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

The Elements of Statistical Learning

Hastie, T., Tibshirani, R., & Friedman, J. (2009) · Springer Series in Statistics · doi:10.1007/978-0-387-84858-7 · Cited by 25,970

The Elements of Statistical Learning: Data Mining, Inference, and Prediction

Lu, Z. Q. J. (2010) · Journal of the Royal Statistical Society Series A (Statistics in Society) · doi:10.1111/j.1467-985x.2010.00646_6.x · Cited by 12,916

The Birds of North America online

(2005) · Choice Reviews Online · doi:10.5860/choice.43-1297 · Cited by 876

Partners in Flight North American Landbird Conservation Plan

Faaborg, J. R. (2005) · The Auk · doi:10.1642/0004-8038(2005)122[0373:pifnal]2.0.co;2 · Cited by 432

The Distribution of the Birds of California

Farner, D. S., Grinnell, J., & Miller, A. H. (1945) · Bird-Banding · doi:10.2307/4509878 · Cited by 291

Data‐Mining Discovery of Pattern and Process in Ecological Systems

Hochachka, W. M., Caruana, R., Fink, D., Munson, M. A., Riedewald, M., Sorokina, D., & Kelling, S. (2007) · Journal of Wildlife Management · doi:10.2193/2006-503 · Cited by 180

Defining and Unraveling Biocomplexity

Michener, W. K., Baerwald, T. J., Firth, P. L., Palmer, M. A., Rosenberger, J. L., Sandlin, E. A., & ZIMMERMAN, H. (2001) · BioScience · doi:10.1641/0006-3568(2001)051[1018:daub]2.0.co;2 · Cited by 174

Issues and Perspectives in Landscape Ecology

(2005) · Cambridge University Press eBooks · doi:10.1017/cbo9780511614415 · Cited by 173

Issues and Perspectives in Landscape Ecology

Wiens, J. A., & Moss, M. R. (2005) · Cited by 170

Towards a cyberinfrastructure for the biological sciences: progress, visions and challenges

Stein, L. D. (2008) · Nature Reviews Genetics · doi:10.1038/nrg2414 · Cited by 160

Citizen Science: A Developing Tool for Expanding Science Knowledge and Scientific Literacy

Bonney, R. E., Cooper, C. B., Dickinson, J. L., Kelling, S., Phillips, T., Rosenberg, K. V., & Shirk, J. (2009) · BioScience · doi:10.1525/bio.2009.59.11.9 · Cited by 2,542

Public Participation in Scientific Research: a Framework for Deliberate Design

Shirk, J., Ballard, H., Wilderman, C., Phillips, T., Wiggins, A., Jordan, R., McCallie, E., Minarchek, M., Lewenstein, B., Krasny, M., et al. (2012) · Ecology and Society · doi:10.5751/es-04705-170229 · Cited by 1,317

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

Sullivan, B. L., Aycrigg, J. L., Barry, J. H., Bonney, R. E., Bruns, N., Cooper, C. B., Damoulas, T., Dhondt, A. A., Dietterich, T. G., Farnsworth, A., et al. (2013) · Biological Conservation · doi:10.1016/j.biocon.2013.11.003 · Cited by 1,226

Citizen science can improve conservation science, natural resource management, and environmental protection

McKinley, D. C., Miller-Rushing, A., Ballard, H. L., Bonney, R. E., Brown, H., Cook‐Patton, S. C., Evans, D. M., French, R. A., Parrish, J. K., Phillips, T., et al. (2016) · Biological Conservation · doi:10.1016/j.biocon.2016.05.015 · Cited by 1,256

A review of citizen science and community-based environmental monitoring: issues and opportunities

Conrad, C. C., & Hilchey, K. G. (2011) · Environmental Monitoring and Assessment · doi:10.1007/s10661-010-1582-5 · Cited by 1,398

Taxonomic bias in biodiversity data and societal preferences

Troudet, J., Grandcolas, P., Blin, A., Vignes‐Lebbe, R., & Legendre, F. (2017) · Scientific Reports · doi:10.1038/s41598-017-09084-6 · Cited by 902

Distorted Views of Biodiversity: Spatial and Temporal Bias in Species Occurrence Data

Boakes, E. H., McGowan, P. J. K., Fuller, R. A., Chang-qing, D., Clark, N. E., O'Connor, K., & Mace, G. M. (2010) · PLoS Biology · doi:10.1371/journal.pbio.1000385 · Cited by 824

What Is Citizen Science? – A Scientometric Meta-Analysis

Kullenberg, C., & Kasperowski, D. (2016) · PLoS ONE · doi:10.1371/journal.pone.0147152 · Cited by 817

From Conservation to Crowdsourcing: A Typology of Citizen Science

Wiggins, A., & Crowston, K. (2011) · Hawaii International Conference on System Sciences (HICSS) · doi:10.1109/hicss.2011.207 · Cited by 718

Realising the full potential of citizen science monitoring programs

TULLOCH, A. I. T., Possingham, H. P., Joseph, L. N., Szabo, J. K., & Martin, T. G. (2013) · Biological Conservation · doi:10.1016/j.biocon.2013.05.025 · Cited by 577

Statistical solutions for error and bias in global citizen science datasets

Bird, T. J., Bates, A. E., Lefcheck, J. S., Hill, N. A., Thomson, R. J., Edgar, G. J., Stuart‐Smith, R. D., Wotherspoon, S. J., Krkošek, M., Stuart‐Smith, J., et al. (2013) · Biological Conservation · doi:10.1016/j.biocon.2013.07.037 · Cited by 614

Technology on the Move: Recent and Forthcoming Innovations for Tracking Migratory Birds

Bridge, E. S., Thorup, K., Bowlin, M. S., Chilson, P. B., Diehl, R. H., Fléron, R. W., Hartl, P., Kays, R., Kelly, J. F., Robinson, W. D., et al. (2011) · BioScience · doi:10.1525/bio.2011.61.9.7 · Cited by 550

Essential biodiversity variables for mapping and monitoring species populations

Jetz, W., McGeoch, M. A., Guralnick, R., Ferrier, S., Beck, J., Costello, M. J., Fernández, M., Geller, G. N., Keil, P., Merow, C., et al. (2019) · Nature Ecology & Evolution · doi:10.1038/s41559-019-0826-1 · Cited by 557

Dynamic changes in motivation in collaborative citizen-science projects

Rotman, D., Preece, J., Hammock, J., Procita, K., Hansen, D. L., Parr, C., Lewis, D., & Jacobs, D. (2012) · Conference on Computer Supported Cooperative Work · doi:10.1145/2145204.2145238 · Cited by 547

Data-intensive science applied to broad-scale citizen science

Hochachka, W. M., Fink, D., Hutchinson, R., Sheldon, D. R., Wong, W., & Kelling, S. (2011) · Trends in Ecology & Evolution · doi:10.1016/j.tree.2011.11.006 · Cited by 425

The global distribution of seagrass meadows

McKenzie, L., Nordlund, L. M., Jones, B. L., Cullen-Unsworth, L. C., Roelfsema, C., & Unsworth, R. K. F. (2020) · Environmental Research Letters · doi:10.1088/1748-9326/ab7d06 · Cited by 410

Situating Ecology as a Big-Data Science: Current Advances, Challenges, and Solutions

Farley, S. S., Dawson, A., Goring, S. J., & Williams, J. W. (2018) · BioScience · doi:10.1093/biosci/biy068 · Cited by 331

Crowdsourcing—Harnessing the Masses to Advance Health and Medicine, a Systematic Review

Ranard, B. L., Ha, Y. P., Meisel, Z. F., Asch, D. A., Hill, S. S., Becker, L. B., Seymour, A. K., & Merchant, R. M. (2013) · Journal of General Internal Medicine · doi:10.1007/s11606-013-2536-8 · Cited by 331

Building essential biodiversity variables ( EBV s) of species distribution and abundance at a global scale

Kissling, W. D., Ahumada, J., Bowser, A., Fernández, M., Fernández, N., García, E. A., Guralnick, R., Isaac, N. J. B., Kelling, S., Los, W., et al. (2017) · Biological reviews/Biological reviews of the Cambridge Philosophical Society · doi:10.1111/brv.12359 · Cited by 323

Birdsnap: Large-Scale Fine-Grained Visual Categorization of Birds

Berg, T., Liu, J., Lee, S. W., Alexander, M. L., Jacobs, D. W., & Belhumeur, P. N. (2014) · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · doi:10.1109/cvpr.2014.259 · Cited by 313

Citizen science and sustainability transitions

Sauermann, H., Vohland, K., Antoniou, V., Balázs, B., Göbel, C., Karatzas, K. D., Mooney, P., Perelló, J., Ponti, M., Samson, R., et al. (2020) · Research Policy · doi:10.1016/j.respol.2020.103978 · Cited by 334

Highly Pathogenic Avian Influenza Viruses at the Wild–Domestic Bird Interface in Europe: Future Directions for Research and Surveillance

Verhagen, J. H., Fouchier, R. A. M., & Lewis, N. S. (2021) · Viruses · doi:10.3390/v13020212 · Cited by 306

Integrating multiple data sources in species distribution modeling: a framework for data fusion

Pacifici, K., Reich, B. J., Miller, D. A. W., Gardner, B., Stauffer, G. E., Singh, S. P., McKerrow, A. J., & Collazo, J. A. (2016) · Ecology · doi:10.1002/ecy.1710 · Cited by 283

The recent past and promising future for data integration methods to estimate species’ distributions

Miller, D. A. W., Pacifici, K., Sanderlin, J. S., & Reich, B. J. (2019) · Methods in Ecology and Evolution · doi:10.1111/2041-210x.13110 · Cited by 283

Data validation in citizen science: a case study from Project FeederWatch

Bonter, D. N., & Cooper, C. B. (2012) · Frontiers in Ecology and the Environment · doi:10.1890/110273 · Cited by 272

Hybrid zones: windows on climate change

Taylor, S. A., Larson, E. L., & Harrison, R. G. (2015) · Trends in Ecology & Evolution · doi:10.1016/j.tree.2015.04.010 · Cited by 274

The GBIF Integrated Publishing Toolkit: Facilitating the Efficient Publishing of Biodiversity Data on the Internet

Robertson, T., Döring, M., Guralnick, R., Bloom, D., Wieczorek, J. R., Braak, K., Otegui, J., Russell, L., & Desmet, P. (2014) · PLoS ONE · doi:10.1371/journal.pone.0102623 · Cited by 267

A Framework for Articulating and Measuring Individual Learning Outcomes from Participation in Citizen Science

Phillips, T., Porticella, N., Constas, M. A., & Bonney, R. E. (2018) · Citizen Science Theory and Practice · doi:10.5334/cstp.126 · Cited by 328

Spatiotemporal Variation in Avian Migration Phenology: Citizen Science Reveals Effects of Climate Change

Hurlbert, A. H., & Liang, Z. (2012) · PLoS ONE · doi:10.1371/journal.pone.0031662 · Cited by 271

Spatiotemporal exploratory models for broad‐scale survey data

Fink, D., Hochachka, W. M., Zuckerberg, B., Winkler, D. W., Shaby, B., Munson, M. A., Hooker, G., Riedewald, M., Sheldon, D. R., & Kelling, S. (2010) · Ecological Applications · doi:10.1890/09-1340.1 · Cited by 252

eBird: Engaging Birders in Science and Conservation

Wood, C., Sullivan, B. L., Iliff, M. J., Fink, D., & Kelling, S. (2011) · PLoS Biology · doi:10.1371/journal.pbio.1001220 · Cited by 272

Generalists are the most urban‐tolerant of birds: a phylogenetically controlled analysis of ecological and life history traits using a novel continuous measure of bird responses to urbanization

Callaghan, C. T., Major, R. E., Wilshire, J. H., Martin, J. M., Kingsford, R. T., & Cornwell, W. K. (2019) · Oikos · doi:10.1111/oik.06158 · Cited by 270

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

Fink, D., Auer, T., Johnston, A., Ruiz‐Gutiérrez, V., Hochachka, W. M., & Kelling, S. (2019) · Ecological Applications · doi:10.1002/eap.2056 · Cited by 265

Citizen Science in the Age of Neogeography: Utilizing Volunteered Geographic Information for Environmental Monitoring

Connors, J., Lei, S., & Kelly, M. (2011) · Annals of the Association of American Geographers · doi:10.1080/00045608.2011.627058 · Cited by 241

Citizen Science for public health

den Broeder, L., Devilee, J. L. A., OERS, H. A. M. V., Schuit, A. J., & Wagemakers, A. (2016) · Health Promotion International · doi:10.1093/heapro/daw086 · Cited by 249

Species are not most abundant in the centre of their geographic range or climatic niche

Dallas, T., Decker, R. R., & Hastings, A. (2017) · Ecology Letters · doi:10.1111/ele.12860 · Cited by 231

Increasing phenological asynchrony between spring green-up and arrival of migratory birds

Mayor, S. J., Guralnick, R., Tingley, M. W., Otegui, J., Withey, J. C., Elmendorf, S. C., Andrew, M. E., Leyk, S., Pearse, I. S., & Schneider, D. C. (2017) · Scientific Reports · doi:10.1038/s41598-017-02045-z · Cited by 250

A Vision for Global Biodiversity Monitoring With Citizen Science

(2018) · Advances in Ecological Research · doi:10.1016/bs.aecr.2018.06.003 · Cited by 228

Angler apps as a source of recreational fisheries data: opportunities, challenges and proposed standards

Venturelli, P., Hyder, K., & Skov, C. (2016) · Fish and Fisheries · doi:10.1111/faf.12189 · Cited by 220

Emerging problems of data quality in citizen science

Lukyanenko, R., Parsons, J., & Wiersma, Y. F. (2016) · Conservation Biology · doi:10.1111/cobi.12706 · Cited by 209

Influence of volunteer and project characteristics on data quality of biological surveys

Lewandowski, E., & Specht, H. (2015) · Conservation Biology · doi:10.1111/cobi.12481 · Cited by 207

Creating a Successful Citizen Science Model to Detect and Report Invasive Species

Gallo, T., & Waitt, D. E. (2011) · BioScience · doi:10.1525/bio.2011.61.6.8 · Cited by 209

Data assimilation: making sense of Earth Observation

Lahoz, W., & Schneider, P. (2014) · Frontiers in Environmental Science · doi:10.3389/fenvs.2014.00016 · Cited by 201

Improving big citizen science data: Moving beyond haphazard sampling

Callaghan, C. T., Rowley, J. J. L., Cornwell, W. K., Poore, A. G. B., & Major, R. E. (2019) · PLoS Biology · doi:10.1371/journal.pbio.3000357 · Cited by 215

Tackling climate change with machine learning

Rolnick, D., Donti, P. L., Kaack, L. H., Kochanski, K., Lacoste, A., Sankaran, K., Ross, A. S., Milojevic-Dupont, N., Jaques, N., Waldman-Brown, A., et al. (2023) · ACM Computing Surveys · doi:10.1145/3485128 · Cited by 336

Effectiveness of protected areas in conserving tropical forest birds

Cazalis, V., Princé, K., Mihoub, J., Kelly, J., Butchart, S. H. M., & Rodrigues, A. S. L. (2020) · Nature Communications · doi:10.1038/s41467-020-18230-0 · Cited by 213

Synergistic effects of climate and land‐use change influence broad‐scale avian population declines

Northrup, J. M., Rivers, J. W., Yang, Z., & Betts, M. G. (2019) · Global Change Biology · doi:10.1111/gcb.14571 · Cited by 180

Quantifying Uncertainty in Random Forests via Confidence Intervals and Hypothesis TestsPreprint

MentchLucas, & HookerGiles (2014) · arXiv (Cornell University) · doi:10.5555/2946645.2946671 · Cited by 209

Using open access observational data for conservation action: A case study for birds

Sullivan, B., Phillips, T., Dayer, A., Wood, C., Farnsworth, A., Iliff, M., Davies, I., Wiggins, A., Fink, D., Hochachka, W., et al. (2017) · Biological Conservation · doi:10.1016/j.biocon.2016.04.031 · Cited by 184

Citizen science on a smartphone: Participants’ motivations and learning

Land‐Zandstra, A. M., Devilee, J. L. A., Snik, F., Buurmeijer, F., & van den Broek, J. M. (2015) · Public Understanding of Science · doi:10.1177/0963662515602406 · Cited by 194

Estimating species distributions from spatially biased citizen science data

Johnston, A., Moran, N. J., Musgrove, A. J., Fink, D., & Baillie, S. R. (2020) · Ecological Modelling · doi:10.1016/j.ecolmodel.2019.108927 · Cited by 194

Using opportunistic citizen science data to estimate avian population trends

Horns, J. J., Adler, F. R., & Sekercioglu, C. H. (2018) · Biological Conservation · doi:10.1016/j.biocon.2018.02.027 · Cited by 177

Global abundance estimates for 9,700 bird species

Callaghan, C. T., Nakagawa, S., & Cornwell, W. K. (2021) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2023170118 · Cited by 187

Taking a ‘Big Data’ approach to data quality in a citizen science project

Kelling, S., Fink, D., Sorte, F. A. L., Johnston, A., Bruns, N. E., & Hochachka, W. M. (2015) · AMBIO · doi:10.1007/s13280-015-0710-4 · Cited by 174

Evaluating citizen-based presence data for bird monitoring

Snäll, T., Kindvall, O., Nilsson, J., & Pärt, T. (2010) · Biological Conservation · doi:10.1016/j.biocon.2010.11.010 · Cited by 173

Understanding the Motivations and Satisfactions of Volunteers to Improve the Effectiveness of Citizen Science Programs

Wright, D. R., Underhill, L. G., Keene, M., & Knight, A. T. (2015) · Society & Natural Resources · doi:10.1080/08941920.2015.1054976 · Cited by 165

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

Kelling, S., Johnston, A., Hochachka, W. M., Iliff, M. J., Fink, D., Gerbracht, J., Lagoze, C., Sorte, F. A. L., Moore, T., Wiggins, A., et al. (2015) · PLoS ONE · doi:10.1371/journal.pone.0139600 · Cited by 163

Climate-Mediated Movement of an Avian Hybrid Zone

Taylor, S. A., White, T. A., Hochachka, W. M., Ferretti, V., Curry, R. L., & Lovette, I. J. (2014) · Current Biology · doi:10.1016/j.cub.2014.01.069 · Cited by 160

Unstructured citizen science data fail to detect long‐term population declines of common birds in Denmark

Kamp, J., Oppel, S., Heldbjerg, H., Nyegaard, T., & Donald, P. F. (2016) · Diversity and Distributions · doi:10.1111/ddi.12463 · Cited by 165

Heterogeneous urban green areas are bird diversity hotspots: insights using continental-scale citizen science data

Callaghan, C. T., Bino, G., Major, R. E., Martin, J. M., Lyons, M., & Kingsford, R. T. (2019) · Landscape Ecology · doi:10.1007/s10980-019-00851-6 · Cited by 148

The effects of local and landscape habitat attributes on bird diversity in urban greenspaces

Callaghan, C. T., Major, R. E., Lyons, M., Martin, J. M., & Kingsford, R. T. (2018) · Ecosphere · doi:10.1002/ecs2.2347 · Cited by 172

Volunteer-run cameras as distributed sensors for macrosystem mammal research

McShea, W. J., Forrester, T. D., Costello, R., He, Z., & Kays, R. (2015) · Landscape Ecology · doi:10.1007/s10980-015-0262-9 · Cited by 146

Citizen science for water quality monitoring: Data implications of citizen perspectives

Jollymore, A., Haines, M. J., Satterfield, T. A., & Johnson, M. S. (2017) · Journal of Environmental Management · doi:10.1016/j.jenvman.2017.05.083 · Cited by 146

Presence-Only Geographical Priors for Fine-Grained Image Classification

Aodha, O. M., Cole, E., & Perona, P. (2019) · 2019 IEEE/CVF International Conference on Computer Vision (ICCV) · doi:10.1109/iccv.2019.00969 · Cited by 149

A research tool for long-term and continuous analysis of fish assemblage in coral-reefs using underwater camera footage

Boom, B., He, J., Palazzo, S., Huang, P. X., Beyan, C., Chou, H., Lin, F., Spampinato, C., & Fisher, R. B. (2013) · Ecological Informatics · doi:10.1016/j.ecoinf.2013.10.006 · Cited by 144

Crowdsourcing Methods for Data Collection in Geophysics: State of the Art, Issues, and Future Directions

Zheng, F., Tao, R., Maier, H. R., See, L., Savic, D. A., Zhang, T., Chen, Q., Assumpção, T. H., Yang, P., Haratmeh, B. H., et al. (2018) · Reviews of Geophysics · doi:10.1029/2018rg000616 · Cited by 154

The Citizen Science Landscape: From Volunteers to Citizen Sensors and Beyond

Catlin-Groves, C. L. (2012) · International Journal of Zoology · doi:10.1155/2012/349630 · Cited by 141

A new visitation paradigm for protected areas

Weaver, D. B., & Lawton, L. J. (2016) · Tourism Management · doi:10.1016/j.tourman.2016.11.018 · Cited by 147

Content assessment of the primary biodiversity data published through GBIF network: Status, challenges and potentials

Gaiji, S., Chavan, V., Ariño, A. H., Otegui, J., Hobern, D., Sood, R., & Domínguez, E. R. (2013) · Biodiversity Informatics · doi:10.17161/bi.v8i2.4124 · Cited by 136

Traits shaping urban tolerance in birds differ around the world

Neate‐Clegg, M. H. C., Tonelli, B. A., Youngflesh, C., Wu, J. X., Montgomery, G. A., Şekercioğlu, Ç. H., & Tingley, M. W. (2023) · Current Biology · doi:10.1016/j.cub.2023.03.024 · Cited by 153

Occupancy models for citizen‐science data

Altwegg, R., & Nichols, J. D. (2019) · Methods in Ecology and Evolution · doi:10.1111/2041-210x.13090 · Cited by 138

Citizen Science: New Research Challenges for Human–Computer Interaction

Preece, J. (2016) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2016.1194153 · Cited by 135

Using automated recorders and occupancy models to monitor common forest birds across a large geographic region

Furnas, B. J., & Callas, R. L. (2014) · Journal of Wildlife Management · doi:10.1002/jwmg.821 · Cited by 133

Habitat Association Predicts Genetic Diversity and Population Divergence in Amazonian Birds

Harvey, M. G., Aleixo, A. L. P., RIBAS, C. C., & Brumfield, R. T. (2017) · The American Naturalist · doi:10.1086/693856 · Cited by 140

The Role of Temperature in Transmission of Zoonotic Arboviruses

Ciota, A. T., & Keyel, A. C. (2019) · Viruses · doi:10.3390/v11111013 · Cited by 142

Participatory design of DataONE—Enabling cyberinfrastructure for the biological and environmental sciences

Michener, W. K., Allard, S. L., Budden, A. E., Cook, R. B., Douglass, K., Frame, M., Kelling, S., Koskela, R. J., Tenopir, C., & Vieglais, D. (2011) · Ecological Informatics · doi:10.1016/j.ecoinf.2011.08.007 · Cited by 130

Power of the people: A review of citizen science programs for conservation

MacPhail, V. J., & Colla, S. R. (2020) · Biological Conservation · doi:10.1016/j.biocon.2020.108739 · Cited by 126

Allele Phasing Greatly Improves the Phylogenetic Utility of Ultraconserved Elements

Andermann, T., Fernandes, A. M., Olsson, U., Töpel, M., Pfeil, B. E., Oxelman, B., Aleixo, A. L. P., Faircloth, B. C., & Antonelli, A. (2018) · Systematic Biology · doi:10.1093/sysbio/syy039 · Cited by 118

Avian SDMs: current state, challenges, and opportunities

Engler, J. O., Stiels, D., Schidelko, K., Strubbe, D., Quillfeldt, P., & Brambilla, M. (2017) · Journal of Avian Biology · doi:10.1111/jav.01248 · Cited by 126

Effective ecosystem monitoring requires a multi‐scaled approach

Sparrow, B. D., Edwards, W., Munroe, S., Wardle, G. M., Guerin, G. R., Bastin, J., Morris, B., Christensen, R., Phinn, S., & Lowe, A. J. (2020) · Biological reviews/Biological reviews of the Cambridge Philosophical Society · doi:10.1111/brv.12636 · Cited by 140

Ecological drivers of song evolution in birds: Disentangling the effects of habitat and morphology

Derryberry, E. P., Seddon, N., Derryberry, G. E., Claramunt, S., Seeholzer, G. F., Brumfield, R. T., & Tobias, J. A. (2018) · Ecology and Evolution · doi:10.1002/ece3.3760 · Cited by 120

A “Sense of Place” in Public Participation in Scientific Research

Haywood, B. (2013) · Science Education · doi:10.1002/sce.21087 · Cited by 121

Integrating occurrence data and expert maps for improved species range predictions

Merow, C., Wilson, A. M., & Jetz, W. (2016) · Global Ecology and Biogeography · doi:10.1111/geb.12539 · Cited by 122

What are the prospects for citizen science in agriculture? Evidence from three continents on motivation and mobile telephone use of resource-poor farmers

Beza, E. A., Steinke, J., van Etten, J., Reidsma, P., Fadda, C., Mittra, S., Mathur, P., & Kooistra, L. (2017) · PLoS ONE · doi:10.1371/journal.pone.0175700 · Cited by 133

The representativeness and spatial bias of volunteered geographic information: a review

Zhang, G., & Zhu, A. (2018) · Annals of GIS · doi:10.1080/19475683.2018.1501607 · Cited by 131

Mobile GIS applications for environmental field surveys: A state of the art

Nowak, M. M., Dziób, K., Ludwisiak, Ł., & Chmiel, J. (2020) · Global Ecology and Conservation · doi:10.1016/j.gecco.2020.e01089 · Cited by 118

To boldly go where no volunteer has gone before: predicting volunteer activity to prioritize surveys at the landscape scale

TULLOCH, A. I. T., Mustin, K., Possingham, H. P., Szabo, J. K., & Wilson, K. A. (2012) · Diversity and Distributions · doi:10.1111/j.1472-4642.2012.00947.x · Cited by 120

Computational Sustainability: Computational methods for a sustainable environment, economy, and society

Gomes, C. P. (2009) · The Bridge · Cited by 118

Citizen science on speed? Realising the triple objective of scientific rigour, policy influence and deep citizen engagement in a large-scale citizen science project on ambient air quality in Antwerp

Brussel, S. V., & Huyse, H. (2018) · Journal of Environmental Planning and Management · doi:10.1080/09640568.2018.1428183 · Cited by 117

The Devil is in the Tails: Fine-grained Classification in the WildPreprint

Horn, G. V., & Perona, P. (2017) · arXiv (Cornell University) · doi:10.48550/arxiv.1709.01450 · Cited by 205

Circuitscape in julia: empowering dynamic approaches to connectivity assessment

Hall, K. R., Anantharaman, R., Landau, V. A., Clark, M., Dickson, B. G., Jones, A., Platt, J., Edelman, A., & Shah, V. B. (2021) · Land · doi:10.3390/land10030301 · Cited by 115

Filling the observational void: Scientific value and quantitative validation of hydrometeorological data from a community-based monitoring programme

Walker, D. W., Forsythe, N. D., Parkin, G., & Gowing, J. (2016) · Journal of Hydrology · doi:10.1016/j.jhydrol.2016.04.062 · Cited by 115

Landscape-scale benefits of protected areas for tropical biodiversity

Brodie, J. F., Mohd‐Azlan, J., Chen, C., Wearn, O. R., Deith, M. C. M., Ball, J., Slade, E. M., Burslem, D. F. R. P., Teoh, S. W., Williams, P. J., et al. (2023) · Nature · doi:10.1038/s41586-023-06410-z · Cited by 125

Crowd intelligence in AI 2.0 era

Li, W., Wu, W., Wang, H., Cheng, X., Chen, H., Zhou, Z., & Ding, R. (2017) · Frontiers of Information Technology & Electronic Engineering · doi:10.1631/fitee.1601859 · Cited by 114

Are we overestimating risk of enteric pathogen spillover from wild birds to humans?

Smith, O. M., Snyder, W. E., & Owen, J. P. (2020) · Biological reviews/Biological reviews of the Cambridge Philosophical Society · doi:10.1111/brv.12581 · Cited by 114

Observer effects and avian-call-count survey quality: Rare-species biases and overconfidence

Farmer, R. G., Leonard, M. L., & Horn, A. G. (2012) · The Auk · doi:10.1525/auk.2012.11129 · Cited by 112

Interspecific competition limits bird species’ ranges in tropical mountains

Freeman, B. G., Strimas‐Mackey, M., & Miller, E. T. (2022) · Science · doi:10.1126/science.abl7242 · Cited by 116

Education, outreach, and inclusive engagement: Towards integrated indicators of successful program outcomes in participatory science

Haywood, B., & Besley, J. C. (2013) · Public Understanding of Science · doi:10.1177/0963662513494560 · Cited by 128

Can citizen science assist digital soil mapping?

Rossiter, D. G., Liu, J., Carlisle, S., & Zhu, A. (2015) · Geoderma · doi:10.1016/j.geoderma.2015.05.006 · Cited by 111

Opportunistic citizen science data transform understanding of species distributions, phenology, and diversity gradients for global change research

Soroye, P., Ahmed, N., & Kerr, J. T. (2018) · Global Change Biology · doi:10.1111/gcb.14358 · Cited by 111

eBird: Curating Citizen Science Data for Use by Diverse Communities

Lagoze, C. (2014) · International Journal of Digital Curation · doi:10.2218/ijdc.v9i1.302 · Cited by 32

L’infrastructure de la science citoyenne : le cas eBird

Paniagua, A. (2016) · doi:10.71781/12699

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

Sullivan, B. L., Aycrigg, J. L., Barry, J. H., Bonney, R. E., Bruns, N., Cooper, C. B., Damoulas, T., Dhondt, A. A., Dietterich, T. G., Farnsworth, A., et al. (2013) · Biological Conservation · doi:10.1016/j.biocon.2013.11.003 · Cited by 1,226

eBird: una plataforma integral de ciencia ciudadana para conocer y conservar nuestra avifauna

Gorleri, F. C., & Taboas, F. G. (2017) · El Servicio de Difusión de la Creación Intelectual (National University of La Plata) · Cited by 1

eBird: Engaging Birders in Science and Conservation

Wood, C., Sullivan, B. L., Iliff, M. J., Fink, D., & Kelling, S. (2011) · PLoS Biology · doi:10.1371/journal.pbio.1001220 · Cited by 272