Siirt İlinin Yağış ve Sıcaklık Değişkenlerinin Trend Analizi
Yıl 2024,
Cilt: 14 Sayı: 4, 1489 - 1511, 01.12.2024
Kübra Kaya
,
Safa Alkanjo
,
Veysi Kartal
,
Veysel Süleyman Yavuz
,
Sema Arıman
Öz
Meteorolojik değişkenlerin trend analizi iklim değişikliğinin belirlenmesinde önemlidir. Özellikle yağış, hidrolojik çevrimin önemli bir bileşenidir. Sıcaklık ve yağıştaki değişimler tarımı, canlı ekosistemleri ve su kaynakları yönetimini etkiler. Bu çalışmada, Siirt ilinin 1980-2023 yılları arasında sıcaklık ve yağış değişkenlerinin eğilimlerini belirlemek için İnovatif Trend analizi (ITA), Mann-Kendall, Sen eğimi ve İnovatif Poligon Trend Analiz (IPTA) analizleri yapılarak iklim değişikliği göstergeleri belirlenmiştir. Meteorolojik değişkenler aylık, mevsimsel ve yıllık olarak ayrı ayrı değerlendirilmiştir. Yağış ve sıcaklık değişkenlerinin, Mann-Kendall, ITA, IPTA ve Sen trend analizlerinden elde edilen sonuçları birbirleriyle karşılaştırılmıştır. Yağış bütün trend analizlerinin sonuçlarına göre azalan bir eğim gösterirken, sıcaklık değerlerinde ise artan bir trend tespit edilmiştir. Aylık ve mevsimsel ölçekte daha büyük trend değerleri elde edilmiştir. Mevcut çalışmada elde edilen trend sonuçlarına göre Siirt ilinde kuraklık risk yönetimi ve su kaynakları yönetimine daha fazla dikkat edilmesini göstermektedir.
Destekleyen Kurum
TÜBİTAK Türkiye Bilimsel ve Teknolojik Araştırma Kurumu (BİDEB)
Proje Numarası
1919B012320270
Teşekkür
Bu çalışmada kullanılan veri tabanını sağlayan Meteoroloji Genel Müdürlüğü'ne (MGM) teşekkür ederim. Bu çalışma TÜBİTAK Türkiye Bilimsel ve Teknolojik Araştırma Kurumu (BİDEB) tarafından yürütülen 2209-A Üniversite Öğrencileri Araştırma Projeleri Destekleme Programı kapsamında desteklenmektedir. Proje numarası 1919B012320270’tir.
Kaynakça
- Acar, R. (2024a). A comparison of the performance of different innovative trend assessment approaches for air temperature and precipitation data: an application to Elazığ Province (Turkey). Journal of Water and Climate Change, 15(3). https://doi.org/10.2166/wcc.2024.685
- Acar, R. (2024b). Evaluation of Susurluk Basin Flows Using Trend Analysis Methods. Firat University Journal of Experimental and Computational Engineering, 3(1), 65–74. https://doi.org/10.62520/fujece.1421090
- Achite, M., Ceribasi, G., Ceyhunlu, A. I., Wałęga, A., & Caloiero, T. (2021a). The innovative polygon trend analysis (IPTA) as a simple qualitative method to detect changes in environment—example detecting trends of the total monthly precipitation in semiarid area. Sustainability (Switzerland), 13(22).
https://doi.org/10.3390/su132212674
- Achite, M., Ceribasi, G., Ceyhunlu, A. I., Wałęga, A., & Caloiero, T. (2021b). The innovative polygon trend analysis (IPTA) as a simple qualitative method to detect changes in environment—example detecting trends of the total monthly precipitation in semiarid area. Sustainability, 13(22), 12674.
- Aditya, F., Gusmayanti, E., & Sudrajat, J. (2021). Rainfall trend analysis using Mann-Kendall and Sen’s slope estimator test in West Kalimantan. IOP Conference Series: Earth and Environmental Science, 893(1), 12006.
- Avsaroglu, Y., & Gumus, V. (2022). Assessment of hydrological drought return periods with bivariate copulas in the Tigris river basin, Turkey. Meteorology and Atmospheric Physics, 134(6), 1–15.
https://doi.org/10.1007/s00703-022-00933-2
- Caloiero, T., Coscarelli, R., & Ferrari, E. (2018). Application of the innovative trend analysis method for the trend analysis of rainfall anomalies in southern Italy. Water Resources Management, 32, 4971–4983.
- Ceribasi, G., Ceyhunlu, A. I., & Ahmed, N. (2021). Analysis of temperature data by using innovative polygon trend analysis and trend polygon star concept methods: a case study for Susurluk Basin, Turkey. Acta Geophysica, 69, 1949–1961.
- Ceyhunlu, A. I., & Aydın, F. (2020). YENİLİKÇİ ŞEN TREND YÖNTEMİ İLE SAKARYA’NIN METEOROLOJİK VERİLERİNİN EĞİLİM ANALİZİ. Su Vakfiı İklim Değişikliği ve Çevre, 1–7.
- Danandeh Mehr, A., & Vaheddoost, B. (2020). Identification of the trends associated with the SPI and SPEI indices across Ankara, Turkey. Theoretical and Applied Climatology, 139(3–4), 1531–1542. https://doi.org/10.1007/s00704-019-03071-9
- Demir, V. (2022). Trend analysis of lakes and sinkholes in the Konya Closed Basin, in Turkey. In Natural Hazards (Vol. 112, Issue 3). Springer Netherlands. https://doi.org/10.1007/s11069-022-05327-6
- EROĞLU, İ. (2021). Meriç Nehri Havzası’nda Sıcaklık ve Yağış Değerlerinin Dönemsel Trend Analizi. European Journal of Science and Technology, 23, 750–760. https://doi.org/10.31590/ejosat.882937
- Gardner, R. H., Hargrove, W. W., Turner, M. G., & Romme, W. H. (1996). Climate change, disturbances and landscape dynamics (Vol. 2). Cambridge University Press Cambridge.
- Gedefaw, M., Yan, D., Wang, H., Qin, T., Girma, A., Abiyu, A., & Batsuren, D. (2018). Innovative trend analysis of annual and seasonal rainfall variability in Amhara Regional State, Ethiopia. Atmosphere, 9(9). https://doi.org/10.3390/atmos9090326
- Gocic, M., & Trajkovic, S. (2013). Analysis of changes in meteorological variables using Mann-Kendall and Sen’s slope estimator statistical tests in Serbia. Global and Planetary Change, 100, 172–182. https://doi.org/10.1016/j.gloplacha.2012.10.014
- Gumus, V. (2019). Spatio-temporal precipitation and temperature trend analysis of the Seyhan–Ceyhan River Basins, Turkey. Meteorological Applications, 26(3), 369–384. https://doi.org/10.1002/met.1768
- Gumus, V., Simsek, O., & Avsaroglu, Y. (2022). Evaluation of long-term monthly mean streamflow trend in the Mediterranean basins using different methods. Theoretical and Applied Climatology, 0123456789. https://doi.org/10.1007/s00704-022-04293-0
- Gumus, V., Simsek, O., Avsaroglu, Y., & Agun, B. (2021). Spatio‐temporal trend analysis of drought in the GAP Region, Turkey. Natural Hazards, 109(2), 1759–1776. https://doi.org/10.1007/s11069-021-04897-1
- Hadi, S. J., & Tombul, M. (2018). Long-term spatiotemporal trend analysis of precipitation and temperature over Turkey. Meteorological Applications, 25(3), 445–455. https://doi.org/10.1002/met.1712
- Haktanir, T., & Citakoglu, H. (2014). Trend, independence, stationarity, and homogeneity tests on maximum rainfall series of standard durations recorded in Turkey. Journal of Hydrologic Engineering, 19(9), 5014009.
- Hırca, T., Eryılmaz Türkkan, G., & Niazkar, M. (2022). Applications of innovative polygonal trend analyses to precipitation series of Eastern Black Sea Basin, Turkey. Theoretical and Applied Climatology, 147(1–2), 651–667. https://doi.org/10.1007/s00704-021-03837-0
- Kahya, E., & Kalayci, S. (2004). Trend analysis of streamflow in Turkey. Journal of Hydrology, 289(1–4), 128–144. https://doi.org/10.1016/j.jhydrol.2003.11.006
- Karabulut, M., & Cosun, F. (2019). Kahramanmaraş İlinde Yağışların Trend Analizi (Precipitation Trend Analyses in Kahramanmaraş). SSRN Electronic Journal, 7(1), 65–83. https://doi.org/10.2139/ssrn.3417845
- Katipoğlu, O. M., Acar, R., Şenocak, S., & Şengül, S. (2022). Assessment of meteorological drought trends in the Euphrates Basin, Turkey. Arabian Journal of Geosciences, 15(6). https://doi.org/10.1007/s12517-021-08482-5
- Katipoglu, O. M., Yeşilyurt, S. N., & Dalkılıç, H. Y. (2022). Trend analysis of hydrological droughts in Yeşilırmak basin by Mann Kendall and Sen Innovative Trend Analysis. Gümüşhane Üniversitesi Fen Bilimleri Enstitüsü Dergisi, 12(2), 422–442. https://doi.org/10.17714/gumusfenbil.1026893
- Kendall, M. G. (1975). Rank correlation methods. Griffin, London. Kendall MG.
- Keskiner, A. D., & Çetin, M. (2023). Kuraklık Gidiş ve Büyüklüğünün Zaman ve Mekan Boyutunda Belirlenmesi: Güneydoğu Anadolu Projesi (GAP) Alanında Bir Uygulama. Politeknik Dergisi, 26(3), 1079–1089. https://doi.org/10.2339/politeknik.1000596
- Kılıçer, Ü. (2000). Meteorolojik kaynaklı doğal afetler. Alt Komisyon Raporu, Ankara, Türkiye.
- Kızılelma, Y., Çelik, M. A., & Karabulut, M. (2010). İç Anadolu Bölgesinde sıcaklık ve yağışların trend analizi. Türk Coğrafya Dergisi, 64, 1–10.
- Kocaoğlu, E., & Çağlıyan, A. (2022). Çanakkale Yağiş GözlemİstasyonlarininHomojenli̇k Durumu Ve Yillik Yağişlarin TrenAnali̇zi̇. Fırat Üniversitesi Sosyal Bilimler Dergisi, 32(2), 391–408. https://doi.org/10.18069/firatsbed.1050556
- Mann, H. B. (1945). Nonparametric Tests Against Trend Author ( s ): Henry B . Mann Published by : The Econometric Society Stable URL : https://www.jstor.org/stable/1907187 REFERENCES Linked references are available on JSTOR for this article : You may need to log in to JSTOR. Econometrica, 13(3), 245–259.
- Mersin, D., Gulmez, A., Safari, M. J. S., Vaheddoost, B., & Tayfur, G. (2022). Drought Assessment in the Aegean Region of Turkey. Pure and Applied Geophysics, 179(8), 3035–3053. https://doi.org/10.1007/s00024-022-03089-7
- Mersin, D., Tayfur, G., Vaheddoost, B., & Safari, M. J. S. (2022). Historical Trends Associated with Annual Temperature and Precipitation in Aegean Turkey, Where Are We Heading? Sustainability (Switzerland), 14(20). https://doi.org/10.3390/su142013380
- Myronidis, D., Ioannou, K., Fotakis, D., & Dörflinger, G. (2018). Streamflow and hydrological drought trend analysis and forecasting in Cyprus. Water Resources Management, 32, 1759–1776.
- Özfidaner, M., & Topaloğ, F. (2020). Standart Yağış İndeksi Yöntemi ile Güneydoğu Anadolu Bölgesinde Kuraklık Analizi. Toprak Su Dergisi, 9(2), 130–136. https://doi.org/10.21657/topraksu.767002
- Partal, T., & Yavuz, E. (2020). Application of Trend Analysis on Drought Indices in the West Black Sea Region. Artvin Çoruh University Journal of Natural Hazards and Environment, 6(2), 345–353. https://doi.org/10.21324/dacd.643161
- Pour, S. H., Wahab, A. K. A., & Shahid, S. (2020). Spatiotemporal changes in aridity and the shift of drylands in Iran. Atmospheric Research, 233(July 2019), 104704. https://doi.org/10.1016/j.atmosres.2019.104704
- Sa’adi, Z., Shahid, S., Ismail, T., Chung, E.-S., & Wang, X.-J. (2019). Trends analysis of rainfall and rainfall extremes in Sarawak, Malaysia using modified Mann–Kendall test. Meteorology and Atmospheric Physics, 131, 263–277.
- Şan, M., Akçay, F., Linh, N. T. T., Kankal, M., & Pham, Q. B. (2021). Innovative and polygonal trend analyses applications for rainfall data in Vietnam. Theoretical and Applied Climatology, 144(3–4), 809–822. https://doi.org/10.1007/s00704-021-03574-4
- Sen, Z., Sisman, E., Dabanli, I. (2019). Innovative Polygon Trend Analysis (IPTA) and applications. Journal of Hydrology, 575, 202–210.
- Şen, Zekai. (2017). Innovative trend significance test and applications. Theoretical and Applied Climatology, 127(3–4), 939–947. https://doi.org/10.1007/s00704-015-1681-x
- Şen, Zekâi. (2012). Innovative Trend Analysis Methodology. Journal of Hydrologic Engineering, 17(9), 1042–1046. https://doi.org/10.1061/(asce)he.1943-5584.0000556
- Şen, Zekâi, Şişman, E., & Dabanli, I. (2019). Innovative Polygon Trend Analysis (IPTA) and applications. Journal of Hydrology, 575(April), 202–210. https://doi.org/10.1016/j.jhydrol.2019.05.028
- Simsek, O., Yildiz-Bozkurt, S., & Gumus, V. (2023). Analysis of meteorological drought with different methods in the Black Sea region, Turkey. Acta Geophysica, 0123456789. https://doi.org/10.1007/s11600-023-01099-0
- Tayfur, G. (2021). Discrepancy precipitation index for monitoring meteorological drought. Journal of Hydrology, 597(March), 126174. https://doi.org/10.1016/j.jhydrol.2021.126174
- WMO. (2023). Guidelines on the Defintion and Characterization of Extreme Weather and Climate Events. In Wmo (Issue 1310).
- Wu, H., & Qian, H. (2017). Innovative trend analysis of annual and seasonal rainfall and extreme values in Shaanxi, China, since the 1950s. International Journal of Climatology, 37(5), 2582–2592. https://doi.org/10.1002/joc.4866
- Yue, S., Pilon, P., & Phinney, B. (2003). Canadian streamflow trend detection: Impacts of serial and cross-correlation. Hydrological Sciences Journal, 48(1), 51–63. https://doi.org/10.1623/hysj.48.1.51.43478
Trend Analysis of Precipitation and Temperature Variables of Siirt
Yıl 2024,
Cilt: 14 Sayı: 4, 1489 - 1511, 01.12.2024
Kübra Kaya
,
Safa Alkanjo
,
Veysi Kartal
,
Veysel Süleyman Yavuz
,
Sema Arıman
Öz
Trend analysis of meteorological variables is important in the determination of climate change. Precision is an important component of the hydraulic cycle and changes in temperature and precipitation affect agriculture, living ecosystems and water resources management. This study analyses Innovative Trend Analysis (ITA), Mann-Kendall, Sen slope and Innovative Polygon Trend Analysis (IPTA) to determine the trends of temperature and precipitation variables between 1980 and 2023 in Siirt province and climate change indicators were determined. Meteorological variables were evaluated separately on monthly, seasonal and annual scales. The results obtained from Mann-Kendall, ITA, IPTA and Sen trend analyses for precipitation and temperature variables were compared against each other. The results of all trend analyses for precipitation show a decreasing slope, while an increasing trend is detected in temperature values. The trend values are larger at monthly and seasonal scales. The trend results obtained in the present study indicate that more attention should be paid to drought risk management and water resources management in Siirt province.
Proje Numarası
1919B012320270
Kaynakça
- Acar, R. (2024a). A comparison of the performance of different innovative trend assessment approaches for air temperature and precipitation data: an application to Elazığ Province (Turkey). Journal of Water and Climate Change, 15(3). https://doi.org/10.2166/wcc.2024.685
- Acar, R. (2024b). Evaluation of Susurluk Basin Flows Using Trend Analysis Methods. Firat University Journal of Experimental and Computational Engineering, 3(1), 65–74. https://doi.org/10.62520/fujece.1421090
- Achite, M., Ceribasi, G., Ceyhunlu, A. I., Wałęga, A., & Caloiero, T. (2021a). The innovative polygon trend analysis (IPTA) as a simple qualitative method to detect changes in environment—example detecting trends of the total monthly precipitation in semiarid area. Sustainability (Switzerland), 13(22).
https://doi.org/10.3390/su132212674
- Achite, M., Ceribasi, G., Ceyhunlu, A. I., Wałęga, A., & Caloiero, T. (2021b). The innovative polygon trend analysis (IPTA) as a simple qualitative method to detect changes in environment—example detecting trends of the total monthly precipitation in semiarid area. Sustainability, 13(22), 12674.
- Aditya, F., Gusmayanti, E., & Sudrajat, J. (2021). Rainfall trend analysis using Mann-Kendall and Sen’s slope estimator test in West Kalimantan. IOP Conference Series: Earth and Environmental Science, 893(1), 12006.
- Avsaroglu, Y., & Gumus, V. (2022). Assessment of hydrological drought return periods with bivariate copulas in the Tigris river basin, Turkey. Meteorology and Atmospheric Physics, 134(6), 1–15.
https://doi.org/10.1007/s00703-022-00933-2
- Caloiero, T., Coscarelli, R., & Ferrari, E. (2018). Application of the innovative trend analysis method for the trend analysis of rainfall anomalies in southern Italy. Water Resources Management, 32, 4971–4983.
- Ceribasi, G., Ceyhunlu, A. I., & Ahmed, N. (2021). Analysis of temperature data by using innovative polygon trend analysis and trend polygon star concept methods: a case study for Susurluk Basin, Turkey. Acta Geophysica, 69, 1949–1961.
- Ceyhunlu, A. I., & Aydın, F. (2020). YENİLİKÇİ ŞEN TREND YÖNTEMİ İLE SAKARYA’NIN METEOROLOJİK VERİLERİNİN EĞİLİM ANALİZİ. Su Vakfiı İklim Değişikliği ve Çevre, 1–7.
- Danandeh Mehr, A., & Vaheddoost, B. (2020). Identification of the trends associated with the SPI and SPEI indices across Ankara, Turkey. Theoretical and Applied Climatology, 139(3–4), 1531–1542. https://doi.org/10.1007/s00704-019-03071-9
- Demir, V. (2022). Trend analysis of lakes and sinkholes in the Konya Closed Basin, in Turkey. In Natural Hazards (Vol. 112, Issue 3). Springer Netherlands. https://doi.org/10.1007/s11069-022-05327-6
- EROĞLU, İ. (2021). Meriç Nehri Havzası’nda Sıcaklık ve Yağış Değerlerinin Dönemsel Trend Analizi. European Journal of Science and Technology, 23, 750–760. https://doi.org/10.31590/ejosat.882937
- Gardner, R. H., Hargrove, W. W., Turner, M. G., & Romme, W. H. (1996). Climate change, disturbances and landscape dynamics (Vol. 2). Cambridge University Press Cambridge.
- Gedefaw, M., Yan, D., Wang, H., Qin, T., Girma, A., Abiyu, A., & Batsuren, D. (2018). Innovative trend analysis of annual and seasonal rainfall variability in Amhara Regional State, Ethiopia. Atmosphere, 9(9). https://doi.org/10.3390/atmos9090326
- Gocic, M., & Trajkovic, S. (2013). Analysis of changes in meteorological variables using Mann-Kendall and Sen’s slope estimator statistical tests in Serbia. Global and Planetary Change, 100, 172–182. https://doi.org/10.1016/j.gloplacha.2012.10.014
- Gumus, V. (2019). Spatio-temporal precipitation and temperature trend analysis of the Seyhan–Ceyhan River Basins, Turkey. Meteorological Applications, 26(3), 369–384. https://doi.org/10.1002/met.1768
- Gumus, V., Simsek, O., & Avsaroglu, Y. (2022). Evaluation of long-term monthly mean streamflow trend in the Mediterranean basins using different methods. Theoretical and Applied Climatology, 0123456789. https://doi.org/10.1007/s00704-022-04293-0
- Gumus, V., Simsek, O., Avsaroglu, Y., & Agun, B. (2021). Spatio‐temporal trend analysis of drought in the GAP Region, Turkey. Natural Hazards, 109(2), 1759–1776. https://doi.org/10.1007/s11069-021-04897-1
- Hadi, S. J., & Tombul, M. (2018). Long-term spatiotemporal trend analysis of precipitation and temperature over Turkey. Meteorological Applications, 25(3), 445–455. https://doi.org/10.1002/met.1712
- Haktanir, T., & Citakoglu, H. (2014). Trend, independence, stationarity, and homogeneity tests on maximum rainfall series of standard durations recorded in Turkey. Journal of Hydrologic Engineering, 19(9), 5014009.
- Hırca, T., Eryılmaz Türkkan, G., & Niazkar, M. (2022). Applications of innovative polygonal trend analyses to precipitation series of Eastern Black Sea Basin, Turkey. Theoretical and Applied Climatology, 147(1–2), 651–667. https://doi.org/10.1007/s00704-021-03837-0
- Kahya, E., & Kalayci, S. (2004). Trend analysis of streamflow in Turkey. Journal of Hydrology, 289(1–4), 128–144. https://doi.org/10.1016/j.jhydrol.2003.11.006
- Karabulut, M., & Cosun, F. (2019). Kahramanmaraş İlinde Yağışların Trend Analizi (Precipitation Trend Analyses in Kahramanmaraş). SSRN Electronic Journal, 7(1), 65–83. https://doi.org/10.2139/ssrn.3417845
- Katipoğlu, O. M., Acar, R., Şenocak, S., & Şengül, S. (2022). Assessment of meteorological drought trends in the Euphrates Basin, Turkey. Arabian Journal of Geosciences, 15(6). https://doi.org/10.1007/s12517-021-08482-5
- Katipoglu, O. M., Yeşilyurt, S. N., & Dalkılıç, H. Y. (2022). Trend analysis of hydrological droughts in Yeşilırmak basin by Mann Kendall and Sen Innovative Trend Analysis. Gümüşhane Üniversitesi Fen Bilimleri Enstitüsü Dergisi, 12(2), 422–442. https://doi.org/10.17714/gumusfenbil.1026893
- Kendall, M. G. (1975). Rank correlation methods. Griffin, London. Kendall MG.
- Keskiner, A. D., & Çetin, M. (2023). Kuraklık Gidiş ve Büyüklüğünün Zaman ve Mekan Boyutunda Belirlenmesi: Güneydoğu Anadolu Projesi (GAP) Alanında Bir Uygulama. Politeknik Dergisi, 26(3), 1079–1089. https://doi.org/10.2339/politeknik.1000596
- Kılıçer, Ü. (2000). Meteorolojik kaynaklı doğal afetler. Alt Komisyon Raporu, Ankara, Türkiye.
- Kızılelma, Y., Çelik, M. A., & Karabulut, M. (2010). İç Anadolu Bölgesinde sıcaklık ve yağışların trend analizi. Türk Coğrafya Dergisi, 64, 1–10.
- Kocaoğlu, E., & Çağlıyan, A. (2022). Çanakkale Yağiş GözlemİstasyonlarininHomojenli̇k Durumu Ve Yillik Yağişlarin TrenAnali̇zi̇. Fırat Üniversitesi Sosyal Bilimler Dergisi, 32(2), 391–408. https://doi.org/10.18069/firatsbed.1050556
- Mann, H. B. (1945). Nonparametric Tests Against Trend Author ( s ): Henry B . Mann Published by : The Econometric Society Stable URL : https://www.jstor.org/stable/1907187 REFERENCES Linked references are available on JSTOR for this article : You may need to log in to JSTOR. Econometrica, 13(3), 245–259.
- Mersin, D., Gulmez, A., Safari, M. J. S., Vaheddoost, B., & Tayfur, G. (2022). Drought Assessment in the Aegean Region of Turkey. Pure and Applied Geophysics, 179(8), 3035–3053. https://doi.org/10.1007/s00024-022-03089-7
- Mersin, D., Tayfur, G., Vaheddoost, B., & Safari, M. J. S. (2022). Historical Trends Associated with Annual Temperature and Precipitation in Aegean Turkey, Where Are We Heading? Sustainability (Switzerland), 14(20). https://doi.org/10.3390/su142013380
- Myronidis, D., Ioannou, K., Fotakis, D., & Dörflinger, G. (2018). Streamflow and hydrological drought trend analysis and forecasting in Cyprus. Water Resources Management, 32, 1759–1776.
- Özfidaner, M., & Topaloğ, F. (2020). Standart Yağış İndeksi Yöntemi ile Güneydoğu Anadolu Bölgesinde Kuraklık Analizi. Toprak Su Dergisi, 9(2), 130–136. https://doi.org/10.21657/topraksu.767002
- Partal, T., & Yavuz, E. (2020). Application of Trend Analysis on Drought Indices in the West Black Sea Region. Artvin Çoruh University Journal of Natural Hazards and Environment, 6(2), 345–353. https://doi.org/10.21324/dacd.643161
- Pour, S. H., Wahab, A. K. A., & Shahid, S. (2020). Spatiotemporal changes in aridity and the shift of drylands in Iran. Atmospheric Research, 233(July 2019), 104704. https://doi.org/10.1016/j.atmosres.2019.104704
- Sa’adi, Z., Shahid, S., Ismail, T., Chung, E.-S., & Wang, X.-J. (2019). Trends analysis of rainfall and rainfall extremes in Sarawak, Malaysia using modified Mann–Kendall test. Meteorology and Atmospheric Physics, 131, 263–277.
- Şan, M., Akçay, F., Linh, N. T. T., Kankal, M., & Pham, Q. B. (2021). Innovative and polygonal trend analyses applications for rainfall data in Vietnam. Theoretical and Applied Climatology, 144(3–4), 809–822. https://doi.org/10.1007/s00704-021-03574-4
- Sen, Z., Sisman, E., Dabanli, I. (2019). Innovative Polygon Trend Analysis (IPTA) and applications. Journal of Hydrology, 575, 202–210.
- Şen, Zekai. (2017). Innovative trend significance test and applications. Theoretical and Applied Climatology, 127(3–4), 939–947. https://doi.org/10.1007/s00704-015-1681-x
- Şen, Zekâi. (2012). Innovative Trend Analysis Methodology. Journal of Hydrologic Engineering, 17(9), 1042–1046. https://doi.org/10.1061/(asce)he.1943-5584.0000556
- Şen, Zekâi, Şişman, E., & Dabanli, I. (2019). Innovative Polygon Trend Analysis (IPTA) and applications. Journal of Hydrology, 575(April), 202–210. https://doi.org/10.1016/j.jhydrol.2019.05.028
- Simsek, O., Yildiz-Bozkurt, S., & Gumus, V. (2023). Analysis of meteorological drought with different methods in the Black Sea region, Turkey. Acta Geophysica, 0123456789. https://doi.org/10.1007/s11600-023-01099-0
- Tayfur, G. (2021). Discrepancy precipitation index for monitoring meteorological drought. Journal of Hydrology, 597(March), 126174. https://doi.org/10.1016/j.jhydrol.2021.126174
- WMO. (2023). Guidelines on the Defintion and Characterization of Extreme Weather and Climate Events. In Wmo (Issue 1310).
- Wu, H., & Qian, H. (2017). Innovative trend analysis of annual and seasonal rainfall and extreme values in Shaanxi, China, since the 1950s. International Journal of Climatology, 37(5), 2582–2592. https://doi.org/10.1002/joc.4866
- Yue, S., Pilon, P., & Phinney, B. (2003). Canadian streamflow trend detection: Impacts of serial and cross-correlation. Hydrological Sciences Journal, 48(1), 51–63. https://doi.org/10.1623/hysj.48.1.51.43478