Publications

PM2.5 Retrieval Using Aerosol Optical Depth, Meteorological Variables, and Artificial Intelligence

Logothetis, Stavros-Andreas; Kosmopoulos, Georgios; Salamalikis, Vasileios; Kazantzidis, Andreas

Particulate matter (PM) is one of the major air pollutants that has adverse impacts on human health. The aim of this study is to present an alternative approach for retrieving fine PM (particles with an aerodynamic diameter less than 2.5 μm, PM2.5) using artificial intelligence. Ground-based instruments, including a hand-held Microtops II sun photometer (for aerosol optical depth), a PurpleAir sensor (for PM2.5), and Rotronic sensors (for temperature and relative humidity), are used for the machine learning algorithm training. The retrieved PM2.5 reveals an adequate performance with an error of 0.08 μg m−3 and a Pearson correlation coefficient of 0.84.

Polar mesospheric descent and stratopause jumps following mid-winter sudden stratospheric warmings as observed in Odin/SMR water vapor and temperature.

Limpasuvan, V.; Lossow, S.; Murthag, D.P.; Orsolini, Y.J.; Urban, J.

Polar stratospheric clouds. Powerpoint presentation. NILU F

Myhre, C.L.

Polar Study using Aircraft, Remote Sensing, Surface Measurements and Models, of Climate, Chemistry, Aerosols, and Transport (POLARCAT) - An International Polar Year (IPY) Activity jointly endorsed by IGAC, SPARC and iLEAPS.

Stohl, A.; Law, K.

POLARCAT (Polar Study using Aircraft, Remote Sensing, Surface Measurements and Models, of Climate, Chemistry, Aerosols, and Transport) - an overview. NILU F

Stohl, A,Burkhart, J.F.; Law, K.S.; Brock, C.A.; Schlager, H.; Jacob, D.

Pole-to-pole atmospheric monitoring of POPs – the Troll Observatory, Antarctica

Halvorsen, Helene Lunder; Halse, Anne Karine; Bäcklund, Are; Nipen, Maja; Hartz, William Frederik; Bohlin-Nizzetto, Pernilla

Pole-to-pole validation of GOMOS ozone profiles using data from ground-based and balloon-sonde measurements.

Meijer, Y.J, Swart, D.P.J.; Allaart, M.; Andersen, S.B.; Bodeker, G.; Boyd, I.; Braathen, G.; Calisesi, Y.; Claude, H.; Dorokhov, V.; von der Gathen, P.; Gil, M.; Godin-Beekmann, S.; Goutail, F.; Hansen, G.; Karpetchko, A.; Keckhut, P.; Kelder, H.M.; Koelemeijer, R.; Kois, B.; Koopman, R.M.; Lambert, J.-C.; Leblanc, T.; McDermid, I.S.; Pal, S.; Kopp, G.; Schets, H.; Stubi, R.; Suortti, T.; Visconti, G.; Yela, M.

Poleward transport variability in the Northern Hemisphere during final stratospheric warmings simulated by CESM(WACCM).

Thiéblemont, R.; Matthes, K.; Orsolini, Y. J.; Hauchecorne, A.; Huret, N.

Policy Applications of the EUROTRAC Results: The Application Project. Transport and Chemical Transformation of Pollutants in the Troposphere, 3373, vol. 1

Borrell, P.; Builtjes, P.; Grennfelt, P.; Hov, Ø.; van Aalst, R.; Fowler, D.; Mégie, G.; Moussiopoulos, N.; Warneck, P.; Volz-Thomas, A.; Wayne, R.

Policy relevant results from an expert elicitation on the health risks of phthalates.

Zimmer, K.; Gutleb, A.; Ravnum, S.; von Krauss, M.K.; Murk, A.J.; Ropstad, E.; Skaare, J.; Eriksen, G.; Lyche, J.; Koppe, J.G.; Magnanti, B.L.; Yang, A.; Bartonova, A.; Keune, H.

Pollen dispersal over complex terrain: How does anisotropic airborne pollen transport affect interpretation of fossil pollen records? A case study in Northern Patagonia.

Pérez, C.; Bianchi, M.M.; Gassmann, M.; Pisso, I.

Pollutant deposits and air quality around the North Sea and the North-East Atlantic in 2005. NILU OR

Barrett, K.

Pollutant deposits and air quality at coastal stations in 2003. NILU OR

Barrett, K.J.