Marko Laine

4.9k total citations · 1 hit paper
75 papers, 2.8k citations indexed

About

Marko Laine is a scholar working on Global and Planetary Change, Atmospheric Science and Infectious Diseases. According to data from OpenAlex, Marko Laine has authored 75 papers receiving a total of 2.8k indexed citations (citations by other indexed papers that have themselves been cited), including 49 papers in Global and Planetary Change, 39 papers in Atmospheric Science and 8 papers in Infectious Diseases. Recurrent topics in Marko Laine's work include Atmospheric and Environmental Gas Dynamics (29 papers), Atmospheric Ozone and Climate (20 papers) and Climate variability and models (18 papers). Marko Laine is often cited by papers focused on Atmospheric and Environmental Gas Dynamics (29 papers), Atmospheric Ozone and Climate (20 papers) and Climate variability and models (18 papers). Marko Laine collaborates with scholars based in Finland, United States and France. Marko Laine's co-authors include Heikki Haario, Eero Saksman, Antonietta Mira, Johanna Tamminen, Antti Solonen, Heikki Järvinen, E. Kyrölä, Sauveur Belviso, Steven J. Smith and Ari Laaksonen and has published in prestigious journals such as Nature, Proceedings of the National Academy of Sciences and Remote Sensing of Environment.

In The Last Decade

Marko Laine

70 papers receiving 2.7k citations

Hit Papers

DRAM: Efficient adaptive MCMC 2006 2026 2012 2019 2006 250 500 750 1000
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. DRAM: Efficient adaptive MCMC
    2006 1.1k citations Heikki Haario, Marko Laine et al. profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Marko Laine Finland 22 938 636 304 262 258 75 2.8k
Heikki Haario Finland 31 667 0.7× 424 0.7× 260 0.9× 475 1.8× 576 2.2× 161 5.8k
Valerie Isham United Kingdom 37 2.0k 2.2× 929 1.5× 271 0.9× 562 2.1× 82 0.3× 96 5.0k
Scott A. Sisson Australia 29 1.2k 1.3× 533 0.8× 110 0.4× 322 1.2× 152 0.6× 107 3.8k
Daniel Simpson United Kingdom 20 671 0.7× 170 0.3× 134 0.4× 619 2.4× 105 0.4× 57 4.3k
Willy Aspinall United Kingdom 36 876 0.9× 1.1k 1.7× 104 0.3× 208 0.8× 157 0.6× 124 4.4k
Eero Saksman Finland 19 349 0.4× 126 0.2× 122 0.4× 353 1.3× 503 1.9× 71 4.1k
A. N. Pettitt Australia 36 2.3k 2.4× 887 1.4× 227 0.7× 584 2.2× 496 1.9× 150 7.6k
Rana Moyeed United Kingdom 20 449 0.5× 182 0.3× 163 0.5× 857 3.3× 77 0.3× 32 4.0k
Finn Lindgren United Kingdom 23 1.2k 1.3× 340 0.5× 150 0.5× 1.6k 6.0× 149 0.6× 67 5.6k
Johanna Tamminen Finland 30 2.1k 2.2× 2.6k 4.2× 43 0.1× 453 1.7× 304 1.2× 129 5.2k

Countries citing papers authored by Marko Laine

Since Specialization
Citations

This map shows the geographic impact of Marko Laine's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Marko Laine with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Marko Laine more than expected).

Fields of papers citing papers by Marko Laine

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Marko Laine. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Marko Laine. The network helps show where Marko Laine may publish in the future.

Co-authorship network of co-authors of Marko Laine

This figure shows the co-authorship network connecting the top 25 collaborators of Marko Laine. A scholar is included among the top collaborators of Marko Laine based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Marko Laine. Marko Laine is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Sylla, Mouhamadou Bamba, et al.. (2025). Trend analysis and change point detection in precipitation time series over the Eastern Province of Rwanda during 1981–2021. Theoretical and Applied Climatology. 156(2). 6 indexed citations
2.
Safari, Bonfils, et al.. (2025). Trends and Variability of Temperatures in the Eastern Province of Rwanda. International Journal of Climatology. 45(6). 2 indexed citations
3.
Bohlmann, Stephanie & Marko Laine. (2024). Statistical calibration of probabilistic medium-range Fire Weather Index forecasts in Europe. Natural hazards and earth system sciences. 24(12). 4225–4235.
4.
Kallio, Kari, Olli Malve, Sampsa Koponen, et al.. (2023). Spatiotemporal analysis of lake chlorophyll-a with combined in situ and satellite data. Environmental Monitoring and Assessment. 195(4). 465–465. 3 indexed citations
5.
Wang, Lin, Bingying Li, Youngjoon Hong, et al.. (2023). Marginal effects of public health measures and COVID-19 disease burden in China: A large-scale modelling study. PLoS Computational Biology. 19(9). e1011492–e1011492.
6.
Räty, Olle, et al.. (2023). Filter Likelihood as an Observation-Based Verification Metric in Ensemble Forecasting. Tellus A Dynamic Meteorology and Oceanography. 75(1). 69–87. 1 indexed citations
7.
Wang, Jingyuan, José Lourenço, Bingying Li, et al.. (2022). Assessing the asymptomatic proportion of SARS-CoV-2 infection with age in China before mass vaccination. Journal of The Royal Society Interface. 19(195). 7 indexed citations
8.
Karppinen, Tomi, Simo Tukiainen, Rigel Kivi, et al.. (2020). Vertical Distribution of Arctic Methane in 2009–2018 Using Ground-Based Remote Sensing. Remote Sensing. 12(6). 917–917. 8 indexed citations
9.
Hobbs, Jonathan, Jenný Brynjarsdóttir, Marko Laine, et al.. (2019). Accelerated MCMC for Satellite-Based Measurements of Atmospheric CO2. Remote Sensing. 11(17). 2061–2061. 8 indexed citations
10.
Tian, Huaiyu, Shixiong Hu, Bernard Cazelles, et al.. (2018). Urbanization prolongs hantavirus epidemics in cities. Proceedings of the National Academy of Sciences. 115(18). 4707–4712. 75 indexed citations
11.
Kyrölä, E., M. E. Andersson, Pekka T. Verronen, et al.. (2018). Middle atmospheric ozone, nitrogen dioxide and nitrogen trioxide in 2002–2011: SD-WACCM simulations compared to GOMOS observations. Atmospheric chemistry and physics. 18(7). 5001–5019. 2 indexed citations
12.
Susiluoto, Jouni, Maarit Raivonen, Leif Backman, et al.. (2018). Calibrating the sqHIMMELI v1.0 wetland methane emission model with hierarchical modeling and adaptive MCMC. Geoscientific model development. 11(3). 1199–1228. 9 indexed citations
13.
Sofieva, Viktoria, Iolanda Ialongo, Janne Hakkarainen, et al.. (2017). Improved GOMOS/Envisat ozone retrievals in the upper troposphere and the lower stratosphere. Atmospheric measurement techniques. 10(1). 231–246. 8 indexed citations
14.
Tian, Huaiyu, Paul B. Yu, Ottar N. Bjørnstad, et al.. (2017). Anthropogenically driven environmental changes shift the ecological dynamics of hemorrhagic fever with renal syndrome. PLoS Pathogens. 13(1). e1006198–e1006198. 53 indexed citations
15.
Norros, Veera, Marko Laine, Risto Lignell, & T. Frede Thingstad. (2017). Parameterization of aquatic ecosystem functioning and its natural variation: Hierarchical Bayesian modelling of plankton food web dynamics. Journal of Marine Systems. 174. 40–53. 6 indexed citations
16.
Campbell, J. Elliott, Joseph A. Berry, Ulrike Seibt, et al.. (2017). Large historical growth in global terrestrial gross primary production. Nature. 544(7648). 84–87. 213 indexed citations
17.
Hakkarainen, Janne, Iolanda Ialongo, Viktoria Sofieva, et al.. (2015). Validation and Alternative Retrievals of GOMOS Ozone Profiles in the UTLS Altitude Region. 735. 29.
18.
Laine, Marko, et al.. (2014). Analysing time-varying trends in stratospheric ozone time series using the state space approach. Atmospheric chemistry and physics. 14(18). 9707–9725. 48 indexed citations
19.
Ollinaho, Pirkka, Heikki Järvinen, Péter Bauer, et al.. (2014). Optimization of NWP model closure parameters using total energy norm of forecast error as a target. Geoscientific model development. 7(5). 1889–1900. 18 indexed citations
20.
Järvinen, Heikki, Marko Laine, Pirkka Ollinaho, Antti Solonen, & Heikki Haario. (2011). Numerical weather prediction model tuning via ensemble prediction system. AGUFM. 2011. 1 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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