Data

The TgML model contains a machine-learning algorithm that was trained to predict the glass transition temperature Tg of molecular organic substances relevant to the atmosphere.

An online version of the model can be accessed here: TgML Online Model

We also provide the underlying data set of experimental glass transition temperatures here: BIMOG Database

Reference:

Armeli, G., Peters, J.-H., Koop, T.;
Machine-Learning-Based Prediction of the Glass Transition Temperature of Organic Compounds Using Experimental Data,
ACS Omega, 8, 12298-12309, 2023.   article online

---

Supplementary Data to the scientific article "Physical state of 2-methylbutane-1,2,3,4-tetraol in pure and internally mixed aerosols",
Lessmeier, J., Dette, H. P., Godt, A. and Koop, T.; Bielefeld University; 2018.

data files

These data files contain the source data of the x-y-plots shown in Figures 1, 2, 3, and 8 of the scientific article:

Lessmeier, J., Dette, H. P., Godt, A. and Koop, T.;
Physical state of 2-methylbutane-1,2,3,4-tetraol in pure and internally mixed aerosols,
Atmos. Chem. Phys., 18, 15841-15857, 2018.   article online

---

 

---

Supplementary Data to the scientific article "Boreal pollen contain ice-nucleating as well as ice-binding ‘antifreeze’ polysaccharides",
Dreischmeier K, Budke C, Wiehemeier L, Kottke T, and Koop T; Bielefeld University; 2017.

data files

These data files contain the source data of the x-y-plots shown in the figures of the scientific article:

Dreischmeier, K.; Budke, C.; Wiehemeier, L.; Kottke, T.; Koop, T.;
Boreal pollen contain ice-nucleating as well as ice-binding ‘antifreeze’ polysaccharides,
Sci. Rep., 7, 41890, 2017.   article online

---

 

Reference:

Murphy, D.M.; Koop, T.;
Review of the vapour pressures of ice and supercooled water for atmospheric applications,
Q. J. R. Meteorol. Soc., 131, 1539-1565, 2005.   article online*

Reference:

Murphy, D.M.; Koop, T.;
Review of the vapour pressures of ice and supercooled water for atmospheric applications,
Q. J. R. Meteorol. Soc., 131, 1539-1565, 2005.   article online*

Reference:

Murphy, D.M.; Koop, T.;
Review of the vapour pressures of ice and supercooled water for atmospheric applications,
Q. J. R. Meteorol. Soc., 131, 1539-1565, 2005.   article online*

Reference:

Koop, T.; Luo, B.P.; Tsias, A., Peter, T.;
Water activity as the determinant for homogeneous ice nucleation in aqueous solutions,
Nature, 406, 611-614, 2000.   article online*

Reference:

Semmler, M.; Luo, B.P.; Koop, T.;
Densities of liquid H ⁺ /NH 4 ⁺ /SO 4 ^2– /NO 3 ^– /H 2 O solutions at tropospheric temperatures,
Atmos. Environment, 40, 467-483, 2006.   article online*