1.5 2.0
-0.4
-0.2
0.0
0.2
0.4
0.6
0.8
1.0
1.2
Cvv
(t)
t, ps
Cvv
(Zn) - (I)
Cvv
(Zn) - (II)
Cvv
(ClO-
4
) - (II)
0 200 400 600 800 1000
-0.01
0.00
0.01
0.02
0.03
0.04
0.05
0.06
0.07
S
(Zn) - (I)
S
(Zn) - (II)
S
(ClO-
4
) - (II)
S
()
,THz
(12) (13)
8
IX INTERNATIONAL CONFERENCE IN CHEMISTRY KYIV-
TOULOUSE (ICKT-9)
𝑛2+
𝑂4
+
ACETONITRILE DYNAMICS
Π‘ 𝑉𝑉 𝑑 =
< 𝑽 0 𝑽 𝑑 >
𝑽2(0)
=
< 𝑽 0 𝑽 𝑑 > π‘š
3π‘˜ 𝐡 𝑇
𝑆 𝑉𝑉 𝑀 =
0
∞
Π‘ 𝑉𝑉 𝑑 cos 𝑀𝑑 𝑑𝑑
𝐷 =
1
3
0
∞
Π‘ 𝑉𝑉 𝑑 𝑑𝑑
Table 4. Coefficients of translational self-diffusion for acetonitrile
molecules by solvation shells in systems studied
Fig 8. Linear velocity ACF for acetonitrile by solvation shells
Fig 9. Linear velocity ACF spectra for acetonitrile by solvation shells
0.0 0.5 1.0 1.5 2.0
-0.2
0.0
0.2
0.4
0.6
0.8
1.0
Cvv
(t)
t, ps
Cvv(AN) - Pure AN
Cvv(AN) - (I)
Cvv(AN) - (II)
0 200 400 600 800 1000
0.00
0.01
0.02
0.03
0.04
0.05
Cvv(AN) - Pure AN
Cvv(AN) - (I)
Cvv(AN) - (II)
S
()
, THz
Dβˆ™1010, m2s-1
(I) (II)
Bulk 3.73 3.80
SSS 1.68 -
FSS 0.82 0.66
ION 0.59 0.54
(12)
(13)
(14)
9
IX INTERNATIONAL CONFERENCE IN CHEMISTRY KYIV-
TOULOUSE (ICKT-9)
RESULTS OF THE DYNAMIC PROPERTIES STUDY
(I) Dipole momentum
reorientation time
Lifetime by solvation shells
Bulk 3.07 ps -
SSS 7.87 ps 15.76 ps
FSS 68.21 ps 255.75 ps
(II) Dipole momentum
reorientation time
Lifetime by solvation shells
Bulk 3.11 ps -
FSS 91.07 ps 79.81 пс
Π‘1πœ‡ 𝑑 = π‘π‘œπ‘›π‘ π‘‘ + exp βˆ’
𝑑
𝜏1πœ‡
Π‘ π‘Ÿπ‘‘ 𝑑 = π‘π‘œπ‘›π‘ π‘‘ + exp βˆ’
𝑑
𝜏 π‘Ÿπ‘‘
Fig 10. Dipole momentum reorientation time ACF
Fig 11. Lifetime ACF by solvation shells
Table 5. Results of dipole momentum reorientation time and lifetime
ACF study
0 1 2 3 4 5
-2.0
-1.5
-1.0
-0.5
0.0
Bulk - (I)
SSS - (I)
FSS - (I)
Bulk - (II)
FSS - (II)
lnC1
(t)
t ,ps
0.0 0.5 1.0 1.5 2.0
-0.4
-0.3
-0.2
-0.1
0.0
SSS - (I)
FSS - (I)
FSS - (II)
lnCrt
(t)
t, ps
πœ‡
(15)
(16)
10

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Interparticle Interactions and Dynamics in Solutions of Zinc Perchlorate in Acetonitrile at 5-55C

  • 1. INTERPARTICLE INTERACTIONS AND DYNAMICS IN SOLUTIONS OF ZINC PERCHLORATE IN ACETONITRILE AT 5-55 OC Karazin Kharkiv national University IX INTERNATIONAL CONFERENCE IN CHEMISTRY KYIV-TOULOUSE (ICKT-9) report Report: Dmitry Novikov In collaboration with: Oleg Kalugin Evgennia Smortsova Vira Agieienko KYIV 2017
  • 2. RESULTS OF CONDUCTOMETRIC STUDY 0.02 0.04 0.06 120 140 160 180 200 220 240 260 eq /Om -1 cm 2 mol -1 5.00 0 C 15.00 0 C 25.00 0 C 35.00 0 C 45.00 0 C 55.00 0 C (c / mol dm -3 ) 1/2 𝑙𝑛𝛾± = βˆ’ 1 2 πœ…π›½ 1 + π‘…πœ… 𝑐𝑗 𝑠𝑑 = 𝑗=1 π‘š πœˆπ‘–π‘™ 𝑐 π‘˜π‘™ 𝐾𝐴𝑖= 𝑐 π‘˜π‘– 𝑦 π‘˜π‘– 𝑙=1 π‘ž π‘Ž π‘˜π‘™ βˆ’π‘£ 𝑖𝑙 𝑄 = π‘˜=1 𝑁 𝛬 π‘’π‘ž,π‘˜ 𝑒π‘₯𝑝 βˆ’ 𝛬 π‘’π‘ž,π‘˜ π‘‘β„Žπ‘’π‘œπ‘Ÿ (𝐀)) 2 β‡’ π‘šπ‘–π‘› Fig 1. Equivalent conductivity of Zinc perchlorate in acetonitrile as a function of square root of concentration Zn2+ + ClO4 - ↔ ZnClO4 +, KAI, (1) ZnClO4 + + ClO4 - ↔ Zn(ClO4)2, KAII, (2) 𝐴 = { 𝛬0 1 2 Zn(𝐢𝑙𝑂4)2, πœ†0 ZnClO4 + , lg𝐾𝐴𝐼, lg𝐾𝐴𝐼𝐼, 𝑑+ 1 2 Zn2+ , 𝑅 , (3) πœ†π‘— = πœ†π‘— 0 1 + 𝑧𝑗 𝑝=2 𝑠 πœ’ 𝑗 𝑝 𝑣=1 𝑠 𝑑 𝑣 πœ’ 𝑣 𝑝 𝐴 𝑣 𝑝 𝑑 βˆ™ π›½πœ… + 𝐡𝑣 𝑝 𝑑 π›½πœ… 2 + 𝐢𝑣 𝑝 𝑑 π›½πœ… 3 (4) (5) (6) (7) (8) 3 IX INTERNATIONAL CONFERENCE IN CHEMISTRY KYIV- TOULOUSE (ICKT-9)
  • 3. RESULTS OF CONDUCTOMETRIC STUDY Zn2+ + ClO4 - ↔ ZnClO4 +, KAI ZnClO4 + + ClO4 - ↔ Zn(ClO4)2, KAII Table 1. Results of conductometric data processing t, ℃ πœ†0 (ZnClO4 + ) / Sm cm2 mol-1 lg𝐾 𝐴𝐼 σΛ / Sm cm2 mol-1 5 0C 14Β±7 2.34ο‚±0.03 0.49 15 0C 19Β±3 2.38ο‚±0.01 0.63 25 0C 17Β±4 2.370ο‚±0.08 0.77 35 0C - - 0.73 45 0C 11.3Β±9 2.41ο‚±0.03 0.77 55 0C 6.6Β±2 2.42ο‚±0.01 0.74Fig 2. Equivalent electrical conductivity of 𝑍𝑛2+ and 𝐢𝑙𝑂4 βˆ’ as a function of concentration 𝐀 = { 𝛬0 ( 1 2 Zn ClO4)2 , πœ†0 ZnClO4 + , lg𝐾𝐴𝐼, 𝑑+ ( 1 2 Zn2+ ) (9) 4 IX INTERNATIONAL CONFERENCE IN CHEMISTRY KYIV- TOULOUSE (ICKT-9)
  • 4. RESULTS OF CONDUCTOMETRIC STUDY 𝐾𝐴𝐼 = 4πœ‹π‘π΄ 103 exp βˆ’ 𝑑± π‘˜ 𝐡 𝑇 βˆ— 𝐾𝐴 πΆπ‘œπ‘’π‘™ π‘Ž βˆ’ 𝐾𝐴 πΆπ‘œπ‘’π‘™ 𝑅 + 𝐾𝐴 πΆπ‘œπ‘’π‘™ (𝑅 0 10 20 30 40 50 60 3.25 3.50 3.75 4.00 4.25 4.50 4.75 5.00 5.25 dNA ,kJ/mol t, o C Fig 3. Temperature function of short range non-Coulomb potential 𝑅 𝑆𝑑 = 𝑧𝑒𝐹 4πœ‹πœ‚πœ†0 0 20 40 60 0.8 1.0 1.2 1.4 1.6 1.8 2.0 2.2 2.4 2.6 Zn 2+ ClO 4 ο€­ R St -R i /10 10 m t / o C 0 Fig 4. Temperature function of thicknesses of ionic solvation shells (10) (11) 5 IX INTERNATIONAL CONFERENCE IN CHEMISTRY KYIV- TOULOUSE (ICKT-9)
  • 5. DETAILS OF MOLECULAR DYNAMIC SIMULATIONS Π’ΠΈΠΏ Π°Ρ‚ΠΎΠΌΠ° Масса Заряд Οƒ, Π½ΠΌ Ξ΅, ΠΊΠ”ΠΆ/моль #atom C1 12.0112 -0.5503 0.3400 0.45729 #atom H 1.0079 0.1904 0.2500 0.03000 #atom C2 12.0112 0.4917 0.3546 0.056054 #atom N 14.0067 -0.5126 0.3100 0.556360 #atom Zn 65.3820 2.0000 0.0971 1192.44 #atom Cl 35.4527 1.309458 0.486 0.168 #atom O 15.9994 -0.577365 0.310 0.3168 Table 2. Force field parameters of modelled particles * STEPS OF MODELLING: 1. System initiation (1 ps) 2. System equilibration (250 ps) 3. Study of structure (500 ps) 4. Study of dynamic properties (500 ps) Cut-off radius: 1.33933 Π½ΠΌ Ensemble: NVT Thermostat relaxation time: 0.05 пс Dielectric constant: 36.0 Temperature: 298.15 К Density of system: 776.8 ΠΊΠ³/ΠΌ3 System (I) System (II) *- AN: Nikitin A., J. Copm. Chem. – 2007 – Vol. 28, P. 2020-2026. Zn: Torras J.,J. Phys. Chem. – 2013 –Vol. 117. – P. 10513-10522 6 IX INTERNATIONAL CONFERENCE IN CHEMISTRY KYIV- TOULOUSE (ICKT-9)
  • 6. DETERMINATION OF SOLVATION SHELLS BOUNDARIES AND IDENTIFICATION OF CONTACT ION PAIR FORMATION Fig 5. Radial density function of 𝑍𝑛2+ and 𝑍𝑛𝐢𝑙𝑂4 + in acetonitrile System Coordination number of 𝑍𝑛2+ (AN) (I) 8 (II) 7 Π’Π°Π±Π»ΠΈΡ†Π° 3. Running coordination numbers of 𝑍𝑛2+ in systems (I) and (II) 0.2 0.3 0.4 0.5 0.6 0.0 2.5 5.0 7.5 10.0 12.5 15.0 17.5 20.0 nij (r) gij (r) r, nm Zn...Cl (II) Zn...N (II) Zn (I) Zn (II) FSS Zn…N 0.301 nm d(CIP) Zn…Cl 0.393 nm 7 IX INTERNATIONAL CONFERENCE IN CHEMISTRY KYIV- TOULOUSE (ICKT-9)
  • 7. DYNAMIC OF 𝒁𝒏 𝟐+ and 𝒁𝒏π‘ͺ𝒍𝑢 πŸ’ + Fig 6. ACF of linear velocity of 𝑍𝑛2+ in systems (I) and (II) and 𝑍𝑛𝐢𝑙𝑂4 + in system (II) Fig 7. Spectra of linear velocity ACF for 𝑍𝑛2+ in systems (I) and (II) and 𝑍𝑛𝐢𝑙𝑂4 + in system (II) Π‘ 𝑉𝑉 𝑑 = < 𝑽 0 𝑽 𝑑 > 𝑽2(0) = < 𝑽 0 𝑽 𝑑 > π‘š 3π‘˜ 𝐡 𝑇 𝑆 𝑉𝑉 𝑀 = 0 ∞ Π‘ 𝑉𝑉 𝑑 cos 𝑀𝑑 𝑑𝑑 0.0 0.5 1.0 1.5 2.0 -0.4 -0.2 0.0 0.2 0.4 0.6 0.8 1.0 1.2 Cvv (t) t, ps Cvv (Zn) - (I) Cvv (Zn) - (II) Cvv (ClO- 4 ) - (II) 0 200 400 600 800 1000 -0.01 0.00 0.01 0.02 0.03 0.04 0.05 0.06 0.07 S (Zn) - (I) S (Zn) - (II) S (ClO- 4 ) - (II) S () ,THz (12) (13) 8 IX INTERNATIONAL CONFERENCE IN CHEMISTRY KYIV- TOULOUSE (ICKT-9) 𝑛2+ 𝑂4 +
  • 8. ACETONITRILE DYNAMICS Π‘ 𝑉𝑉 𝑑 = < 𝑽 0 𝑽 𝑑 > 𝑽2(0) = < 𝑽 0 𝑽 𝑑 > π‘š 3π‘˜ 𝐡 𝑇 𝑆 𝑉𝑉 𝑀 = 0 ∞ Π‘ 𝑉𝑉 𝑑 cos 𝑀𝑑 𝑑𝑑 𝐷 = 1 3 0 ∞ Π‘ 𝑉𝑉 𝑑 𝑑𝑑 Table 4. Coefficients of translational self-diffusion for acetonitrile molecules by solvation shells in systems studied Fig 8. Linear velocity ACF for acetonitrile by solvation shells Fig 9. Linear velocity ACF spectra for acetonitrile by solvation shells 0.0 0.5 1.0 1.5 2.0 -0.2 0.0 0.2 0.4 0.6 0.8 1.0 Cvv (t) t, ps Cvv(AN) - Pure AN Cvv(AN) - (I) Cvv(AN) - (II) 0 200 400 600 800 1000 0.00 0.01 0.02 0.03 0.04 0.05 Cvv(AN) - Pure AN Cvv(AN) - (I) Cvv(AN) - (II) S () , THz Dβˆ™1010, m2s-1 (I) (II) Bulk 3.73 3.80 SSS 1.68 - FSS 0.82 0.66 ION 0.59 0.54 (12) (13) (14) 9 IX INTERNATIONAL CONFERENCE IN CHEMISTRY KYIV- TOULOUSE (ICKT-9)
  • 9. RESULTS OF THE DYNAMIC PROPERTIES STUDY (I) Dipole momentum reorientation time Lifetime by solvation shells Bulk 3.07 ps - SSS 7.87 ps 15.76 ps FSS 68.21 ps 255.75 ps (II) Dipole momentum reorientation time Lifetime by solvation shells Bulk 3.11 ps - FSS 91.07 ps 79.81 пс Π‘1πœ‡ 𝑑 = π‘π‘œπ‘›π‘ π‘‘ + exp βˆ’ 𝑑 𝜏1πœ‡ Π‘ π‘Ÿπ‘‘ 𝑑 = π‘π‘œπ‘›π‘ π‘‘ + exp βˆ’ 𝑑 𝜏 π‘Ÿπ‘‘ Fig 10. Dipole momentum reorientation time ACF Fig 11. Lifetime ACF by solvation shells Table 5. Results of dipole momentum reorientation time and lifetime ACF study 0 1 2 3 4 5 -2.0 -1.5 -1.0 -0.5 0.0 Bulk - (I) SSS - (I) FSS - (I) Bulk - (II) FSS - (II) lnC1 (t) t ,ps 0.0 0.5 1.0 1.5 2.0 -0.4 -0.3 -0.2 -0.1 0.0 SSS - (I) FSS - (I) FSS - (II) lnCrt (t) t, ps πœ‡ (15) (16) 10