Projektinformation

Beskrivning

Climate change, biological invasions and other environmental changes are major threats to biodiversity, food production and health of humans and societies. However, preparing for these threats is hindered by lack of statistical tools to reliably predict the effects of these processes. Specifically, there is urgent need for predictive species distribution models in ecology and environmental management. In response to these challenges, in this project we develop novel methods for predicting species distributions in changing world.
StatusPågående
Gällande start-/slutdatum01/09/201831/08/2022

Finansiering

  • SUOMEN AKATEMIA: 450 732,00 €

Forskningsresultat

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

Aktiviteter

  • 2 !!Invited talk
  • 1 Akademiskt besök på HU
  • 1 !!Oral presentation

N. N.

Jarno Vanhatalo (Värd)
sep 2018

Aktivitet: Typer för att vara värd för en besökareAkademiskt besök på HU

Miten tilastollinen mallintaminen edistää luonnonvarojen kestävää

Jarno Vanhatalo (!!Speaker)
nov 2018

Aktivitet: Typer för tal eller presentation!!Invited talk

Gaussian processes in population growth models

Jarno Vanhatalo (!!Speaker)
27 nov 2018

Aktivitet: Typer för tal eller presentation!!Oral presentation