Opportunities and challenges for big data ornithology

No abstract is available for this paper.

• Publication year

  2018

• Venue

  The Condor

• Publication date

  2018-05-02

• Fields of study

  Biology, Geography, Computer Science, Environmental Science

• Identifiers
  DOI 10.1650/CONDOR-17-206.1
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Artificial light at night confounds broad-scale habitat use by migrating birds.

  2018cited by this paper
• An integrated population model for bird monitoring in North America.

  2017cited by this paper
• The Next Decade of Big Data in Ecosystem Science

  2017cited by this paper
• Global change and the distributional dynamics of migratory bird populations wintering in Central America

  2017cited by this paper
• High-intensity urban light installation dramatically alters nocturnal bird migration

  2017cited by this paper
• The role of the North American Breeding Bird Survey in conservation

  2017cited by this paper
• Model selection for the North American Breeding Bird Survey: A comparison of methods

  2017cited by this paper
• Integrating multiple data sources in species distribution modeling: a framework for data fusion.

  2017cited by this paper
• How well do route survey areas represent landscapes at larger spatial extents? An analysis of land cover composition along Breeding Bird Survey routes

  2017cited by this paper
• The first 50 years of the North American Breeding Bird Survey

  2017cited by this paper
• Characterising demographic contributions to observed population change in a declining migrant bird

  2017cited by this paper
• Migration distance, ecological barriers and en‐route variation in the migratory behaviour of terrestrial bird populations

  2017cited by this paper
• Combining citizen science species distribution models and stable isotopes reveals migratory connectivity in the secretive Virginia rail

  2017cited by this paper
• Increasing phenological asynchrony between spring green-up and arrival of migratory birds

  2017cited by this paper
• Seasonal associations with urban light pollution for nocturnally migrating bird populations

  2017cited by this paper
• Autonomous recording units in avian ecological research: current use and future applications

  2017cited by this paper
• The motus wildlife tracking system: A collaborative research network to enhance the understanding of wildlife movement

  2017cited by this paper
• Automated bird acoustic event detection and robust species classification

  2017cited by this paper
• Anthropogenic light is associated with increased vocal activity by nocturnally migrating birds

  2016cited by this paper
• Using digital recordings and sonogram analysis to obtain counts of yellow rails

  2016cited by this paper
• Can citizen science enhance public understanding of science?

  2016cited by this paper
• The pace of past climate change vs. potential bird distributions and land use in the United States

  2016cited by this paper
• Nocturnally migrating songbirds drift when they can and compensate when they must

  2016cited by this paper
• From ecological records to big data: the invention of global biodiversity

  2016cited by this paper
• Just Google it: assessing the use of Google Images to describe geographical variation in visible traits of organisms

  2016cited by this paper
• A characterization of autumn nocturnal migration detected by weather surveillance radars in the northeastern USA.

  2016cited by this paper
• Novel seasonal land cover associations for eastern North American forest birds identified through dynamic species distribution modelling

  2016cited by this paper
• The implications of mid-latitude climate extremes for North American migratory bird populations

  2016cited by this paper
• Individual-Based Tracking Systems in Ornithology: Welcome to the Era of Big Data

  2016cited by this paper
• From big data to important information

  2016cited by this paper
• Biodiversity analysis in the digital era

  2016cited by this paper
• Potential breeding distributions of U.S. birds predicted with both short-term variability and long-term average climate data.

  2016cited by this paper
• A spatio-temporal comparison of avian migration phenology using Citizen Science data

  2016cited by this paper
• Bird detection in audio: A survey and a challenge

  2016cited by this paper
• Big data need big theory too

  2016cited by this paper
• Capitalizing on opportunistic data for monitoring relative abundances of species

  2016cited by this paper
• Consistent response of bird populations to climate change on two continents

  2016cited by this paper
• Convergence of broad-scale migration strategies in terrestrial birds

  2016influential reference
• Changing Breeding Status of the Ashy Storm-petrel Oceanodroma Homochroa on Anacapa Island, California

  2016cited by this paper
• Demographic drivers of decline and recovery in an Afro-Palaearctic migratory bird population

  2016cited by this paper
• Empirical Evidence for the Scale Dependence of Biotic Interactions

  2015cited by this paper
• Climatic dipoles drive two principal modes of North American boreal bird irruption

  2015cited by this paper
• The rise of "big data" on cloud computing: Review and open research issues

  2015cited by this paper
• Significance and Challenges of Big Data Research

  2015cited by this paper
• Documenting stewardship responsibilities across the annual cycle for birds on U.S. public lands.

  2015influential reference
• Geographical range margins of many taxonomic groups continue to shift polewards

  2015cited by this paper
• Directionality of recent bird distribution shifts and climate change in Great Britain

  2015cited by this paper
• Energy use by migrants and residents in North American breeding bird communities

  2015cited by this paper
• Testing the Effectiveness of Automated Acoustic Sensors for Monitoring Vocal Activity of Marbled Murrelets Brachyramphus Marmoratus

  2015cited by this paper
• Crowdsourcing Twitter annotations to identify first-hand experiences of prescription drug use

  2015cited by this paper
• The diversity and abundance of North American bird assemblages fail to track changing productivity.

  2015cited by this paper
• Using automated recorders and occupancy models to monitor common forest birds across a large geographic region

  2015influential reference
• Bird acoustic activity detection based on morphological filtering of the spectrogram

  2015cited by this paper
• Migration timing and its determinants for nocturnal migratory birds during autumn migration.

  2015cited by this paper
• Beyond the hype: Big data concepts, methods, and analytics

  2015influential reference
• Seasonal changes in the altitudinal distribution of nocturnally migrating birds during autumn migration

  2015cited by this paper
• Big questions, big science: meeting the challenges of global ecology

  2015cited by this paper
• The golden age of bio-logging: how animal-borne sensors are advancing the frontiers of ecology.

  2015cited by this paper
• Crowdsourcing Meets Ecology: Hemisphere-Wide Spatiotemporal Species Distribution Models

  2014influential reference
• Systematic Temporal Patterns in the Relationship Between Housing Development and Forest Bird Biodiversity

  2014cited by this paper
• Bias correction in species distribution models: pooling survey and collection data for multiple species

  2014cited by this paper
• The eBird enterprise: An integrated approach to development and application of citizen science

  2014cited by this paper
• Trends in big data analytics

  2014cited by this paper
• Is there a weekend bias in clutch-initiation dates from citizen science? Implications for studies of avian breeding phenology

  2014cited by this paper
• The Invisible Prevalence of Citizen Science in Global Research: Migratory Birds and Climate Change

  2014cited by this paper
• Spring phenology of ecological productivity contributes to the use of looped migration strategies by birds

  2014cited by this paper
• Niche versus Neutrality: A Dynamical Analysis

  2014cited by this paper
• Connecting breeding and wintering grounds of Neotropical migrant songbirds using stable hydrogen isotopes: a call for an isotopic atlas of migratory connectivity

  2014cited by this paper
• Studying phenology by flexible modelling of seasonal detectability peaks

  2014cited by this paper
• The role of atmospheric conditions in the seasonal dynamics of North American migration flyways

  2014cited by this paper
• Monitoring temporal change of bird communities with dissimilarity acoustic indices

  2014cited by this paper
• Harnessing the power of big data: infusing the scientific method with machine learning to transform ecology

  2014cited by this paper
• Big Data, new epistemologies and paradigm shifts

  2014cited by this paper
• Big data and the future of ecology

  2013cited by this paper
• A practical comparison of manual and autonomous methods for acoustic monitoring

  2013cited by this paper
• Challenges of Big Data Analysis.

  2013cited by this paper
• Focus on poleward shifts in species' distribution underestimates the fingerprint of climate change

  2013cited by this paper
• Opposing Mechanisms Drive Richness Patterns of Core and Transient Bird Species

  2013cited by this paper
• Sampling environmental acoustic recordings to determine bird species richness.

  2013cited by this paper
• Daily foraging patterns in free-living birds: exploring the predation–starvation trade-off

  2013cited by this paper
• Big Data: Unleashing information

  2013cited by this paper
• Big Data computing and clouds: Trends and future directions

  2013cited by this paper
• CRITICAL QUESTIONS FOR BIG DATA

  2012cited by this paper
• Spatiotemporal Variation in Avian Migration Phenology: Citizen Science Reveals Effects of Climate Change

  2012cited by this paper
• Measuring nocturnal seabird activity and status using acoustic recording devices: applications for island restoration

  2012cited by this paper
• Data validation in citizen science: a case study from Project FeederWatch

  2012cited by this paper
• eBird: A Human/Computer Learning Network for Biodiversity Conservation and Research

  2012cited by this paper
• Data-driven sciences: From wonder cabinets to electronic databases.

  2012cited by this paper
• Spatial modeling of survival and residency and application to the Monitoring Avian Productivity and Survivorship program

  2012cited by this paper
• Tracking of climatic niche boundaries under recent climate change.

  2012cited by this paper
• A Semantic Sensing Information Representation for Bird Ecology

  2012cited by this paper
• Ecoinformatics: supporting ecology as a data-intensive science.

  2012cited by this paper
• The push and pull of climate change causes heterogeneous shifts in avian elevational ranges

  2012cited by this paper
• Monitoring animal diversity using acoustic indices: Implementation in a temperate woodland

  2012cited by this paper
• Technology on the Move: Recent and Forthcoming Innovations for Tracking Migratory Birds

  2011cited by this paper
• Do species' traits predict recent shifts at expanding range edges?

  2011cited by this paper
• Applications of radio frequency identification (RFID) in ornithological research: a review

  2011cited by this paper
• Assessing the threat to montane biodiversity from discordant shifts in temperature and precipitation in a changing climate.

  2011cited by this paper
• Acoustic monitoring in terrestrial environments using microphone arrays: applications, technological considerations and prospectus

  2011cited by this paper
• Rapid Range Shifts of Species Associated with High Levels of Climate Warming

  2011cited by this paper

• Designing urban green-space heterogeneity across urbanisation gradients to maintain avian richness

  2026cites this paper
• The Ural Owl as a Keystone Species in Interspecific Interactions Among Avian Predators—A Review

  2025cites this paper
• Flexible hybrid edge computing IoT architecture for low-cost bird songs detection system

  2025cites this paper
• Harmonizing Community Science Datasets to Model Highly Pathogenic Avian Influenza (HPAI) in Birds in the Subantarctic

  2025cites this paper
• Assessing the completeness and consistency of global-scale avian datasets

  2025cites this paper
• Opportunities and challenges for new technologies in seabird population monitoring

  2025cites this paper
• Applying computer vision to accelerate monitoring and analysis of bird incubation behaviors: a case study using common eider nest camera footage

  2025cites this paper
• Broad and Fine Scale Range Shifts of a Species at Risk Across North America

  2025cites this paper
• Thinking of Contemporary Ceramic Art and Public Environmental Art based on Big Data Analysis

  2024cites this paper
• Data coverage, biases, and trends in a global citizen‐science resource for monitoring avian diversity

  2024cites this paper
• Seasonal macro‐demography of North American bird populations revealed through participatory science

  2024cites this paper
• Combining citizen science data and literature to build a traits dataset of Taiwan’s birds

  2024cites this paper
• Supplemental structured surveys and pre-existing detection models improve fine-scale density and population estimation with opportunistic community science data

  2024cites this paper
• Mental health is positively associated with biodiversity in Canadian cities

  2024cites this paper
• Analysing citizen science data to address the demographic expansion of the Eurasian Magpie (Pica pica) in southern Spain

  2024cites this paper
• Christmas Bird Count data are a reliable harvest-independent index for Ruffed Grouse monitoring in the eastern United States

  2024cites this paper
• Spatially heterogeneous shifts in vegetation phenology induced by climate change threaten the integrity of the avian migration network

  2024cites this paper
• Urban green infrastructure affects bird biodiversity in the coastal megalopolis region of Shenzhen city

  2023cites this paper
• Research on environmental planning method based on neural network and artificial intelligence technology

  2023cites this paper
• Equivalence of citizen science and scientific data for modelling species distribution of birds from a tropical savanna

  2023cites this paper
• Automatic Bird Species Recognition using Audio and Image Data: A Short Review

  2023cites this paper
• Identification of Bird Habitat Restoration Priorities in a Central Area of a Megacity

  2023cites this paper
• Exploring the relationship between bird diversity and anxiety and mood disorder hospitalisation rates

  2023cites this paper
• Making virtual species less virtual by reverse engineering of spatiotemporal ecological models

  2023cites this paper
• Satellite-based environmental variables complement traditional variables in spatio-temporal models of purple martin migration

  2023cites this paper
• Combining community science and MaxEnt modeling to estimate Wild Turkey ( Meleagris gallopavo ) winter abundance and distribution

  2023cites this paper
• Spatial and seasonal variation in thermal sensitivity within North American bird species

  2023cites this paper
• Outstanding challenges and future directions for biodiversity monitoring using citizen science data

  2022cites this paper
• Green Energy Economic Efficiency and Enterprise Environmental Cost Control Based on the Internet of Things

  2022cites this paper
• A text and image analysis workflow using citizen science data to extract relevant social media records: Combining red kite observations from Flickr, eBird and iNaturalist

  2022cites this paper
• Antipredator behaviors in urban settings: Ecological experimentation powered by citizen science

  2022cites this paper
• Evaluating the use of semi-structured crowdsourced data to quantify inequitable access to urban biodiversity: A case study with eBird

  2022cites this paper
• Big Data Analytics: A Survey

  2022cites this paper
• Ophiophagy in Brazilian birds: a contribution from a collaborative platform of citizen science

  2022cites this paper
• BirdFlow: Learning Seasonal Bird Movements from Citizen Science Data

  2022cites this paper
• Data fusion for abundance estimation: community science augments systematically collected removal-in-time distance sampling data

  2021cites this paper
• The spreading of the invasive sacred ibis in Italy

  2021cites this paper
• Urban tolerance of birds changes throughout the full annual cycle

  2021cites this paper
• Addressing data integration challenges to link ecological processes across scales

  2021cites this paper
• Big Data Classification: Applications and Challenges

  2021cites this paper
• Predicting Bird Distributions Under Global Change

  2021cites this paper
• Extreme winter weather disrupts bird occurrence and abundance patterns at geographic scales

  2021cites this paper
• Distribution models using semi-structured community science data outperform unstructured-data models for a data-poor species, the Plain Tyrannulet

  2021cites this paper
• Identifying mismatches between conservation area networks and vulnerable populations using spatial randomization

  2021cites this paper
• Ru-Birds.RU, bird observations from Russia and neighbouring regions: an occurrence dataset

  2021cites this paper
• Northward expansion trends and future potential distribution of a dragonfly Ischnura senegalensis Rambur under climate change using citizen science data in South Korea

  2021cites this paper
• Estimating the movements of terrestrial animal populations using broad-scale occurrence data

  2021cites this paper
• Impacts of COVID-19 restrictions on capacity to monitor bird populations: a case study using the UK Breeding Bird Survey

  2021cites this paper
• An introduction to predictive distribution modelling for conservation to encourage novel perspectives

  2021cites this paper
• Assessing the efficacy of protected and multiple-use lands for bird conservation in the U.S.

  2020cites this paper
• Ecological Dynamics: Integrating Empirical, Statistical, and Analytical Methods.

  2020cites this paper
• Detecting diel patterns in the songs of Chipping Sparrows using citizen‐science data

  2020cites this paper
• First record of Rufous-thighed Kite Harpagus diodon in Colombia

  2020cites this paper
• Towards reconciliation of the four world bird lists: hotspots of disagreement in taxonomy of raptors

  2020cites this paper
• Integrating remote sensing and jurisdictional observation networks to improve the resolution of ecological management

  2020cites this paper
• Avian responses to extreme weather across functional traits and temporal scales

  2020cites this paper
• The island biogeography of the eBird citizen‐science programme

  2020cites this paper
• Waterbird synchrony across Australia's highly variable dryland rivers – Risks and opportunities for conservation

  2020cites this paper
• Community science validates climate suitability projections from ecological niche modeling.

  2020cites this paper
• Birds rarely hybridize: A citizen science approach to estimating rates of hybridization in the wild *

  2020cites this paper
• Landsat 8 TIRS-derived relative temperature and thermal heterogeneity predict winter bird species richness patterns across the conterminous United States

  2020cites this paper
• Seasonal and directional dispersal behavior in an ongoing dove invasion

  2019cites this paper
• Best practices for making reliable inferences from citizen science data: case study using eBird to estimate species distributions

  2019cites this paper
• Heterogeneous urban green areas are bird diversity hotspots: insights using continental-scale citizen science data

  2019cites this paper
• Making inference with messy (citizen science) data: when are data accurate enough and how can they be improved?

  2019cites this paper
• Survey completeness of a global citizen‐science database of bird occurrence

  2019cites this paper
• An evaluation of stringent filtering to improve species distribution models from citizen science data

  2019cites this paper
• Using Raspberry Pi microcomputers to remotely monitor birds and collect environmental data

  2019cites this paper
• CLUB ANNOUNCEMENTS

  2019cites this paper
• Monitoring boreal avian populations: how can we estimate trends and trajectories from noisy data?

  2019influential citation
• Integrating citizen science and remotely sensed data to help inform time-sensitive policy decisions for species of conservation concern

  2019cites this paper
• Using citizen science data to support conservation in environmental regulatory contexts

  2019cites this paper
• Revealing the potential of a huge citizen-science platform to study bird migration

  2019cites this paper
• Heterogeneous urban green areas are bird diversity hotspots: insights using continental-scale citizen science data

  2019influential citation
• Using citizen science data to define and track restoration targets in urban areas

  2019cites this paper
• A practical guide for combining data to model species distributions.

  2019cites this paper
• The effects of local and landscape habitat attributes on bird diversity in urban greenspaces

  2018cites this paper
• ScholarWorks@UMass Amherst ScholarWorks@UMass Amherst

  year unknowncites this paper