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Ali and Al-Hasnawi

                techniques were used in the study of the Duhok Dam   (v)  Provide recommendations  for sustainable  water
                in Kurdistan Region to assess the changes in water      resource management,  including  improving water
                surface area between 2001 and 2012, where satellite     storage, flood control, and reducing water loss.
                data (Landsat 7 ETM+) were analyzed using ENVI
                and ArcGIS  programs,  taking  into  account  field  and   3. Materials and research methods
                climatic data to ensure the accuracy of the results.
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                This study is consistent with other research, such as   3.1. Study area and hydrological characteristics
                the study of the Varuna River Basin in India, which   Haditha Dam is located at coordinates 34.30685°N and
                used RS to identify the best locations for groundwater   42.27985°E  in the  western  Iraqi Anbar Governorate.
                recharge facilities based on slope, soil depth, and   Built  in 1987, the  dam  rises 57 meters  above  the
                runoff assessment. 22                               riverbank to form Lake Haditha, a reservoir holding
                  The study of the Chilikot Basin in Ethiopia revealed   around 8.3 billion  m  of water.  The  reservoir, which
                                                                                       3
                that  spectral  data  analysis  and  DEM help  identify   covers an area of around 500 km  at its whole operating
                                                                                                 2
                drainage patterns and topography, supporting water   water  level  of 147 meters,  is an essential  source
                conservation  initiatives.  In the  Akero River  Basin   of drinking  water, agriculture,  and hydroelectric
                                     23
                in India,  manual  and automated  GIS techniques    power. The dam basin is around 10,000 km  and has
                                                                                                            2
                enabled accurate mapping of drainage networks and   a diverse topography, including  valleys, hills, and
                detailed  morphological  measurements.  Another     plains. The Euphrates River feeds the reservoir, which
                                                      24
                study  confirmed  that  integrating  RS  techniques  with   has  experienced  substantial  hydrological  changes
                GIS enhances the ability  to manage  water resources   throughout  time.  Due  to  significant  upstream  dam
                sustainably  in arid  regions.  Patil  and Kherde  also   building and rising water use, the river’s annual flow has
                                                           26
                                         25
                showed that  integrating  hydrological  modeling  and   decreased over the past few decades from its historical
                                                                                               3 27
                spatial  analysis  using  GIS  can  provide  effective   estimate of about 30 billion m .  There are noticeable
                solutions for water management in river basins.     seasonal changes, with springtime peak flows caused by
                  These  studies underscore  the  importance  of    rain and snowmelt. After international water accords,
                integrating  RS and GIS techniques  into water      recent  estimates  show that  the  Euphrates  currently
                resources management, as they provide practical tools   have flow rates that have, under some circumstances,
                                                                                                        3
                for monitoring  environmental  changes,  analyzing   increased from about 240 m /s to 450 m /s. At Haditha
                                                                                             3
                hydrological  data, and making informed decisions in   Dam,  operational  difficulties  still  exist  despite  this
                water basin management, which can be generalized to   progress. Up to 3,000 m /s may be safely released by
                                                                                          3
                improve water management efficiency and sustainable   the structure, with forecasts of up to 4,000 m³/s during
                water project planning. This study hopes to contribute   extreme situations.
                to a deeper understanding of the hydrological          Different  sub-catchments  that  define  discrete
                characteristics of the Haditha Dam Basin and provide   drainage  zones  within  the  basin  further  define  the
                practical  tools for improving water management  in   research region. Targeted water management methods
                scarce areas, enhancing long-term environmental  and   may be informed by an understanding of localized
                economic benefits.                                  runoff patterns and water distribution, which is made
                                                                    possible by these sub-catchments, as shown in Figure 1.
                2.2. Aims of the study
                This study has five aims:                           3.2. Data
                (i)  Analyze  the  topographic  and hydrological    As presented previously, 30,31  satellite  data have been
                   characteristics  of  the  Haditha  Dam  Basin  using   used to estimate changes in water volume in lakes and
                   Sentinel-1 satellite images and DEM.             reservoirs, providing a powerful tool for monitoring
                (ii)  Identify  topographic  features  such as slopes and   water resources.
                   water flow accumulation and their impact on water   Sentinel-1,  as shown in  Figure  2, provides radar
                   runoff and soil erosion.                         images with a spatial resolution of 10 m with a revisit
                (iii) Conduct LULC to assess  their impact on water   time of around 5 days obtained from the European Space
                   runoff and groundwater storage.                  Agency Copernicus program.  The Sentinel-2  optical
                (iv) Identify  sub-basins within  the  central  basin and   image provides multispectral data with a resolution of
                   understand their contribution to water flow toward   up to 10 m with a revisit time of around 5 days, obtained
                   the reservoir.                                   from the same program. DEMs  were created using



                Volume 22 Issue 2 (2025)                       170                                 doi: 10.36922/ajwep.8499
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