Trend Analysis of Meteorological Variables: Rainfall and Temperature
Vol. 7 No. 11 (2021): November
Research Articles
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Doi: 10.28991/cej-2021-03091765
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[1] Karmeshu Supervisor Frederick Scatena, Neha N. "Trend Detection in Annual Temperature & Precipitation Using the Mann Kendall Test – A Case Study to Assess Climate Change on Select States in the Northeastern United States.” Mausam 66, no. 1 (2015): 1–6. http://repository.upenn.edu/mes_capstones/47.
[2] Trajkovic, Slavisa, and Srdjan Kolakovic. "Evaluation of Reference Evapotranspiration Equations under Humid Conditions.” Water Resources Management 23, no. 14 (2009): 3057–67. doi:10.1007/s11269-009-9423-4.
[3] Storch, Hans von. "Misuses of Statistical Analysis in Climate Research.” In Analysis of Climate Variability, 11–26. Berlin: Springer, 1999. doi:10.1007/978-3-662-03744-7_2.
[4] Goswami, B. N., V. Venugopal, D. Sangupta, M. S. Madhusoodanan, and Prince K. Xavier. "Increasing Trend of Extreme Rain Events over India in a Warming Environment.” Science 314, no. 5804 (2006): 1442–45. doi:10.1126/science.1132027.
[5] Ali, Rawshan, Alban Kuriqi, Shadan Abubaker, and Ozgur Kisi. "Long-Term Trends and Seasonality Detection of the Observed Flow in Yangtze River Using Mann-Kendall and Sen's Innovative Trend Method.” Water (Switzerland) 11, no. 9 (2019): 18–55. doi:10.3390/w11091855.
[6] Noori, Roohollah, Fuqiang Tian, Ronny Berndtsson, Mahmud Reza Abbasi, Mohammadreza Vesali Naseh, Anahita Modabberi, Ali Soltani, and Bjí¸rn Klí¸ve. "Recent and Future Trends in Sea Surface Temperature across the Persian Gulf and Gulf of Oman.” PLoS ONE 14, no. 2 (2019): 2. doi:10.1371/journal.pone.0212790.
[7] Abdellatif Khattabi., Abdelouahid Chriyaa., Ali Hammani and Moudoud Brahim ‘'Vulnérabilités climatiques et stratégies de développement'': Synthèse et recommandations stratégiques pour une prise en compte du risque « climat » dans les politiques et stratégies sectorielles (March 2014). doi:10.13140/RG.2.1.3081.2562.
[8] Change, C. "Synthesis Report: Contribution of Working Groups I, II and III to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change Core Writing Team.” In IPCC, Geneva, Switzerland, 104. Geneva, Switzerland, 104 pp: IPCC, 2007.
[9] Bouhali, H., and J. Payen. "Etude d'impact Des Changements Climatiques Sur Les Ressources En Eau et Les Risques d'inondations Dans La Vallée d'Arghen -Bassin de Souss-Massa, Experts-Solidaires Septe.” Ecole Hassanya Des Travaux Publics Avec Jean Payen, Experts-Solidaires (September, 2019): 116. Available online: https://experts-solidaires.org/wp-content/uploads/2020/01/Rapport-Changement-Climatique-et-Ressources-en-Eau-dans-la-vallée-dArghen-Juil-2019.pdf (accessed on April 2021).
[10] "Plan Directeur d'Aménagement Intégré des Ressources en Eau 2010 Hydraulic Agency of Souss an Massa ABHSM,”.
[11] El Kasri, Jada, Abdelaziz Lahmili, Ouadif Latifa, Lahcen Bahi, and Halima Soussi. "Comparison of the Relevance and the Performance of Filling in Gaps Methods in Climate Datasets.” Advances in Intelligent Systems and Computing 913, no. 5 (2019): 13–21. doi:10.1007/978-3-030-11881-5_2.
[12] Chinasho, Alefu, Bobe Bedadi, Tesfaye Lemma, Tamado Tana, Tilahun Hordofa, and Bisrat Elias. "Evaluation of Seven Gap-Filling Techniques for Daily Station-Based Rainfall Datasets in South Ethiopia.” Edited by Stefano Federico. Advances in Meteorology 2021 (August 18, 2021): 1–15. doi:10.1155/2021/9657460.
[13] Mavromatis, T., and D. Stathis. "Response of the Water Balance in Greece to Temperature and Precipitation Trends.” Theoretical and Applied Climatology 104, no. 1–2 (2011): 13–24. doi:10.1007/s00704-010-0320-9.
[14] Yue, Sheng, and Chun Yuan Wang. "The Mann-Kendall Test Modified by Effective Sample Size to Detect Trend in Serially Correlated Hydrological Series.” Water Resources Management 18, no. 3 (2004): 201–18. doi:10.1023/B:WARM.0000043140.61082.60.
[15] Tabari, Hossein, Safar Marofi, Ali Aeini, Parisa Hosseinzadeh Talaee, and Kurosh Mohammadi. "Trend Analysis of Reference Evapotranspiration in the Western Half of Iran.” Agricultural and Forest Meteorology 151, no. 2 (2011): 128–36. doi:10.1016/j.agrformet.2010.09.009.
[16] Nicola Crichton. "Kendall's Tau.” Blackwell Publishing. Available online: http://www.blackwellpublishing.com/ specialarticles/jcn_10_715.pdf (accessed on April 2021).
[17] Önöz, Bihrat, and Mehmetçik Bayazit. "The Power of Statistical Tests for Trend Detection.” Turkish Journal of Engineering and Environmental Sciences 27, no. 4 (2003): 247–51. doi:10.3906/sag-1205-120.
[18] Drápela, Karel, and Ida Drápelová. "Application of Mann-Kendall test and the Sen's slope estimates for trend detection in deposition data from Bílí½ KŠ™íŠ¾ (Beskydy Mts., the Czech Republic) 1997-2010." Beskydy 4, no. 2 (2011): 133-146.
[19] Silva, Richarde Marques da, Celso A.G. Santos, Madalena Moreira, Joí£o Corte-Real, Valeriano C.L. Silva, and Isabella C. Medeiros. "Rainfall and River Flow Trends Using Mann–Kendall and Sen's Slope Estimator Statistical Tests in the Cobres River Basin.” Natural Hazards 77, no. 2 (2015): 1205–21. doi:10.1007/s11069-015-1644-7.
[20] Atta-ur-Rahman, and Muhammad Dawood. "Spatio-Statistical Analysis of Temperature Fluctuation Using Mann–Kendall and Sen's Slope Approach.” Climate Dynamics 48, no. 3–4 (2017): 783–97. doi:10.1007/s00382-016-3110-y.
[21] Sen, Pranab Kumar. "Estimates of the Regression Coefficient Based on Kendall's Tau.” Journal of the American Statistical Association 63, no. 324 (1968): 1379–89. doi:10.1080/01621459.1968.10480934.
[22] Bodansky, Daniel. "The United Nations framework convention on climate change: a commentary." Yale J. Int'l l. 18 (1993): 451.
[23] Abahous, H., A. Sifeddine, L. Bouchaou, J. Ronchail, Z. E. A. El Morjani, Y. Ait Brahim, L. Kenny, and B. Bouakkaz. "Inter-annual variability of precipitation in the Souss Massa region and linkage of the North Atlantic Oscillation." J. Mater. Environ. Sci 9 (2018): 2023-2031.
[24] Environnement Azad. "Elaboration Du Plan Territorial de Lutte Contre Le Réchauffement Climatique (PTRC) de La Région Souss Massa Volet Atténuation,” (2017).
[2] Trajkovic, Slavisa, and Srdjan Kolakovic. "Evaluation of Reference Evapotranspiration Equations under Humid Conditions.” Water Resources Management 23, no. 14 (2009): 3057–67. doi:10.1007/s11269-009-9423-4.
[3] Storch, Hans von. "Misuses of Statistical Analysis in Climate Research.” In Analysis of Climate Variability, 11–26. Berlin: Springer, 1999. doi:10.1007/978-3-662-03744-7_2.
[4] Goswami, B. N., V. Venugopal, D. Sangupta, M. S. Madhusoodanan, and Prince K. Xavier. "Increasing Trend of Extreme Rain Events over India in a Warming Environment.” Science 314, no. 5804 (2006): 1442–45. doi:10.1126/science.1132027.
[5] Ali, Rawshan, Alban Kuriqi, Shadan Abubaker, and Ozgur Kisi. "Long-Term Trends and Seasonality Detection of the Observed Flow in Yangtze River Using Mann-Kendall and Sen's Innovative Trend Method.” Water (Switzerland) 11, no. 9 (2019): 18–55. doi:10.3390/w11091855.
[6] Noori, Roohollah, Fuqiang Tian, Ronny Berndtsson, Mahmud Reza Abbasi, Mohammadreza Vesali Naseh, Anahita Modabberi, Ali Soltani, and Bjí¸rn Klí¸ve. "Recent and Future Trends in Sea Surface Temperature across the Persian Gulf and Gulf of Oman.” PLoS ONE 14, no. 2 (2019): 2. doi:10.1371/journal.pone.0212790.
[7] Abdellatif Khattabi., Abdelouahid Chriyaa., Ali Hammani and Moudoud Brahim ‘'Vulnérabilités climatiques et stratégies de développement'': Synthèse et recommandations stratégiques pour une prise en compte du risque « climat » dans les politiques et stratégies sectorielles (March 2014). doi:10.13140/RG.2.1.3081.2562.
[8] Change, C. "Synthesis Report: Contribution of Working Groups I, II and III to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change Core Writing Team.” In IPCC, Geneva, Switzerland, 104. Geneva, Switzerland, 104 pp: IPCC, 2007.
[9] Bouhali, H., and J. Payen. "Etude d'impact Des Changements Climatiques Sur Les Ressources En Eau et Les Risques d'inondations Dans La Vallée d'Arghen -Bassin de Souss-Massa, Experts-Solidaires Septe.” Ecole Hassanya Des Travaux Publics Avec Jean Payen, Experts-Solidaires (September, 2019): 116. Available online: https://experts-solidaires.org/wp-content/uploads/2020/01/Rapport-Changement-Climatique-et-Ressources-en-Eau-dans-la-vallée-dArghen-Juil-2019.pdf (accessed on April 2021).
[10] "Plan Directeur d'Aménagement Intégré des Ressources en Eau 2010 Hydraulic Agency of Souss an Massa ABHSM,”.
[11] El Kasri, Jada, Abdelaziz Lahmili, Ouadif Latifa, Lahcen Bahi, and Halima Soussi. "Comparison of the Relevance and the Performance of Filling in Gaps Methods in Climate Datasets.” Advances in Intelligent Systems and Computing 913, no. 5 (2019): 13–21. doi:10.1007/978-3-030-11881-5_2.
[12] Chinasho, Alefu, Bobe Bedadi, Tesfaye Lemma, Tamado Tana, Tilahun Hordofa, and Bisrat Elias. "Evaluation of Seven Gap-Filling Techniques for Daily Station-Based Rainfall Datasets in South Ethiopia.” Edited by Stefano Federico. Advances in Meteorology 2021 (August 18, 2021): 1–15. doi:10.1155/2021/9657460.
[13] Mavromatis, T., and D. Stathis. "Response of the Water Balance in Greece to Temperature and Precipitation Trends.” Theoretical and Applied Climatology 104, no. 1–2 (2011): 13–24. doi:10.1007/s00704-010-0320-9.
[14] Yue, Sheng, and Chun Yuan Wang. "The Mann-Kendall Test Modified by Effective Sample Size to Detect Trend in Serially Correlated Hydrological Series.” Water Resources Management 18, no. 3 (2004): 201–18. doi:10.1023/B:WARM.0000043140.61082.60.
[15] Tabari, Hossein, Safar Marofi, Ali Aeini, Parisa Hosseinzadeh Talaee, and Kurosh Mohammadi. "Trend Analysis of Reference Evapotranspiration in the Western Half of Iran.” Agricultural and Forest Meteorology 151, no. 2 (2011): 128–36. doi:10.1016/j.agrformet.2010.09.009.
[16] Nicola Crichton. "Kendall's Tau.” Blackwell Publishing. Available online: http://www.blackwellpublishing.com/ specialarticles/jcn_10_715.pdf (accessed on April 2021).
[17] Önöz, Bihrat, and Mehmetçik Bayazit. "The Power of Statistical Tests for Trend Detection.” Turkish Journal of Engineering and Environmental Sciences 27, no. 4 (2003): 247–51. doi:10.3906/sag-1205-120.
[18] Drápela, Karel, and Ida Drápelová. "Application of Mann-Kendall test and the Sen's slope estimates for trend detection in deposition data from Bílí½ KŠ™íŠ¾ (Beskydy Mts., the Czech Republic) 1997-2010." Beskydy 4, no. 2 (2011): 133-146.
[19] Silva, Richarde Marques da, Celso A.G. Santos, Madalena Moreira, Joí£o Corte-Real, Valeriano C.L. Silva, and Isabella C. Medeiros. "Rainfall and River Flow Trends Using Mann–Kendall and Sen's Slope Estimator Statistical Tests in the Cobres River Basin.” Natural Hazards 77, no. 2 (2015): 1205–21. doi:10.1007/s11069-015-1644-7.
[20] Atta-ur-Rahman, and Muhammad Dawood. "Spatio-Statistical Analysis of Temperature Fluctuation Using Mann–Kendall and Sen's Slope Approach.” Climate Dynamics 48, no. 3–4 (2017): 783–97. doi:10.1007/s00382-016-3110-y.
[21] Sen, Pranab Kumar. "Estimates of the Regression Coefficient Based on Kendall's Tau.” Journal of the American Statistical Association 63, no. 324 (1968): 1379–89. doi:10.1080/01621459.1968.10480934.
[22] Bodansky, Daniel. "The United Nations framework convention on climate change: a commentary." Yale J. Int'l l. 18 (1993): 451.
[23] Abahous, H., A. Sifeddine, L. Bouchaou, J. Ronchail, Z. E. A. El Morjani, Y. Ait Brahim, L. Kenny, and B. Bouakkaz. "Inter-annual variability of precipitation in the Souss Massa region and linkage of the North Atlantic Oscillation." J. Mater. Environ. Sci 9 (2018): 2023-2031.
[24] Environnement Azad. "Elaboration Du Plan Territorial de Lutte Contre Le Réchauffement Climatique (PTRC) de La Région Souss Massa Volet Atténuation,” (2017).
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