Modeling avian full annual cycle distribution and population trends with citizen science data

Using Semistructured Surveys to Improve Citizen Science Data for Monitoring Biodiversity

(2019) Steve Kelling et al.   BIOSCIENCE

Essential biodiversity variables for mapping and monitoring species populations

(2019) Walter Jetz et al.   Nature Ecology & Evolution

Spatial modeling of Audubon Christmas Bird Counts reveals fine‐scale patterns and drivers of relative abundance trends

(2019) Timothy D. Meehan et al.   Ecosphere

The power to detect regional declines in common bird populations using continental monitoring data

(2019) D. J. Baker et al.   ECOLOGICAL APPLICATIONS

Modeling spatially and temporally complex range dynamics when detection is imperfect

(2019) Clark S. Rushing et al.   Scientific Reports

Using opportunistic citizen science data to estimate avian population trends

(2018) Joshua J. Horns et al.   BIOLOGICAL CONSERVATION

Estimation and Inference of Heterogeneous Treatment Effects using Random Forests

(2018) Stefan Wager et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Population trends inVermivorawarblers are linked to strong migratory connectivity

(2018) Gunnar R. Kramer et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

A suite of global, cross-scale topographic variables for environmental and biodiversity modeling

(2018) Giuseppe Amatulli et al.   Scientific Data

Global change and the distributional dynamics of migratory bird populations wintering in Central America

(2017) Frank A. La Sorte et al.   GLOBAL CHANGE BIOLOGY

High-intensity urban light installation dramatically alters nocturnal bird migration

(2017) Benjamin M. Van Doren et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Crowdsourcing Meets Ecology: Hemisphere-Wide Spatiotemporal Species Distribution Models

(2017) Daniel Fink et al.   AI MAGAZINE

Apache Spark

(2016) Matei Zaharia et al.   COMMUNICATIONS OF THE ACM

Novel seasonal land cover associations for eastern North American forest birds identified through dynamic species distribution modelling

(2016) Benjamin Zuckerberg et al.   DIVERSITY AND DISTRIBUTIONS

Effects of breeding versus winter habitat loss and fragmentation on the population dynamics of a migratory songbird

(2016) Caz M. Taylor et al.   ECOLOGICAL APPLICATIONS

Seven Shortfalls that Beset Large-Scale Knowledge of Biodiversity

(2015) Joaquín Hortal et al.   Annual Review of Ecology Evolution and Systematics

A novel citizen science approach for large-scale standardised monitoring of bat activity and distribution, evaluated in eastern England

(2015) Stuart E. Newson et al.   BIOLOGICAL CONSERVATION

A call for full annual cycle research in animal ecology

(2015) Peter P. Marra et al.   Biology Letters

Abundance models improve spatial and temporal prioritization of conservation resources

(2015) Alison Johnston et al.   ECOLOGICAL APPLICATIONS

Protected areas and global conservation of migratory birds

(2015) C. A. Runge et al.   SCIENCE

PresenceAbsence: AnRPackage for Presence Absence Analysis

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

Can Observation Skills of Citizen Scientists Be Estimated Using Species Accumulation Curves?

(2015) Steve Kelling et al.   PLoS One

Local case-control sampling: Efficient subsampling in imbalanced data sets

(2014) William Fithian et al.   ANNALS OF STATISTICS

Using citizen science to estimate lichen diversity

(2014) Paula Casanovas et al.   BIOLOGICAL CONSERVATION

Towards a taxonomy of spatial scale-dependence

(2014) Brody Sandel   ECOGRAPHY

Macrosystems ecology: understanding ecological patterns and processes at continental scales

(2014) James B Heffernan et al.   FRONTIERS IN ECOLOGY AND THE ENVIRONMENT

Acoustic Telemetry Validates a Citizen Science Approach for Monitoring Sharks on Coral Reefs

(2014) Gabriel M. S. Vianna et al.   PLoS One

Statistical solutions for error and bias in global citizen science datasets

(2013) Tomas J. Bird et al.   BIOLOGICAL CONSERVATION

The eBird enterprise: An integrated approach to development and application of citizen science

(2013) Brian L. Sullivan et al.   BIOLOGICAL CONSERVATION

The problem of pattern and scale in ecology: what have we learned in 20 years?

(2013) Jérôme Chave   ECOLOGY LETTERS

Estimation and Accuracy After Model Selection

(2013) Bradley Efron   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Modeling Trends from North American Breeding Bird Survey Data: A Spatially Explicit Approach

(2013) Florent Bled et al.   PLoS One

Landscape moderation of biodiversity patterns and processes - eight hypotheses

(2012) Teja Tscharntke et al.   BIOLOGICAL REVIEWS

Analysis of the North American Breeding Bird Survey Using Hierarchical Models

(2011) John R. Sauer et al.   AUK

Data-intensive science applied to broad-scale citizen science

(2011) Wesley M. Hochachka et al.   TRENDS IN ECOLOGY & EVOLUTION

Citizen Science as an Ecological Research Tool: Challenges and Benefits

(2010) Janis L. Dickinson et al.   Annual Review of Ecology Evolution and Systematics

Spatiotemporal exploratory models for broad-scale survey data

(2010) Daniel Fink et al.   ECOLOGICAL APPLICATIONS

Predicting species distributions from checklist data using site-occupancy models

(2010) Marc Kéry et al.   JOURNAL OF BIOGEOGRAPHY

Comparing spatially-varying coefficients models for analysis of ecological data with non-stationary and anisotropic residual dependence

(2010) Andrew O. Finley   Methods in Ecology and Evolution

eBird: A citizen-based bird observation network in the biological sciences

(2009) Brian L. Sullivan et al.   BIOLOGICAL CONSERVATION

MODIS Collection 5 global land cover: Algorithm refinements and characterization of new datasets

(2009) Mark A. Friedl et al.   REMOTE SENSING OF ENVIRONMENT

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

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