DRAM: Efficient adaptive MCMC. - Heikki Haario; Marko Laine; Antonietta Mira; Eero Saksman (Stat. Comput., 2006)

Bayesian modelling of algal mass occurrences - using adaptive MCMC methods with a lake water quality model. - Olli Malve; Marko Laine; Heikki Haario; Teija Kirkkala; Jouko Sarvala (Environ. Model. Softw., 2007)

Randomize-Then-Optimize: A Method for Sampling from Posterior Distributions in Nonlinear Inverse Problems. - Johnathan M. Bardsley; Antti Solonen; Heikki Haario; Marko Laine (SIAM J. Sci. Comput., 2014)

The Aerosol Index and Land Cover Class Based Atmospheric Correction Aerosol Optical Depth Time Series 1982-2014 for the SMAC Algorithm. - Emmihenna Jääskeläinen; Terhikki Manninen; Johanna Tamminen; Marko Laine (Remote. Sens., 2017)

Evaluation and Analysis of the Seasonal Cycle and Variability of the Trend from GOSAT Methane Retrievals. - Ella Kivimäki; Hannakaisa Lindqvist; Janne Hakkarainen; Marko Laine; Ralf Sussmann; Aki Tsuruta; Rob Detmers; Nicholas M. Deutscher; Edward J. Dlugokencky; Frank Hase; Otto Hasekamp; Rigel Kivi; et al. (Remote. Sens., 2019)

Accelerated MCMC for Satellite-Based Measurements of Atmospheric CO2. - Otto Lamminpää; Jonathan Hobbs; Jenný Brynjarsdóttir; Marko Laine; Amy Braverman; Hannakaisa Lindqvist; Johanna Tamminen (Remote. Sens., 2019)

Vertical Distribution of Arctic Methane in 2009-2018 Using Ground-Based Remote Sensing. - Tomi Karppinen; Otto Lamminpää; Simo Tukiainen; Rigel Kivi; Pauli Heikkinen; Juha Hatakka; Marko Laine; Huilin Chen 003; Hannakaisa Lindqvist; Johanna Tamminen (Remote. Sens., 2020)

Data fusion system for monitoring water quality: Application to chlorophyll-a in Baltic sea coast. - Martin Gunia; Marko Laine; Olli Malve; Kari Y. Kallio; Mikko Kervinen; Saku Anttila; Niina Kotamäki; Eero Siivola; J. Kettunen; T. Kauranne (Environ. Model. Softw., 2022)

Marginal effects of public health measures and COVID-19 disease burden in China: A large-scale modelling study. - Zengmiao Wang; Peiyi Wu; Lin Wang; Bingying Li; Yonghong Liu; Yuxi Ge; Ruixue Wang; Ligui Wang; Hua Tan; Chieh-Hsi Wu; Marko Laine; Henrik Salje; et al. (PLoS Comput. Biol., 2023)

A Bayesian Framework to Quantify Uncertainty in Aerosol Optical Model Selection Applied to TROPOMI Measurements. - Anu Kauppi; Antti Kukkurainen; Antti Lipponen; Marko Laine; Antti Arola; Hannakaisa Lindqvist; Johanna Tamminen (Remote. Sens., 2024)