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Marko Laine
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DRAM: efficient adaptive MCMC
H Haario, M Laine, A Mira, E Saksman
Statistics and Computing 16 (4), 339-354, 2006
18562006
Large historical growth in global gross primary production
JE Campbell, JA Berry, U Seibt, SJ Smith, SA Montzka, T Launois, ...
Nature 544, 84-87, 2017
2672017
Large historical growth in global terrestrial gross primary production
JE Campbell, JA Berry, U Seibt, SJ Smith, SA Montzka, T Launois, ...
Nature 544 (7648), 84-87, 2017
2672017
Trends in the average temperature in Finland, 1847–2013
S Mikkonen, M Laine, HM Mäkelä, H Gregow, H Tuomenvirta, M Lahtinen, ...
Stochastic Environmental Research and Risk Assessment 29, 1521-1529, 2015
2412015
Randomize-then-optimize: A method for sampling from posterior distributions in nonlinear inverse problems
JM Bardsley, A Solonen, H Haario, M Laine
SIAM Journal on Scientific Computing 36 (4), A1895-A1910, 2014
1512014
Adaptive MCMC methods with applications in environmental and geophysical models
M Laine
Finnish meteorological institute contributions, 2008
1432008
Past changes in the vertical distribution of ozone–Part 3: Analysis and interpretation of trends
NRP Harris, B Hassler, F Tummon, GE Bodeker, D Hubert, ...
Atmospheric Chemistry and Physics 15 (17), 9965-9982, 2015
1362015
Markov chain Monte Carlo methods for high dimensional inversion in remote sensing
H Haario, M Laine, M Lehtinen, E Saksman, J Tamminen
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2004
1262004
Bayesian modelling of algal mass occurrences—using adaptive MCMC methods with a lake water quality model
O Malve, M Laine, H Haario, T Kirkkala, J Sarvala
Environmental Modelling & Software 22 (7), 966-977, 2007
1252007
Efficient MCMC for climate model parameter estimation: Parallel adaptive chains and early rejection
A Solonen, P Ollinaho, M Laine, H Haario, J Tamminen, H Järvinen
1202012
Urbanization prolongs hantavirus epidemics in cities
H Tian, S Hu, B Cazelles, G Chowell, L Gao, M Laine, Y Li, H Yang, Y Li, ...
Proceedings of the National Academy of Sciences 115 (18), 4707-4712, 2018
1022018
Combined SAGE II–GOMOS ozone profile data set for 1984–2011 and trend analysis of the vertical distribution of ozone
E Kyrölä, M Laine, V Sofieva, J Tamminen, SM Päivärinta, S Tukiainen, ...
Atmospheric Chemistry and Physics 13 (21), 10645-10658, 2013
922013
Interannual cycles of Hantaan virus outbreaks at the human–animal interface in Central China are controlled by temperature and rainfall
H Tian, P Yu, B Cazelles, L Xu, H Tan, J Yang, S Huang, B Xu, J Cai, ...
Proceedings of the National Academy of Sciences 114 (30), 8041-8046, 2017
832017
Analysing time-varying trends in stratospheric ozone time series using the state space approach
M Laine, N Latva-Pukkila, E Kyrölä
Atmospheric Chemistry and Physics 14 (18), 9707-9725, 2014
802014
Analysing time-varying trends in stratospheric ozone time series using the state space approach
M Laine, N Latva-Pukkila, E Kyrölä
Atmospheric Chemistry and Physics 14 (18), 9707-9725, 2014
802014
Changes in rodent abundance and weather conditions potentially drive hemorrhagic fever with renal syndrome outbreaks in Xi’an, China, 2005–2012
HY Tian, PB Yu, AD Luis, P Bi, B Cazelles, M Laine, SQ Huang, CF Ma, ...
PLoS neglected tropical diseases 9 (3), e0003530, 2015
792015
Intercomparison of vertically resolved merged satellite ozone data sets: interannual variability and long-term trends
F Tummon, B Hassler, NRP Harris, J Staehelin, W Steinbrecht, ...
Atmospheric Chemistry and Physics 15 (6), 3021-3043, 2015
702015
Intercomparison of vertically resolved merged satellite ozone data sets: interannual variability and long-term trends
F Tummon, B Hassler, NRP Harris, J Staehelin, W Steinbrecht, ...
Atmospheric Chemistry and Physics 15 (6), 3021-3043, 2015
702015
Sensing the ocean biological carbon pump from space: A review of capabilities, concepts, research gaps and future developments
RJW Brewin, S Sathyendranath, T Platt, H Bouman, S Ciavatta, ...
Earth-Science Reviews 217, 103604, 2021
652021
Merged SAGE II, Ozone_cci and OMPS ozone profile dataset and evaluation of ozone trends in the stratosphere
VF Sofieva, E Kyrölä, M Laine, J Tamminen, D Degenstein, A Bourassa, ...
Atmospheric Chemistry and Physics 17 (20), 12533-12552, 2017
642017
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