Research Article
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Year 2025, Volume: 12 Issue: 3, 696 - 704, 23.07.2025
https://doi.org/10.30910/turkjans.1656274

Abstract

References

  • Akyüz, A. A. (2019). Yaşamsal Bilinmezlik: İklim Krizi ve Gıda.
  • Bayraç, H. N., & Doğan, E. (2016). Türkiye’de iklim değişikliğinin tarım sektörü üzerine etkileri. Eskişehir Osmangazi Üniversitesi İİBF Dergisi, 11(1), 23-48.
  • Demir, A. (2009). Küresel İklim Değişikliğinin Biyolojik Çeşitlilik ve Ekosistem Kaynakları Üzerine Etkisi. Ankara Üniversitesi Çevre Bilimleri Dergisi 1(2):37–54
  • Dickey, D. A. & Fuller, W. A. (1979) Distributions of the estimators of autoregressive time series with a unit root. J. Am. Stat. Assoc. 74, 427-31.
  • Dumrul, Y., & Kilicaslan, Z. (2017). Economic impacts of climate change on agriculture: Empirical evidence from ARDL approach for Turkey. Journal of Business Economics and Finance, 6(4), 336-347.
  • Duru, S., & Parlakay, O. (2021). Türkiye’de iklim değişikliğinin bal verimine etkisi: ARDL sınır testi yaklaşımı. Mustafa Kemal Üniversitesi Tarım Bilimleri Dergisi, 26(3), 791-800.
  • Elliott, G., Rothenberg, T. J., & Stock, J. H. (1996). Efficient tests for an Autoregressive Unit Root, Econometrica, 64,813-836. https://doi.org/10.2307/2171846.
  • Ersoy, A. E. (2017). Türkiye'nin hayvansal gübre kaynaklı sera gazı emisyonları durumu ve biyogaz enerjisi potansiyeli.
  • Eştürk, Ö., & Mert, N. (2022). Küresel iklim değişikliğinin Ardahan ilinde tahıl ve yem bitkileri verimliliği üzerine etkilerinin ARDL modeli ile analizi. Kahramanmaraş Sütçü İmam Üniversitesi Tarım ve Doğa Dergisi, 25(Ek Sayı 2), 506-514.
  • Gornall, J., Betts, R., Burke, E., Clark, R., Camp, J., Willet, K., & Wiltshire, A. (2010). Implications of climate change for agricultural productivity in the early twenty-first century. Philosophical Transactions of the Royal Society B: Biological Sciences, 365(1554), 2973-2989.
  • Gurbuz, I. B., & Kadioglu, I. (2023). Grain Production in Turkey and Its Environmental Drivers Using ARDL in the Age of Climate Change. Sustainability, 16(1), 264.
  • Gümüş, C., & Bilgin, M. H. (2018). The Impact of Climate Change on Turkey's Agricultural Sector and Economic Growth. Ekonomik Yaklaşım, 29(106), 1-20.
  • Hatfield, J. L., & Prueger, J. H. (2015). Temperature extremes: Effect on plant growth and development. Weather and Climate Extremes, 10, 4-10.
  • Howden, S. M., Soussana, J. F., Tubiello, F. N., Chhetri, N., Dunlop, M., & Meinke, H. (2007). Adapting agriculture to climate change. Proceedings of the National Academy of Sciences, 104(50), 19691-19696.
  • Kanat, Z., & Keskin A., (2018). Dünyada İklim Değişikliği Üzerine Yapılan Çalışmalar ve Türkiye'de Mevcut Durum. Atatürk Üniversitesi Ziraat Fakültesi Dergisi, 49 (1): 67-78.
  • Kayıkçıoğlu, H. H., & Okur, N. (2012). Sera Gazı Salınımlarında Tarımın Rolü. Adnan Menderes Üniversitesi Ziraat Fakültesi Dergisi, 9(2), 25-38.
  • Kılıç, C. (2022). Türkiye’de iklim değişikliğinin tarım sektörü üzerindeki etkileri: ARDL sınır testi yaklaşımı. Atatürk Üniversitesi İktisadi ve İdari Bilimler Dergisi, 36(1), 125-132.
  • Koç, G., & Uzmay, A. (2022). Determinants of dairy farmers’ likelihood of climate change adaptation in the Thrace Region of Turkey. Environment, Development and Sustainability, 24(8), 9907-9928.
  • Koyuncu, M., & Akgün, H. (2018). Çiftlik hayvanları ve küresel iklim değişikliği arasındaki etkileşim. Uludağ Üniversitesi Ziraat Fakültesi Dergisi, 32(1), 151-164.
  • Lobell, D. B., & Burke, M. B. (2010). On the use of statistical models to predict crop yield responses to climate change. Agricultural and Forest Meteorology, 150(11), 1443-1452.
  • Nelson, G. C., Rosegrant, M. W., Koo, J., Robertson, R., Sulser, T., Zhu, T., & Lee, D. (2010). The costs of agricultural adaptation to climate change. International Food Policy Research Institute (IFPRI) Research Monograph. Phillips, P. C. B. & Perron, P. (1988) Testing for a unit root in time series regressions. Biometrika 75,335-46.
  • Raihan, A., & Tuspekova, A. (2022). Dynamic impacts of economic growth, energy use, urbanization, agricultural productivity, and forested area on carbon emissions: New insights from Kazakhstan. World Development Sustainability, 1, 100019.
  • Republic of Türkiye Ministry of Agriculture and Forestry. (2022). Agricultural support policy report 2021. https://www.tarimorman.gov.tr/TAGEM/Belgeler/C%CC%A7MYB%20C%CC%A7al%C4%B1s%CC%A7tay%20Raporu%20%281%29.pdf
  • Smith, P., Martino, D., Cai, Z., Gwary, D., Janzen, H., Kumar, P., … & Scholes, B. (2008). Greenhouse Gas Mitigation in Agriculture. Philosophical transactions of the royal Society B: Biological Sciences, 363(1492), 789-813.
  • Tao F., Yokozawa M., Xu Y., Hayashi Y., & Zhang Z., (2006). Climate changes and trends in phenology and yields of field crops in China, 1981–2000. Agricultural and Forest Meteorology 138, 82–92.
  • The Guardian, (2024). Farm income falls in England after extreme weather and subsidy cuts. Access Link: https://www.theguardian.com/environment/2024/nov/14/farm-income-england-2023-extreme-weather-subsidy-cuts
  • The Guardian, (2025). King asks Moroccans not to kill sheep for Eid al-Adha as drought reduces herds. Access Link: https://www.theguardian.com/world/2025/feb/27/king-moroccans-not-kill-sheep-eid-al-adha-drought Topçu, G. D., Özkan, Ş. S., & Hamidi, M. (2020). İklim Değişikliğinde Örtü Bitkilerinin Rolü Ve Önemi. Türk Bilimsel Derlemeler Dergisi, 13(2), 95-101.
  • TURKSTAT, (2021). Turkish Statistical Institute. https://data.tuik.gov.tr/Bulten/Index?p=Greenhouse-Gas-Emissions-Statistics-1990-2019-37196 (Accessed date: 12.10.2024)
  • Türkiye Klinikleri, (2022). The Effects of Climate Change on Animal Production. Access Link: https://www.turkiyeklinikleri.com/article/en-iklim-degisikliginin-hayvansal-uretim-uzerine-etkisi-102229.html Zoray, F. & Pır, A., (2007). Küresel Isınma Problemi: Sebepleri, Sonuçlar, Çözüm Yolları. Yıldız Teknik Üniversitesi Çevre Mühendisliği Bölümü, İstanbul.

Economic and Agricultural Effects of Climate Change on Forage Crop Yield in Erzurum Province: ARDL Bound Test Approach

Year 2025, Volume: 12 Issue: 3, 696 - 704, 23.07.2025
https://doi.org/10.30910/turkjans.1656274

Abstract

Climate change has become a phenomenon that significantly affects agricultural production on a global scale. Agricultural production is both affected by climate change and triggers to it through greenhouse gas emissions. Forage crop production, particularly legume forage crops, plays a critical role in both economic and environmental aspects, as it is a fundamental input for livestock farming. This study examines the relationship between forage crop yield and climate variables in Erzurum province, analyzing the long- and short-term effects of annual average temperature and total annual precipitation on forage crop yield using the ARDL bound test approach. The findings indicate that an increase in annual average temperature positively affects forage crop yield, while a decrease in precipitation has a negative impact. The results of the ARDL bound test confirm the existence of a long-term cointegration relationship between the variables. Additionally, the error correction model analysis suggests that short-term imbalances are largely corrected in the subsequent period, indicating that the system reaches equilibrium in the long run. The results demonstrate that forage crop production in Erzurum province is directly affected by climate change and that changes in climatic conditions are reshaping agricultural production processes. In this regard, promoting climate-resilient forage crop species, expanding modern irrigation techniques, improving soil and water management, adopting agricultural practices that reduce greenhouse gas emissions, and strengthening support mechanisms for producers are recommended. The findings highlight the necessity of developing regional agricultural policies that adapt to climate change.

References

  • Akyüz, A. A. (2019). Yaşamsal Bilinmezlik: İklim Krizi ve Gıda.
  • Bayraç, H. N., & Doğan, E. (2016). Türkiye’de iklim değişikliğinin tarım sektörü üzerine etkileri. Eskişehir Osmangazi Üniversitesi İİBF Dergisi, 11(1), 23-48.
  • Demir, A. (2009). Küresel İklim Değişikliğinin Biyolojik Çeşitlilik ve Ekosistem Kaynakları Üzerine Etkisi. Ankara Üniversitesi Çevre Bilimleri Dergisi 1(2):37–54
  • Dickey, D. A. & Fuller, W. A. (1979) Distributions of the estimators of autoregressive time series with a unit root. J. Am. Stat. Assoc. 74, 427-31.
  • Dumrul, Y., & Kilicaslan, Z. (2017). Economic impacts of climate change on agriculture: Empirical evidence from ARDL approach for Turkey. Journal of Business Economics and Finance, 6(4), 336-347.
  • Duru, S., & Parlakay, O. (2021). Türkiye’de iklim değişikliğinin bal verimine etkisi: ARDL sınır testi yaklaşımı. Mustafa Kemal Üniversitesi Tarım Bilimleri Dergisi, 26(3), 791-800.
  • Elliott, G., Rothenberg, T. J., & Stock, J. H. (1996). Efficient tests for an Autoregressive Unit Root, Econometrica, 64,813-836. https://doi.org/10.2307/2171846.
  • Ersoy, A. E. (2017). Türkiye'nin hayvansal gübre kaynaklı sera gazı emisyonları durumu ve biyogaz enerjisi potansiyeli.
  • Eştürk, Ö., & Mert, N. (2022). Küresel iklim değişikliğinin Ardahan ilinde tahıl ve yem bitkileri verimliliği üzerine etkilerinin ARDL modeli ile analizi. Kahramanmaraş Sütçü İmam Üniversitesi Tarım ve Doğa Dergisi, 25(Ek Sayı 2), 506-514.
  • Gornall, J., Betts, R., Burke, E., Clark, R., Camp, J., Willet, K., & Wiltshire, A. (2010). Implications of climate change for agricultural productivity in the early twenty-first century. Philosophical Transactions of the Royal Society B: Biological Sciences, 365(1554), 2973-2989.
  • Gurbuz, I. B., & Kadioglu, I. (2023). Grain Production in Turkey and Its Environmental Drivers Using ARDL in the Age of Climate Change. Sustainability, 16(1), 264.
  • Gümüş, C., & Bilgin, M. H. (2018). The Impact of Climate Change on Turkey's Agricultural Sector and Economic Growth. Ekonomik Yaklaşım, 29(106), 1-20.
  • Hatfield, J. L., & Prueger, J. H. (2015). Temperature extremes: Effect on plant growth and development. Weather and Climate Extremes, 10, 4-10.
  • Howden, S. M., Soussana, J. F., Tubiello, F. N., Chhetri, N., Dunlop, M., & Meinke, H. (2007). Adapting agriculture to climate change. Proceedings of the National Academy of Sciences, 104(50), 19691-19696.
  • Kanat, Z., & Keskin A., (2018). Dünyada İklim Değişikliği Üzerine Yapılan Çalışmalar ve Türkiye'de Mevcut Durum. Atatürk Üniversitesi Ziraat Fakültesi Dergisi, 49 (1): 67-78.
  • Kayıkçıoğlu, H. H., & Okur, N. (2012). Sera Gazı Salınımlarında Tarımın Rolü. Adnan Menderes Üniversitesi Ziraat Fakültesi Dergisi, 9(2), 25-38.
  • Kılıç, C. (2022). Türkiye’de iklim değişikliğinin tarım sektörü üzerindeki etkileri: ARDL sınır testi yaklaşımı. Atatürk Üniversitesi İktisadi ve İdari Bilimler Dergisi, 36(1), 125-132.
  • Koç, G., & Uzmay, A. (2022). Determinants of dairy farmers’ likelihood of climate change adaptation in the Thrace Region of Turkey. Environment, Development and Sustainability, 24(8), 9907-9928.
  • Koyuncu, M., & Akgün, H. (2018). Çiftlik hayvanları ve küresel iklim değişikliği arasındaki etkileşim. Uludağ Üniversitesi Ziraat Fakültesi Dergisi, 32(1), 151-164.
  • Lobell, D. B., & Burke, M. B. (2010). On the use of statistical models to predict crop yield responses to climate change. Agricultural and Forest Meteorology, 150(11), 1443-1452.
  • Nelson, G. C., Rosegrant, M. W., Koo, J., Robertson, R., Sulser, T., Zhu, T., & Lee, D. (2010). The costs of agricultural adaptation to climate change. International Food Policy Research Institute (IFPRI) Research Monograph. Phillips, P. C. B. & Perron, P. (1988) Testing for a unit root in time series regressions. Biometrika 75,335-46.
  • Raihan, A., & Tuspekova, A. (2022). Dynamic impacts of economic growth, energy use, urbanization, agricultural productivity, and forested area on carbon emissions: New insights from Kazakhstan. World Development Sustainability, 1, 100019.
  • Republic of Türkiye Ministry of Agriculture and Forestry. (2022). Agricultural support policy report 2021. https://www.tarimorman.gov.tr/TAGEM/Belgeler/C%CC%A7MYB%20C%CC%A7al%C4%B1s%CC%A7tay%20Raporu%20%281%29.pdf
  • Smith, P., Martino, D., Cai, Z., Gwary, D., Janzen, H., Kumar, P., … & Scholes, B. (2008). Greenhouse Gas Mitigation in Agriculture. Philosophical transactions of the royal Society B: Biological Sciences, 363(1492), 789-813.
  • Tao F., Yokozawa M., Xu Y., Hayashi Y., & Zhang Z., (2006). Climate changes and trends in phenology and yields of field crops in China, 1981–2000. Agricultural and Forest Meteorology 138, 82–92.
  • The Guardian, (2024). Farm income falls in England after extreme weather and subsidy cuts. Access Link: https://www.theguardian.com/environment/2024/nov/14/farm-income-england-2023-extreme-weather-subsidy-cuts
  • The Guardian, (2025). King asks Moroccans not to kill sheep for Eid al-Adha as drought reduces herds. Access Link: https://www.theguardian.com/world/2025/feb/27/king-moroccans-not-kill-sheep-eid-al-adha-drought Topçu, G. D., Özkan, Ş. S., & Hamidi, M. (2020). İklim Değişikliğinde Örtü Bitkilerinin Rolü Ve Önemi. Türk Bilimsel Derlemeler Dergisi, 13(2), 95-101.
  • TURKSTAT, (2021). Turkish Statistical Institute. https://data.tuik.gov.tr/Bulten/Index?p=Greenhouse-Gas-Emissions-Statistics-1990-2019-37196 (Accessed date: 12.10.2024)
  • Türkiye Klinikleri, (2022). The Effects of Climate Change on Animal Production. Access Link: https://www.turkiyeklinikleri.com/article/en-iklim-degisikliginin-hayvansal-uretim-uzerine-etkisi-102229.html Zoray, F. & Pır, A., (2007). Küresel Isınma Problemi: Sebepleri, Sonuçlar, Çözüm Yolları. Yıldız Teknik Üniversitesi Çevre Mühendisliği Bölümü, İstanbul.
There are 29 citations in total.

Details

Primary Language English
Subjects Sustainable Agricultural Development
Journal Section Research Article
Authors

Tuba Karabacak 0000-0001-5041-4891

Melih Okcu 0000-0001-5213-2169

Publication Date July 23, 2025
Submission Date March 12, 2025
Acceptance Date July 5, 2025
Published in Issue Year 2025 Volume: 12 Issue: 3

Cite

APA Karabacak, T., & Okcu, M. (2025). Economic and Agricultural Effects of Climate Change on Forage Crop Yield in Erzurum Province: ARDL Bound Test Approach. Turkish Journal of Agricultural and Natural Sciences, 12(3), 696-704. https://doi.org/10.30910/turkjans.1656274