Application of machine learning algorithms to identify cryptic reproductive habitats using diverse information sources

Recovery of critically endangered Nassau grouper (Epinephelus striatus) in the Cayman Islands following targeted conservation actions

(2020) Lynn Waterhouse et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The reign of the p -value is over: what alternative analyses could we employ to fill the power vacuum?

(2019) Lewis G. Halsey   Biology Letters

Applications for deep learning in ecology

(2019) Sylvain Christin et al.   Methods in Ecology and Evolution

Where the Ecological Gaps Remain, a Modelers' Perspective

(2019) Elizabeth A. Fulton et al.   Frontiers in Ecology and Evolution

Stress, predators, and survival: Exploring permit (Trachinotus falcatus) catch-and-release fishing mortality in the Florida Keys

(2019) Peter E. Holder et al.   JOURNAL OF EXPERIMENTAL MARINE BIOLOGY AND ECOLOGY

Seasonal occupancy and connectivity amongst nearshore flats and reef habitats by permit Trachinotus falcatus : considerations for fisheries management

(2019) Jacob W. Brownscombe et al.   JOURNAL OF FISH BIOLOGY

Identifying pre-spawning aggregation sites for bonefish (Albula vulpes) in the Bahamas to inform habitat protection and species conservation

(2018) Aaron J. Adams et al.   ENVIRONMENTAL BIOLOGY OF FISHES

Potential connectivity among spatially distinct management zones for Bonefish (Albula vulpes) via larval dispersal

(2018) Xiangming Zeng et al.   ENVIRONMENTAL BIOLOGY OF FISHES

Applying a knowledge–action framework for navigating barriers to incorporating telemetry science into fisheries management and conservation: a qualitative study

(2017) Vivian M. Nguyen et al.   CANADIAN JOURNAL OF FISHERIES AND AQUATIC SCIENCES

Extreme Inverted Trophic Pyramid of Reef Sharks Supported by Spawning Groupers

(2016) Johann Mourier et al.   CURRENT BIOLOGY

Assessing reproductive behavior important to fisheries management: a case study with red drum, Sciaenops ocellatus

(2016) Susan K. Lowerre-Barbieri et al.   ECOLOGICAL APPLICATIONS

Reproductive resilience: a paradigm shift in understanding spawner-recruit systems in exploited marine fish

(2016) Susan Lowerre-Barbieri et al.   FISH AND FISHERIES

Transport and connectivity modeling of larval permit from an observed spawning aggregation in the Dry Tortugas, Florida

(2015) David R. Bryan et al.   ENVIRONMENTAL BIOLOGY OF FISHES

Advancing the science and management of flats fisheries for bonefish, tarpon, and permit

(2015) Aaron J. Adams et al.   ENVIRONMENTAL BIOLOGY OF FISHES

Fish spawning aggregations: where well-placed management actions can yield big benefits for fisheries and conservation

(2015) Brad Erisman et al.   FISH AND FISHERIES

A toolbox for fuzzy clustering using the R programming language

(2015) Maria Brigida Ferraro et al.   FUZZY SETS AND SYSTEMS

Aquatic animal telemetry: A panoramic window into the underwater world

(2015) N. E. Hussey et al.   SCIENCE

Hot moments in spawning aggregations: implications for ecosystem-scale nutrient cycling

(2014) Stephanie K. Archer et al.   CORAL REEFS

Harnessing the power of big data: infusing the scientific method with machine learning to transform ecology

(2014) Debra P. C. Peters et al.   Ecosphere

Site fidelity and reproductive timing at a spotted seatrout spawning aggregation site: individual versus population scale behavior

(2013) SK Lowerre-Barbieri et al.   MARINE ECOLOGY PROGRESS SERIES

Reef Odor: A Wake Up Call for Navigation in Reef Fish Larvae

(2013) Claire B. Paris et al.   PLoS One

Voluntary institutions and behaviours as alternatives to formal regulations in recreational fisheries management

(2012) Steven J Cooke et al.   FISH AND FISHERIES

Ecoinformatics: supporting ecology as a data-intensive science

(2012) William K. Michener et al.   TRENDS IN ECOLOGY & EVOLUTION

The illusion of plenty: hyperstability masks collapses in two recreational fisheries that target fish spawning aggregations

(2011) Brad E. Erisman et al.   CANADIAN JOURNAL OF FISHERIES AND AQUATIC SCIENCES

Aggregations and offshore movements as indicators of spawning activity of bonefish (Albula vulpes) in The Bahamas

(2011) Andy J. Danylchuk et al.   MARINE BIOLOGY

Sea bottom geomorphology of multi-species spawning aggregation sites in Belize

(2010) S Kobara et al.   MARINE ECOLOGY PROGRESS SERIES

Animal ecology meets GPS-based radiotelemetry: a perfect storm of opportunities and challenges

(2010) F. Cagnacci et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

First field-based experiment supporting the meeting point hypothesis for schooling in pelagic fish

(2009) Marc Soria et al.   ANIMAL BEHAVIOUR

Migration and stopover in a small pelagic seabird, the Manx shearwater Puffinus puffinus: insights from machine learning

(2009) T Guilford et al.   PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

A protocol for data exploration to avoid common statistical problems

(2009) Alain F. Zuur et al.   Methods in Ecology and Evolution

Trends and prospects for local knowledge in ecological and conservation research and monitoring

(2008) Ryan K. Brook et al.   BIODIVERSITY AND CONSERVATION

Conditional Variable Importance for Random Forests

(2008) Carolin Strobl et al.   BMC BIOINFORMATICS

Future research challenges for incorporation of uncertainty in environmental and ecological decision-making

(2008) J.C. Ascough et al.   ECOLOGICAL MODELLING

COMPARING RESOURCE PULSES IN AQUATIC AND TERRESTRIAL ECOSYSTEMS

(2008) Weston H. Nowlin et al.   ECOLOGY

A working guide to boosted regression trees

(2008) J. Elith et al.   JOURNAL OF ANIMAL ECOLOGY

Geomorphometric Patterns of Nassau Grouper (Epinephelus striatus) Spawning Aggregation Sites in the Cayman Islands

(2008) Shinichi Kobara et al.   MARINE GEODESY

Machine Learning Methods Without Tears: A Primer for Ecologists

(2008) Julian D. Olden et al.   QUARTERLY REVIEW OF BIOLOGY