Marko Laine

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 7

Top Topics

Posterior Distribution

Top Venues

Environ. Model. Softw.

PLoS Comput. Biol.

SIAM J. Sci. Comput.

Publications

Anu Kauppi, Antti Kukkurainen, Antti Lipponen, Marko Laine, Antti Arola, Hannakaisa Lindqvist, Johanna Tamminen
A Bayesian Framework to Quantify Uncertainty in Aerosol Optical Model Selection Applied to TROPOMI Measurements. Remote. Sens. 16 (11) (2024)
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, Hongbin Song
Marginal effects of public health measures and COVID-19 disease burden in China: A large-scale modelling study. PLoS Comput. Biol. 19 (9) (2023)
Martin Gunia, Marko Laine, Olli Malve, Kari Y. Kallio, Mikko Kervinen, Saku Anttila, Niina Kotamäki, Eero Siivola, J. Kettunen, T. Kauranne
Data fusion system for monitoring water quality: Application to chlorophyll-a in Baltic sea coast. Environ. Model. Softw. 155 (2022)
Tomi Karppinen, Otto Lamminpää, Simo Tukiainen, Rigel Kivi, Pauli Heikkinen, Juha Hatakka, Marko Laine, Huilin Chen, Hannakaisa Lindqvist, Johanna Tamminen
Vertical Distribution of Arctic Methane in 2009-2018 Using Ground-Based Remote Sensing. Remote. Sens. 12 (6) (2020)
Otto Lamminpää, Jonathan Hobbs, Jenný Brynjarsdóttir, Marko Laine, Amy Braverman, Hannakaisa Lindqvist, Johanna Tamminen
Accelerated MCMC for Satellite-Based Measurements of Atmospheric CO2. Remote. Sens. 11 (17) (2019)
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, Isamu Morino, Justus Notholt, David F. Pollard, Coleen M. Roehl, Matthias Schneider, Mahesh Kumar Sha, Voltaire A. Velazco, Thorsten Warneke, Debra Wunch, Yukio Yoshida, Johanna Tamminen
Evaluation and Analysis of the Seasonal Cycle and Variability of the Trend from GOSAT Methane Retrievals. Remote. Sens. 11 (7) (2019)
Emmihenna Jääskeläinen, Terhikki Manninen, Johanna Tamminen, Marko Laine
The Aerosol Index and Land Cover Class Based Atmospheric Correction Aerosol Optical Depth Time Series 1982-2014 for the SMAC Algorithm. Remote. Sens. 9 (11) (2017)
Johnathan M. Bardsley, Antti Solonen, Heikki Haario, Marko Laine
Randomize-Then-Optimize: A Method for Sampling from Posterior Distributions in Nonlinear Inverse Problems. SIAM J. Sci. Comput. 36 (4) (2014)
Olli Malve, Marko Laine, Heikki Haario, Teija Kirkkala, Jouko Sarvala
Bayesian modelling of algal mass occurrences - using adaptive MCMC methods with a lake water quality model. Environ. Model. Softw. 22 (7) (2007)
Heikki Haario, Marko Laine, Antonietta Mira, Eero Saksman
DRAM: Efficient adaptive MCMC. Stat. Comput. 16 (4) (2006)