The integration of hierarchical levels of scale in tree species distribution models of silver fir (Abies alba Mill.) and European beech (Fagus sylvatica L.) in mountain forests

Coupling fossil records and traditional discrimination metrics to test how genetic information improves species distribution models of the European beech Fagus sylvatica

(2022) Pedro Poli et al.   EUROPEAN JOURNAL OF FOREST RESEARCH

Resolution in species distribution models shapes spatial patterns of plant multifaceted diversity

(2022) Yohann Chauvier et al.   ECOGRAPHY

A Robust Prediction Model for Species Distribution Using Bagging Ensembles with Deep Neural Networks

(2021) Jehyeok Rew et al.   Remote Sensing

Want to model a species niche? A step-by-step guideline on correlative ecological niche modelling

(2021) Neftalí Sillero et al.   ECOLOGICAL MODELLING

Climatic niche shifts in introduced species

(2021) Olivia K. Bates et al.   CURRENT BIOLOGY

Spatial modelling of ecological indicator values improves predictions of plant distributions in complex landscapes

(2020) Patrice Descombes et al.   ECOGRAPHY

A framework for the predictive mapping of forest soil properties in mountain areas

(2020) Alois Simon et al.   GEODERMA

Influence of climate, soil, and land cover on plant species distribution in the European Alps

(2020) Yohann Chauvier et al.   ECOLOGICAL MONOGRAPHS

Explainable artificial intelligence enhances the ecological interpretability of black‐box species distribution models

(2020) Masahiro Ryo et al.   ECOGRAPHY

Hierarchical species distribution models in support of vegetation conservation at the landscape scale

(2019) Rubén G. Mateo et al.   JOURNAL OF VEGETATION SCIENCE

Hierarchical generalized additive models in ecology: an introduction with mgcv

(2019) Eric J. Pedersen et al.   PeerJ

Potential pitfalls in rescaling digital terrain model-derived attributes for ecological studies

(2019) Vítězslav Moudrý et al.   Ecological Informatics

Nitrogen deposition is the most important environmental driver of growth of pure, even-aged and managed European forests

(2019) Sophia Etzold et al.   FOREST ECOLOGY AND MANAGEMENT

Mapping LUCAS topsoil chemical properties at European scale using Gaussian process regression

(2019) Cristiano Ballabio et al.   GEODERMA

Wrong, but useful: regional species distribution models may not be improved by range-wide data under biased sampling

(2018) Ahmed El-Gabbas et al.   Ecology and Evolution

Alternative tree species under climate warming in managed European forests

(2018) Eric Andreas Thurm et al.   FOREST ECOLOGY AND MANAGEMENT

Soil water storage appears to compensate for climatic aridity at the xeric margin of European tree species distribution

(2017) Karl H. Mellert et al.   EUROPEAN JOURNAL OF FOREST RESEARCH

LUCAS Soil, the largest expandable soil dataset for Europe: a review

(2017) A. Orgiazzi et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

Learning from class-imbalanced data: Review of methods and applications

(2017) Guo Haixiang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Deer browsing promotes Norway spruce at the expense of silver fir in the forest regeneration phase

(2017) Marianne Bernard et al.   FOREST ECOLOGY AND MANAGEMENT

Ecology and silviculture of silver fir (Abies alba Mill.): a review

(2017) Dorota Dobrowolska et al.   Journal of Forest Research

EU-Forest, a high-resolution tree occurrence dataset for Europe

(2017) Achille Mauri et al.   Scientific Data

Climatologies at high resolution for the earth’s land surface areas

(2017) Dirk Nikolaus Karger et al.   Scientific Data

Cross-scale integration of knowledge for predicting species ranges: a metamodelling framework

(2015) Matthew V. Talluto et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

PresenceAbsence: AnRPackage for Presence Absence Analysis

(2015) Elizabeth A. Freeman et al.   Journal of Statistical Software

The past ecology ofAbies albaprovides new perspectives on future responses of silver fir forests to global warming

(2013) Willy Tinner et al.   ECOLOGICAL MONOGRAPHS

How Can Model Comparison Help Improving Species Distribution Models?

(2013) Emmanuel Stephan Gritti et al.   PLoS One

Modelling invasive alien species distributions from digital biodiversity atlases. Model upscaling as a means of reconciling data at different scales

(2012) Arnald Marcer et al.   DIVERSITY AND DISTRIBUTIONS

Investigating species–environment relationships at multiple scales: Differentiating between intrinsic scale and the modifiable areal unit problem

(2012) Alex M. Lechner et al.   Ecological Complexity

Favourability: concept, distinctive characteristics and potential usefulness

(2012) Pelayo Acevedo et al.   NATURWISSENSCHAFTEN

Downscaling of species distribution models: 
a hierarchical approach

(2012) Petr Keil et al.   Methods in Ecology and Evolution

Analysis of preprocessing vs. cost-sensitive learning for imbalanced classification. Open problems on intrinsic data characteristics

(2011) Victoria López et al.   EXPERT SYSTEMS WITH APPLICATIONS

Hypothesis-driven species distribution models for tree species in the Bavarian Alps

(2011) K. H. Mellert et al.   JOURNAL OF VEGETATION SCIENCE

Species distribution models as a tool for forest management planning under climate change: risk evaluation of Abies alba in Bavaria

(2011) Wolfgang Falk et al.   JOURNAL OF VEGETATION SCIENCE

Hierarchical Bayesian Spatial Models for Multispecies Conservation Planning and Monitoring

(2010) CARLOS CARROLL et al.   CONSERVATION BIOLOGY

The effect of prevalence and its interaction with sample size on the reliability of species distribution models

(2009) A. Jiménez-Valverde et al.   COMMUNITY ECOLOGY

European beech (Fagus sylvatica L.) and silver fir (Abies alba Mill.) rotation in the Carpathians—A developmental cycle or a linear trend induced by man?

(2009) Tomáš Vrška et al.   FOREST ECOLOGY AND MANAGEMENT

Climate change and plant distribution: local models predict high-elevation persistence

(2009) CHRISTOPHE F. RANDIN et al.   GLOBAL CHANGE BIOLOGY

AUC: a misleading measure of the performance of predictive distribution models

(2007) Jorge M. Lobo et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY