When you submit a checklist to eBird, you make your observations available to the global community of researchers, educators, conservationists, birders, and anyone else with an interest in birds. These data are freely available for download here. This list of publications highlights ways in which eBird data are being put to use. We would like this list of publications to be as inclusive as possible, so if you know of other publications that have made use of eBird please let us know.
Allen, K. E., W. P. Tapondjou, B. Freeman, J. C. Cooper, R. M. Brown, and A. T. Peterson (2021) “Modelling potential Pleistocene habitat corridors between Afromontane forest regions.” Biodiversity and Conservation 30(8): 2361–2375.
Aoki, D., H. Sakamoto, M. Kitazawa, A. P. Kryukov, and M. Takagi (2021) “Migration-tracking integrated phylogeography supports long-distance dispersal-driven divergence for a migratory bird species in the Japanese archipelago.” Ecology and Evolution 11(11): 6066–6079.
Arlé, E., A. Zizka, P. Keil, M. Winter, F. Essl, T. Knight, P. Weigelt, M. Jiménez-Muñoz, and C. Meyer (2021) “bRacatus: A method to estimate the accuracy and biogeographical status of georeferenced biological data.” Methods in Ecology and Evolution.
Ascensão, F. et al. (2021) “Distribution of alien tetrapods in the Iberian Peninsula.” NeoBiota 64: 1–21.
Bagaria, P., A. Thapa, L. K. Sharma, B. D. Joshi, H. Singh, C. M. Sharma, J. Sarma, M. Thakur, and K. Chandra (2021) “Distribution modelling and climate change risk assessment strategy for rare Himalayan Galliformes species using archetypal data abundant cohorts for adaptation planning.” Climate Risk Management 31: 100264.
Bemmels, J. B., A. C. Bramwell, S. A. S. Anderson, V. E. Luzuriaga-Aveiga, E. K. Mikkelsen, and J. T. Weir (2021) “Geographic contact drives increased reproductive isolation in two cryptic Empidonax flycatchers.” Molecular Ecology.
Biddle, R., I. Solis-Ponce, M. Jones, S. Marsden, M. Pilgrim, and C. Devenish (2021) “The value of local community knowledge in species distribution modelling for a threatened Neotropical parrot.” Biodiversity and Conservation 30(6): 1803–1823.
Buechley, E. R., M. Girardello, A. Santangeli, A. D. Ruffo, G. Ayalew, Y. D. Abebe, D. R. Barber, R. Buji, K. Bildstein, B. A. Mahamued, M. H. Neate-Clegg, D. Ogada, P. P. Marra, T. S. Sillett, J.-M. Thiollay, M. Wikelski, P. Yaworksy, and Ç. H. Şekercioğlu (2021) “Priority areas for vulture conservation in the Horn of Africa largely fall outside the protected area network.” Bird Conservation International: 1–18.
Callaghan, C. T., W. K. Cornwell, A. G. B. Poore, Y. Benedetti, and F. Morelli (2021) “Urban tolerance of birds changes throughout the full annual cycle.” Journal of Biogeography 48(6): 1503–1517.
Callaghan, C. T., S. Nakagawa, and W. K. Cornwell (2021) “Global abundance estimates for 9,700 bird species.” Proceedings of the National Academy of Sciences 118(21): e2023170118.
Callaghan, C. T., A. G. B. Poore, R. E. Major, W. K. Cornwell, J. H. Wilshire, and M. B. Lyons (2021) “How to build a biodiverse city: environmental determinants of bird diversity within and among 1581 cities.” Biodiversity and Conservation 30(1): 217–234.
Callaghan, C. T., F. Sayol, Y. Benedetti, F. Morelli, and D. Sol (2021) “Validation of a globally-applicable method to measure urban tolerance of birds using citizen science data.” Ecological Indicators 120: 106905.
Cohen, J. M., D. Fink, and B. Zuckerberg (2021) “Extreme winter weather disrupts bird occurrence and abundance patterns at geographic scales.” Ecography 44(8): 1143–1155.
Conlisk, E., E. Haeuser, A. Flint, R. L. Lewison, and M. K. Jennings (2021) “Pairing functional connectivity with population dynamics to prioritize corridors for Southern California spotted owls.” Diversity and Distributions 27(5): 844–856.
Contreras-Martínez, S., V. C. Rosas-Espinoza, A. L. Santiago-Pérez, J. A. Carlos-Gómez, A. N. Salas-Ruiz, and O. G. Cárdenas-Hernández (2021) “Southern distribution and evidence of migration in the Eared Quetzal (Euptilotis neoxenus) in west-central Jalisco, Mexico.” The Wilson Journal of Ornithology.
Cooper, J. C., J. D. Maddox, K. McKague, and J. M. Bates (2021) “Multiple lines of evidence indicate ongoing allopatric and parapatric diversification in an Afromontane sunbird (Cinnyris reichenowi).” The Auk 138(2): ukaa081.
Crimmins, T. M., E. Posthumus, S. Schaffer, and K. L. Prudic (2021) “COVID-19 impacts on participation in large scale biodiversity-themed community science projects in the United States.” Biological Conservation 256: 109017.
Da Silveira, N. S., M. H. Vancine, A. E. Jahn, M. A. Pizo, and T. Sobral-Souza (2021) “Future climate change will impact the size and location of breeding and wintering areas of migratory thrushes in South America.” Ornithological Applications 123(2): duab006.
Danner, R. M., C. M. Coomes, and E. P. Derryberry (2021) “Simulated heat waves reduce cognitive and motor performance of an endotherm.” Ecology and Evolution 11(5): 2261–2272.
DeLuca, W. V., T. Meehan, N. Seavy, A. Jones, J. Pitt, J. L. Deppe, and C. B. Wilsey (2021) “The Colorado River Delta and California’s Central Valley are critical regions for many migrating North American landbirds.” Ornithological Applications 123(1): duaa064.
Demezas, K. G., and W. D. Robinson (2021) “Characterizing the Influence of Domestic Cats on Birds with Wildlife Rehabilitation Center Data.” Diversity 13(7): 322.
Develey, P. F. (2021) “Bird Conservation in Brazil: Challenges and practical solutions for a key megadiverse country.” Perspectives in Ecology and Conservation 19(2): 171–178.
Diao, Y., J. Wang, F. Yang, W. Wu, J. Zhou, and R. Wu (2021) “Identifying optimized on-the-ground priority areas for species conservation in a global biodiversity hotspot.” Journal of Environmental Management 290: 112630.
Ellis-Soto, D., C. Merow, G. Amatulli, J. L. Parra, and W. Jetz (2021) “Continental-scale 1 km hummingbird diversity derived from fusing point records with lateral and elevational expert information.” Ecography 44(4): 640–652.
Elmore, J. A., C. S. Riding, K. G. Horton, T. J. O’Connell, A. Farnsworth, and S. R. Loss (2021) “Predicting bird-window collisions with weather radar.” Journal of Applied Ecology 58(8): 1593–1601.
Engler, J. O., Y. Lawrie, J. S. Cabral, L. Lens, and E. Martínez-Meyer (2021) “Niche evolution reveals disparate signatures of speciation in the ‘great speciator’ (white-eyes, Aves: Zosterops).” Journal of Biogeography 48(8): 1981–1993.
Evans, B. S., L. L. Powell, D. W. Demarest, S. M. Borchert, and R. S. Greenberg (2021) “Flock Size Predicts Niche Breadth and Focal Wintering Regions for a Rapidly Declining Boreal-Breeding Passerine, the Rusty Blackbird.” Diversity 13(2): 62.
Farooq, H., J. A. R. Azevedo, A. Soares, A. Antonelli, and S. Faurby (2021) “Mapping Africa’s Biodiversity: More of the Same Is Just Not Good Enough.” Systematic Biology 70(3): 623–633.
Feng, S., Q. Yang, A. C. Hughes, J. Chen, and H. Qiao (2021) “A novel method for multi-trajectory reconstruction based on LoMcT for avian migration in population level.” Ecological Informatics 63: 101319.
Freitag, A., H. Burkart, C. S. Fleming, and S. D. Regan (2021) “Creating a quantitative, ecosystem-service-based index of nature in the highly urbanized and arid Los Angeles County.” Environment and Planning B: Urban Analytics and City Science 23998083211003884.
de Gabriel Hernando, M., J. Fernández-Gil, I. Roa, J. Juan, F. Ortega, F. de la Calzada, and E. Revilla (2021) “Warming threatens habitat suitability and breeding occupancy of rear-edge alpine bird specialists.” Ecography 44(8): 1191–1204.
Gorleri, F. C., and J. I. Areta (2021) “Misidentifications in citizen science bias the phenological estimates of two hard-to-identify Elaenia flycatchers.” Ibis.
Greening, S. S., T. G. Rawdon, K. Mulqueen, N. P. French, and M. C. Gates (2021) “Using multiple data sources to explore disease transmission risk between commercial poultry, backyard poultry, and wild birds in New Zealand.” Preventive Veterinary Medicine 190: 105327.
Gudex-Cross, D., S. R. Keyser, B. Zuckerberg, D. Fink, L. Zhu, J. N. Pauli, and V. C. Radeloff (2021) “Winter Habitat Indices (WHIs) for the contiguous US and their relationship with winter bird diversity.” Remote Sensing of Environment 255: 112309.
Hall, M. J., J. M. Martin, A. L. Burns, and D. F. Hochuli (2021) “Ecological insights into a charismatic bird using different citizen science approaches.” Austral Ecology.
Hochachka, W. M., H. Alonso, C. Gutiérrez-Expósito, E. Miller, and A. Johnston (2021) “Regional variation in the impacts of the COVID-19 pandemic on the quantity and quality of data collected by the project eBird.” Biological Conservation 254: 108974.
Hughes, A. C., M. C. Orr, K. Ma, M. J. Costello, J. Waller, P. Provoost, Q. Yang, C. Zhu, and H. Qiao (2021) “Sampling biases shape our view of the natural world.” Ecography.
Hughes, A. C., M. C. Orr, Q. Yang, and H. Qiao (2021) “Effectively and accurately mapping global biodiversity patterns for different regions and taxa.” Global Ecology and Biogeography 30(7): 1375–1388.
Inman, R., J. Franklin, T. Esque, and K. Nussear (2021) “Comparing sample bias correction methods for species distribution modeling using virtual species.” Ecosphere 12(3): e03422.
Jambu, N., and K. G. Patel (2021) “Birds of Surat-Dangs: a consolidated checklist of 75 years (1944–2020) with special emphasis on noteworthy bird records and bird hotspots from northern Western Ghats of Gujarat, India.” Journal of Threatened Taxa 13(7): 18752–18780.
Johnston, A., W. M. Hochachka, M. E. Strimas-Mackey, V. Ruiz Gutierrez, O. J. Robinson, E. T. Miller, T. Auer, S. T. Kelling, and D. Fink (2021) “Analytical guidelines to increase the value of community science data: An example using eBird data to estimate species distributions.” Diversity and Distributions 27(7): 1265–1277.
Kahl, S., C. M. Wood, M. Eibl, and H. Klinck (2021) “BirdNET: A deep learning solution for avian diversity monitoring.” Ecological Informatics 61: 101236.
Kapitza, S., P. Van Ha, T. Kompas, N. Golding, N. C. R. Cadenhead, P. Bal, and B. A. Wintle (2021) “Assessing biophysical and socio-economic impacts of climate change on regional avian biodiversity.” Scientific Reports 11(1): 3304.
Kirk, H., G. E. Garrard, T. Croeser, A. Backstrom, K. Berthon, C. Furlong, J. Hurley, F. Thomas, A. Webb, and S. A. Bekessy (2021) “Building biodiversity into the urban fabric: A case study in applying Biodiversity Sensitive Urban Design (BSUD).” Urban Forestry & Urban Greening 62: 127176.
Laney, J. A., T. A. Hallman, J. R. Curtis, and W. D. Robinson (2021) “The influence of rare birds on observer effort and subsequent rarity discovery in the American birdwatching community.” PeerJ. Edited by D. Roberts 9: e10713.
Lin, C., X. Huang, J. Wang, T. Xi, and L. Ji (2021) “Learning niche features to improve image-based species identification.” Ecological Informatics 61: 101217.
Mayani-Parás, F., F. Botello, S. Castañeda, M. Munguía-Carrara, and V. Sánchez-Cordero (2021) “Cumulative habitat loss increases conservation threats on endemic species of terrestrial vertebrates in Mexico.” Biological Conservation 253: 108864.
Meeran, M., S. Marjuk, M. Byrose, S. Arivoli, S. Tennyson, and S. Fathima (2021) “Population flux of the house sparrow Passer domesticus Linnaeus 1758 in Chinnamanur town, Uthamapalayam taluk of Theni district, Tamil Nadu, India.” Journal of Tropical Life Science 11(2).
Michel, N. L., S. P. Saunders, T. D. Meehan, and C. B. Wilsey (2021) “Effects of stewardship on protected area effectiveness for coastal birds.” Conservation Biology.
Miller, E. F., R. E. Green, A. Balmford, P. Maisano Delser, R. Beyer, M. Somveille, M. Leonardi, W. Amos, and A. Manica (2021) “Bayesian Skyline Plots disagree with range size changes based on Species Distribution Models for Holarctic birds.” Molecular Ecology 30(16): 3993–4004.
Mittermeier, J. C., U. Roll, T. J. Matthews, R. Correia, and R. Grenyer (2021) “Birds that are more commonly encountered in the wild attract higher public interest online.” Conservation Science and Practice 3(5): e340.
Moreno-Contreras, I., E. R. Rodríguez-Ruíz, L. A. Sánchez-González, and A. G. Navarro-Sigüenza (2021) “Environmental Factors Shape the Nonbreeding Distribution of the Harlan’s Red-Tailed Hawk: A Maximum Entropy Approach.” Journal of Raptor Research 55(1): 79–92.
Mudereri, B. T., T. Chitata, A. Chemura, J. Makaure, C. Mukanga, and E. M. Abdel-Rahman (2021) “Is the protected area coverage still relevant in protecting the Southern Ground-hornbill (Bucorvus leadbeateri) biological niche in Zimbabwe? Perspectives from ecological predictions.” GIScience & Remote Sensing 58(3): 405–424.
Muñoz, P., A. García-Rodríguez, and L. Sandoval (2021) “Urbanization, habitat extension and spatial pattern, threaten a Costa Rican endemic bird.” Revista de Biología Tropical 69(1): 170–180.
Nagy, S., F. T. Breiner, M. Anand, S. H. M. Butchart, M. Florke, E. Fluet-Chouinard, A. Guisan, L. Hilarides, V. R. Jones, M. Kalyakin, B. Lehner, J. W. Pearce-Higgins, O. Voltzit (2021) “Climate change exposure of waterbird species in the African-Eurasian flyways.” Bird Conservation International: 1–26.
Neice, A. A., and S. B. McRae (2021) “Mapping habitat suitability for the Eastern Black Rail throughout its Atlantic coastal range using maximum entropy (MaxEnt).” Avian Conservation and Ecology 16(1).
Oliver, R. Y., C. Meyer, A. Ranipeta, K. Winner, and W. Jetz (2021) “Global and national trends, gaps, and opportunities in documenting and monitoring species distributions.” PLOS Biology 19(8): e3001336.
Peña-Peniche, A., C. Mota-Vargas, M. García-Arroyo, and I. MacGregor-Fors (2021) “On the North American invasion of the House Sparrow and its absence in the Yucatan Peninsula.” Avian Conservation and Ecology 16(1).
Petersen, T. K., J. D. M. Speed, V. Grøtan, and G. Austrheim (2021) “Species data for understanding biodiversity dynamics: The what, where and when of species occurrence data collection.” Ecological Solutions and Evidence 2(1): e12048.
Planillo, A., L. Fiechter, U. Sturm, S. Voigt-Heucke, and S. Kramer-Schadt (2021) “Citizen science data for urban planning: Comparing different sampling schemes for modelling urban bird distribution.” Landscape and Urban Planning 211.
Polaina, E., A. Soultan, T. Pärt, and M. R. Recio (2021) “The future of invasive terrestrial vertebrates in Europe under climate and land-use change.” Environmental Research Letters 16(4): 044004.
Powers, B. F., J. M. Winiarski, J. M. Requena-Mullor, and J. A. Heath (2021) “Intra-specific variation in migration phenology of American Kestrels (Falco sparverius) in response to spring temperatures.” Ibis.
Provost, K. L., E. A. Myers, and B. T. Smith (2021) “Community phylogeographic patterns reveal how a barrier filters and structures taxa in North American warm deserts.” Journal of Biogeography 48(6): 1267–1283.
Rew, J., Y. Cho, and E. Hwang (2021) “A Robust Prediction Model for Species Distribution Using Bagging Ensembles with Deep Neural Networks.” Remote Sensing 13(8).
Riding, C. S., T. J. O’Connell, and S. R. Loss (2021) “Multi-scale temporal variation in bird-window collisions in the central United States.” Scientific Reports 11(1): 11062.
Ritter, C. D., C. C. Ribas, J. Menger, S. H. Borges, C. D. Bacon, J. P. Metzger, J. Bates, and C. Cornelius (2021) “Landscape configuration of an Amazonian island-like ecosystem drives population structure and genetic diversity of a habitat-specialist bird.” Landscape Ecology 36(9): 2565–2582.
Robinson, O. J., V. Ruiz-Gutierrez, R. J. Meese, E. E. Graves, M. Holyoak, C. R. Wilson, A. C. Wyckoff, B. D. Merriell, C. Snyder, and E. G. Cooch (2021) “Multi-scale demographic analysis reveals range contraction via pseudo-source and sink population structure.” Ecosphere 12(5): e03521.
Robinson, W. D., T. A. Hallman, and R. A. Hutchinson (2021) “Benchmark Bird Surveys Help Quantify Counting Accuracy in a Citizen-Science Database.” Frontiers in Ecology and Evolution 9: 50.
Rodríguez-Gómez, F., Y. Licona-Vera, L. Silva-Cárdenas, and J. F. Ornelas (2021) “Phylogeography, morphology and ecological niche modelling to explore the evolutionary history of Azure-crowned Hummingbird (Amazilia cyanocephala, Trochilidae) in Mesoamerica.” Journal of Ornithology 162(2): 529–547.
Ruiz-Gutierrez, V., E. R. Bjerre, M. C. Otto, G. S. Zimmerman, B. A. Millsap, D. Fink, E. F. Stuber, M. Strimas-Mackey, and O. J. Robinson (2021) “A pathway for citizen science data to inform policy: A case study using eBird data for defining low-risk collision areas for wind energy development.” Journal of Applied Ecology 58(6): 1104–1111.
Sales, L. P., W. D. Kissling, M. Galetti, B. Naimi, and M. M. Pires (2021) “Climate change reshapes the eco-evolutionary dynamics of a Neotropical seed dispersal system.” Global Ecology and Biogeography 30(5): 1129–1138.
Sánchez-Clavijo, L. M., S. J. Martínez-Callejas, O. Acevedo-Charry, A. Diaz-Pulido, B. Gómez-Valencia, N. Ocampo-Peñuela, D. Ocampo, M. H. Olaya-Rodríguez, J. C. Rey-Velasco, C. Soto-Vargas, and J. M. Ochoa-Quintero (2021) “Differential reporting of biodiversity in two citizen science platforms during COVID-19 lockdown in Colombia.” Biological Conservation 256: 109077.
Sanderfoot, O. V., and B. Gardner (2021) “Wildfire smoke affects detection of birds in Washington State.” Ornithological Applications 123(3): duab028.
Schnase, J. L., M. L. Carroll, R. L. Gill, G. S. Tamkin, J. Li, S. L. Strong, T. P. Maxwell, M. E. Aronne, and C. S. Spradlin (2021) “Toward a Monte Carlo approach to selecting climate variables in MaxEnt.” PLOS ONE 16(3): e0237208.
Schuetz, J. G., and A. Johnston (2021) “Tracking the cultural niches of North American birds through time.” People and Nature 3(1): 251–260.
Scridel, D., M. Brambilla, D. R. de Zwaan, N. Froese, S. Wilson, P. Pedrini, and K. Martin (2021) “A genus at risk: Predicted current and future distribution of all three Lagopus species reveal sensitivity to climate change and efficacy of protected areas.” Diversity and Distributions 27(9): 1759–1774.
Singh, M., J. Badcock-Scruton, and C. M. Collins (2021) “What Will Remain? Predicting the Representation in Protected Areas of Suitable Habitat for Endangered Tropical Avifauna in Borneo under a Combined Climate- and Land-Use Change Scenario.” Sustainability 13(5).
Sinnott, E. A., M. Papeş, and T. J. O’Connell (2021) “Variable precipitation leads to dynamic range limits of forest songbirds at a forest-grassland ecotone.” Ecology and Evolution 11(16): 11123–11133.
Smith, A. M., Jr. Cropper Wendell P., and M. P. Moulton (2021) “A quantitative assessment of site-level factors in influencing Chukar (Alectoris chukar) introduction outcomes.” PeerJ. Edited by S. Pimm 9: e11280.
Soifer, L. G., S. K. Donovan, E. T. Brentjens, and A. R. Bratt (2021) “Piecing together cities to support bird diversity: Development and forest edge density affect bird richness in urban environments.” Landscape and Urban Planning 213: 104122.
Somveille, M., R. A. Bay, T. B. Smith, P. P. Marra, and K. C. Ruegg (2021) “A general theory of avian migratory connectivity.” Ecology Letters 24(9): 1848–1858.
Squires, T. M., P. Yuda, P. G. Akbar, N. J. Collar, C. Devenish, I. Taufiqurrahman, W. K. Wibowo, N. L. Winarni, A. Yanuar, and S. J. Marsden (2021) “Citizen science rapidly delivers extensive distribution data for birds in a key tropical biodiversity area.” Global Ecology and Conservation 28: e01680.
Steen, V. A., M. W. Tingley, P. W. C. Paton, and C. S. Elphick (2021) “Spatial thinning and class balancing: Key choices lead to variation in the performance of species distribution models with citizen science data.” Methods in Ecology and Evolution 12(2): 216–226.
Stiels, D., H.-V. Bastian, A. Bastian, K. Schidelko, and J. O. Engler (2021) “An iconic messenger of climate change? Predicting the range dynamics of the European Bee-eater (Merops apiaster).” Journal of Ornithology 162(3): 631–644.
Sultana, M., and I. Storch (2021) “Suitability of open digital species records for assessing biodiversity patterns in cities: a case study using avian records.” Journal of Urban Ecology 7(1): juab014.
Sutton, L. J., D. L. Anderson, M. Franco, C. J. W. McClure, E. B. P. Miranda, F. H. Vargas, J. de J. Vargas González, and R. Puschendorf (2021) “Geographic range estimates and environmental requirements for the harpy eagle derived from spatial models of current and past distribution.” Ecology and Evolution 11(1): 481–497.
Swanson, D. L., and R. Goljani Amirkhiz (2021) “Mid-summer arrival by Blue Grosbeaks at the northern extent of their breeding range: evidence for dual breeding?.” Journal of Field Ornithology 92(2): 127–142.
Tang, B., J. S. Clark, and A. E. Gelfand (2021) “Modeling spatially biased citizen science effort through the eBird database.” Environmental and Ecological Statistics 28(3): 609–630.
de la Torre Cerro, R., and P. Holloway (2021) “A review of the methods for studying biotic interactions in phenological analyses.” Methods in Ecology and Evolution 12(2): 227–244.
Tubelis, D. P., and M. Wachlevski (2021) “Citizen science for the knowledge of tropical birds: the diet of the Maguari Stork (Ciconia maguari) in the Pampa ecoregion of southern Brazil.” North-Western Journal of Zoology 17(1): 106–110.
Turbek, S. P., M. Browne, A. S. Di Giacomo, C. Kopuchian, W. M. Hochachka, C. Estalles, D. A. Lijtmaer, P. L. Tubaro, L. F. Silveira, I. J. Lovette, R. J. Safran, S. A. Taylor, and L. Campagna (2021) “Rapid speciation via the evolution of pre-mating isolation in the Iberá Seedeater.” Science 371(6536): eabc0256.
Turner, R. L. (2021) “Biodiversity of the Indian River Lagoon System: a cautionary tale from the birds.” Florida Scientist 84: 214–225.
Vásquez-Aguilar, A. A., J. F. Ornelas, F. Rodríguez-Gómez, and M. Cristina MacSwiney G. (2021) “Modeling Future Potential Distribution of Buff-Bellied Hummingbird (Amazilia yucatanensis) Under Climate Change: Species vs. Subspecies.” Tropical Conservation Science 25: 19400829211030830.
Whitfield, S. M., J. M. Patterson, A. Pernas, M. Davis, J. J. Lorenz, and F. N. Ridgley (2021) “Satellite telemetry reveals habitat selection and movement patterns of an American Flamingo in Florida Bay.” Florida Field Naturalist 49(2): 58–81.
Williamson, J. L., and C. C. Witt (2021) “Elevational niche-shift migration: Why the degree of elevational change matters for the ecology, evolution, and physiology of migratory birds.” Ornithology 138(2): ukaa087.
Winter, R. E., and W. M. Shields (2021) “Effects of Weather On Foraging Success and Hunting Frequency In Winter-Irruptive Snowy Owls (Bubo scandiacus) In Upstate New York.” Journal of Raptor Research.
Xing, L., and Y. Wang (2021) “A practical wind farm siting framework integrating ecosystem services — A case study of coastal China.” Environmental Impact Assessment Review 90: 106636.
Yang, Z., J. Li, Y. Han, C. J. Hassell, K.-S. K. Leung, D. S. Melville, Y. Yu, L. Zhang, and C.-Y. Choi (2021) “Coastal wetlands in Lianyungang, Jiangsu Province, China: probably the most important site globally for the Asian Dowitcher (Limnodromus semipalmatus).” Avian Research 12(1): 38.
Youngflesh, C., J. Socolar, B. R. Amaral, A. Arab, R. P. Guralnick, A. H. Hurlbert, R. LaFrance, S. J. Mayor, D. A. W. Miller, and M. W. Tingley (2021) “Migratory strategy drives species-level variation in bird sensitivity to vegetation green-up.” Nature Ecology & Evolution 5(7): 987–994.
Zeller, K. A., S. A. Cushman, N. J. Van Lanen, J. D. Boone, and E. Ammon (2021) “Targeting conifer removal to create an even playing field for birds in the Great Basin.” Biological Conservation 257: 109130.
Zimova, M., D. E. Willard, B. M. Winger, and B. C. Weeks (2021) “Widespread shifts in bird migration phenology are decoupled from parallel shifts in morphology.” Journal of Animal Ecology.
Akresh, M. E., R. A. Askins, D. J. King, F. E. Hayes, P. E. Barry, and W. K. Hayes (2020) “Resilience in the aftermath of hurricanes: Fluctuations in a Critically Endangered population of West Indian Woodpeckers Melanerpes superciliaris nyeanus over two decades.” Bird Conservation International 1–21.
Alaniz, A. J., M. A. Carvajal, P. M. Vergara, A. Fierro, D. Moreira-Arce, A. Rojas-Osorio, G. E. Soto, and A. D. Rodewald (2020) “Trophic behavior of specialist predators from a macroecological approach: The case of the Magellanic Woodpecker in south American temperate forests.” Global Ecology and Conservation 24: e01285.
Armitage, A. R., C. A. Weaver, A. A. Whitt, and S. C. Pennings (2020) “Effects of mangrove encroachment on tidal wetland plant, nekton, and bird communities in the Western Gulf of Mexico.” Estuarine, Coastal and Shelf Science 106767.
Atauchi, P. J., C. Aucca-Chutas, G. Ferro, and D. A. Prieto-Torres (2020) “Present and future potential distribution of the endangered Anairetes alpinus (Passeriformes: Tyrannidae) under global climate change scenarios.” Journal of Ornithology 161(3): 723–738.
Bagwyn, R., K. Bao, Z. Burivalova, and D. S. Wilcove (2020) “Using citizen-science data to identify declining or recently extinct populations of Bahamian birds.” Journal of Caribbean Ornithology 33: 104–110.
Besterman, A. F., S. M. Karpanty, and M. L. Pace (2020) “Impact of exotic macroalga on shorebirds varies with foraging specialization and spatial scale.” PLOS ONE 15(4): e0231337.
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Baumann, M. J., E. J. Beckman, E. Bautista and C. C. Witt (2015). “Long-distance dispersal of a sedentary Andean flycatcher species with a small geographic range, <em>Ochthoeca piurae</em> (Aves: Tyrannidae).” Check List 11(6): 1795.
Callaghan, C. T. and D. E. Gawlik (2015). “Efficacy of eBird data as an aid in conservation planning and monitoring.” Journal of Field Ornithology: n/a-n/a.
Conkling, T. J., J. A. Martin, J. L. Belant and T. L. DeVault (2015). “Spatiotemporal Dynamics in Identification of Aircraft–Bird Strikes.” Transportation Research Record: Journal of the Transportation Research Board 2471: 19-25.
Cooper, K. and E. N. Vanderhoff (2015). “Survey of Brown Pelicans (Pelecanus occidentalis) in Jacksonville, Florida.” Florida Field Naturalist 43(2): 69-78.
Dove, C. J. and C. P. J. Coddington (2015). “Forensic Techniques Identify the First Record of Snowy Owl (Bubo scandiacus) Feeding on a Razorbill (Alca torda).” The Wilson Journal of Ornithology 127(3): 503-506.
Farnsworth, A., F. A. La Sorte and M. Iliff (2015). “Warmer summers and drier winters correlate with more winter vagrant Purple Gallinules (Porphyrio martinicus) in the North Atlantic region.” The Wilson Journal of Ornithology 127(4): 582-592.
Freeman, B. G. and N. A. Mason (2015). “The Geographic Distribution of a Tropical Montane Bird Is Limited by a Tree: Acorn Woodpeckers (Melanerpes formicivorus) and Colombian Oaks (Quercus humboldtii) in the Northern Andes.” PLoS One 10(6): e0128675.
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Johnston, A., D. Fink, M. D. Reynolds, W. M. Hochachka, B. L. Sullivan, N. Bruns, E., E. Hallstein, M. S. Merrifield, S. Matsumoto and S. Kelling (2015). “Abundance models improve spatial and temporal prioritization of conservation resources.” Ecological Applications 25(7): 1749-1756.
Kelling, S., D. Fink, F. A. La Sorte, A. Johnston, N. E. Bruns and W. M. Hochachka (2015). “Taking a ‘Big Data’ approach to data quality in a citizen science project.” Ambio 44 Suppl 4: 601-611.
Kelling, S., A. Johnston, W. M. Hochachka, M. Iliff, D. Fink, J. Gerbracht, C. Lagoze, F. A. La Sorte, T. Moore, A. Wiggins, W. K. Wong, C. Wood and J. Yu (2015). “Can Observation Skills of Citizen Scientists Be Estimated Using Species Accumulation Curves?” PLoS One 10(10): e0139600.
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La Sorte, F. A., W. M. Hochachka, A. Farnsworth, D. Sheldon, B. M. Van Doren, D. Fink and S. Kelling (2015). “Seasonal changes in the altitudinal distribution of nocturnally migrating birds during autumn migration.” Royal Society Open Science 2(12): 150347.
Lewandowski, E. and H. Specht (2015). “Influence of volunteer and project characteristics on data quality of biological surveys.” Conservation Biology: n/a-n/a.
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Manthey, J. D., L. P. Campbell, E. E. Saupe, J. Soberón, C. M. Hensz, C. E. Myers, H. L. Owens, K. Ingenloff, A. T. Peterson, N. Barve, A. Lira-Noriega and V. Barve (2015). “A test of niche centrality as a determinant of population trends and conservation status in threatened and endangered North American birds.” Endangered Species Research 26(3): 201-208.
McCreedy, C. and C. van Riper (2015). “Drought-caused delay in nesting of Sonoran Desert birds and its facilitation of parasite- and predator-mediated variation in reproductive success.” The Auk 132(1): 235-247.
McQuillan, M. A. and A. M. Rice (2015). “Differential effects of climate and species interactions on range limits at a hybrid zone: potential direct and indirect impacts of climate change.” Ecology and Evolution: n/a-n/a.
Ralston, J., D. A. Ermacor and J. J. Kirchman (2015). “A new wood warbler hybrid (Oreothypis celelta x O. ruficapilla) from the Adirondack Mountains, New York.” The Wilson Journal of Ornithology 127(1): 21-28.
Robbins, M. B. (2015). “Intra-Summer Movement and Probable Dual Breeding of the Eastern Marsh Wren (Cistothorus p. palustris); aCistothorusAncestral Trait?” The Wilson Journal of Ornithology 127(3): 494-498.
Skevington, J. H., J. Pawlicki, S. Kelso, K. C. Kerr and M. Jacklin (2015). “Subspecific Identification of the Great Lakes’ First Brown Booby (Sula leucogaster) Using DNA.” The Canadian Field-Naturalist 129: 53-59.
Sorte, F. A. L., D. Fink, W. M. Hochachka, J. L. Aycrigg, K. V. Rosenberg, A. D. Rodewald, N. E. Bruns, A. Farnsworth, B. L. Sullivan, C. Wood and S. Kelling (2015). “Documenting stewardship responsibilities across the annual cycle for birds on U.S. public lands.” Ecological Applications 25(1): 39-51.
Sturner, K. and K. Lucci (2015). “The Difference That Data Make: Examining Bird Migration Data to Build Scientific Skills.” The American Biology Teacher 77(1): 56-61.
Supp, S. R., F. A. L. Sorte, T. A. Cormier, M. C. W. Lim, D. R. Powers, S. M. Wethington, S. Goetz and C. H. Graham (2015). “Citizen-science data provides new insight into annual and seasonal variation in migration patterns.” Ecosphere 6(1): art15.
Taylor, S. A., E. L. Larson and R. G. Harrison (2015). “Hybrid zones: windows on climate change.” Trends Ecol Evol.
van der Hoek, Y. (2015). “Tropical botanical gardens play an under-emphasized role in animal conservation.” Natureza & Conservação.
Vukovich, M., K. L. Turner, T. E. Grazia, T. Mims, J. C. Beasley and J. C. Kilgo (2015). “Wintering Golden Eagles on the coastal plain of South Carolina.” Journal of Field Ornithology 86(4): 337-344.
La Sorte, F. A., D. Fink, W. M. Hochachka, A. Farnsworth, A. D. Rodewald, K. V. Rosenberg, B. L. Sullivan, D. W. Winkler, C. Wood, S. Kelling and W. Daniel Kissling (2014). “The role of atmospheric conditions in the seasonal dynamics of North American migration flyways.” Journal of Biogeography: n/a-n/a.
La Sorte, F. A., M. W. Tingley and A. H. Hurlbert (2014). “The role of urban and agricultural areas during avian migration: an assessment of within-year temporal turnover.” Global Ecology and Biogeography: n/a-n/a.
Lagoze, C. (2014). “eBird: Curating Citizen Science Data for Use by Diverse Communities.” International Journal of Digital Curation 9(1).
Lees, A. C., R. W. Martin and A. Amar (2014). “Exposing hidden endemism in a Neotropical forest raptor using citizen science.” Ibis: n/a-n/a.
Sohl, T. L. (2014). “The relative impacts of climate and land-use change on conterminous United States bird species from 2001 to 2075.” PLoS One 9(11): e112251.
Sullivan, B. L., J. L. Aycrigg, J. H. Barry, R. E. Bonney, N. Bruns, C. B. Cooper, T. Damoulas, A. A. Dhondt, T. Dietterich, A. Farnsworth, D. Fink, J. W. Fitzpatrick, T. Fredericks, J. Gerbracht, C. Gomes, W. M. Hochachka, M. J. Iliff, C. Lagoze, F. A. La Sorte, M. Merrifield, W. Morris, T. B. Phillips, M. Reynolds, A. D. Rodewald, K. V. Rosenberg, N. M. Trautmann, A. Wiggins, D. W. Winkler, W.-K. Wong, C. L. Wood, J. Yu and S. Kelling (2014). “The eBird enterprise: An integrated approach to development and application of citizen science.” Biological Conservation 169: 31-40.
Taylor, Scott A., Thomas A. White, Wesley M. Hochachka, V. Ferretti, Robert L. Curry and I. Lovette (2014). “Climate-Mediated Movement of an Avian Hybrid Zone.” Current Biology 24(6): 671-676.
Thorington, K. K. and K. B. Brand (2014). “Breeding Bird Community of a Suburban Habitat Island: Historic Bethabara Park, Winston-Salem, NC.” Southeastern Naturalist 13(4): 770-801.
Van Doren, B. M., D. Sheldon, J. Geevarghese, W. M. Hochachka and A. Farnsworth (2014). “Autumn morning flights of migrant songbirds in the northeastern United States are linked to nocturnal migration and winds aloft.” The Auk 132(1): 105-118.
Beedy, E. C. and E. R. Pandolfino (2013). “Birds of the Sierra Nevada: Their natural history, status, and distribution.” Univ. California Press, Berkeley, CA.
Carmona, R., N. Arce, V. Ayala-Perez, A. Hernández, J. B. Buchanan, L. J. Salzer, P. S. Tomkovich, J. A. Johnson, R. E. Gill, B. J. McCaffrey, J. E. Lyons, L. J. Niles and D. Newstead (2013). “Red Knot Calidris canutus roselaari migration connectivity, abundance and non-breeding distribution along the Pacific coast of the Americas.” Wader Study Group Bulletin 120(3): 168-180.
Courter, J. R., R. J. Johnson, C. M. Stuyck, B. A. Lang and E. W. Kaiser (2013). “Weekend bias in Citizen Science data reporting: implications for phenology studies.” Int J Biometeorol 57(5): 715-720.
Fink, D., T. Damoulas and J. Dave (2013). Adaptive Spatio-Temporal Exploratory Models: Hemisphere-wide species distributions from massively crowdsourced eBird data. AAAI.
Hosner, P. A., N. C. Boggess, P. Alviola, L. A. Sanchez-gonzalez, C. H. Oliveros Rolly Urriza and R. G. Moyle (2013). “Phylogeography of the Robsonius Ground-Warblers (Passeriformes: Locustellidae) Reveals an Undescribed Species from Northeastern Luzon, Philippines.” The Condor 115(3): 630-639.
Kelling, S., C. Lagoze, W.-K. Wong, J. Yu, T. Damoulas, J. Gerbracht, D. Fink and C. Gomes (2013). “eBird: A Human / Computer Learning Network to Improve Biodiversity Conservation and Research.” AI Magazine 34(1): 10-20.
La Sorte, F. A., D. Fink, W. M. Hochachka, J. P. DeLong and S. Kelling (2013). “Population-level scaling of avian migration speed with body size and migration distance for powered fliers.” Ecology 94(8): 1839-1847.
Laughlin, A. J., C. M. Taylor, D. W. Bradley, D. LeClair, R. G. Clark, R. D. Dawson, P. O. Dunn, A. Horn, M. Leonard, D. R. Sheldon, D. Shutler, L. A. Whittingham, D. W. Winkler and D. R. Norris (2013). “Integrating information from geolocators, weather radar, and citizen science to uncover a key stopover area of an aerial insectivore.” The Auk 130(2): 230-239.
Miller, E. T., A. E. Zanne and R. E. Ricklefs (2013). “Niche conservatism constrains Australian honeyeater assemblages in stressful environments.” Ecol Lett 16(9): 1186-1194.
Monroy-Ojeda, A. and S. Isern (2013). “Noteworthy bird records in the Sontecomapan, Veracruz, Mexico.” Acta Zoológica Mexicana (ns) 29(3): 666-676.
Pocewicz, A., W. A. Estes-Zumpf, M. D. Andersen, H. E. Copeland, D. A. Keinath and H. R. Griscom (2013). “Modeling the distribution of migratory bird stopovers to inform landscape-scale siting of wind development.” PLoS One 8(10): e75363.
Rosner, H. (2013). “Data on Wings.” Scientific American 308(2): 68-73.
Hochachka, W. and D. Fink (2012). “Broad-scale citizen science data from checklists: prospects and challenges for macroecology.” Frontiers of Biogeography 4(4).
Hochachka, W. M., D. Fink, R. A. Hutchinson, D. Sheldon, W. K. Wong and S. Kelling (2012). “Data-intensive science applied to broad-scale citizen science.” Trends Ecol Evol 27(2): 130-137.
Hurlbert, A. H. and Z. Liang (2012). “Spatiotemporal variation in avian migration phenology: citizen science reveals effects of climate change.” PLoS One 7(2): e31662.
Hussell, D. J., J. A. Hussell and E. H. Dunn (2012). “New avian breeding records for Iqaluit, Nunavut.” The Canadian Field-Naturalist 126(1): 59-60.
Scofield, R. P., D. Christie, P. M. Sagar and B. Sullivan (2012). “eBird and avifaunal monitoring by the Ornithological Society of New Zealand.” New Zealand Journal of Ecology 36(3): 0-0.
Fink, D., W. M. Hochack, B. Zuckerberg and S. T. Kelling (2011). “Modeling species distribution dynamics with SpatioTemoral Exploratory Models: Discovering patterns and processes of broad-scale avian migrations.” Procedia Environmental Sciences 7: 50-55.
Gibbons, R. E., J. Barrio, G. A. Bravo and L. Alza (2011). “Assessing the geographic range of Black-fronted Ground-Tyrants (Muscisaxicola frontalis) using extralimital and winter range occurrence records and ecological niche modeling.” Journal of Field Ornithology 82(4): 355-365.
Wiggins, A. (2011). eBirding: technology adoption and the transformation of leisure into science. Proceedings of the 2011 iConference, ACM.
Wiggins, A. and K. Crowston (2011). From conservation to crowdsourcing: A typology of citizen science. System Sciences (HICSS), 2011 44th Hawaii International Conference on, IEEE.
Wood, C., B. Sullivan, M. Iliff, D. Fink and S. Kelling (2011). “eBird: engaging birders in science and conservation.” PLoS Biol 9(12): e1001220.
Choudhury, A. (2010). “Recent ornithological records from Tripura, north-eastern India, with an annotated checklist.” Indian BIRDS 6(3): 66-74.
Cooper, C. B. and J. A. Smith (2010). “Gender Patterns in Bird-related Recreation in the USA and UK.” Ecology and Society 15(4).
Fink, D., W. M. Hochachka, B. Zuckerberg, D. W. Winkler, B. Shaby, M. A. Munson, G. Hooker, M. Riedewald, D. Sheldon and S. Kelling (2010). “Spatiotemporal exploratory models for broad-scale survey data.” Ecological Applications 20(8): 2131-2147.
Marris, E. (2010). “Birds flock online.” Nature.
McCormack, J. E., A. J. Zellmer and L. L. Knowles (2010). “Does niche divergence accompany allopatric divergence in Aphelocoma jays as predicted under ecological speciation?: insights from tests with niche models.” Evolution 64(5): 1231-1244.
Munson, M. A., R. Caruana, D. Fink, W. M. Hochachka, M. Iliff, K. V. Rosenberg, D. Sheldon, B. L. Sullivan, C. Wood and S. Kelling (2010). “A method for measuring the relative information content of data from different monitoring protocols.” Methods in Ecology and Evolution: no-no.
R., B. o. M. n., V. Sánchez-Cordero, M. A. G. Hidalgo, J. A. I. Hernández, G. E. Magana-Cota and F. J. B. Lopez (2010). “First record of the Crested Guan (Penelope purpurascens) in the state of Guanajuato, Mexico.” Acta Zoológica Mexicana 26(1): 237-341.
Yu, J., W.-K. Wong and R. A. Hutchinson (2010). Modeling experts and novices in citizen science data for species distribution modeling. Data Mining (ICDM), 2010 IEEE 10th International Conference on, IEEE.
Bonney, R., C. B. Cooper, J. Dickinson, S. Kelling, T. Phillips, K. V. Rosenberg and J. Shirk (2009). “Citizen Science: A Developing Tool for Expanding Science Knowledge and Scientific Literacy.” BioScience 59(11): 977-984.
Kelling, S., W. M. Hochachka, D. Fink, M. Riedewald, R. Caruana, G. Ballard and G. Hooker (2009). “Data-intensive Science: A New Paradigm for Biodiversity Studies.” BioScience 59(7): 613-620.
Kelling, S., A. Munson, M. Riedewald, D. Fink, W. Hochachka, M. Iliff, B. Sullivan and C. Wood (2009). “Obtaining New Insights for Biodiversity Conservation from Broad-Scale Citizen Science Data.” Nature Precedings.
Sullivan, B. L., C. L. Wood, M. J. Iliff, R. E. Bonney, D. Fink and S. Kelling (2009).
Sorokina, D., R. Caruana, M. Riedewald and D. Fink (2008). Detecting statistical interactions with additive groves of trees. Proceedings of the 25th international conference on Machine learning, ACM.
Elmohamed, M., D. Kozen and D. R. Sheldon (2007). Collective inference on Markov models for modeling bird migration. Advances in Neural Information Processing Systems.
Thompson, S., and R. Bonney. 2007. Evaluating the Impacts of Participation in an Online Citizen Science Project: A Mixed-methods Approach. In Museums and the Web 2007: Selected Papers from an International Conference. J. Trant and D. Bearman, eds. Toronto: Archives & Museum Informatics 2007: 187-199.
Caruana, R., M. Elhawary, A. Munson, M. Riedewald, D. Sorokina, D. Fink, W. M. Hochachka and S. Kelling (2006). Mining citizen science data to predict orevalence of wild bird species. Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining, ACM.
Bart, J. (2005). “Monitoring the abundance of bird populations.” The Auk 122(1): 15-25.
Levin, G. A. and M. H. Cragin (2003). “The Role of Information Science in Gathering Biodiversity and Neuroscience Data.” Bulletin of the American Society for Information Science and Technology 30(1): 18-21.
Brinkley, E.S. 2008. The Changing Season: Cold enough for you? North American Birds 62(2): 204-210.
Brinkley, E.S. 2009. The Changing Season: Never a dull moment. North American Birds 63(2): 206-219.
Brinkley, E.S. 2009. The Changing Season: Cornucopia. North American Birds 63(1): 16-32.
Brinkley, E.S. 2010. The Changing Season: Provenance. North American Birds 64(1): 20-31.
Cruickshank, I., and R. Melcer Jr. 2010. Observation of a Red-shouldered Hawk on Vancouver Island, British Columbia, during fall migration. British Columbia Birds 20.
Fitzpatrick, J.W., F. Gill, M. Powers, J.V. Wells, and K.V. Rosenberg. 2002. Introducing eBird: The Union of Passion and Purpose. North American Birds 56:2 11-12.
Green, P, C. Wood, and B.L. Sullivan. 2005. Results Flood in to the Great Backyard Bird Count. BirdScope 19:2 8-9.
Iliff, M.J., B.L. Sullivan, and C.L. Wood. 2008. News from eBird – Reintroducing eBird. Birding 40(4):12.
Iliff, M.J., B.L. Sullivan, and C.L. Wood. 2008. News from eBird – Recording subspecies and more in eBird! Birding 40(5):13.
Iliff, M.J., B.L. Sullivan, and C.L. Wood. 2008. News from eBird – Make your daily ABA checklists more meaningful! Birding 40(6):12.
Iliff, M.J., B.L. Sullivan, and C.L. Wood. 2009. News from eBird – eBird Data Use. Birding 41(1):13.
Iliff, M.J., B.L. Sullivan, and C.L. Wood. 2009. News from eBird – eBird Checklist Sharing. Birding 41(2):12
Iliff, M.J., B.L. Sullivan, and C.L. Wood. 2009. News from eBird – eBird maps. Birding 41(3):12
Iliff, M.J., B.L. Sullivan, and C.L. Wood. 2009. News from eBird – How bar charts make you a better birder. Birding 41(4):12-13.
Lester, M. 2010. The influence of lunar phase and predation on the vocalization behavior of Eastern Whip-poor-wills. Undergraduate thesis, University of Vermont.
Leukering, T., and B. Gibbons. 2005. The Changing Seasons: Early and late. North American Birds 59:3 386-394.
McLaren, I.A., and J.D. McLaren. 2009. An analysis of unusual flights of neotropical migrants to northeastern North America in April 2009. North American Birds 63:3 364-368.
Morello, L. 2010. Will satellites and super computers improve bird watching? Scientific American, 3 August 2010. ( http://www.scientificamerican.com/article.cfm?id=satellites-and-supercomputing-improve-bird-watching).
Sullivan, B.L. and C.L. Wood. 2005. The Changing Seasons: A Plea for the Common Birds. North American Birds 58: 18-30.
Sullivan, B.L. 2007. Another Passenger Pigeon? – How will Mourning Doves fare with Eurasian Collared-Doves? WildBird. November/December 2007: 14-17.
Sullivan, B.L. 2006. More than memories: From your backyard to places across North America, eBird keeps track of sightings. BirdScope 20:1 20.
Sullivan, B.L. 2008. eBird and the Evolution of a Birder. Birding 40:1 48-52.
Sullivan, B.L. 2009. Window into change–Fall migration reveals differences in bird distribution and abundance. WildBird 23:6 10-12.
Sullivan, B.L. 2011. The Road Less Traveled: Look for birds in unfamiliar and unlikely places to discover surprises. WildBird 25:2 16-19.
Young, M.A. 2010. Type 5 Red Crossbills (Loxia curvirostra) in New York: first confirmation east of the Rocky Mountains. North American Birds 64:2 343-346.
In addition, eBird data has been used quarterly since at least 2007 by up to 33 different North American Birds regional editors in the compilation of those articles summarizing regional bird occurrence across North America as well as dozens of other journals at the county, state, provincial, and country level globally. These are not cited specifically.