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Looking for the Mechanism of Anisotropic Surface Self-diffusion on Ice Crystals Using Molecular Dynamics Amrei Oswald* 1 , Natalie Bowens 1 , Ivan Gladich 2 , Steven Neshyba 1 , and Martina Roeselova 2 1 University of Puget Sound, Tacoma, WA 2 Institute of Organic Chemistry and Biochemistry, Prague, Czech Republic. *[email protected]
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Looking for the Mechanism of Anisotropic Surface Self-diffusion on Ice Crystals Using Molecular Dynamics Amrei Oswald* 1, Natalie Bowens 1, Ivan Gladich.

Dec 18, 2015

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Page 1: Looking for the Mechanism of Anisotropic Surface Self-diffusion on Ice Crystals Using Molecular Dynamics Amrei Oswald* 1, Natalie Bowens 1, Ivan Gladich.

Looking for the Mechanism of Anisotropic Surface Self-diffusion on Ice Crystals Using Molecular

Dynamics

Amrei Oswald*1, Natalie Bowens1, Ivan Gladich2,

Steven Neshyba1, and Martina Roeselova2

1University of Puget Sound, Tacoma, WA2Institute of Organic Chemistry and Biochemistry, Prague, Czech Republic.

*[email protected]

Page 2: Looking for the Mechanism of Anisotropic Surface Self-diffusion on Ice Crystals Using Molecular Dynamics Amrei Oswald* 1, Natalie Bowens 1, Ivan Gladich.

Cirrus clouds are important for climate because of their light-

scattering properties.

Stephens, G.L.; Tsay, S.; Stackhouse, P.W.; Flatau, P.J. Journal of Atmospheric Science, 1990, 47, 1742-1753

Page 3: Looking for the Mechanism of Anisotropic Surface Self-diffusion on Ice Crystals Using Molecular Dynamics Amrei Oswald* 1, Natalie Bowens 1, Ivan Gladich.

Cirrus clouds are comprised of faceted ice crystals.

The structure of these crystals impacts the way they scatter light.

X

Z

Yang, P.; Liou, K.N. Contr. Atmos. Phys. 1998, 71, 223-248.

Page 4: Looking for the Mechanism of Anisotropic Surface Self-diffusion on Ice Crystals Using Molecular Dynamics Amrei Oswald* 1, Natalie Bowens 1, Ivan Gladich.

It is believed that the shape and texture of cirrus ice crystals depends on surface diffusivity.

Hobbs, P.V.; Scott, W.D. Journal of Geophysical Research, 1965, 70, 5025-5034

Exposed ice facets develop a quasi-liquid layer (QLL)

ε1

ε2

Page 5: Looking for the Mechanism of Anisotropic Surface Self-diffusion on Ice Crystals Using Molecular Dynamics Amrei Oswald* 1, Natalie Bowens 1, Ivan Gladich.

Molecular dynamics indicates that surface diffusivity is anisotropic

Ivan Gladich, William Pfalzgraff, Ondřej Maršálek, Pavel Jungwirth, Martina Roeselová, and Steven Neshyba, "Arrhenius analysis of anisotropic surface diffusion on the prismatic facet of ice", Physical Chemistry Chemical Physics, 13, 19960-9 (2011).

Page 6: Looking for the Mechanism of Anisotropic Surface Self-diffusion on Ice Crystals Using Molecular Dynamics Amrei Oswald* 1, Natalie Bowens 1, Ivan Gladich.

Bolton-Pettersson mechanism

• Molecules move from ε2 to ε1 where they diffuse

• Diffusion occurs through the breaking and reforming of single hydrogen bonds

ε1

ε2

Bolton, K.; Petterson, J.B.C. J. Phys. Chem. 2000, 104, 1590-1595

Page 7: Looking for the Mechanism of Anisotropic Surface Self-diffusion on Ice Crystals Using Molecular Dynamics Amrei Oswald* 1, Natalie Bowens 1, Ivan Gladich.

Our approach: To take a closer look at these sudden jumps to see if we can identify what is causing anisotropy.

Z 5.4 nmY

5 nm

X 3.7 nm

Page 8: Looking for the Mechanism of Anisotropic Surface Self-diffusion on Ice Crystals Using Molecular Dynamics Amrei Oswald* 1, Natalie Bowens 1, Ivan Gladich.

• Molecules in ε1 have 1.5 fewer hydrogen bonds on average

• Structural differences create different potential energy barriers for the molecule to overcome

Page 9: Looking for the Mechanism of Anisotropic Surface Self-diffusion on Ice Crystals Using Molecular Dynamics Amrei Oswald* 1, Natalie Bowens 1, Ivan Gladich.

Hypotheses

• Bolton-Pettersson Mechanism

– Predicts most diffusion will occur in ε1

• My hypothesis

– Predicts most anisotropy will occur in ε2

Page 10: Looking for the Mechanism of Anisotropic Surface Self-diffusion on Ice Crystals Using Molecular Dynamics Amrei Oswald* 1, Natalie Bowens 1, Ivan Gladich.

Results

Location Ae % Total Events

Both ε1 and ε2 (Total) 1.29 100%

Starts in ε1, ends in ε2 1.23 2%

Starts in ε2, ends in ε1 1.10 2%

Starts in ε1, ends in ε1 1.90 21%

Starts in ε2, ends in ε2 0.98 75%

Page 11: Looking for the Mechanism of Anisotropic Surface Self-diffusion on Ice Crystals Using Molecular Dynamics Amrei Oswald* 1, Natalie Bowens 1, Ivan Gladich.

Results

Location Ae % Total Events

Both ε1 and ε2 (Total) 1.29 100%

Starts in ε1, ends in ε2 1.23 2%

Starts in ε2, ends in ε1 1.10 2%

Starts in ε1, ends in ε1 1.90 21%

Starts in ε2, ends in ε2 0.98 75%

Page 12: Looking for the Mechanism of Anisotropic Surface Self-diffusion on Ice Crystals Using Molecular Dynamics Amrei Oswald* 1, Natalie Bowens 1, Ivan Gladich.

ε1

ε2

Page 13: Looking for the Mechanism of Anisotropic Surface Self-diffusion on Ice Crystals Using Molecular Dynamics Amrei Oswald* 1, Natalie Bowens 1, Ivan Gladich.

Summary

• Diffusion events occur through the breaking and

forming of single hydrogen bonds

• Anisotropy is restricted to the ε1 layer

• Next steps:

– Euler angle analysis to see if molecules are restricted

to certain orientations

– Look at which Hydrogen bonds are breaking

Page 14: Looking for the Mechanism of Anisotropic Surface Self-diffusion on Ice Crystals Using Molecular Dynamics Amrei Oswald* 1, Natalie Bowens 1, Ivan Gladich.

Acknowlegments

Steven NeshybaNatalie BowensPenny Rowe

Martina Roeselova Ivan Gladich

University of Puget Sound Enrichment CommitteeMJ Murdock Charitable Trust

Page 15: Looking for the Mechanism of Anisotropic Surface Self-diffusion on Ice Crystals Using Molecular Dynamics Amrei Oswald* 1, Natalie Bowens 1, Ivan Gladich.
Page 16: Looking for the Mechanism of Anisotropic Surface Self-diffusion on Ice Crystals Using Molecular Dynamics Amrei Oswald* 1, Natalie Bowens 1, Ivan Gladich.

Ivan Gladich, William Pfalzgraff, Ondřej Maršálek, Pavel Jungwirth, Martina Roeselová, and Steven Neshyba, "Arrhenius analysis of anisotropic surface diffusion on the prismatic facet of ice", Physical Chemistry Chemical Physics, 13, 19960-9 (2011).

Page 17: Looking for the Mechanism of Anisotropic Surface Self-diffusion on Ice Crystals Using Molecular Dynamics Amrei Oswald* 1, Natalie Bowens 1, Ivan Gladich.

Ivan Gladich, William Pfalzgraff, Ondřej Maršálek, Pavel Jungwirth, Martina Roeselová, and Steven Neshyba, "Arrhenius analysis of anisotropic surface diffusion on the prismatic facet of ice", Physical Chemistry Chemical Physics, 13, 19960-9 (2011).

Page 18: Looking for the Mechanism of Anisotropic Surface Self-diffusion on Ice Crystals Using Molecular Dynamics Amrei Oswald* 1, Natalie Bowens 1, Ivan Gladich.

Ivan Gladich, William Pfalzgraff, Ondřej Maršálek, Pavel Jungwirth, Martina Roeselová, and Steven Neshyba, "Arrhenius analysis of anisotropic surface diffusion on the prismatic facet of ice", Physical Chemistry Chemical Physics, 13, 19960-9 (2011).