Selecting among five common modelling approaches for integrated environmental assessment and management

RA Kelly, AJ Jakeman, O Barreteau, ME Borsuk… - … modelling & software, 2013 - Elsevier
The design and implementation of effective environmental policies need to be informed by a
holistic understanding of the system processes (biophysical, social and economic), their …

Essential coastal habitats for fish in the Baltic Sea

P Kraufvelin, Z Pekcan-Hekim, U Bergström… - Estuarine, Coastal and …, 2018 - Elsevier
Many coastal and offshore fish species are highly dependent on specific habitat types for
population maintenance. In the Baltic Sea, shallow productive habitats in the coastal zone …

Stream water temperature prediction based on Gaussian process regression

R Grbić, D Kurtagić, D Slišković - Expert systems with applications, 2013 - Elsevier
The prediction of stream water temperature presents an interesting topic since the water
temperature has a significant ecological and economical role, such as in species …

Fast and flexible Bayesian species distribution modelling using Gaussian processes

N Golding, BV Purse - Methods in Ecology and Evolution, 2016 - Wiley Online Library
Species distribution modelling (SDM) is widely used in ecology, and predictions of species
distributions inform both policy and ecological debates. Therefore, methods with high …

Non-stationary Gaussian models with physical barriers

H Bakka, J Vanhatalo, JB Illian, D Simpson, H Rue - Spatial statistics, 2019 - Elsevier
The classical tools in spatial statistics are stationary models, like the Matérn field. However,
in some applications there are boundaries, holes, or physical barriers in the study area, eg a …

Integrating experimental and distribution data to predict future species patterns

J Kotta, J Vanhatalo, H Jänes, H Orav-Kotta, L Rugiu… - Scientific reports, 2019 - nature.com
Predictive species distribution models are mostly based on statistical dependence between
environmental and distributional data and therefore may fail to account for physiological …

Modelling the potential impacts of climate change on the distribution of ichthyoplankton in the Yangtze Estuary, China

Z Zhang, S Mammola, W **an… - Diversity and …, 2020 - Wiley Online Library
Abstract Aim Species distribution models (SDMs) are an effective tool to explore the
potential distribution of terrestrial, freshwater and marine organisms; however, SDMs have …

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

M Kallasvuo, J Vanhatalo… - Canadian Journal of …, 2017 - cdnsciencepub.com
Productive fisheries are strongly linked to the ecological state of the essential habitats. In this
study, we developed a methodology to assess the most important reproduction habitats of …

Invasive plants in Brazil: climate change effects and detection of suitable areas within conservation units

LG Fulgêncio-Lima, AFA Andrade, B Vilela… - Biological …, 2021 - Springer
Invasive exotic plants may compromise the survival, growth, and reproduction of native
species and are among the leading causes of worldwide biodiversity losses. Climate …

Colonizing the east and the west: distribution and niche properties of a dwarf Asian honey bee invading Africa, the Middle East, the Malay Peninsula, and Taiwan

DP Silva, ACF Castro, B Vilela, XR Ong, JC Thomas… - Apidologie, 2020 - Springer
Species invasions are expected to increase continuously with undeniable impact upon
native biodiversity, being an important process in relation to the decline of native pollinators …