Statistical models and monitoring designs to assess spatiotemporal dynamics of species

Akronym

Stat4BioMon

Bidragets beskrivning

To implement biodiversity promoting policies we need quantitative information on how biodiversity is changing and what are the drivers of this change. However, we still lack tools to cost-efficiently produce such information. With this project, we will tackle this challenge by developing novel statistical methods and data collection designs. First, we will develop novel models for seasonal dynamics in population distributions. Second, we will develop robust statistical methods for integrating datasets of different types into joint estimate of a population change. Finally, we will generate novel understanding on the cost-effectiveness of alternative monitoring designs and types of data in estimating and predicting biodiversity change. As a result, we will make groundbreaking impact on the statistical methods and knowledge on how biodiversity should be monitored and, through that, provide new tools urgently needed for a transformative change towards an ecologically sustainable society.
Visa mer

Startår

2026

Slutår

2029

Beviljade finansiering

Jarno Vanhatalo Orcid -palvelun logo
464 373 €


Rollen i Finlands Akademis konsortium

Övriga parter i konsortiet

Partner
Helsingfors universitet (368101)
440 543 €

Finansiär

Finlands Akademi

Typ av finansiering

Akademiprojekt

Beslutfattare

Forskningsrådet för naturvetenskap och teknik
12.06.2025

Övriga uppgifter

Finansieringsbeslutets nummer

368100

Vetenskapsområden

Statistik

Forskningsområden

Tilastotiede