Publikationer

2020

Additive multivariate Gaussian processes for joint species distribution modeling with heterogeneous data

Vanhatalo, J., Hartmann, M. & Veneranta, L., jun 2020, I : Bayesian analysis. 15, 2, s. 415-447 33 s.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Öppen tillgång
Fil

Bayesian model based spatiotemporal survey designs and partially observed log Gaussian Cox process

Liu, J. & Vanhatalo, J., mar 2020, I : Spatial statistics. 35, 27 s., 100392.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Öppen tillgång
Fil

Bioregions in marine environments: Combining Biological and Environmental Data for Management and Scientific Understanding

Woolley, S., Bax, N., Currie, J., Dunn, D., Hansen, C., Hill, N., O'Hara, T., Ovaskainen, O., Sayre, R., Vanhatalo, J. & Dunstan, P., jan 2020, I : BioScience. 70, 1, s. 48-59 12 s.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Öppen tillgång
Fil

Impacts of oil spills on Arctic marine ecosystems: A quantitative and probabilistic risk assessment perspective

Helle, I., Mäkinen, J. A-E., Nevalainen, M. K., Afenyo, M. & Vanhatalo, J., 18 feb 2020, I : Environmental Science & Technology. 54, 4, s. 2112-2121 10 s.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Öppen tillgång
Fil

The effects of climate change on Baltic salmon: Framing the problem in collaboration with expert stakeholders

La Mere, K. M., Mäntyniemi, S. & Haapasaari, P., 10 okt 2020, I : Science of the Total Environment. 738, 18 s., 140068.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Öppen tillgång
Fil

The relative importance of local and regional processes to metapopulation dynamics

Dallas, T. A., Saastamoinen, M., Schulz, T. & Ovaskainen, O., mar 2020, I : Journal of Animal Ecology. 89, 3, s. 884-896 13 s.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

The spread of a wild plant pathogen is driven by the road network

Numminen, E. & Laine, A-L., 31 mar 2020, I : PLoS Computational Biology. 16, 3, 21 s., 1007703.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Öppen tillgång
Fil
2019

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

Norberg, A., Abrego Antia, N., Blanchet, F. G., Adler, F. R., Anderson, B. J., Anttila, J., Araújo, M. B., Dallas, T. A., Dunson, D., Elith, J., Foster, S., Fox, R., Franklin, J., Godsoe, W., Guisan, A., O'Hara, B., Hill, N. A., Holt, R. D., Hui, F. K. C., Husby, M. & 15 andra, Kålås, J. A., Lehikoinen, A., Luoto, M., Mod, H. K., Newell, G., Renner, I., Roslin, T. V., Soininen, J., Thuiller, W., Vanhatalo, J. P., Warton, D., White, M., Zimmermann, N. E., Gravel, D. & Ovaskainen, O. T., aug 2019, I : Ecological Monographs. 89, 3, 24 s., 01370.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Öppen tillgång
Fil

A Gaussian process model and Bayesian variable selection for mapping function-valued quantitative traits with incomplete phenotypic data

Vanhatalo, J., Li, Z. & Sillanpää, M. J., 1 okt 2019, I : Bioinformatics. 35, 19, s. 3684–3692 9 s.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Öppen tillgång
Fil

A Mad Tea Party: Interdisciplinary Communication within Scientific Teams

La Mere, K. M., Lehikoinen, A., Toikka, A., Eronen, J. T. & Kuikka, S., 12 sep 2019, (Insänt) I : One Earth.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Boreal tree growth exhibits decadal-scale ecological memory to drought and insect defoliation, but no negative response to their interaction

Itter, M. S., D'Orangeville, L., Dawson, A., Kneeshaw, D., Duchesne, L. & Finley, A. O., maj 2019, I : Journal of Ecology. 107, 3, s. 1288-1301 14 s.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Calibrating expert assessments using hierarchical Gaussian process models

Perälä, T., Vanhatalo, J. & Chrysafi, A., 7 nov 2019, I : Bayesian analysis. 30 s.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Öppen tillgång
Fil

EcoMem: An R package for quantifying ecological memory

Itter, M. S., Vanhatalo, J. & Finley, A. O., sep 2019, I : Environmental Modelling & Software. 119, s. 305-308 4 s.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Effects of marker type and filtering criteria on QST-FST comparisons

Li, Z., Löytynoja, A., Fraimout, A. & Merilä, J., nov 2019, I : Royal Society Open Science. 6, 11

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Öppen tillgång
Fil

Index-based approach for estimating vulnerability of Arctic biota to oil spills

Nevalainen, M. K., Vanhatalo, J. & Helle, I., 18 jun 2019, I : Ecosphere. 10, 6, 24 s., 02766.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Öppen tillgång
Fil

Integrating experimental and distribution data to predict future species patterns

Kotta, J., Vanhatalo, J. P., Jänes, H., Orav-Kotta, H., Rugiu, L., Jormalainen, V., Bobsien, I., Viitasalo, M., Virtanen, E., Nyström Sandman, A., Isaeus, M., Leidenberger, S., Jonsson, P. R. & Johannesson, K., 12 feb 2019, I : Scientific Reports. 9, 14 s., 1821.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Öppen tillgång
Fil

Laplace approximation and natural gradient for Gaussian process regression with heteroscedastic Student-t model

Hartmann, M. & Vanhatalo, J., jul 2019, I : Statistics and Computing. 29, 4, s. 753–773 21 s.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Öppen tillgång
Fil
Öppen tillgång
Fil

Non-stationary Gaussian models with physical barriers

Bakka, H., Vanhatalo, J., Illian, J. B., Simpson, D. & Rue, H., mar 2019, I : Spatial statistics. 29, s. 268-288 21 s.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Perseverance and its companions

La Mere, K. M., 13 sep 2019, (Insänt) Lessons in Leadership: Integrating courage, vision, and innovation for the future of sustainable fisheries.

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKapitelProfessionell

Öppen tillgång
Fil

Variable opportunities for outcrossing result in hotspots of novel genetic variation in a pathogen metapopulation

Laine, A-L., Barres, B., Numminen, E. & Siren, J. P., 18 jun 2019, I : eLife. 8, 17 s., 47091.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Öppen tillgång
Fil

Variation and correlations between sexual, asexual and natural enemy resistance life-history traits in a natural plant pathogen population

Numminen, E., Vaumourin, E., Parratt, S. R., Poulin, L. & Laine, A-L., 12 jul 2019, I : BMC Evolutionary Biology. 19, 11 s., 142.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Öppen tillgång
Fil
2018

Correcting Boundary Over-Exploration Deficiencies In Bayesian Optimization With Virtual Derivative Sign Observations

Siivola, E., Vehtari, A., Vanhatalo, J., Gonzalez, J. & Andersen, M., nov 2018, 2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP). Pustelnik, N., Ma, Z., Tan, ZH. & Larsen, J. (red.). IEEE, Vol. 28. 6 s. (IEEE International Workshop on Machine Learning for Signal Processing).

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review

Öppen tillgång
Fil

Estimating the acute impacts of Arctic marine oil spills using expert elicitation

Nevalainen, M., Helle, I. & Vanhatalo, J., jun 2018, I : Marine Pollution Bulletin. 131, s. 782-792 11 s.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Öppen tillgång
Fil

Hierarchical Bayesian model reveals the distributional shifts of Arctic marine mammals

Mäkinen, J. & Vanhatalo, J., okt 2018, I : Diversity and Distributions. 24, 10, s. 1381-1394 14 s.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Öppen tillgång
Fil

Inferring dispersal across a fragmented landscape using reconstructed families in the Glanville fritillary butterfly

Fountain, T., Husby, A., Nonaka, E., DiLeo, M., Korhonen, J. H., Rastas, P., Schulz, T. M., Saastamoinen, M. A. K. & Hanski, I. A., mar 2018, I : Evolutionary Applications. 11, 3, s. 287-297 11 s.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Öppen tillgång
Fil

Predicting local ice loads on ship bow as a function of ice and operational conditions in the Southern Sea

Kotilainen, M., Vanhatalo, J., Suominen, M. & Kujala, P., 2 apr 2018, I : Ship technology research. 65, 2, s. 87-101 15 s.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

2017

Bayesian inference for generalized extreme value distributions via Hamiltonian Monte Carlo

Hartmann, M. & Ehlers, R. S., 2017, I : Communications in Statistics: Simulation and Computation. 46, 7, s. 5285-5302 18 s.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Öppen tillgång
Fil

Ecological and genetic basis of metapopulation persistence of the Glanville fritillary butterfly in fragmented landscapes

Hanski, I., Schulz, T., Wong, S. C., Ahola, V., Ruokolainen, A. & Ojanen, S. P., 17 feb 2017, I : Nature Communications. 8, 11 s., 14504.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Öppen tillgång
Fil

Gaussian processs framework for temporal dependence and discrepancy functions in Ricker-type population growth models

Hartmann, M., Hosack, G. R., Hillary, R. M. & Vanhatalo, J. P., sep 2017, I : Annals of Applied Statistics. 11, 3, s. 1375-1402 28 s.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Öppen tillgång
Fil

Impacts of eutrophication and oil spills on the Gulf of Finland herring stock

Rahikainen, M. K., Hoviniemi, K-M., Mäntyniemi, S. H. P., Vanhatalo, J. P., Helle, S. I., Lehtiniemi, M., Pönni, J. & Kuikka, O. S., 2017, I : Canadian Journal of Fisheries and Aquatic Sciences. 74, 8, s. 1218-1232 15 s.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Modeling the spatial distribution of larval fish abundance provides essential information for management

Kallasvuo, M., Vanhatalo, J. & Veneranta, L., maj 2017, I : Canadian Journal of Fisheries and Aquatic Sciences. 74, 5, s. 636-649 14 s.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Öppen tillgång
Fil

Predicting ice-induced load amplitudes on ship bow conditional on ice thickness and ship speed in the Baltic Sea

Kotilainen, M., Vanhatalo, J. P., Suominen, M. & Kujala, P., mar 2017, I : Cold Regions Science and Technology. 135, s. 116–126 11 s.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Öppen tillgång
Fil

Preparing for the unprecedented - Towards quantitative oil risk assessment in the Arctic marine areas

Nevalainen, M., Helle, I. & Vanhatalo, J., 15 jan 2017, I : Marine Pollution Bulletin. 114, 1, s. 90-101 12 s.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Öppen tillgång
Fil

Spatiotemporal modelling of crown-of-thorns starfish outbreaks on the Great Barrier Reef to inform control strategies

Vanhatalo, J. P., Hosack, G. & Sweatman, H., jan 2017, I : Journal of Applied Ecology. 54, 1, s. 188-197

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Öppen tillgång
2016

Detailed temperature mapping-Warming characterizes archipelago zones

Veneranta, L., Vanhatalo, J. & Urho, L., 5 dec 2016, I : Estuarine, Coastal and Shelf Science. 182, s. 123-135 13 s.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Öppen tillgång
Fil

Downscaling and extrapolating dynamic seasonal marine forecasts for coastal ocean users

Vanhatalo, J. P., Hobday, A. J., Little, L. R. & Spillman, C. M., apr 2016, I : Ocean Modelling. 100, s. 20-30 11 s.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Hydrographic responses to regional covariates across the Kara Sea

Mäkinen, J. A-E. & Vanhatalo, J. P., dec 2016, I : Journal of Geophysical Research : Oceans. 121, 12, s. 8872-8887 16 s.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Öppen tillgång
Fil

Karanmeren ravintoverkot - hajanaista tietoa ja valikoituja veikkauksia

Nevalainen, M. K., 2016, I : Natura. 53, 2, s. 40-42 3 s.

Forskningsoutput: TidskriftsbidragArtikelProfessionell

Öppen tillgång
Fil
2015

Education of maritime doctoral students as part of international university network

Kujala, P., Veitch, B., Ehlers, S., Leira, B., Khan, F. & Vanhatalo, J., 10 dec 2015, International Conference on Education and Professional Development of Engineers in the Maritime Industry 2015. London: The Royal Institution of Naval Architects, s. 59-65 7 s.

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskaplig

General state-space population dynamics model for Bayesian stock assessment

Mäntyniemi, S. H. P., Whitlock, R. E., Perälä, T. A., Blomstedt, P. A., Vanhatalo, J. P., Rincón, M. M., Kuparinen, A. K., Pulkkinen, H. P. & Kuikka, O. S., 7 aug 2015, I : ICES Journal of Marine Science. 72, 8, s. 2209-2222 14 s.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

2014

By-Catch of Grey Seals (Halichoerus grypus) in Baltic Fisheries-A Bayesian Analysis of Interview Survey

Vanhatalo, J., Vetemaa, M., Herrero, A., Aho, T. & Tiilikainen, R., 2014, I : PLoS One. 9, 11, 16 s., 113836.

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Öppen tillgång
Fil

Experiences in Bayesian Inference in Baltic Salmon Management

Kuikka, S., Vanhatalo, J., Mäntyniemi, S., Pulkkinen, H. & Corander, J., maj 2014, I : Statistical Science. 29, 1, s. 42-49

Forskningsoutput: TidskriftsbidragArtikelVetenskapligPeer review

Scenario based risk management for arctic shipping and operations

Ehlers, S., Kujula, P., Veitch, B., Khan, F. & Vanhatalo, J., 8 jun 2014, ASME 2014 33rd International Conference on Ocean, Offshore and Arctic Engineering: Polar and Arctic Science and Technology. California, USA: American Society of Mechanical Engineers, Vol. 10. 8 s.

Forskningsoutput: Kapitel i bok/rapport/konferenshandlingKonferensbidragVetenskapligPeer review