2026

Di Natale, C. M., Schaber, T., Tran, G. T., Susiluoto, J., Keller, D.P., Ekholm, T., and Partanen A.-I.: The coupled uncertainties in carbon dioxide removal and transient climate response to cumulative CO2 emissions, Env. Res. Lett., Volume 21, Number 2, doi:10.1088/1748-9326/ae20a5, 2026

Im, U., Samset, B. H., Nenes, A., Thomas, J. L., Kokkola, H., Dubovik, O., Amiridis, V, Arola, A., Bellouin, N., Benedetti, A., Bilde, M., Blichner, S., Decesari, S., Ekman, A. M. L., García-Pando, C. P., Gross, S., Gryspeerdt, E., Hasekamp, O., Kahn, R. A., Laakso, A., Lohmann, U., Marelle, L., Massling, A. H., Myhre, C. L., Pöhlker, M., Quaas, J., Raatikainen, T., Riipinen, I., Schmale, J., Seifert, P., Skov, H., Smith, C., Sporre, M. K., Stier, P., Storelvmo, T. Tsigaridis, K., van Diedenhoven, B., Virtanen, A., Wandinger, U., Wilcox, L. J., Zieger, P.: Aerosol-cloud interactions: Overcoming a barrier to projecting near-term climate evolution and risk, AGU Advances, 7, e2025AV001872, doi:10.1029/2025AV001872, 2026.

Riipinen, I., Talvinen, S., Chassaing, A., Georgakaki, P., Li, X., García- Pando, C.P., Bergman, T., Kommula, S.M., Proske, U., Gkouvousis, A., Tsimpidi, A.P., Chatziparaschos, M., Neuberger, A., Karydis, V.A., Calderón, S.M., Romakkaniemi, S., Partridge, D.G., Khadir, T., Dada, L., van Noije, T., Decesari, S., Seland, Ø., Zieger, P., Bender, F., Carslaw, K., Cermak, J., Costa-Surós, M., Ageitos, M., Gramlich, Haugvaldstad, O.W., Holopainen, E., Hoose, C., Jorba, O., Kakavas, S., Kanakidou, M., Kokkola, H., Krejci, R., Kühn, T., Kulmala, M., Le Sager, P., Makkonen, R., Manavi, S.E.I., Mentel, T.F., Milousis, A., Myriokefalitakis, S., Nenes, A., Nieminen, T., Pandis, S.N., Patoulias, D., Petäjä, T., Quaas, J., Regayre, L., Scholz, S.M.C., Schulz, M., Skyllakou, K., Sousse, R., Stier, P., Thomas, M.A., Villinger, J.T., Virtanen, A., Wyser, K. and Ekman, A.M.L.: Treatment of Key Aerosol and Cloud Processes in Earth System Models – Recommendations from the FORCeS Project, Tellus B: Chemical and Physical Meteorology, 78(1): 1-66, doi:10.16993/tellusb.1883, 2026

Sathyanadh, A., Esfandiari, H., Bourgeois, T., Schwinger, J., Bergman, T., Partanen, A.-I., Debolsky, M., Seifert, M., Keller D. and Muri. H.: Efficacy of individual and combined terrestrial and marine carbon dioxide removal, Environ. Res. Lett., Volume 21, Number 1, doi:10.1088/1748-9326/ae2af5, 2026

2025

Calderón, S. M., Hyttinen, N., Kokkola, H., Raatikainen, T., Lawson, R. P., and Romakkaniemi, S.: Secondary ice formation in cumulus congestus clouds: insights from observations and aerosol-aware large-eddy simulations, Atmos. Chem. Phys., 25, 14479–14500, doi:10.5194/acp-25-14479-2025, 2025.

Ekholm, T. Freistetter, N.-C., Mattlar, T., Schaber, T., Rautiainen, A.: SuCCESs–a global IAM for exploring the interactions between energy, materials, land-use and climate systems in long-term scenarios (model version 2024-10-23), Geoscientific Model Development 18, 4805–4822, doi:10.5194/gmd-18-4805-2025, 2025.

Herrala, O., Ekholm, T., Oliveira, F.: Solving decision problems with endogenous uncertainty and conditional information revelation using influence diagrams, Computational management science 22, 17, doi:10.1007/s10287-025-00543-4, 2025.

Köhler, D., Räisänen, P., Naakka, T., Nordling, K., and Sinclair, V. A.: The future North Atlantic jet stream and storm track: relative contributions from sea ice and sea surface temperature changes, Weather Clim. Dynam., 6, 669–694, doi:10.5194/wcd-6-669-2025, 2025.

Leppinen, J., Punkka, A., Ekholm, T. and Salo, A.: An optimization model for determining cost-efficient maintenance policies for multi-component systems with economic and structural dependencies, Omega 130, 103162, doi:10.1016/j.omega.2024.103162, 2025

Li, X., Nieminen, T., Baalbaki, R., Zhou, P., Paasonen, P., Makkonen, R., Zaidan, M. A., Sarnela, N., Yan, C., Jokinen, T., Salma, I., Vörösmarty, M., Petäjä, T., Kerminen, V.-M., Kulmala, M., and Dada, L.: Parameterization of particle formation rates in distinct atmospheric environments, Aerosol Research, 3, 271–291, doi:10.5194/ar-3-271-2025, 2025

Mahowald, N. M., Li, L., Vira, J., Prank, M., Hamilton, D. S., Matsui, H., Miller, R. L., Lu, P. L., Akyuz, E., Meidan, D., Hess, P., Lihavainen, H., Wiedinmyer, C., Hand, J., Alaimo, M. G., Alves, C., Alastuey, A., Artaxo, P., Barreto, A., Barraza, F., Becagli, S., Calzolai, G., Chellam, S., Chen, Y., Chuang, P., Cohen, D. D., Colombi, C., Diapouli, E., Dongarra, G., Eleftheriadis, K., Engelbrecht, J., Galy-Lacaux, C., Gaston, C., Gomez, D., González Ramos, Y., Harrison, R. M., Heyes, C., Herut, B., Hopke, P., Hüglin, C., Kanakidou, M., Kertesz, Z., Klimont, Z., Kyllönen, K., Lambert, F., Liu, X., Losno, R., Lucarelli, F., Maenhaut, W., Marticorena, B., Martin, R. V., Mihalopoulos, N., Morera-Gómez, Y., Paytan, A., Prospero, J., Rodríguez, S., Smichowski, P., Varrica, D., Walsh, B., Weagle, C. L., and Zhao, X.: AERO-MAP: a data compilation and modeling approach to understand spatial variability in fine- and coarse-mode aerosol composition, Atmos. Chem. Phys., 25, 4665–4702, doi:10.5194/acp-25-4665-2025, 2025

Mattlar, T, Ekholm, T.: The impact of bioplastics production on climate change mitigation, fossil fuels and land-use. Renewable and Sustainable Energy Reviews, 212, 115234, doi:10.1016/j.rser.2024.115234, 2025

Naakka, T., Köhler, D., Nordling, K., Räisänen, P., Lund, M. T., Makkonen, R., Merikanto, J., Samset, B. H., Sinclair, V. A., Thomas, J. L., and Ekman, A. M. L.: Polar winter climate change: strong local effects from sea ice loss, widespread consequences from warming seas, Atmos. Chem. Phys., 25, 8127–8145, doi:10.5194/acp-25-8127-2025, 2025.

Nordling, K., Fahrenbach, N. L. S., and Samset, B. H.: Climate variability can outweigh the influence of climate mean changes for extreme precipitation under global warming, Atmos. Chem. Phys., 25, 1659–1684, doi:10.5194/acp-25-1659-2025, 2025

Petrenko, M., Kahn, R., Chin, M., Bauer, S. E., Bergman, T., Bian, H., Curci, G., Johnson, B., Kaiser, J. W., Kipling, Z., Kokkola, H., Liu, X., Mezuman, K., Mielonen, T., Myhre, G., Pan, X., Protonotariou, A., Remy, S., Skeie, R. B., Stier, P., Takemura, T., Tsigaridis, K., Wang, H., Watson-Parris, D., and Zhang, K.: Biomass burning emission analysis based on MODIS aerosol optical depth and AeroCom multi-model simulations: implications for model constraints and emission inventories, Atmos. Chem. Phys., 25, 1545–1567, doi:10.5194/acp-25-1545-2025, 2025.

Prank, M., Tonttila, J., Shang, X., Romakkaniemi, S., and Raatikainen, T.: Can pollen affect precipitation?, Atmos. Chem. Phys., 25, 183–197, doi:10.5194/acp-25-183-2025, 2025

Ruosteenoja, K., Räisänen, P., Karhu, J. A., and Lindfors, A. V.:Future PV production potential in Northern Europe under changing snowconditions: A multi-model assessment. Solar Energy, 301, 113896, doi:10.1016/j.solener.2025.113896, 2025

Räisänen, P., Luomaranta, A. and Jylhä, K.: Future Snow Scenarios for Northern Europe Based on Coupled Model Intercomparison Project Phase 6 Data, Int J Climatol, 45, e8795, doi:10.1002/joc.8795, 2025

Samset, B.H., Wilcox, L.J., Allen, R.J. et al. East Asian aerosol cleanup has likely contributed to the recent acceleration in global warming. Commun Earth Environ 6, 543, doi:10.1038/s43247-025-02527-3, 2025

Tahvonen, S., Köhler, D., Räisänen, P., and Sinclair, V. A.: Response ofNorthern Hemisphere Rossby wave breaking to changes in sea surface temperatureand sea ice cover, Weather Clim. Dynam., 6, 1299–1317, doi:10.5194/wcd-6-1299-2025, 2025.

Thölix, L., Backman, L., Havu, M., Karvinen, E., Soininen, J., Trémeau, J., Nevalainen, O., Ahongshangbam, J., Järvi, L., and Kulmala, L.: Carbon sequestration in different urban vegetation types in Southern Finland, Biogeosciences, 22, 725–749, doi:10.5194/bg-22-725-2025, 2025.

Utriainen L., Virman M., Laakso A., Ritvanen J., Jylhä K. & Merikanto J.: Less frequent but more intense summertime precipitation in Finland: results from a convection-permitting climate model. Boreal Env. Res. 30: 93–109, doi:10.60910/ber2025.xv04-3n48, 2025

Ylivinkka I., Natale C.D., Mikkelsen M.K.,Nissinen A., Pennacchio L., Strömber J., Saranko O., Utriainen L., Valiati R., Aalto J., Banerji S., Heikkinen L., Lintunen A., Luoma K., Peräkylä O., Sarnela N., Taipale D., Taipale R., Thomas S.J., Zhang X. & Kulmala M. 2025: Intervention of pollution episodes from nearby sawmills to ecosystem-atmosphere interactions studied in a boreal forest at SMEAR II. Boreal Env. Res. 30: 221–241., doi:10.60910/ber2025.727e-sw95, 2025

2024

Ekholm, T., Freistetter, N.-C., Rautiainen, A., and Thölix, L.: CLASH – Climate-responsive Land Allocation model with carbon Storage and Harvests, Geoscientific Model Development 17, 3041–3062, doi:10.5194/gmd-17-3041-2024, 2024.

Ekholm, T., and Schaber, T. Under what conditions? A scenario-based approach for exploring the prerequisites of future events, Futures & Foresight Science, e196, doi:10.1002/ffo2.196, 2024

Foreback, B., Mahura, A., Clusius, P., Xavier, C., Baykara, M., Zhou, P., Nieminen, T., Sinclair, V., Kerminen, V.-M., Kokkonen, T. V., Hakala, S., Aliaga, D., Makkonen, R., Baklanov, A., Nuterman, R., Xia, M., Hua, C., Liu, Y., Kulmala, M., Paasonen, P. & Boy, M.: A new implementation of FLEXPART with Enviro-HIRLAM meteorological input, and a case study during a heavy air pollution event, Big Earth Data, doi: 10.1080/20964471.2024.2316320, 2024.

Herrala, O., Gabriel, S., Oliveira, F., Ekholm, T.: A novel strong duality-based reformulation for trilevel infrastructure models in energy systems development, Journal of the Operational Research Society, doi:10.1080/01605682.2024.2365807, 2024

Isomäki K., McGrath M. J., Backman L., Leskinen J., Berchet A., Broquet G., Fortems-Cheiney A., Junttila V., Leppänen A., Lindqvist H., Mengistu A., Mäkelä A., Raivonen M., Thölix L. & Aalto T. (2024). Assessing the role of terrestrial ecosystems in Finland’s total CO2 balance through a comparison of top-down and bottom-up estimates. Boreal environment research, 29, 77-102, 2024

Kouznetsov, R., Hänninen, R., Uppstu, A., Kadantsev, E., Fatahi, Y., Prank, M., Kouznetsov, D., Noe, S. M., Junninen, H., and Sofiev, M.: A bottom-up emission estimate for the 2022 Nord Stream gas leak: derivation, simulations, and evaluation, Atmos. Chem. Phys., 24, 4675–4691, doi:10.5194/acp-24-4675-2024, 2024.

Mahura A., Baklanov A., Makkonen R., Boy M., Petäjä T., Lappalainen H.K., Nuterman R., Kerminen V-M., Arnold S.R., Jochum M., Shvidenko A., Esau I., Sofiev M., Stohl A., Aalto T., Bai J., Chen Ch., Cheng Ya., Drofa O., Huang M., Järvi L., Kokkola H., Kouznetsov R., Li T., Malguzzi P., Monks S., Poulsen M.B., Noe S.M., Palamarchuk Yu., Foreback B., Clusius P., Rasmussen T.A.S., She J., Sørensen J.H., Spracklen D., Su H., Tonttila J., Wang S., Wang J., Wolf-Grosse T., Yu Y., Zhang Q., Zhang W., Zhang We., Zheng S., Li S., Li Y., Zhou P., & Kulmala M.: Towards seamless environmental prediction – development of Pan-Eurasian EXperiment (PEEX) modelling platform, Big Earth Data, doi:10.1080/20964471.2024.2325019, 2024

Nilsen, K., Kivi, R., Laine, M. et al. Time-varying trends from Arctic ozonesonde time series in the years 1994–2022. Sci Rep 14, 27683, doi:10.1038/s41598-024-75364-7, 2024

Nordling, K., Keskinen, J.-P., Romakkaniemi, S., Kokkola, H., Räisänen, P., Lipponen, A., Partanen, A.-I., Ahola, J., Tonttila, J., Alper, M. E., Korhonen, H., and Raatikainen, T.: Technical note: Emulation of a large-eddy simulator for stratocumulus clouds in a general circulation model, Atmos. Chem. Phys., 24, 869–890, doi:10.5194/acp-24-869-2024, 2024

Rantanen, M., Räisänen, J., & Merikanto, J.: A method for estimating the effect of climate change on monthly mean temperatures: September 2023 and other recent record‐warm months in Helsinki, Finland. Atmospheric Science Letters, e1216 , doi:10.1002/asl.1216, 2024

Saranko, O., Suomi, J., Partanen, A.-I., Fortelius, C., Gonzales-Inca, C., and Käyhkö, J.: Comparison of Physically Based and Empirical Modeling of Nighttime Spatial Temperature Variability during a Heatwave in and around a City. J. Appl. Meteor. Climatol., 63, 1053–1074, doi:10.1175/JAMC-D-23-0149.1, 2024.

Schaber, T., Ekholm, T., Merikanto, J. et al.: Prudent carbon dioxide removal strategies hedge against high climate sensitivity, Commun Earth Environ 5, 285, doi:10.1038/s43247-024-01456-x, 2024

Shen, J., Russell, D. M., DeVivo, J., Kunkler, F., Baalbaki, R., Mentler, B., ... & He, X. C., New particle formation from isoprene under upper-tropospheric conditions. Nature, 636(8041), 115-123, doi:10.1038/s41586-024-08196-0, 2024

Smith, C., Cummins, D. P., Fredriksen, H.-B., Nicholls, Z., Meinshausen, M., Allen, M., Jenkins, S., Leach, N., Mathison, C., and Partanen, A.-I.: fair-calibrate v1.4.1: calibration, constraining, and validation of the FaIR simple climate model for reliable future climate projections, Geosci. Model Dev., 17, 8569–8592, doi:10.5194/gmd-17-8569-2024, 2024.

Sofiev, M., Palamarchuk, J., Kouznetsov, R., Abramidze, T., Adams-Groom, B., Antunes, C. M., Ariño, A. H., Bastl, M., Belmonte, J., Berger, U. E., Bonini, M., Bruffaerts, N., Buters, J., Cariñanos, P., Celenk, S., Ceriotti, V., Charalampopoulos, A., Clewlow, Y., Clot, B., Dahl, A., Damialis, A., De Linares, C., De Weger, L. A., Dirr, L., Ekebom, A., Fatahi, Y., Fernández González, M., Fernández González, D., Fernández-Rodríguez, S., Galán, C., Gedda, B., Gehrig, R., Geller Bernstein, C., Gonzalez Roldan, N., Grewling, L., Hajkova, L., Hänninen, R., Hentges, F., Jantunen, J., Kadantsev, E., Kasprzyk, I., Kloster, M., Kluska, K., Koenders, M., Lafférsová, J., Leru, P. M., Lipiec, A., Louna-Korteniemi, M., Magyar, D., Majkowska-Wojciechowska, B., Mäkelä, M., Mitrovic, M., Myszkowska, D., Oliver, G., Östensson, P., Pérez-Badia, R., Piotrowska-Weryszko, K., Prank, M., Przedpelska-Wasowicz, E. M., Pätsi, S., Rajo, F. J. R., Ramfjord, H., Rapiejko, J., Rodinkova, V., Rojo, J., Ruiz-Valenzuela, L., Rybnicek, O., Saarto, A., Sauliene, I., Seliger, A. K., Severova, E., Shalaboda, V., Sikoparija, B., Siljamo, P., Soares, J., Sozinova, O., Stangel, A., Stjepanović, B., Teinemaa, E., Tyuryakov, S., Trigo, M. M., Uppstu, A., Vill, M., Vira, J., Visez, N., Vitikainen, T., Vokou, D., Weryszko-Chmielewska, E. and Karppinen, A.: European pollen reanalysis, 1980–2022, for alder, birch, and olive, Sci. Data, 11(1), 1082, doi:10.1038/s41597-024-03686-2, 2024.

Suomi, J., Saranko, O., Partanen, A.-I., Fortelius, C., Gonzales-Inca, C., and Käyhkö, J.: Evaluation of surface air temperature in the HARMONIE-AROME weather model during a heatwave in the coastal city of Turku, Finland, Urban Clim, 53, 101811, doi:10.1016/j.uclim.2024.101811, 2024

2023

Dada, L., Stolzenburg, D., Simon, M., Fischer, L., Heinritzi, M., Wang, M., ... & Kulmala, M.:, Role of sesquiterpenes in biogenic new particle formation. Science Advances, 9(36), eadi5297, 2023

Di Natale C. M., Tamm O. & Koivusalo H. 2023: Climate change adaptation using low impact development for stormwater management in a Nordic catchment., Boreal Env. Res., 28, 243–258, 2023.

Ekblom, M., Tuppi, L., Räty, O., Ollinaho, P., Laine, M., & Järvinen, H.: Filter Likelihood as an Observation-Based Verification Metric in Ensemble Forecasting, Tellus A: Dynamic Meteorology and Oceanography, 75(1), 69–87, doi:10.16993/tellusa.96, 2023

Fouilloux, A., Iaquinta, J., Gupta, A. K., Struthers, H., Landgren, O., Dwarakanath, P., Bergman, T., He, Y., Building on Communities to Further Software Sustainability, Computing in Science & Engineering, vol. 25, no. 3, pp. 84-88, May-June 2023, doi:10.1109/MCSE.2023.3318749, 2023

He, X.-C., Shen, J., Iyer, S., Juuti, P., Zhang, J., Koirala, M., Kytökari, M. M., Worsnop, D. R., Rissanen, M., Kulmala, M., Maier, N. M., Mikkilä, J., Sipilä, M., and Kangasluoma, J.:, Characterisation of gaseous iodine species detection using the multi-scheme chemical ionisation inlet 2 with bromide and nitrate chemical ionisation methods, Atmos. Meas. Tech., 16, 4461–4487, doi:10.5194/amt-16-4461-2023, 2023.

He, Xu-Cheng, et al. Iodine oxoacids enhance nucleation of sulfuric acid particles in the atmosphere., Science 382.6676, 1308-1314, doi:10.1126/science.adh2526, 2023

Kivimäki, M., Batty, G.D., Pentti, J., Suomi, J., Nyberg, S.T., Merikanto, J., Nordling, K., Ervasti, J., Suominen, S.B., Partanen, A.I., Stenholm, S., Käyhkö, J., and Vahtera, J., Climate Change, Summer Temperature, and Heat-Related Mortality in Finland: Multicohort Study with Projections for a Sustainable vs. Fossil-Fueled Future to 2050. Environmental health perspectives, 131(12), p.127020, doi:10.1289/EHP12080, 2023

Lapere, R., Thomas, J. L., Marelle, L., Ekman, A. M. L., Frey, M. M., Lund, M. T., Makkonen, R., Ranjithkumar, A., Salter, M. E., Samset, B. H., Schulz, M., Sogacheva, L., Yang, X. Zieger, P., The representation of sea salt aerosols and their role in polar climate within CMIP6, Journal of Geophysical Research: Atmospheres, 128, e2022JD038235, doi:10.1029/2022JD038235, 2023.

Lintunen A., Aalto J., Asmi A., Aurela M., Bäck J., Ehn M., Ezhova E., Hakola H., Hartonen K., Heinonsalo J., Hellén H., Hölttä T., Jokinen T., Järvi L., Järvinen H., Kangasluoma J., Kerminen V.-M., Kolari P., Köster K., Köster E., Kulmala L., Kurten T., Laaksonen A., Lappalainen H.K., Laurila T., Lehtipalo K., Lihavainen H., Lohila A., Losoi M., Mäkelä A., Makkonen R., Mammarella I., Mikkonen S., Moisseev D., Ojala A., Petäjä T., Pihlatie M., Porcar-Castell A., Praplan A. P., Pulliainen J., Pumpanen J., Rantala P., Riekkola M.-L., Rissanen K., Romakkaniemi S., Ruiz-Jimenez J., Sarnela N., Schallhart S., Schiestl-Aalto P., Rinne J., Tuittila E.-S., Vehkamäki H., Vesala T., Viisanen Y., Virtanen A., Ylivinkka I., Hari P. & Kulmala M., The Center of Excellence in Atmospheric Science (2002–2019) — from molecular and biological processes to the global climate., Boreal Env. Res., 28, 15–80, 2023

Ma, Fangfang, Hong-Bin Xie, Rongjie Zhang, Lihao Su, Qi Jiang, Weihao Tang, Jingwen Chen, Morten Engsvang, Jonas Elm, and Xu-Cheng He:, Enhancement of Atmospheric Nucleation Precursors on Iodic Acid-Induced Nucleation: Predictive Model and Mechanism., Environmental Science & Technology 57, no. 17 , 6944-6954, 2023

Persad, G., Samset, B. H., Wilcox, L. J., Allen, R. J., Bollasina, M. A., Booth, B. B. B., Bonfils, C., Crocker, T., Joshi, M., Lund, M. T., Marvel, K., Merikanto, J., Nordling, K., Undorf, S., Van vuuren, D. P., Westervelt, D. M., & Zhao, A., Rapidly evolving aerosol emissions are a dangerous omission from near-term climate risk assessments, Environmental Research: Climate, 2(3), 032001, doi:10.1088/2752-5295/acd6af, 2023

Pfeifer, J., Mahfouz, N. G., Schulze, B. C., Mathot, S., Stolzenburg, D., Baalbaki, R., ... & Kirkby, J.:, Measurement of the collision rate coefficients between atmospheric ions and multiply charged aerosol particles in the CERN CLOUD chamber, Atmospheric Chemistry and Physics, 23(12), 6703-6718, 2023

Reichenberg, L., Ekholm, T., Boosma, T., Revenue and risk of variable renewable electricity investment, The cannibalization effect under high market penetration, Energy, 284, 128419, doi:10.1016/j.energy.2023.128419, 2023

Tang, J., Zhou, P., Miller, P.A., Schurgers, G., Gustafson, A., Makkonen, R., Yongshuo, H. F., Rinnan, R., High-latitude vegetation changes will determine future plant volatile impacts on atmospheric organic aerosols, npj Clim Atmos Sci, 6, 147, doi:10.1038/s41612-023-00463-7, 2023.

Tuppi, L., M. Ekblom, P. Ollinaho, and H. Järvinen, Simultaneous Optimization of 20 Key Parameters of the Integrated Forecasting System of ECMWF Using OpenIFS. Part I: Effect on Deterministic Forecasts, Mon. Wea. Rev., 151, 1325–1346, doi:10.1175/MWR-D-22-0209.1, 2023

Wilcox, L. J., Allen, R. J., Samset, B. H., Bollasina, M. A., Griffiths, P. T., Keeble, J., Lund, M. T., Makkonen, R., Merikanto, J., O'Donnell, D., Paynter, D. J., Persad, G. G., Rumbold, S. T., Takemura, T., Tsigaridis, K., Undorf, S., and Westervelt, D. M., The Regional Aerosol Model Intercomparison Project (RAMIP), Geosci. Model Dev., 16, 4451–4479, doi:10.5194/gmd-16-4451-2023, 2023

Zhou, P., Lu, Z., Keskinen, J.P., Zhang, Q., Lento, J., Bian, J., van Noije, T., Le Sager, P., Kerminen, V.M., Kulmala, M., Boy, M., and Makkonen. R., Simulating dust emissions and secondary organic aerosol formation over northern Africa during the mid-Holocene Green Sahara period, Climate of the Past, 19(12), pp.2445-2462, doi:10.5194/cp-19-2445-2023, 2023

2022

Ahola, J., Raatikainen, T., Alper, M. E., Keskinen, J.-P., Kokkola, H., Kukkurainen, A., Lipponen, A., Liu, J., Nordling, K., Partanen, A.-I., Romakkaniemi, S., Räisänen, P., Tonttila, J., and Korhonen, H.: Technical note: Parameterising cloud base updraft velocity of marine stratocumuli, Atmos. Chem. Phys., 22, 4523–4537, doi:10.5194/acp-22-4523-2022, 2022.

Bergman, T., Makkonen, R., Schrödner, R., Swietlicki, E., Phillips, V. T. J., Le Sager, P., and van Noije, T.: Description and evaluation of a secondary organic aerosol and new particle formation scheme within TM5-MP v1.2, Geosci. Model Dev., 15, 683–713, doi:10.5194/gmd-15-683-2022, 2022.

Boy, M., Zhou, P., Kurtén, T., Chen, D., Xavier, C., Clusius, P., Roldin, P., Baykara, M., Pichelstorfer, L., Foreback, B., Bäck, J., Petäjä, T., Makkonen, R., Kerminen, V.-M., Pihlatie, M., Aalto, J., & Kulmala, M.: Positive feedback mechanism between biogenic volatile organic compounds and the methane lifetime in future climates. Npj Climate and Atmospheric Science, 5(1), doi:10.1038/s41612-022-00292-0, 2022.

Döscher, R., Acosta, M., Alessandri, A., Anthoni, P., Arsouze, T., Bergman, T., Bernardello, R., Boussetta, S., Caron, L.-P., Carver, G., Castrillo, M., Catalano, F., Cvijanovic, I., Davini, P., Dekker, E., Doblas-Reyes, F. J., Docquier, D., Echevarria, P., Fladrich, U., Fuentes-Franco, R., Gröger, M., v. Hardenberg, J., Hieronymus, J., Karami, M. P., Keskinen, J.-P., Koenigk, T., Makkonen, R., Massonnet, F., Ménégoz, M., Miller, P. A., Moreno-Chamarro, E., Nieradzik, L., van Noije, T., Nolan, P., O'Donnell, D., Ollinaho, P., van den Oord, G., Ortega, P., Prims, O. T., Ramos, A., Reerink, T., Rousset, C., Ruprich-Robert, Y., Le Sager, P., Schmith, T., Schrödner, R., Serva, F., Sicardi, V., Sloth Madsen, M., Smith, B., Tian, T., Tourigny, E., Uotila, P., Vancoppenolle, M., Wang, S., Wårlind, D., Willén, U., Wyser, K., Yang, S., Yepes-Arbós, X., and Zhang, Q.: The EC-Earth3 Earth system model for the Coupled Model Intercomparison Project 6, Geosci. Model Dev., 15, 2973–3020, doi:10.5194/gmd-15-2973-2022, 2022.

Ekholm, T. & Baker, E; Multiple Beliefs, Dominance and Dynamic Consistency. Management Science 68 (1), doi:10.1287/mnsc.2020.3908, 2022.

Freistetter, NC., Médus, E., Hippi, M. et al. Climate change impacts on future driving and walking conditions in Finland, Norway and Sweden., Reg Environ Change 22, 58, doi:10.1007/s10113-022-01920-4, 2022

Frogner, I.-L., Andrae, U., Ollinaho, P., Hally, A., Hämäläinen, K., Kauhanen, J., Ivarsson, K.-I., & Yazgi, D.: Model Uncertainty Representation in a Convection-Permitting Ensemble—SPP and SPPT in HarmonEPS, Monthly Weather Review, 150(4), 775–795, doi:10.1175/mwr-d-21-0099.1, 2022

Huard, D., Fyke, J., Capellán-Pérez, I., Matthews, H. D., & Partanen, A.-I.: Estimating the likelihood of GHG concentration scenarios from probabilistic Integrated Assessment Model simulations. Earth’s Future, 10, e2022EF002715, doi:10.1029/2022EF002715, 2022.

Jonas Olsson, Anita Verpe Dyrrdal, Erika Médus, Johan Södling, Svetlana Aņiskeviča, Karsten Arnbjerg-Nielsen, Eirik Førland, Viktorija Mačiulytė, Antti Mäkelä, Piia Post, Søren Liedke Thorndahl, Lennart Wern; Sub-daily rainfall extremes in the Nordic–Baltic region. Hydrology Research 1 June 2022; 53 (6): 807–824, doi:10.2166/nh.2022.119, 2022

Kouki, K., Räisänen, P., Luojus, K., Luomaranta, A., and Riihelä, A.: Evaluation of Northern Hemisphere snow water equivalent in CMIP6 models during 1982–2014, The Cryosphere, 16, 1007–1030, doi:10.5194/tc-16-1007-2022, 2022

Leinonen, V., Kokkola, H., Yli-Juuti, T., Mielonen, T., Kühn, T., Nieminen, T., Heikkinen, S., Miinalainen, T., Bergman, T., Carslaw, K., Decesari, S., Fiebig, M., Hussein, T., Kivekäs, N., Krejci, R., Kulmala, M., Leskinen, A., Massling, A., Mihalopoulos, N., Mulcahy, J. P., Noe, S. M., van Noije, T., O'Connor, F. M., O'Dowd, C., Olivie, D., Pernov, J. B., Petäjä, T., Seland, Ø., Schulz, M., Scott, C. E., Skov, H., Swietlicki, E., Tuch, T., Wiedensohler, A., Virtanen, A., and Mikkonen, S.: Comparison of particle number size distribution trends in ground measurements and climate models, Atmos. Chem. Phys., 22, 12873–12905, doi:10.5194/acp-22-12873-2022, 2022.

Lind, P., Belušić, D., Médus, E., Dobler, A., Pedersen, R. A., Wang,F., Matte,D., Kjellström, E., Landgren, O., Lindstedt, D., Christensen, O. B., Christensen, J. H. : Climate change information over Fenno-Scandinavia produced with a convection-permitting climate model. Clim Dyn, doi:10.1007/s00382-022-06589-3, 2022

Lintunen, J., Rautiainen, A., & Uusivuori, J.: Which Is more Important, Carbon or Albedo? Optimizing Harvest Rotations for Timber and Climate Benefits in a Changing Climate, American Journal of Agricultural Economics, 104(1), 134-160, doi:10.1111/ajae.12219, 2022

Manninen, T., Anttila, K., Pirazzini, R., Räisänen, P., Leppänen, L., Kontu, A., and Peltoniemi, J.: Continuous bidirectional reflectance (BRF) measurement of snow using monochromatic camera, Cold Reg. Sci. Technol., 196, 103514, doi:10.1016/j.coldregions.2022.103514, 2022.

Médus, E., Thomassen, E. D., Belušić, D., Lind, P., Berg, P., Christensen, J. H., Christensen, O. B., Dobler, A., Kjellström, E., Olsson, J., and Yang, W.: Characteristics of precipitation extremes over the Nordic region: added value of convection-permitting modeling, Nat. Hazards Earth Syst. Sci., 22, 693–711, doi:10.5194/nhess-22-693-2022, 2022.

Neefjes, I., Laapas, M., Liu, Y., Médus, E., Miettunen, E., Ahonen, L., Quéléver, L., Aalto, J., Bäck, J., Kerminen, V.-M., Lampilahti, J., Luomao, K., Mäki, M., Mammarella, I., Petäjä, T., Räty, M., Sarnela, N., Ylivinkka, I., Hakala, S., Kulmala, M., Nieminen, T., Lintunen, A.; 25 years of atmospheric and ecosystem measurements in a boreal forest-Seasonal variation and responses to warm and dry years. Boreal environment research, 27: 1–31, http://urn.fi/URN:NBN:fi-fe2022102062634, 2022.

Prank, M., Tonttila, J., Ahola, J., Kokkola, H., Kühn, T., Romakkaniemi, S., and Raatikainen, T.: Impacts of marine organic emissions on low-level stratiform clouds – a large eddy simulator study, Atmos. Chem. Phys., 22, 10971–10992, doi:10.5194/acp-22-10971-2022, 2022

Raatikainen, T., Prank, M., Ahola, J., Kokkola, H., Tonttila, J., and Romakkaniemi, S.: The effect of marine ice-nucleating particles on mixed-phase clouds, Atmos. Chem. Phys., 22, 3763–3778, doi:10.5194/acp-22-3763-2022, 2022.

Räisänen, P., Merikanto, J., Makkonen, R., Savolahti, M., Kirkevåg, A., Sand, M., Seland, Ø., and Partanen, A.-I.: Mapping the dependence of black carbon radiative forcing on emission region and season, Atmos. Chem. Phys., 22, 11579–11602, doi:10.5194/acp-22-11579-2022, 2022.

2021

Backman, L., Aalto, T., Lehtonen, I., Thölix, L., Vanha-Majamaa, I., Venäläinen A.: Climate change increases the risk of forest fires In: Aalto, J., Venäläinen, A. (eds.) Climate change and forest management affect forest fire risk in Fennoscandia, Reports 2021:3, Finnish Meteorological Institute, Helsinki, pp. 66-91, https://helda.helsinki.fi/handle/10138/330898, 2021.

Blichner, S. M., Sporre, M. K., Makkonen, R., and Berntsen, T. K.: Implementing a sectional scheme for early aerosol growth from new particle formation in the Norwegian Earth System Model v2: comparison to observations and climate impacts, Geosci. Model Dev., 14, 3335–3359, doi:10.5194/gmd-14-3335-2021, 2021.

Brahney, J., Mahowald, N., Prank, M., Cornwell, G., Klimont, Z., Matsui, H. and Prather, K. A.: Constraining the atmospheric limb of the plastic cycle, PNAS, 118(16), e2020719118, doi:10.1073/pnas.2020719118, 2021.

Brown, H., Liu, X., Pokhrel, R., Murphy, S., Lu, Z., Saleh, R., Mielonen, T., Kokkola, K., Bergman, T., Myhre, G., Skeie, R. B., Watson-Paris, D., Stier, P., Johnson, B., Bellouin, N., Schulz, M., Vakkari, V., Beukes, J. P., Gideon van Zyl, P., Liu S., and Chand, D.: Biomass burning aerosols in most climate models are too absorbing. Nat. Commun., 12, 277, doi:10.1038/s41467-020-20482-9, 2021.

Checa-Garcia, R., Balkanski, Y., Albani, S., Bergman, T., Carslaw, K., Cozic, A., Dearden, C., Marticorena, B., Michou, M., van Noije, T., Nabat, P., O'Connor, F. M., Olivié, D., Prospero, J. M., Le Sager, P., Schulz, M., and Scott, C.: Evaluation of natural aerosols in CRESCENDO Earth system models (ESMs): mineral dust, Atmos. Chem. Phys., 21, 10295–10335, doi:10.5194/acp-21-10295-2021, 2021.

Esau, I., Bobylev, L., Donchenko, V., Gnatiuk, N., Lappalainen, H.K., Konstantinov, P., Kulmala, M., Mahura, A., Makkonen, R., Manvelova, A., Miles, V., Petäjä, T., Poutanen, P., Fedorov, R., Varentsov, M., Wolf, T., Zilitinkevich, S. and Baklanov, A: An enhanced integrated approach to knowledgeable high-resolution environmental quality assessment, Environmental Science & Policy, Volume 122, Pages 1–13, ISSN 1462-9011, doi:10.1016/j.envsci.2021.03.020, 2021.

Hildén, M., Björklund, M., Ekholm, T., Ekroos, A., Huttunen, S., Hyytiäinen, K., Kokko, K., Lähteenmäki-Uutela, A., Mehling, M., Perrels, A., Seppälä, J., Soimakallio, S., Tikkakoski, P., and Toivonen, E.: Mahdollisuudet vahvistaa ilmastolakia uusilla keinoilla, Valtioneuvoston selvitys- ja tutkimustoiminnan julkaisusarja, 2021:5, http://urn.fi/URN:ISBN:978-952-383-045-5, 2021.

Manninen, T., Anttila, K., Jääskeläinen, E., Riihelä, A., Peltoniemi, J., Räisänen, P., Lahtinen, P., Siljamo, N., Thölix, L., Meinander, O., Kontu, A., Suokanerva, H., Pirazzini, R., Suomalainen, J., Hakala, T., Kaasalainen, S., Kaartinen, H., Kukko, A., Hautecoeur, O., and Roujean, J.-L.: Effect of small-scale snow surface roughness on snow albedo and reflectance, The Cryosphere, 15, 793–820, doi:10.5194/tc-15-793-2021, 2021.

Merikanto, J., Nordling, K., Räisänen, P., Räisänen, J., O'Donnell, D., Partanen, A.-I., and Korhonen, H.: How Asian aerosols impact regional surface temperatures across the globe, Atmos. Chem. Phys., 21, 5865–5881, doi:10.5194/acp-21-5865-2021, 2021.

Ollinaho, P., Carver, G. D., Lang, S. T. K., Tuppi, L., Ekblom, M., and Järvinen, H.: Ensemble prediction using a new dataset of ECMWF initial states – OpenEnsemble 1.0, Geosci. Model Dev., 14, 2143–2160, doi:10.5194/gmd-14-2143-2021, 2021.

Olsson, J., Du, Y., An, D., Uvo, C. B., Sörensen, J., Toivonen, E., Belušić, D., and Dobler, A.: An Analysis of (Sub-)Hourly Rainfall in Convection-Permitting Climate Simulations Over Southern Sweden From a User’s Perspective, Front. Earth Sci., 9, 516, doi:10.3389/feart.2021.681312, 2021.

Sparrow, S., Bowery, A., Carver, G. D., Köhler, M. O., Ollinaho, P., Pappenberger, F., Wallom, D., and Weisheimer, A.: OpenIFS@home version 1: a citizen science project for ensemble weather and climate forecasting, Geosci. Model Dev., 14, 3473–3486, doi:10.5194/gmd-14-3473-2021, 2021.

Tonttila, J., Afzalifar, A., Kokkola, H., Raatikainen, T., Korhonen, H., and Romakkaniemi, S.: Precipitation enhancement in stratocumulus clouds through airborne seeding: sensitivity analysis by UCLALES-SALSA, Atmos. Chem. Phys., 21, 1035–1048, doi:10.5194/acp-21-1035-2021, 2021.

van Noije, T., Bergman, T., Le Sager, P., O'Donnell, D., Makkonen, R., Gonçalves-Ageitos, M., Döscher, R., Fladrich, U., von Hardenberg, J., Keskinen, J.-P., Korhonen, H., Laakso, A., Myriokefalitakis, S., Ollinaho, P., Pérez García-Pando, C., Reerink, T., Schrödner, R., Wyser, K., and Yang, S.: EC-Earth3-AerChem: a global climate model with interactive aerosols and atmospheric chemistry participating in CMIP6 , Geosci. Model Dev., 14, 5637–5668, doi:10.5194/gmd-14-5637-2021, 2021.

2020

Ahola, J., Korhonen, H., Tonttila, J., Romakkaniemi, S., Kokkola, H., and Raatikainen, T.: Modelling mixed-phase clouds with the large-eddy model UCLALES–SALSA, Atmos. Chem. Phys., 20, 11639–11654, doi:10.5194/acp-20-11639-2020, 2020.

Allen, R. J., Turnock, S., Nabat, P., Neubauer, D., Lohmann, U., Olivié, D., Oshima, N., Michou, M., Wu, T., Zhang, J., Takemura, T., Schulz, M., Tsigaridis, K., Bauer, S. E., Emmons, L., Horowitz, L., Naik, V., van Noije, T., Bergman, T., Lamarque, J.-F., Zanis, P., Tegen, I., Westervelt, D. Tonttila, J., Afzalifar, A., Kokkola, H., Raatikainen, T., Korhonen, H., and Romakkaniemi, S.: Precipitation enhancement in stratocumulus clouds through airborne seeding: sensitivity analysis by UCLALES-SALSA, Atmos. Chem. Phys., 21, 1035–1048, https://doi.org/10.5194/acp-21-1035-2021, 2021.M., Le Sager, P., Good, P., Shim, S., O'Connor, F., Akritidis, D., Georgoulias, A. K., Deushi, M., Sentman, L. T., John, J. G., Fujimori, S., and Collins, W. J.: Climate and air quality impacts due to mitigation of non-methane near-term climate forcers, Atmos. Chem. Phys., 20, 9641–9663, doi:10.5194/acp-20-9641-2020, 2020.

Belušić, D., de Vries, H., Dobler, A., Landgren, O., Lind, P., Lindstedt, D., Pedersen, R. A., Sánchez-Perrino, J. C., Toivonen, E., van Ulft, B., Wang, F., Andrae, U., Batrak, Y., Kjellström, E., Lenderink, G., Nikulin, G., Pietikäinen, J.-P., Rodríguez-Camino, E., Samuelsson, P., van Meijgaard, E., and Wu, M.: HCLIM38: a flexible regional climate model applicable for different climate zones from coarse to convection-permitting scales, Geosci. Model Dev., 13, 1311–1333, doi:10.5194/gmd-13-1311-2020, 2020.

Cornwell, G. C., Sultana, C. M., Prank, M., Cochran, R. E., Hill, T. C. J., Schill, G. P., DeMott, P. J., Mahowald, N. and Prather, K. A.: Ejection of Dust From the Ocean as a Potential Source of Marine Ice Nucleating Particles, J. Geophys. Res. Atmos., 125(24), 1–12, doi:10.1029/2020jd033073, 2020.

Ekblom, M. , Tuppi, L. , Shemyakin, V. , Laine, M. , Ollinaho, P. , Haario, H. and Järvinen, H.: Algorithmic tuning of spread‐skill relationship in ensemble forecasting systems. Q.J.R. Meteorol. Soc., 146, 598-612, doi:10.1002/qj.3695, 2020.

Ekholm, T. and Virasjoki, V.: Pricing and Competition with 100% Variable Renewable Energy and Storage, The Energy Journal, Vol. 41, SI1, 215-231, doi:10.5547/01956574.41.SI1.tekh, 2020.

Ekholm, T.: Optimal forest rotation under carbon pricing and forest damage risk, Forest Policy and Economics, 115, 10213, doi:10.1016/j.forpol.2020.102131, 2020.

Goodwin, P., Leduc, M., Partanen, A.-I., Matthews, H. D., and Rogers, A.: A computationally efficient method for probabilistic local warming projections constrained by history matching and pattern scaling, demonstrated by WASP–LGRTC-1.0, Geosci. Model Dev., 13, 5389–5399, doi:10.5194/gmd-13-5389-2020, 2020.

Kulmala M., Ezhova E., Kalliokoski T., Noe S., Vesala T., Lohila A., Liski J., Makkonen R., Bäck J., Petäjä T. & Kerminen V.-M.: CarbonSink+ — Accounting for multiple climate feedbacks from forests. Boreal Env. Res. 25: 145–159, 2020.

Laakso, A., Snyder, P. K., Liess, S., Partanen, A.-I., and Millet, D. B.: Differing precipitation response between solar radiation management and carbon dioxide removal due to fast and slow components, Earth Syst. Dynam., 11, 415–434, doi:10.5194/esd-11-415-2020, 2020.

Lind, P., Belušić, D., Christensen, O., Dobler, A., Kjellström, E., Landgren, O., Lindstedt, D., Matte, D., Pedersen, R., Toivonen, E., and Wang, F.: Benefits and added value of convection-permitting climate modeling over Fenno-Scandinavia, Clim. Dyn., doi:10.1007/s00382-020-05359-3, 2020.

Petäjä, T., Ganzei, K.S., Lappalainen, H.K., Tabakova, K., Makkonen, R., Räisänen, J., Chalov, S., Kulmala, M., Zilitinkevich, S., Ya Baklanov, P., Shakirov, R.B., Mishina, N.V., Egidarev, E.G. & Kondrat’ev, I.I.: Research agenda for the Russian Far East and utilization of multi-platform comprehensive environmental observations, International Journal of Digital Earth, doi:10.1080/17538947.2020.1826589, 2020.

Sokka, L., Lindroos, T.J., Ekholm, T. and Koljonen, T.: Impacts of climate change and its mitigation in the Barents region, Cogent Environmental Science 6:1, 1805959, doi:10.1080/23311843.2020.1805959, 2020.

Sporre, M. K., Blichner, S. M., Schrödner, R., Karset, I. H. H., Berntsen, T. K., van Noije, T., Bergman, T., O'Donnell, D., and Makkonen, R.: Large difference in aerosol radiative effects from BVOC-SOA treatment in three Earth system models, Atmos. Chem. Phys., 20, 8953–8973, doi:10.5194/acp-20-8953-2020, 2020.

Tuppi, L., Ollinaho, P., Ekblom, M., Shemyakin, V., and Järvinen, H.: Necessary conditions for algorithmic tuning of weather prediction models using OpenIFS as an example, Geosci. Model Dev., 13, 5799–5812, doi:10.5194/gmd-13-5799-2020, 2020.

Wilcox, L. J., Liu, Z., Samset, B. H., Hawkins, E., Lund, M. T., Nordling, K., Undorf, S., Bollasina, M., Ekman, A. M. L., Krishnan, S., Merikanto, J., and Turner, A. G.: Accelerated increases in global and Asian summer monsoon precipitation from future aerosol reductions, Atmos. Chem. Phys., 20, 11955–11977, doi:10.5194/acp-20-11955-2020, 2020.