Araştırma Makalesi

The Reliability of Citizen Science Data: Testing A Data Set from eBird Türkiye with Benford’s Law

Cilt: 21 Sayı: 4 29 Aralık 2025
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The Reliability of Citizen Science Data: Testing A Data Set from eBird Türkiye with Benford’s Law

Öz

Citizen science is a rapidly evolving and increasingly popular field of scientific inquiry in which data are collected by volunteers (citizens). Applications of citizen science represent a growing data resource used by researchers, nature conservationists, and public institutions. Although citizen science data can make substantial contributions within the scope of Conservation Biology—particularly to the protection and management of biological diversity, ecosystems, and natural resources—concerns regarding data quality persist, despite the expanding potential of citizen science. Ensuring that data collected through citizen science efforts are accurate and reliable is crucial for conducting valid assessments in Conservation Biology and for enabling more effective conservation practices.In this study, we sought to test the accuracy of bird observation data gathered via the citizen science platform eBird Türkiye (http://www.ebird.org)—which contains observation counts for 533 bird species recorded in Türkiye—by applying Benford’s Law. Benford’s Law is a mathematical approach developed to analyze the distribution of numbers in data sets that may not have a strictly “natural” origin. Additionally, a Chi-Square Goodness-of-Fit Test was conducted to detect differences between the observed (actual) values and the expected (Benford’s Law) values. The results indicate that the tested data from the eBird Türkiye platform conform to Benford’s Law.

Anahtar Kelimeler

Teşekkür

We would like to thank the TÜBİTAK-2229 Scientific Education Activities Support Program, the Analytical Nature-Clustering and Ordination Techniques Project, and the TÜBİTAK 2237-A - Scientific Education Activities Support Program, Data Visualization Techniques Course project.

Kaynakça

  1. [1]. İçen, H., Kapan, K., & Uysal, A. (2024). Bilimsel araştırma süreçlerinde yeni bir yaklaşım olarak vatandaş bilimi (citizen science). Nevşehir Hacı Bektaş Veli Üniversitesi SBE Dergisi, 14(3), 1583-1597.
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  5. [5]. Sullivan, B.L., C.L. Wood, M.J. Iliff, R.E. Bonney, D. Fink, and S. Kelling. 2009. eBird: a citizen-based bird observation network in the biological sciences. Biological Conservation 142: 2282-2292.
  6. [6]. Chandler, M., See, L., Copas, K., Bonde, A. M., López, B. C., Danielsen, F., ... & Turak, E. (2017). Contribution of citizen science towards international biodiversity monitoring. Biological conservation, 213, 280-294.
  7. [7]. Pocock, M. J., Chandler, M., Bonney, R., Thornhill, I., Albin, A., August, T., ... & Danielsen, F. (2018). A vision for global biodiversity monitoring with citizen science. In Advances in ecological research (Vol. 59, pp. 169-223). Academic Press.
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Ayrıntılar

Birincil Dil

İngilizce

Konular

Bitki Bilimi (Diğer)

Bölüm

Araştırma Makalesi

Yayımlanma Tarihi

29 Aralık 2025

Gönderilme Tarihi

7 Mart 2025

Kabul Tarihi

9 Eylül 2025

Yayımlandığı Sayı

Yıl 2025 Cilt: 21 Sayı: 4

Kaynak Göster

APA
Çelik, Ç., & Afsar, M. (2025). The Reliability of Citizen Science Data: Testing A Data Set from eBird Türkiye with Benford’s Law. Celal Bayar University Journal of Science, 21(4), 92-101. https://doi.org/10.18466/cbayarfbe.1653292
AMA
1.Çelik Ç, Afsar M. The Reliability of Citizen Science Data: Testing A Data Set from eBird Türkiye with Benford’s Law. Celal Bayar University Journal of Science. 2025;21(4):92-101. doi:10.18466/cbayarfbe.1653292
Chicago
Çelik, Çetin, ve Murat Afsar. 2025. “The Reliability of Citizen Science Data: Testing A Data Set from eBird Türkiye with Benford’s Law”. Celal Bayar University Journal of Science 21 (4): 92-101. https://doi.org/10.18466/cbayarfbe.1653292.
EndNote
Çelik Ç, Afsar M (01 Aralık 2025) The Reliability of Citizen Science Data: Testing A Data Set from eBird Türkiye with Benford’s Law. Celal Bayar University Journal of Science 21 4 92–101.
IEEE
[1]Ç. Çelik ve M. Afsar, “The Reliability of Citizen Science Data: Testing A Data Set from eBird Türkiye with Benford’s Law”, Celal Bayar University Journal of Science, c. 21, sy 4, ss. 92–101, Ara. 2025, doi: 10.18466/cbayarfbe.1653292.
ISNAD
Çelik, Çetin - Afsar, Murat. “The Reliability of Citizen Science Data: Testing A Data Set from eBird Türkiye with Benford’s Law”. Celal Bayar University Journal of Science 21/4 (01 Aralık 2025): 92-101. https://doi.org/10.18466/cbayarfbe.1653292.
JAMA
1.Çelik Ç, Afsar M. The Reliability of Citizen Science Data: Testing A Data Set from eBird Türkiye with Benford’s Law. Celal Bayar University Journal of Science. 2025;21:92–101.
MLA
Çelik, Çetin, ve Murat Afsar. “The Reliability of Citizen Science Data: Testing A Data Set from eBird Türkiye with Benford’s Law”. Celal Bayar University Journal of Science, c. 21, sy 4, Aralık 2025, ss. 92-101, doi:10.18466/cbayarfbe.1653292.
Vancouver
1.Çetin Çelik, Murat Afsar. The Reliability of Citizen Science Data: Testing A Data Set from eBird Türkiye with Benford’s Law. Celal Bayar University Journal of Science. 01 Aralık 2025;21(4):92-101. doi:10.18466/cbayarfbe.1653292