AutoGeoLabel: Automated Label Generation for Geospatial Machine Learning

2021 IEEE International Conference on Big Data (Big Data) IEEE (2021) 1779-1786

Authors:

Conrad M Albrecht, Fernando Marianno, Levente J Klein

Direct comparison between single-scattering properties of ordered and disordered aggregates of nano-sized scattering centers.

Applied optics 60:35 (2021) 10893-10900

Authors:

Maor Sela, Carynelisa Haspel

Abstract:

In this study, we examine the single-scattering properties of aggregates of nano-sized spherical scattering centers (spherules) of different sizes and refractive indices, with an emphasis on contrasting the single-scattering properties of ordered and disordered aggregates, holding all other parameters constant. The ordered aggregates are constructed by arranging the spherules in a simple cubic configuration, while the disordered aggregates are constructed using an ideal amorphous solid algorithm. The single-scattering properties of both kinds of aggregates are computed using the superposition T-matrix method. We find that, in most cases, the scattering and absorption and hence extinction of radiation by ordered aggregates is stronger than for disordered aggregates: for the cases we examine, the average percent difference in scattering efficiency is 14%, and the maximum percent difference in scattering efficiency is 44%; the average percent difference in absorption efficiency is 5.3%, and the maximum percent difference in absorption efficiency is 18%; the average percent difference in extinction efficiency is 12%, and the maximum percent difference in extinction efficiency is 40%. These differences have implications regarding radiative transfer in systems of amorphous particles in general.

Apparent temperature and heat鈥恟elated illnesses during international athletic championships: A prospective cohort study

Scandinavian Journal of Medicine and Science in Sports Wiley 31:11 (2021) 2092-2102

Authors:

Karsten Hollander, Milan Kl枚wer, Andy Richardson, Laurent Navarro, S茅bastien Racinais, Volker Scheer, Andrew Murray, Pedro Branco, Toomas Timpka, Astrid Junge, Pascal Edouard

Compressing atmospheric data into its real information content

Nature Computational Science Springer Nature 1:11 (2021) 713-724

Authors:

Milan Kl枚wer, Miha Razinger, Juan J Dominguez, Peter D D眉ben, Tim N Palmer

Using Non-Linear Causal Models to 51猎奇入口 Aerosol-Cloud Interactions in the Southeast Pacific

(2021)

Authors:

Andrew Jesson, Peter Manshausen, Alyson Douglas, Duncan Watson-Parris, Yarin Gal, Philip Stier