Search results for "citizen science data"

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Identifying territories using presence-only citizen science data : An application to the Finnish wolf population

2022

Citizens, community groups and local institutions participate in voluntary biological monitoring of population status and trends by providing species data e.g. for regulations and conservation. Sophisticated statistical methods are required to unlock the potential of such data in the assessment of wildlife populations. We develop a statistical modelling framework for identifying territories based on presence-only citizen science data. The framework can be used to jointly estimate the number of active animal territories and their locations in time. Our approach is based on a data generating model which consists of a dynamic submodel for the appearance/removal of territories and an observatio…

reviiritEcological Modelingbayesilainen menetelmäcitizen science datasusipaikkatietoanalyysisequential Monte CarloeläinkannatBayesian statisticsterritory identificationMonte Carlo -menetelmätpopulaatiotkansalaishavainnotkansalaistiedepresence-only dataspatio-temporal model
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