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                <full_title>Interpretation</full_title>
                <issn media_type="print">2324-8858</issn>
                <issn media_type="electronic">2324-8866</issn>
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                <titles>
                  <title>Innovative polygon trend analysis application for rainfall trends analysis in the Mekerra watershed (Northwest of Algeria)</title>
                </titles>
                <contributors>
                  <person_name sequence="first" contributor_role="author">
                    <given_name>M. A.</given_name>
                    <surname>Benabdelkrim</surname>
                    <affiliations>
                      <institution>
                        <institution_name>Tlemcen University 1 , Department of Hydraulics, Faculty of Technology, Tlemcen, Algeria and , EOLE Laboratory, Tlemcen, Algeria. mohammedelamin.benabdelkrim@univ-tlemcen.dz (corresponding author)</institution_name>
                      </institution>
                      <institution>
                        <institution_name>Tlemcen University 1 , Department of Hydraulics, Faculty of Technology, Tlemcen, Algeria and , EOLE Laboratory, Tlemcen, Algeria. mohammedelamin.benabdelkrim@univ-tlemcen.dz (corresponding author)</institution_name>
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                    <ORCID>http://orcid.org/0009-0006-1553-8112</ORCID>
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                  <person_name sequence="additional" contributor_role="author">
                    <given_name>A. N.</given_name>
                    <surname>Ghenim</surname>
                    <affiliations>
                      <institution>
                        <institution_name>Tlemcen University 1 , Department of Hydraulics, Faculty of Technology, Tlemcen, Algeria and , EOLE Laboratory, Tlemcen, Algeria. anghenim61@gmail.com</institution_name>
                      </institution>
                      <institution>
                        <institution_name>Tlemcen University 1 , Department of Hydraulics, Faculty of Technology, Tlemcen, Algeria and , EOLE Laboratory, Tlemcen, Algeria. anghenim61@gmail.com</institution_name>
                      </institution>
                    </affiliations>
                    <ORCID>http://orcid.org/0009-0004-7259-4159</ORCID>
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                  <person_name sequence="additional" contributor_role="author">
                    <given_name>A.</given_name>
                    <surname>Megnounif</surname>
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                      <institution>
                        <institution_name>Tlemcen University 1 , Department of Hydraulics, Faculty of Technology, Tlemcen, Algeria and , EOLE Laboratory, Tlemcen, Algeria. megno-unif_aslam@yahoo.fr</institution_name>
                      </institution>
                      <institution>
                        <institution_name>Tlemcen University 1 , Department of Hydraulics, Faculty of Technology, Tlemcen, Algeria and , EOLE Laboratory, Tlemcen, Algeria. megno-unif_aslam@yahoo.fr</institution_name>
                      </institution>
                    </affiliations>
                    <ORCID>http://orcid.org/0000-0003-3386-5708</ORCID>
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                  <person_name sequence="additional" contributor_role="author">
                    <given_name>H.</given_name>
                    <surname>Abida</surname>
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                      <institution>
                        <institution_name>University of Sfax 2 , GEOMODELE Laboratory, Faculty of Sciences, Sfax, Tunisia. habibabida62@gmail.com</institution_name>
                      </institution>
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                  </person_name>
                  <person_name sequence="additional" contributor_role="author">
                    <given_name>C.</given_name>
                    <surname>Abdelbaki</surname>
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                      <institution>
                        <institution_name>Tlemcen University 1 , Department of Hydraulics, Faculty of Technology, Tlemcen, Algeria and , EOLE Laboratory, Tlemcen, Algeria. abdelbakicherifa@yahoo.fr</institution_name>
                      </institution>
                      <institution>
                        <institution_name>Tlemcen University 1 , Department of Hydraulics, Faculty of Technology, Tlemcen, Algeria and , EOLE Laboratory, Tlemcen, Algeria. abdelbakicherifa@yahoo.fr</institution_name>
                      </institution>
                    </affiliations>
                    <ORCID>http://orcid.org/0000-0002-7100-7467</ORCID>
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                  <person_name sequence="additional" contributor_role="author">
                    <given_name>O.</given_name>
                    <surname>Ghenim</surname>
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                      <institution>
                        <institution_name>Mascara University 3 , Faculty of Science and Technology, Mascara, Algeria. omarghenim29@gmail.com</institution_name>
                      </institution>
                    </affiliations>
                    <ORCID>http://orcid.org/0000-0002-0611-1786</ORCID>
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                    <given_name>S.</given_name>
                    <surname>Kantoush</surname>
                    <affiliations>
                      <institution>
                        <institution_name>Kyoto University 4 , Disaster Prevention Research Institute (DPRI), Kyoto, Japan. kantoush.samehahmed.2n@kyoto-u.ac.jp</institution_name>
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                    </affiliations>
                    <ORCID>http://orcid.org/0000-0003-0919-5097</ORCID>
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                    <given_name>M.</given_name>
                    <surname>Saber</surname>
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                      <institution>
                        <institution_name>Kyoto University 4 , Disaster Prevention Research Institute (DPRI), Kyoto, Japan. mohamedmd.saber.3u@kyoto-u.ac.jp</institution_name>
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                    <ORCID>http://orcid.org/0000-0003-2420-8132</ORCID>
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                    <given_name>T.</given_name>
                    <surname>Sumi</surname>
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                        <institution_name>Kyoto University 4 , Disaster Prevention Research Institute (DPRI), Kyoto, Japan. sumi.tetsuya.2s@kyoto-u.ac.jp</institution_name>
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                    <ORCID>http://orcid.org/0000-0002-1423-7477</ORCID>
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                  <jats:title>Abstract</jats:title>
                  <jats:p>In semiarid climates, precipitation is the most important hydrometeorological event, as it remains the main source of water. In the context of climate change, the analysis of its spatio-temporal trends provides useful information for effective planning and management of water resources. Daily rainfall data collected from 12 meteorological stations in the downstream Mekkera Basin, Northwest Algeria, between 1975 and 2011 were analyzed using the innovative polygon trend analysis method. The analysis focused on trends in average monthly rainfall, average number of rainy days, average daily intensity, maximum daily rainfall, and maximum number of dry days per month. The results reveal a contrasting trend in monthly precipitation averages between dry and wet season months. Precipitation drops by 55 times during the spring months, with a significant decrease in February and March. In winter, there was a less noticeable decrease, though the intensity of maximum daily events increased. August and September show a significant increase in maximum daily precipitation across all stations, consistent with the overall 52 detected cases of increasing rainfall in the dry season. In addition, 70% of time series show that an increase in rainy days led to a decrease in the maximum number of dry days, whereas 52% of time series with fewer rainy days experienced more dry days. These findings offer crucial insights that can assist water managers in developing adaptive strategies to tackle the changing precipitation patterns in the region.</jats:p>
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                  <month>03</month>
                  <day>06</day>
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                  <citation key="2025120914143679300_r1">
                    <journal_title>Arabian Journal of Geosciences</journal_title>
                    <author>Achite</author>
                    <volume>14</volume>
                    <cYear>2021</cYear>
                    <doi provider="crossref">10.1007/s12517-021-08221-w</doi>
                    <article_title>Analysis of temporal and spatial rainfall variability over the Wadi Sly basin, Algeria</article_title>
                  </citation>
                  <citation key="2025120914143679300_r2">
                    <journal_title>Sustainability</journal_title>
                    <author>Achite</author>
                    <volume>13</volume>
                    <cYear>2021</cYear>
                    <doi provider="crossref">10.3390/su132212674</doi>
                    <article_title>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 semi-arid area</article_title>
                  </citation>
                  <citation key="2025120914143679300_r3">
                    <issn>0167-6369</issn>
                    <journal_title>Environmental Monitoring and Assessment</journal_title>
                    <author>Achite</author>
                    <volume>195</volume>
                    <cYear>2023</cYear>
                    <doi provider="crossref">10.1007/s10661-023-11236-3</doi>
                    <article_title>Analysis of monthly average precipitation of Wadi Ouahrane basin in Algeria by using the ITRA, ITPAM, and TPS methods</article_title>
                  </citation>
                  <citation key="2025120914143679300_r4">
                    <journal_title>Stochastic Environmental Research and Risk Assessment</journal_title>
                    <author>Ahmed</author>
                    <volume>36</volume>
                    <first_page>811</first_page>
                    <cYear>2022</cYear>
                    <doi provider="crossref">10.1007/s00477-021-02067-0</doi>
                    <article_title>Changes in monthly streamflow in the Hindukush–Karakoram–Himalaya Region of Pakistan using innovative polygon trend analysis</article_title>
                  </citation>
                  <citation key="2025120914143679300_r5">
                    <issn>0094-8276</issn>
                    <journal_title>Geophysical Research Letters</journal_title>
                    <author>Alpert</author>
                    <volume>29</volume>
                    <first_page>31-1</first_page>
                    <cYear>2002</cYear>
                    <doi provider="crossref">10.1029/2001GL013554</doi>
                    <article_title>The paradoxical increase of Mediterranean extreme daily rainfall in spite of decrease in total values</article_title>
                  </citation>
                  <citation key="2025120914143679300_r6">
                    <journal_title>Arabian Journal of Geosciences</journal_title>
                    <author>Benabdelkrim</author>
                    <volume>15</volume>
                    <cYear>2022</cYear>
                    <doi provider="crossref">10.1007/s12517-022-10991-w</doi>
                    <article_title>Precipitation trend analysis in Macta basin (northwest of Algeria)</article_title>
                  </citation>
                  <citation key="2025120914143679300_r7">
                    <issn>1561-8633</issn>
                    <journal_title>Natural Hazards and Earth System Sciences</journal_title>
                    <author>Benhamrouche</author>
                    <volume>15</volume>
                    <first_page>617</first_page>
                    <cYear>2015</cYear>
                    <doi provider="crossref">10.5194/nhess-15-617-2015</doi>
                    <article_title>Spatial distribution of the daily precipitation concentration index in Algeria</article_title>
                  </citation>
                  <citation key="2025120914143679300_r8">
                    <journal_title>Arabian Journal of Geosciences</journal_title>
                    <author>Benzater</author>
                    <volume>12</volume>
                    <cYear>2019</cYear>
                    <doi provider="crossref">10.1007/s12517-019-4488-8</doi>
                    <article_title>Spatio-temporal trends in daily maximum rainfall in northwestern Algeria (Macta watershed case, Algeria)</article_title>
                  </citation>
                  <citation key="2025120914143679300_r9">
                    <journal_title>Arabian Journal of Geosciences</journal_title>
                    <author>Benzater</author>
                    <volume>14</volume>
                    <cYear>2021</cYear>
                    <doi provider="crossref">10.1007/s12517-021-06636-z</doi>
                    <article_title>Extreme rain trend analysis in Macta watershed North West Algeria</article_title>
                  </citation>
                  <citation key="2025120914143679300_r10">
                    <journal_title>Journal of Water and Land Development</journal_title>
                    <author>Bessaklia</author>
                    <volume>36</volume>
                    <first_page>3</first_page>
                    <cYear>2018</cYear>
                    <doi provider="crossref">10.2478/jwld-2018-0001</doi>
                    <article_title>Spatial variability of concentration and aggressiveness of precipitation in North-East of Algeria</article_title>
                  </citation>
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                    <journal_title>Arabian Journal of Geosciences</journal_title>
                    <author>Boudiaf</author>
                    <volume>15</volume>
                    <cYear>2022</cYear>
                    <doi provider="crossref">10.1007/s12517-022-10907-8</doi>
                    <article_title>North coast Algerian rainfall monthly trend analysis using innovative polygon trend analysis (IPTA)</article_title>
                  </citation>
                  <citation key="2025120914143679300_r12">
                    <journal_title>Water</journal_title>
                    <author>Boulmaiz</author>
                    <volume>14</volume>
                    <cYear>2022</cYear>
                    <doi provider="crossref">10.3390/w14030423</doi>
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                  </citation>
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                    <issn>0899-8418</issn>
                    <journal_title>International Journal of Climatology</journal_title>
                    <author>Brugnara</author>
                    <volume>32</volume>
                    <first_page>1406</first_page>
                    <cYear>2012</cYear>
                    <doi provider="crossref">10.1002/joc.2363</doi>
                    <article_title>High-resolution analysis of daily precipitation trends in the central Alps over the last century: Daily precipitation trends in the central ALPS</article_title>
                  </citation>
                  <citation key="2025120914143679300_r14">
                    <issn>0920-4741</issn>
                    <journal_title>Water Resources Management</journal_title>
                    <author>Caloiero</author>
                    <volume>32</volume>
                    <first_page>4971</first_page>
                    <cYear>2018</cYear>
                    <doi provider="crossref">10.1007/s11269-018-2117-z</doi>
                    <article_title>Application of the innovative trend analysis method for the trend analysis of rainfall anomalies in Southern Italy</article_title>
                  </citation>
                  <citation key="2025120914143679300_r15">
                    <issn>1561-8633</issn>
                    <journal_title>Natural Hazards and Earth System Sciences</journal_title>
                    <author>Caloiero</author>
                    <volume>11</volume>
                    <first_page>1683</first_page>
                    <cYear>2011</cYear>
                    <doi provider="crossref">10.5194/nhess-11-1683-2011</doi>
                    <article_title>Precipitation change in Southern Italy linked to global scale oscillation indexes</article_title>
                  </citation>
                  <citation key="2025120914143679300_r16">
                    <journal_title>Journal of Water and Climate Change</journal_title>
                    <author>Ceribasi</author>
                    <volume>12</volume>
                    <first_page>1532</first_page>
                    <cYear>2021</cYear>
                    <doi provider="crossref">10.2166/wcc.2020.253</doi>
                    <article_title>Analysis of total monthly precipitation of Susurluk Basin in Turkey using innovative polygon trend analysis method</article_title>
                  </citation>
                  <citation key="2025120914143679300_r17">
                    <journal_title>Acta Geophysica</journal_title>
                    <author>Ceribasi</author>
                    <volume>69</volume>
                    <first_page>1949</first_page>
                    <cYear>2021</cYear>
                    <doi provider="crossref">10.1007/s11600-021-00632-3</doi>
                    <article_title>Analysis of temperature data by using innovative polygon trend analysis and trend polygon star concept methods: A case study for Susurluk Basin, Turkey</article_title>
                  </citation>
                  <citation key="2025120914143679300_r18">
                    <journal_title>Journal of Water and Climate Change</journal_title>
                    <author>Ceyhunlu</author>
                    <volume>15</volume>
                    <first_page>2446</first_page>
                    <cYear>2024</cYear>
                    <doi provider="crossref">10.2166/wcc.2024.041</doi>
                    <article_title>Changes in precipitation and air temperature over Turkey using innovative trend pivot analysis method</article_title>
                  </citation>
                  <citation key="2025120914143679300_r19">
                    <issn>1561-8633</issn>
                    <journal_title>Natural Hazards and Earth System Sciences</journal_title>
                    <author>Gaetani</author>
                    <volume>11</volume>
                    <first_page>2469</first_page>
                    <cYear>2011</cYear>
                    <doi provider="crossref">10.5194/nhess-11-2469-2011</doi>
                    <article_title>Jetstream and rainfall distribution in the Mediterranean region</article_title>
                  </citation>
                  <citation key="2025120914143679300_r20">
                    <volume_title>The Mediterranean region under climate change</volume_title>
                    <author>Gaume</author>
                    <first_page>133</first_page>
                    <cYear>2016</cYear>
                    <doi provider="crossref">10.4000/books.irdeditions.23181</doi>
                  </citation>
                  <citation key="2025120914143679300_r21">
                    <journal_title>Sécheresse</journal_title>
                    <author>Ghenim</author>
                    <volume>24</volume>
                    <first_page>107</first_page>
                    <cYear>2013</cYear>
                    <doi provider="crossref">10.1684/sec.2013.0380</doi>
                    <article_title>Analysis of rainfall in Northwestern Algeria</article_title>
                  </citation>
                  <citation key="2025120914143679300_r22">
                    <issn>0921-030X</issn>
                    <journal_title>Natural Hazards</journal_title>
                    <author>Hamlaoui-Moulai</author>
                    <volume>65</volume>
                    <first_page>1293</first_page>
                    <cYear>2013</cYear>
                    <doi provider="crossref">10.1007/s11069-012-0411-2</doi>
                    <article_title>Detecting hydro-climatic change using spatiotemporal analysis of rainfall time series in Western Algeria</article_title>
                  </citation>
                  <citation key="2025120914143679300_r23">
                    <issn>1434-4483</issn>
                    <journal_title>Theoretical and Applied Climatology</journal_title>
                    <author>Hırca</author>
                    <volume>147</volume>
                    <first_page>651</first_page>
                    <cYear>2022</cYear>
                    <doi provider="crossref">10.1007/s00704-021-03837-0</doi>
                    <article_title>Applications of innovative polygonal trend analyses to precipitation series of Eastern Black Sea Basin, Turkey</article_title>
                  </citation>
                  <citation key="2025120914143679300_r24">
                    <journal_title>Journal of Applied Meteorology and Climatology</journal_title>
                    <author>Hussain</author>
                    <volume>61</volume>
                    <first_page>1861</first_page>
                    <cYear>2022</cYear>
                    <doi provider="crossref">10.1175/JAMC-D-22-0081.1</doi>
                    <article_title>Analysis of precipitation data using innovative trend pivot analysis method and trend polygon star concept: A case study of Soan River Basin, Potohar Pakistan</article_title>
                  </citation>
                  <citation key="2025120914143679300_r25">
                    <volume_title>Climate change 2007: The physical science basis: Contribution of Working Group I to the fourth assessment report of the intergovernmental panel on climate change</volume_title>
                    <author>IPCC</author>
                    <cYear>2007</cYear>
                  </citation>
                  <citation key="2025120914143679300_r26">
                    <volume_title>Rank correlation methods</volume_title>
                    <author>Kendall</author>
                    <cYear>1975</cYear>
                  </citation>
                  <citation key="2025120914143679300_r27">
                    <journal_title>Advances in Geosciences</journal_title>
                    <author>Llasat</author>
                    <volume>23</volume>
                    <first_page>47</first_page>
                    <cYear>2010</cYear>
                    <doi provider="crossref">10.5194/adgeo-23-47-2010</doi>
                    <article_title>High-impact floods and flash floods in Mediterranean countries: The FLASH preliminary database</article_title>
                  </citation>
                  <citation key="2025120914143679300_r28">
                    <issn>0022-1694</issn>
                    <journal_title>Journal of Hydrology</journal_title>
                    <author>Llasat</author>
                    <volume>541</volume>
                    <first_page>24</first_page>
                    <cYear>2016</cYear>
                    <doi provider="crossref">10.1016/j.jhydrol.2016.05.040</doi>
                    <article_title>Trends in flash flood events versus convective precipitation in the Mediterranean region: The case of Catalonia</article_title>
                  </citation>
                  <citation key="2025120914143679300_r29">
                    <issn>0098-1699</issn>
                    <journal_title>Econometrica</journal_title>
                    <author>Mann</author>
                    <volume>13</volume>
                    <first_page>245</first_page>
                    <cYear>1945</cYear>
                    <doi provider="crossref">10.2307/1907187</doi>
                    <article_title>Nonparametric tests against trend</article_title>
                  </citation>
                  <citation key="2025120914143679300_r30">
                    <journal_title>Arabian Journal of Geosciences</journal_title>
                    <author>Maref</author>
                    <volume>11</volume>
                    <cYear>2018</cYear>
                    <doi provider="crossref">10.1007/s12517-018-3461-2</doi>
                    <article_title>Modeling of flood generation in semi-arid catchment using a spatially distributed model: Case of study Wadi Mekerra catchment (Northwest Algeria)</article_title>
                  </citation>
                  <citation key="2025120914143679300_r31">
                    <issn>0930-7575</issn>
                    <journal_title>Climate Dynamics</journal_title>
                    <author>Mariotti</author>
                    <volume>44</volume>
                    <first_page>1437</first_page>
                    <cYear>2015</cYear>
                    <doi provider="crossref">10.1007/s00382-015-2487-3</doi>
                    <article_title>Long-term climate change in the Mediterranean region in the midst of decadal variability</article_title>
                  </citation>
                  <citation key="2025120914143679300_r32">
                    <issn>0920-4741</issn>
                    <journal_title>Water Resources Management</journal_title>
                    <author>Meddi</author>
                    <volume>24</volume>
                    <first_page>3817</first_page>
                    <cYear>2010</cYear>
                    <doi provider="crossref">10.1007/s11269-010-9635-7</doi>
                    <article_title>Temporal variability of annual rainfall in the macta and tafna catchments, Northwestern Algeria</article_title>
                  </citation>
                  <citation key="2025120914143679300_r34">
                    <journal_title>Algérie Rseaux</journal_title>
                    <author>Otmane</author>
                    <volume>32</volume>
                    <first_page>117</first_page>
                    <cYear>2019</cYear>
                    <article_title>Apport de la variabilité spatiale des carac-téristiques physiques du bassin versant dans la modélisation hydrologique et les sous-produits du bilan hydrologique: Cas du bassin versant de l’aval Mekerra</article_title>
                  </citation>
                  <citation key="2025120914143679300_r35">
                    <journal_title>Journal of the Royal Statistical Society: Series C (Applied Statistics)</journal_title>
                    <author>Pettitt</author>
                    <volume>28</volume>
                    <first_page>126</first_page>
                    <cYear>1979</cYear>
                    <article_title>A non-parametric approach to the change-point problem</article_title>
                  </citation>
                  <citation key="2025120914143679300_r36">
                    <issn>0899-8418</issn>
                    <journal_title>International Journal of Climatology</journal_title>
                    <author>Piccarreta</author>
                    <volume>33</volume>
                    <first_page>3229</first_page>
                    <cYear>2013</cYear>
                    <doi provider="crossref">10.1002/joc.3670</doi>
                    <article_title>Changes in daily precipitation extremes in the Mediterranean from 1951 to 2010: The Basilicata region, southern Italy: Daily precipitation extremes in the Basilicata region, Southern Italy</article_title>
                  </citation>
                  <citation key="2025120914143679300_r37">
                    <journal_title>Arabian Journal of Geosciences</journal_title>
                    <author>Radia</author>
                    <volume>14</volume>
                    <cYear>2021</cYear>
                    <doi provider="crossref">10.1007/s12517-021-07094-3</doi>
                    <article_title>Highlighting drought in the Wadi Lakhdar Watershed Tafna, Northwestern Algeria</article_title>
                  </citation>
                  <citation key="2025120914143679300_r38">
                    <issn>1434-4483</issn>
                    <journal_title>Theoretical and Applied Climatology</journal_title>
                    <author>Reiser</author>
                    <volume>104</volume>
                    <first_page>357</first_page>
                    <cYear>2011</cYear>
                    <doi provider="crossref">10.1007/s00704-010-0345-0</doi>
                    <article_title>Rainfall uncertainty in the Mediterranean: Time series, uncertainty, and extreme events</article_title>
                  </citation>
                  <citation key="2025120914143679300_r39">
                    <journal_title>Agriculture, Ecosystems &amp; Environment</journal_title>
                    <author>Schilling</author>
                    <volume>156</volume>
                    <first_page>12</first_page>
                    <cYear>2012</cYear>
                    <doi provider="crossref">10.1016/j.agee.2012.04.021</doi>
                    <article_title>Climate change, vulnerability and adaptation in North Africa with focus on Morocco</article_title>
                  </citation>
                  <citation key="2025120914143679300_r40">
                    <journal_title>Journal of the American Statistical Association</journal_title>
                    <author>Sen</author>
                    <volume>63</volume>
                    <first_page>1379</first_page>
                    <cYear>1968</cYear>
                    <doi provider="crossref">10.1080/01621459.1968.10480934</doi>
                    <article_title>Estimates of the regression coefficient based on Kendall’s Tau</article_title>
                  </citation>
                  <citation key="2025120914143679300_r41">
                    <journal_title>Journal of Hydrologic Engineering</journal_title>
                    <author>Şen</author>
                    <volume>17</volume>
                    <first_page>1042</first_page>
                    <cYear>2012</cYear>
                    <doi provider="crossref">10.1061/(ASCE)HE.1943-5584.0000556</doi>
                    <article_title>Innovative trend analysis methodology</article_title>
                  </citation>
                  <citation key="2025120914143679300_r42">
                    <journal_title>Journal of Hydrologic Engineering</journal_title>
                    <author>Şen</author>
                    <volume>19</volume>
                    <first_page>635</first_page>
                    <cYear>2014</cYear>
                    <doi provider="crossref">10.1061/(ASCE)HE.1943-5584.0000811</doi>
                    <article_title>Trend identification simulation and application</article_title>
                  </citation>
                  <citation key="2025120914143679300_r43">
                    <issn>1434-4483</issn>
                    <journal_title>Theoretical and Applied Climatology</journal_title>
                    <author>Şen</author>
                    <volume>127</volume>
                    <first_page>939</first_page>
                    <cYear>2017</cYear>
                    <doi provider="crossref">10.1007/s00704-015-1681-x</doi>
                    <article_title>Innovative trend significance test and applications</article_title>
                  </citation>
                  <citation key="2025120914143679300_r44">
                    <issn>0262-6667</issn>
                    <journal_title>Hydrological Sciences Journal</journal_title>
                    <author>Şen</author>
                    <volume>66</volume>
                    <first_page>503</first_page>
                    <cYear>2021</cYear>
                    <doi provider="crossref">10.1080/02626667.2021.1881099</doi>
                    <article_title>Conceptual monthly trend polygon methodology and climate change assessments</article_title>
                  </citation>
                  <citation key="2025120914143679300_r45">
                    <issn>0022-1694</issn>
                    <journal_title>Journal of Hydrology</journal_title>
                    <author>Şen</author>
                    <volume>575</volume>
                    <first_page>202</first_page>
                    <cYear>2019</cYear>
                    <doi provider="crossref">10.1016/j.jhydrol.2019.05.028</doi>
                    <article_title>Innovative polygon trend analysis (IPTA) and applications</article_title>
                  </citation>
                  <citation key="2025120914143679300_r46">
                    <journal_title>Environmental Modelling &amp; Software</journal_title>
                    <author>Serrano-Notivoli</author>
                    <volume>89</volume>
                    <first_page>190</first_page>
                    <cYear>2017</cYear>
                    <doi provider="crossref">10.1016/j.envsoft.2016.11.005</doi>
                    <article_title>An R package for daily precipitation climate series reconstruction</article_title>
                  </citation>
                  <citation key="2025120914143679300_r47">
                    <issn>1561-8633</issn>
                    <journal_title>Natural Hazards and Earth System Sciences</journal_title>
                    <author>Tramblay</author>
                    <volume>13</volume>
                    <first_page>3235</first_page>
                    <cYear>2013</cYear>
                    <doi provider="crossref">10.5194/nhess-13-3235-2013</doi>
                    <article_title>Trends and variability in extreme precipitation indices over Maghreb countries</article_title>
                  </citation>
                </citation_list>
              </journal_article>
            </journal>
          </crossref>
        </doi_record>
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