Jarno Vanhatalo

A comprehensive evaluation of predictive performance of 33 species distribution models at species and community levels

Anna Norberg, Nerea Abrego, F. Guillaume Blanchet et al. · Ecological Monographs · 2019 · 558 citations · Full text

Life Sciences, Ecology, Biogeography +13

GPstuff: Bayesian modeling with Gaussian processes

Jarno Vanhatalo, Jaakko Riihimäki, Jouni Hartikainen et al. · 2013 · 232 citations

Computing, Biostatistics, Bayesian Data Analysis +12

Climate change reshuffles northern species within their niches

Laura H. Antão, Benjamin Weigel, Giovanni Strona et al. · Nature Climate Change · 2022 · 205 citations · Full text

Life Sciences, Ecology, Environmental Sciences +15

Robust Gaussian Process Regression with a Student- t Likelihood

Pasi Jylänki, Jarno Vanhatalo, Aki Vehtari · 2011 · 128 citations

Computing, Biostatistics, Machine Learning +16

Impacts of Oil Spills on Arctic Marine Ecosystems: A Quantitative and Probabilistic Risk Assessment Perspective

Inari Helle, Jussi Mäkinen, Maisa Nevalainen et al. · Environmental Science & Technology · 2020 · 121 citations · Full text

Natural Sciences, Environmental Sciences, Marine Sciences +16