Dergiler / Uludağ Arıcılık Dergisi / 2026 / Volume: 26

Climate-driven synchronization of honey bee flight activity and plant phenology in Türkiye: development of a Beekeeping Climate Suitability Index (BCSI)

Yaşar Erdoğan(BAYBURT ÜNİVERSİTESİ, BAYBURT MESLEK YÜKSEKOKULU)0000-0001-6154-7008
Sayfa
—
Yayın Tarihi
2026-07-19
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⚡ TL;DR(1 Cümlede Hızlı Çıkarım)

These findings demonstrate that climatic variability plays a decisive role in shaping bee plant interactions and provide a quantitative basis for climate-informed beekeeping management.

📌 3 Maddede Bu Makale

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Amaç & Hipotez:Honey bees (Apis mellifera L.) provide essential pollination services that depend on the temporal synchronization between flight activity and plant flowering phenology, both strongly influenced by climatic conditions.
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Temel Bulgular & Veri:In this study, we quantified climate-driven honey bee flight activity and its alignment with flowering phenology of major nectar plants in Türkiye using ERA5-Land data for the period 1981–2023.
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Sonuç & Katkı:These findings demonstrate that climatic variability plays a decisive role in shaping bee plant interactions and provide a quantitative basis for climate-informed beekeeping management.
🔬Tür:Research Article
📍Kapsam:2023 Verileri
⚙️Değişkenler:Apis mellifera · Climatic variability · ERA5-Land

Abstract

Honey bees (Apis mellifera L.) provide essential pollination services that depend on the temporal synchronization between flight activity and plant flowering phenology, both strongly influenced by climatic conditions. However, this relationship remains insufficiently quantified at large spatial and temporal scales. In this study, we quantified climate-driven honey bee flight activity and its alignment with flowering phenology of major nectar plants in Türkiye using ERA5-Land data for the period 1981–2023. Suitable flight days were defined based on temperature (≥12°C) and precipitation (0 mm), and seasonal suitability was evaluated at a monthly scale. A composite Beekeeping Climate Suitability Index (BCSI) was developed by integrating flight activity, flowering overlap and nectar flow window. The number of suitable flight periods ranged between 4 and 7 months (mean ≈5.5), indicating substantial interannual variability. Flight flowering synchrony was low for early-spring species (23–35%) but reached 100% for summer species. BCSI values ranged from 0.44 to 1.00, capturing variability in climatic suitability for beekeeping. These findings demonstrate that climatic variability plays a decisive role in shaping bee plant interactions and provide a quantitative basis for climate-informed beekeeping management.

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Bu Makaleye Atıf Yap

Erdoğan, Y., Erdoğan, Ü. (2026). Climate-driven synchronization of honey bee flight activity and plant phenology in Türkiye: development of a Beekeeping Climate Suitability Index (BCSI). Uludağ Arıcılık Dergisi, Volume: 26. https://doi.org/10.31467/uluaricilik.1912124

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Kaynakça (39)

  1. Abou-Shaara HF. The foraging behaviour of honey bees, Apis mellifera: a review. Vet Med 2014; 59:1–10. http://doi.org/10.17221/7240-VETMED
  2. Cleland EE, Chuine I, Menzel A, Mooney HA, Schwartz MD. Shifting plant phenology in response to global change. Trends Ecol Evol 2007;22:357–365. http://doi.org/10.1016/ j.tree.2007.04.003
  3. Corbet SA, Fussell M, Ake R, Fraser A, Gunson C, Savage A, Smith K. Temperature and the pollinating activity of social bees. Ecol Entomol 1993;18:17–30. http://doi.org/ 10.1111/j.1365-2311.1993. tb01075.x
  4. Davis PH. Flora of Turkey and the East Aegean Islands. Vols. 1–9. Edinburgh University Press, Edinburgh, Scotland, 1965–1985
  5. FAO. FAOSTAT database. https://www.fao.org/ faostat (accessed: 20.05.2026)
  6. Forrest J. Plant–pollinator interactions and phenological change. Oikos 2015;124:4–13. http://doi.org/10.1111/oik.01386
  7. Garibaldi LA, Steffan-Dewenter I, Winfree R, Aizen MA, Bommarco R, Cunningham SA, et al. Wild pollinators enhance fruit set of crops regardless of honey bee abundance. Science 2013;339:1608–1611. http://doi.org/10.1126/ science.1230200
  8. Genç F, Dodoloğlu A. Basic principles of beekeeping. Atatürk University Faculty of Agriculture Lecture Notes, Erzurum, Türkiye, 2002, p.1–338
  9. Goulson D, Nicholls E, Botías C, Rotheray EL. Bee declines driven by combined stressors. Science 2015;347. http://doi.org/10. 1126/science.1255957
  10. Güner A, Aslan S, Ekim T, Vural M, Babaç MT (eds.). Türkiye Bitkileri Listesi (Damarlı Bitkiler). Nezahat Gökyiğit Botanik Bahçesi ve Flora Araştırmaları Derneği Yayınları, İstanbul, Türkiye, 2012
  11. Hargreaves GH, Samani ZA. Reference crop evapotranspiration from temperature. Appl Eng Agric 1985;1(2):96–99. http://doi.org/ 10.13031/2013.26773
  12. Heinrich B. The hot-blooded insects: strategies and mechanisms of thermoregulation. Harvard University Press, London, England, 1993
  13. IPCC. Climate Change 2021: The Physical Science Basis. Cambridge University Press, Cambridge, United Kingdom, 2021. http://doi.org/10.1017/9781009157896
  14. Kendall MG. Rank Correlation Methods. Griffin, London, England, 1975
  15. Klein AM, Vaissiere BE, Cane JH, Steffan-Dewenter I, Cunningham SA, Kremen C, et al. Importance of pollinators in changing landscapes for world crops. Proc R Soc B 2007; 274:303–313. http://doi.org/10.1098/ rspb.2006.3721
  16. Kovac H, Stabentheiner A. Thermoregulation of foraging honey bees on flowering plants: seasonal variability and influence of radiative heat gain. Ecol Entomol 2011;36:686–699. http://doi.org/10.1111/j.1365-2311.2011. 01313.x
  17. Kudo G, Ida TY. Early onset of spring increases phenological mismatch. Ecology 2013;94:2311–2320. http://doi.org/10.1890/ 12-2003.1
  18. Le Conte Y, Navajas M. Climate change: impact on honey bees. Rev Sci Tech 2008;27:499–510
  19. Mann HB. Nonparametric tests against trend. Econometrica 1945;13:245–259. http://doi. org/10.2307/1907187
  20. Meixner MD. A historical review of managed honey bee populations in Europe and the United States. J Invertebr Pathol 2010;103:S80–S95. http://doi.org/10.1016/j.jip.2009.06.011
  21. Menzel A, Sparks TH, Estrella N, Koch E, Aasa A, Ahas R, et al. European phenological response to climate change matches the warming pattern. Glob Change Biol 2006; 12:1969–1976. http://doi.org/10.1111/j.1365-2486.2006.01193.x
  22. Ministry of Agriculture and Forestry. Beekeeping statistics in Türkiye (1991–2025). https://www.tarimorman.gov.tr (accessed: 20.05.2026)
  23. Muñoz-Sabater J, Dutra E, Agustí-Panareda A, Albergel C, Arduini G, Balsamo G, et al. ERA5-Land: A global reanalysis dataset for land applications. Earth Syst Sci Data 2021; 13:4349–4383. http://doi.org/10.5194/essd-13-4349-2021
  24. Nardo M, Saisana M, Saltelli A, Tarantola S, Hoffman A, Giovannini E. Handbook on constructing composite indicators: methodology and user guide. European Commission Joint Research Centre, Brussels, Belgium, 2005
  25. OECD. Handbook on constructing composite indicators: methodology and user guide. OECD Publishing, Paris, France, 2008
  26. Özbek H. Bees and pollination problem in Türkiye. Uludag Bee J 2003;3(3):41–44
  27. Özbek H. Sainfoin (Onobrychis viciifolia Scop.): an important nectar plant. Uludag Bee J 2011;11(2):51–62
  28. Parmesan C, Yohe G. A globally coherent fingerprint of climate change impacts across natural systems. Nature 2003;421:37–42. http://doi.org/10.1038/nature01286
  29. Peel MC, Finlayson BL, McMahon TA. Updated world map of the Köppen-Geiger climate classification. Hydrol Earth Syst Sci 2007; 11:1633–1644. http://doi.org/10.5194/hess-11-1633-2007
  30. Potts SG, Biesmeijer JC, Kremen C, Neumann P, Schweiger O, Kunin WE. Global pollinator declines: trends, impacts and drivers. Trends Ecol Evol 2010;25:345–353. http://doi.org/ 10.1016/j.tree.2010.01.007
  31. Requier F, Odoux JF, Tamic T, Moreau N, Henry M, Decourtye A, Bretagnolle V. Honey bee diet in intensive farmland habitats reveals an unexpectedly high flower richness and a major role of weeds. Ecol Appl 2015; 25:881–890. http://doi.org/10.1890/14-1011.1
  32. Seeley TD. The wisdom of the hive: the social physiology of honey bee colonies. Harvard University Press, Cambridge, USA, 1995
  33. Sen PK. Estimates of the regression coefficient based on Kendall's tau. J Am Stat Assoc 1968; 63:1379–1389. http://doi.org/10. 1080/01621459.1968.10480934
  34. Sorkun K. Turkey's Nectar Plants, Pollen and Honey. Palme Publishing, Ankara, Türkiye, 2008
  35. Soroye P, Newbold T, Kerr JT. Climate change contributes to widespread declines among bumble bees across continents. Science 2020; 367:685–688. http://doi.org/10.1126/ science.aax8591
  36. Tautz J. The Buzz about Bees. Springer, Berlin, Germany, 2008. http://doi.org/10.1007/978-3-540-78729-7 Thornthwaite CW. An approach toward a rational classification of climate. Geogr Rev 1948;38:55–94. http://doi.org/10.2307/ 210739
  37. Turkish Statistical Institute (TÜİK). Livestock production statistics: honey production. http://data.tuik.gov.tr (accessed: 20.05.2026)
  38. Vicens N, Bosch J. Weather-dependent pollinator activity in an apple orchard. Environ Entomol 2000;29:413–420. http://doi.org/10.1603/ 0046-225X-29.3.413
  39. Ziska LH, Pettis JS, Edwards J, Hancock JE, Tomecek MB, Clark A, et al. Rising atmospheric CO2 reduces protein concentration of a floral pollen source. Proc Biol Sci 2016;283:20160414. http://doi.org/ 10.1098/rspb.2016.0414