Combining Regional Habitat Selection Models for Large-Scale Prediction: Circumpolar Habitat Selection of Southern Ocean Humpback Whales

Predicting seasonal movements and distribution of the sperm whale using machine learning algorithms

(2021) Philippine Chambault et al.   Ecology and Evolution

A methodological framework to predict the individual and population‐level distributions from tracking data

(2021) Philippine Chambault et al.   ECOGRAPHY

Longer migration not necessarily the costliest strategy for migrating humpback whales

(2020) Leena Riekkola et al.   AQUATIC CONSERVATION-MARINE AND FRESHWATER ECOSYSTEMS

Geographical differences in habitat relationships of cetaceans across an ocean basin

(2020) Laura Mannocci et al.   ECOGRAPHY

Tracking of marine predators to protect Southern Ocean ecosystems

(2020) Mark A. Hindell et al.   NATURE

Circumpolar projections of Antarctic krill growth potential

(2020) Devi Veytia et al.   Nature Climate Change

Horizontal and vertical movements of humpback whales inform the use of critical pelagic habitats in the western South Pacific

(2020) Solène Derville et al.   Scientific Reports

Performance evaluation of cetacean species distribution models developed using generalized additive models and boosted regression trees

(2020) Elizabeth A. Becker et al.   Ecology and Evolution

A continuous-time state-space model for rapid quality control of argos locations from animal-borne tags

(2020) Ian D. Jonsen et al.   Movement Ecology

Multi-Decadal Humpback Whale Migratory Route Fidelity Despite Oceanographic and Geomagnetic Change

(2020) Travis W. Horton et al.   Frontiers in Marine Science

dsmextra: Extrapolation assessment tools for density surface models

(2020) Phil J. Bouchet et al.   Methods in Ecology and Evolution

Declining reproductive success in the Gulf of St. Lawrence’s humpback whales ( Megaptera novaeangliae ) reflects ecosystem shifts on their feeding grounds

(2020) Joanna L. Kershaw et al.   GLOBAL CHANGE BIOLOGY

Functional responses in habitat selection: clarifying hypotheses and interpretations

(2019) Joseph D. Holbrook et al.   ECOLOGICAL APPLICATIONS

Krill (Euphausia superba) distribution contracts southward during rapid regional warming

(2019) Angus Atkinson et al.   Nature Climate Change

Future recovery of baleen whales is imperiled by climate change

(2019) Vivitskaia J. D. Tulloch et al.   GLOBAL CHANGE BIOLOGY

Behavioral response of a mobile marine predator to environmental variables differs across ecoregions

(2019) Michael E. Byrne et al.   ECOGRAPHY

Dynamic ensemble models to predict distributions and anthropogenic risk exposure for highly mobile species

(2019) Briana Abrahms et al.   DIVERSITY AND DISTRIBUTIONS

Hyperparameter tuning and performance assessment of statistical and machine-learning algorithms using spatial data

(2019) Patrick Schratz et al.   ECOLOGICAL MODELLING

Environmental drivers of humpback whale foraging behavior in the remote Southern Ocean

(2019) Leena Riekkola et al.   JOURNAL OF EXPERIMENTAL MARINE BIOLOGY AND ECOLOGY

New insights into prime Southern Ocean forage grounds for thriving Western Australian humpback whales

(2019) Sophie Bestley et al.   Scientific Reports

The revival of the Gini importance?

(2018) Stefano Nembrini et al.   BIOINFORMATICS

Habitat modelling of tracking data from multiple marine predators identifies important areas in the Southern Indian Ocean

(2018) Ryan R. Reisinger et al.   DIVERSITY AND DISTRIBUTIONS

Application of a multi-disciplinary approach to reveal population structure and Southern Ocean feeding grounds of humpback whales

(2018) Leena Riekkola et al.   ECOLOGICAL INDICATORS

Water temperature correlates with baleen whale foraging behaviour at multiple scales in the Antarctic

(2018) Kylie Owen et al.   MARINE AND FRESHWATER RESEARCH

Using a multi-model ensemble forecasting approach to identify key marine protected areas for seabirds in the Portuguese coast

(2018) Jorge M. Pereira et al.   OCEAN & COASTAL MANAGEMENT

Transferring biodiversity models for conservation: Opportunities and challenges

(2018) Ana M. M. Sequeira et al.   Methods in Ecology and Evolution

Assessing cetacean surveys throughout the Mediterranean Sea: a gap analysis in environmental space

(2018) Laura Mannocci et al.   Scientific Reports

A machine-learning approach for extending classical wildlife resource selection analyses

(2018) Kevin T. Shoemaker et al.   Ecology and Evolution

Testing the transferability of track-based habitat models for sound marine spatial planning

(2018) Clara Péron et al.   DIVERSITY AND DISTRIBUTIONS

Outstanding Challenges in the Transferability of Ecological Models

(2018) Katherine L. Yates et al.   TRENDS IN ECOLOGY & EVOLUTION

Humpback whale migrations to Antarctic summer foraging grounds through the southwest Pacific Ocean

(2018) V. Andrews-Goff et al.   Scientific Reports

Movement responses to environment: fast inference of variation among southern elephant seals with a mixed effects model

(2018) I. D. Jonsen et al.   ECOLOGY

Influence of device accuracy and choice of algorithm for species distribution modelling of seabirds: a case study using black-browed albatrosses

(2017) Petra Quillfeldt et al.   JOURNAL OF AVIAN BIOLOGY

ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R

(2017) Marvin N. Wright et al.   Journal of Statistical Software

Dynamic foraging of a top predator in a seasonal polar marine environment

(2017) Ben G. Weinstein et al.   OECOLOGIA

Modelling of species distributions, range dynamics and communities under imperfect detection: advances, challenges and opportunities

(2016) Gurutzeta Guillera-Arroita   ECOGRAPHY

Model selection and overfitting

(2016) Jake Lever et al.   NATURE METHODS

Horizontal niche partitioning of humpback and fin whales around the West Antarctic Peninsula: evidence from a concurrent whale and krill survey

(2016) Helena Herr et al.   POLAR BIOLOGY

Identifying predictable foraging habitats for a wide-ranging marine predator using ensemble ecological niche models

(2015) Kylie L. Scales et al.   DIVERSITY AND DISTRIBUTIONS

Establishing the link between habitat selection and animal population dynamics

(2015) Jason Matthiopoulos et al.   ECOLOGICAL MONOGRAPHS

Transferability of predictive models of coral reef fish species richness

(2015) Ana M. M. Sequeira et al.   JOURNAL OF APPLIED ECOLOGY

Quantifying consistent individual differences in habitat selection

(2015) Martin Leclerc et al.   OECOLOGIA

Satellite tracking reveals novel migratory patterns and the importance of seamounts for endangered South Pacific humpback whales

(2015) Claire Garrigue et al.   Royal Society Open Science

Modeling the spatial and temporal dynamics of foraging movements of humpback whales (Megaptera novaeangliae) in the Western Antarctic Peninsula

(2015) Corrie Curtice et al.   Movement Ecology

Poor Transferability of Species Distribution Models for a Pelagic Predator, the Grey Petrel, Indicates Contrasting Habitat Preferences across Ocean Basins

(2015) Leigh G. Torres et al.   PLoS One

Long-Range Movement of Humpback Whales and Their Overlap with Anthropogenic Activity in the South Atlantic Ocean

(2014) HOWARD C. ROSENBAUM et al.   CONSERVATION BIOLOGY

Predictive habitat modelling of humpback (Megaptera novaeangliae) and Antarctic minke (Balaenoptera bonaerensis) whales in the Southern Ocean as a planning tool for seismic surveys

(2014) Annette Bombosch et al.   DEEP-SEA RESEARCH PART I-OCEANOGRAPHIC RESEARCH PAPERS

Here be dragons: a tool for quantifying novelty due to covariate range and correlation change when projecting species distribution models

(2014) Mohsen B. Mesgaran et al.   DIVERSITY AND DISTRIBUTIONS

Important marine habitat off east Antarctica revealed by two decades of multi-species predator tracking

(2014) Ben Raymond et al.   ECOGRAPHY

Density-dependent habitat selection and partitioning between two sympatric ungulates

(2014) Floris M. van Beest et al.   OECOLOGIA

When to be discrete: the importance of time formulation in understanding animal movement

(2014) Brett T McClintock et al.   Movement Ecology

Marine mammal habitat models come of age: the emergence of ecological and management relevance

(2012) EJ Gregr et al.   Endangered Species Research

Comparison of five modelling techniques to predict the spatial distribution and abundance of seabirds

(2011) Steffen Oppel et al.   BIOLOGICAL CONSERVATION

pROC: an open-source package for R and S+ to analyze and compare ROC curves

(2011) Xavier Robin et al.   BMC BIOINFORMATICS

Does the interpolation accuracy of species distribution models come at the expense of transferability?

(2011) Risto K. Heikkinen et al.   ECOGRAPHY

Ecological niche modeling of sympatric krill predators around Marguerite Bay, Western Antarctic Peninsula

(2010) Ari S. Friedlaender et al.   DEEP-SEA RESEARCH PART II-TOPICAL STUDIES IN OCEANOGRAPHY

Generalized functional responses for species distributions

(2010) Jason Matthiopoulos et al.   ECOLOGY

Species Distribution Models: Ecological Explanation and Prediction Across Space and Time

(2009) Jane Elith et al.   Annual Review of Ecology Evolution and Systematics

An algorithm for oceanic front detection in chlorophyll and SST satellite imagery

(2009) Igor M. Belkin et al.   JOURNAL OF MARINE SYSTEMS

Estimating space-use and habitat preference from wildlife telemetry data

(2008) Geert Aarts et al.   ECOGRAPHY

CONTINUOUS-TIME CORRELATED RANDOM WALK MODEL FOR ANIMAL TELEMETRY DATA

(2008) Devin S. Johnson et al.   ECOLOGY

Oceanic circumpolar habitats of Antarctic krill

(2008) A Atkinson et al.   MARINE ECOLOGY PROGRESS SERIES

Movements of satellite-monitored humpback whales on their feeding ground along the Antarctic Peninsula

(2008) L. Dalla Rosa et al.   POLAR BIOLOGY

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

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