Contents Contents ............................................................................................................................................. i List of Figures.................................................................................................................................. iii List of Tables ................................................................................................................................... iv 1. INTRODUCTION.................................................................................................................... 1 1.1 Background to the project........................................................................................................ 1 1.2 Objectives ................................................................................................................................ 2 1.3 The project area........................................................................................................................ 3 1.3.1 Location, Topography and Accessibility .......................................................................... 3 1.3.2 Physiography and Climate ................................................................................................ 4 1.3.3 Regional setting ................................................................................................................ 8 1.4 Methodology, Data, Materials and Software used................................................................. 10 1.4.1 Methodology ................................................................................................................... 10 1.4.2 Data and Material Used .................................................................................................. 11 1.4.3 Software used.................................................................................................................. 11 2. REMOTE SENSING AND GIS ANALYSIS .......................................................................... 13 2.1 Remote Sensing Analysis ...................................................................................................... 13 2.1.1 Drainage and Catchments Extraction.............................................................................. 13 2.1.2 Image processing and Interpretation............................................................................... 15 2.2 GIS Analysis .......................................................................................................................... 17 3. INTEGRATION OF REMOTE SENSING AND GIS ........................................................... 17 3.1. Introduction........................................................................................................................... 17 3.2 Factors Controlling Groundwater Occurrence in the Project Area........................................ 18 3.2.1 Drainage density ............................................................................................................. 18 3.2.2 Slope Steepness............................................................................................................... 22 3.2.4 Land Use/Land Cover ................................................................................................... 24 3.2.6 Structure ....................................................................................................................... 27 3.2.7 Geomorphology .............................................................................................................. 32 3.2.8 Geology........................................................................................................................... 38 4. INTEGRATED ANALYSIS IN GIS ENVIRONMENT ........................................................ 51 4.2 GIS Modeling......................................................................................................................... 52 4.3 Weighting............................................................................................................................... 52 i 5. RESULT..................................................................................................................................... 54 6. CONCLUSIONS AND RECOMMENDATION..................................................................... 58 6.1 Conclusion ............................................................................................................................. 58 6.2 Recommendation ................................................................................................................... 59 REFERENCES............................................................................................................................... 60 ii List of Figures FIGURE 1.1. LOCATION MAP OF THE PROJECT AREA........................................................................................................ 3 FIGURE 1.2 TOPOGRAPHIC MAP OF THE PROJECT AREA.................................................................................................. 4 FIGURE 1.3 MEAN ANNUAL RAINFALL CHART OF MEGA STATION .................................................................................. 5 FIGURE 1.4 MEAN ANNUAL RAINFALL CHART OF MOYALE STATION STATION................................................................ 6 FIGURE 2.1 ARC HYDRO DEMHYDROPROSESSING PROCESSES FOR DRAINAGE EXTRACTION ....................................... 14 FIGURE 2.2 PROJECT AREA IMAGES OF YEAR 2000 G. C., FALSE COLOR COMPOSITE OF BANDS 432 ........................... 16 FIGURE 2.3 PROJECT AREA IMAGE OF YEAR 2000 G. C., BAND RATIO OF BAND 4 AND 3.............................................. 16 FIGURE 3.1 DRAINAGE NETWORK OF THE PROJECT AREA ............................................................................................. 19 FIGURE 3.2 COMPARISON OF DRAINAGE AND LINEAMENT ORIENTATION ................................................................... 20 FIGURE 3.3 DRAINAGE DENSITY OF THE PROJECT AREA ................................................................................................ 20 FIGURE 3.4 RECLASSIFIED DRAINAGE DENSITY MAP...................................................................................................... 21 FIGURE 3.5 SLOPE MAP OF THE PROJECT AREA ............................................................................................................. 22 FIGURE 3.6 RECLASSIFIED SLOPE MAP OF THE PROJECT AREA ...................................................................................... 24 FIGURE 3.7 LAND USE/COVER MAP OF THE PROJECT AREA........................................................................................... 26 FIGURE 3.8 RECLASSIFIED LAND USE/COVER MAP OF THE PROJECT AREA.................................................................... 27 FIGURE 3.9 EDGE ENHANCEMENT OF PANCHROMATIC IMAGE (A) MAGNIFIED LINEAMENTS (B) DIGITIZED LINEAMENTS ......................................................................................................................................................... 28 FIGURE 3.10 STRUCTURAL MAP OF THE PROJECT AREA ................................................................................................ 28 FIGURE 3.11 PROXIMITY TO GEOLOGICAL STRUCTURE MAP ......................................................................................... 31 FIGURE 3.12 GEOMORPHOLOGY MAP OF THE PROJECT AREA ...................................................................................... 33 FIGURE 3.13 RECLASSIFIED GEOMORPHOLOGIC MAP OF THE PROJECT AREA .............................................................. 37 FIGURE 3.14 GEOLOGICAL MAP OF THE PROJECT AREA ................................................................................................ 38 FIGURE 3.15 RECLASSIFIED GEOLOGICAL MAP OF THE PROJECT AREA ......................................................................... 50 FIGURE 5.1 GROUND WATER POTENTIAL ZONES ANALYZED ON THE BASIS OF STRUCTURE, GEOLOGY, SLOPE, GEOMORPHOLOGY, DRAINAGE AND LAND USE/COVER ...................................................................................... 54 FIGURE 5.2 DISTRIBUTION OF BOREHOLES IN GROUND WATER POTENTIAL ZONES..................................................... 56 iii List of Tables TABLE 1.1 SUMMARY OF MEAN RAINFALL DATA OF MEGA STATION, YEAR 1985‐2005 ................................................. 5 TABLE 1.2 SUMMARY OF MEAN RAINFALL DATA OF MOYALE STATION, YEAR 1986‐2005 ............................................. 5 TABLE 1.3 MEAN MONTHLY TEMPERATURE OF MEGA STATION..................................................................................... 6 TABLE 1.4 MEAN MONTHLY TEMPERATURE OF MOYALE STATION ................................................................................. 6 TABLE 3.1 THE CONTINUOUS RATING SCALE DEVELOPED BY SAATY (1977).................................................................. 18 TABLE 3.2 WEIGHT FOR DRAINAGE DENSITY.................................................................................................................. 21 TABLE 3.3 SLOPE AMOUNT CLASS IN THE PROJECT AREA.............................................................................................. 23 TABLE 3.4 WEIGHT FOR SLOPE THE PROJECT AREA ....................................................................................................... 23 TABLE 3.5 ARIAL EXTENT OF VARIOUS LAND USE/COVER CATEGORIES......................................................................... 25 TABLE 3.6 WEIGHT FOR LAND USE/COVER MAP............................................................................................................ 26 TABLE 3.7 WEIGHT FOR PROXIMITY TO GEOLOGICAL STRUCTURE MAP ....................................................................... 31 TABLE 3.8 WEIGHT FOR GEOMORPHOLOGY OF THE PROJECT AREA ............................................................................. 37 TABLE 3.9 GEOLOGIC UNITS GROUPED BASED ON THEIR GROUND WATER IMPORTANCE........................................... 49 TABLE 3.10 WEIGHT FOR GEOLOGY OF THE PROJECT AREA .......................................................................................... 50 TABLE 4.1 WEIGHT FOR ALL FACTOR MAPS ................................................................................................................... 53 TABLE 5.1 BOREHOLE DATA FROM DIFFERENT LOCALITIES OF THE PROJECT AREA ...................................................... 55 iv GROUNDWATER POTENTIAL ZONE MAPPING USING GIS AND REMOTE SENSING - MOYALE-TELTELE SUB BASIN DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE 1. INTRODUCTION 1.1 Background to the project Consultancy service contract agreement for the research in groundwater resource mapping using Remote sensing and GIS Multi-Criteria decision technique in Moyale-Teltele sub basin at Dire, Arero,Yabelo and Teltele Woredas, Borena Zone of Oromia Regional State was signed on April, 15 2009 between MAB Consult – Consulting Hydrogeologist and Engineers and LAY Volunteers International Association. The project started the study activities as per the work program of the Contract Agreement and vehicles were timely assigned for the project by the Client, collection of previous data and reconnaissance fieldwork into the project area was undertaken. Review of previous studies and field visit to the project area shows that a few studies have been conducted in groundwater resource assessments using GIS and Remote Sensing Technique. Previous works includes by (Getachew A. 2007), Integration of Remote Sensing and GIS for Groundwater Resources Assessment in Moyale-Teltele Sub-basin, South Ethiopia In Moyale-Teltele Groundwater Potential Assessment Project, due emphases was given in investigation of different groundwater controlling factors. These factors were carefully analyzed and integrated to produce groundwater potential map of the project area. The parameters used in this project were: i. Drainage Density ii. Slope Steepness iii. Land use/Land cover iv. Geological Structures/Lineaments v. Landforms/Geomorphology vi. Lithology/Geology Remotely Sensed data by its wide area coverage and multispectral nature has helped in identification and mapping of most of the above factors with selective ground checks in a costeffective manner. An integrated analysis of these factors together with the available well and ancillary data in the GIS environment was carried out in identifying the potential groundwater MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 1 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING USING GIS AND REMOTE SENSING - MOYALE-TELTELE SUB BASIN DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE zones. Target areas for conducting detailed hydrogeological and geophysical surveys on the ground are narrowed to locate the site for drilling. 1.2 Objectives General objective: To delineate groundwater potential areas, in Yabelo, Arero and Teltele woredas (Moyale-Teletele Sub Basin). Systematic groundwater studies utilizing Remote Sensing, field studies, Digital Elevation Models (DEM) and Geographic Information Systems (GIS). The specific objectives: Prepare thematic maps of the area such as lithology, lineaments, landforms and slopes from remotely sensed data and other data sources like DEM. Assess groundwater controlling features by combining remote sensing, field studies and DEM. Identify and delineate groundwater potential zones through integration of various thematic maps with GIS techniques. Validate the result using secondary hydrogeological data Recommendations for future work and provide guidelines for groundwater prospecting. MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 2 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING USING GIS AND REMOTE SENSING - MOYALE-TELTELE SUB BASIN DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE 1.3 The project area 1.3.1 Location, Topography and Accessibility The project area is located in the Moyale-Teltele sub basin at Dire, Arero,Yabelo and Teltele Woredas, Borena Zone of Oromia Regional State in the southern extreme of Ethiopia (Figure 1.1 ). The area is internationally bordered with Kenya in the south and with Somalia in the east. It is bounded by 441795N – 595650N and 243956E - 591061E covering a total area of 30,086 km2. The topographic elevation ranges from 437 meter above sea level on the western part to 2344 meter above sea level on the central part (Figure). The area is accessible by four-wheel drive vehicles. The 775 Km Addis - Moyale international asphalt road runs north-south across the central part of the part of the project area. 400000 × × 470000 540000 580000 330000 580000 260000 Dedertu × Teltele × Surupa Tedim 540000 540000 Bolekedo Yabelo × Yabelo × Teltelie × Arero × Metagefersa × Hudat Tiltek × Dubuluk Dire 460000 × Sogiya × 460000 × 500000 500000 Arero × Wachile Dekewat Legend 420000 420000 Woreda Boundary Project Area × Towns All-weather roads (asphalt) Dry-weather roads Motorable tracks (status uncertain) 380000 380000 ± 1:1,350,000 20 10 0 20 40 Kilometers Adindan_UTM_Zone_37N 260000 330000 400000 470000 540000 Figure 1.1. Location map of the project area MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 3 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING USING GIS AND REMOTE SENSING - MOYALE-TELTELE SUB BASIN DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE 330000 360000 390000 420000 450000 480000 510000 540000 570000 600000 300000 600000 270000 × Dedertu × Teltele × 570000 570000 × Surupa Tedim 540000 540000 BolekedoYabelo × Yabelo × Arero × Metagefersa × 510000 × Hudat 510000 Teltelie Arero × Wachile × Dubuluk 480000 Tiltek Dire × Sogiya 450000 × Dekewat Legend 450000 480000 × Project Area × Towns Woreda Boundary 420000 420000 Elevation Value in m High : 2344.84 Low : 473.122 390000 390000 ± 1:1,350,000 20 10 0 20 40 Kilometers Adindan_UTM_Zone_37N 270000 300000 330000 360000 390000 420000 450000 480000 510000 540000 570000 Figure 1.2 Topographic map of the project area 1.3.2 Physiography and Climate The project area is included in the Moyale, Dire, Arero, and Teltele Woredas, Borena Zone of Oromia Administrative Regional State and Moyale Woreda, Liben Zone of Somali Administrative Regional State (Figure 1.1 ). The area is characterized by hot semi-arid climate experiencing hightemperature, low rain fall and high evapotranspiration. This climatic condition is favorable to sustain grasses and acacia trees. (Zenaw et al, 2000). In the project area, there are two meteorological stations, which are located in Mega (38020'E, 4005'N) and Moyale (39004'E, 3031'N) 21 years of rainfall data was collected from the National MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 4 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING USING GIS AND REMOTE SENSING - MOYALE-TELTELE SUB BASIN DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE Meteorological Agency for the stations from 1985 to 2005. Summary of the mean rainfall (mm/month) data is given in the table 1.1 and 1.2 below. Table 1.1 Summary of mean rainfall data of Mega station, year 1985-2005 Month Jan Feb Mar April May June July Aug Sept Oct Rainfall 16.7 41.3 80.6 142 74.7 17.1 14.7 5.0 7.3 Nov Dec Total 74.5 57.9 41 572.8 Table 1.2 Summary of mean rainfall data of Moyale station, year 1986-2005 Month Jan Feb Mar April May June July Aug Sept Oct Nov Dec Total Rainfall 17.5 22 42 7.4 4.9 83.5 82.2 531.1 148.9 65.6 13.4 13.5 30.2 From the rainfall data of the stations two short rainy seasons are observed in the project area. The first rainy period lasts from March to May. The second rainy period lasts from October to November, which is torrential in October. The main cause of the rainfall in this region is the southward migrating Inter Tropical Convergence Zone (ITCZ) and westward propagating disturbance from the Indian Ocean (Zenaw et al, 2000). Rainfall in Mega Station 160.00 140.00 120.00 100.00 Rainfall 80.00 60.00 40.00 20.00 0.00 1 2 3 4 5 6 7 8 9 10 11 12 Time (Month) Figure 1.3 Mean annual rainfall chart of Mega station MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 5 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING USING GIS AND REMOTE SENSING - MOYALE-TELTELE SUB BASIN DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE Rainfall in Moyale Station 160.00 140.00 120.00 100.00 80.00 Rainfall 60.00 40.00 20.00 0.00 1 2 3 4 5 6 7 8 9 10 11 12 Time (Month) Figure 1.4 Mean annual rainfall chart of Moyale station Station The above charts clearly show that the area has uniform rainfall pattern which is relatively low. Since there is no variation in the mean annual rainfall of the two stations, it is not possible to consider rainfall as input factor layer for the analysis. ii) Temperature The temperature of the project area is typical of tropical monsoon lands. In most cases the mean monthly temperature exceeds 20oC. The daily average minimum temperature registered is 11.4oC in the month of July in Mega Station and the daily average maximum temperature is 35.3oC registered in Moyale Station. The hottest season extends from December to late March. The summary of mean monthly air temperature of the stations is given below. Table 1.3 Mean monthly temperature of Mega station Month Jan Feb Mar April May June July Aug Sept Oct Nov Dec T (oC) 20.6 21.0 20.3 16.1 16.9 18.3 18.9 19.2 19.5 18.3 16.8 19.8 Table 1.4 Mean monthly temperature of Moyale station Month Jan Feb Mar April May June July Aug Sept Oct Nov Dec T (oC) 24.9 25.5 25.0 19.9 20.5 22.0 22.5 23.0 21.8 20.6 MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 6 21.6 24.9 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING USING GIS AND REMOTE SENSING - MOYALE-TELTELE SUB BASIN DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE ii) Potential Evapotranspiration In tropical regions, where there is little change in temperature or duration of sunlight, potential evapotranspiration is likely to be constant through out the year. The peneplained part of the area is characterized by tall savannah grass with shrubs acacia and thorn bushes. The southern rugged terrain bordering Kenya is composed of continuous dense shrubs with scattered small trees. The vegetation cover over some part of the project area has contributed to increasing evapotranspiration. The average evapotranspiration of the project area is 1633 mm/yr at 1000 m.a.s.l. (Zenaw et al, 2000). In this report, the evapotranspiration has been estimated according to penman method. High potential evapotranspiration values known in the lowlands exceed 1500mm/year (up to 2300 mm/year) with no water surplus throughout the area. The moisture deficits in the area reach 1047mm. MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 7 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING USING GIS AND REMOTE SENSING - MOYALE-TELTELE SUB BASIN DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE 1.3.3 Regional setting In southern Ethiopia, three major chrnostratigraphic units are known to occur namely Precambrian crystalline basement, Mesozoic sediments, Cenozoic volcanics with sporadic sediments and superficial deposits (Kazmin 1972; Merla 1973; Davidson 1983; and Teffera et al., 1996). The metamorphic complex and associated plutonic rocks makeup the crystalline basement which are the northern and southern continuation of the Mozambique belt (MB) and the Arabian Nubian Shield (ANS), respectively (Kazmin, 1978; Chewaka and de Wit, 1981). The extensive sedimentary rocks are result of marine transgression and regression of the Indian Ocean during Mesozoic era (Purcel, 1981; Mohr 1986). The voluminous volcanic rocks with subordinate lacustrine and fluviatile sediments overlying unconformably the crystalline basement are resulted from extensional tectonics responsible for the formation of the East African Rift (Davidson, 1983; Mohr, 1986; WoldeGebriel, 1987; and Ebinger, et al., 2000). Although three major time stratigraphic units are known in southern Ethiopia, sedimentary rocks are virtually absent in the area. The confine of the project area is partly within the East African Orogen, fossil fragments of a Neoproterozoic Wilson cycle, (Stern, 1994) and partly at the southwestern ''broad rift zone'' (Davidson, 1983) of East African Rift system . The Precambrian crystalline rocks of southern Ethiopia exhibit similar lithological associations and structural features characteristic to both Mozambique belt and Arabian Nubian Shield to the south and north, respectively. However, lithological association belonging to Mozambique belt, which forms the local basement by far, exceeds the discontinuous lens like bodies of Arabian Nubian Shield. Therefore, this region is situated in the transitional zone, where both are inter-fingering mainly with imprints of Pan-African tectnothermal events (Vail, 1976; Kazmin et al., 1978; Davidson, 1983). The Mozambique belt consists of high-grade, poly-deformed, metamorphosed gneisses, and migmatites, psammo-pellitic schists and amphibolites that are commonly intruded by felsic to mafic intrusions. The high grade gneisses are juxtaposed with the low grade metavolcano-sedimentary rocks suggesting a tectonic contact where considerable vertical movements took place, which are commonly referred as orogen parallel shear zones (Abdelsalam and Stern, 1996; Worku, 1996). In MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 8 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING USING GIS AND REMOTE SENSING - MOYALE-TELTELE SUB BASIN DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE general, the low-grade rocks of southern Ethiopia defining linear belt plunge under Cenozoic volcanics in the north and continue as discontinuous lenses southward up to the Ethio-Kenyan boarder. Granitoids ranging in composition from intermediate to acidic are widespread in southern Ethiopia, especially in the gneissic terrain ranging in shape from elliptical to circular. It is worth mentioning the outstanding en echelon arranged plutonic bodies of Gariboro, Ranu, and Arero represented by distinct massif having considerable aerial coverage. Based on field relationships and geochemical criteria, they are subdivided into pre-, syn-, and post- collisional (Worku, 1996; Woldehaimanot and Brehmann, 1995; Piccerillo et al., 1998). In the sector between the Ethiopian and Kenyan domal uplifts, the East African Rift system is represented by more than 300 Km ''broad rift'' zone (Davidson and Rex, 1980; Davidson, 1983; Woldegebriel and Aronson, 1987). It is characterized by overlapping either north-south, northeastsouthwest, and northwest-southeast trending two or more rift systems which is more than three times the breadth of the Main Ethiopian Rift or Gregory Rift away from the zone of overlap. These rift systems in southwestern Ethiopia mainly encompass the branches of Turkana rift in the west, Chew Bahir rift, Ririba rift (Davidson, 1983; Woldegebriel, 1987) at the center, and Mega rift in the east (this study). The surface expression of the northeast trending Main Ethiopian Rift splays into north-south trending Chamo and Segan basins separated from the narrow Gelana basin by Amaro horst. Until recently, the southern terminus of the main Ethiopian Rift was considered to be a few Km south of Amaro horst, around 5ºN latitude (Zanetten et al., 1978; Davidson, 1983; Woldegebriel et al., 1991; Ebinger, 1993). However, both field mapping and satellite image interpretation unequivocally demonstrated the Main Ethiopian Rift continue southward to join the Ririba rift. Moreover, around Mega a series of northwest-southeast trending high scarp steep normal faults with considerable strike length defining outstanding horsts and graben were recognized for the first time in this study. Unlike the MER, which is characterized by north south trending faults, the northwest southeast trending define the Mega rift in the broadly rifted zone of southern Ethiopia. Proceeding further southeast in Kenya and northwest in southern Sudan Anza graben (Ebinger and Ibrahim, 1994; Reeves et al., 1987; Hetzel and Strcker, 1993) and White Nile rift (Ebinger and Ibrahim1994) are situated on same strike line, respectively. MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 9 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING USING GIS AND REMOTE SENSING - MOYALE-TELTELE SUB BASIN DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE Most sections exposed along the Rift margins of the Main Ethiopian Rift and southwestern Ethiopian Rift are predominantly Tertiary and Quaternary volcanic rocks (Davidson, 1983; Woldegebriel, 1987; Woldegebriel et al., 1991; Genzebu et al., 1994), except few localities where crystalline basement is unconformably overlain by Mesozoic sedimentary and/or Tertiary volcanic rocks (Woldegebriel, 1987). The Tertiary-Quaternary volcanic rocks are subdivided into two broad categories based on whether erupted before or after the rifting. The presence of lacustrine and fluviatile sediments intimately associated with basalt sheets of Miocene age overlying the tilted blocks of pre-rift volcanics suggested the development of rift related basin during Early to MidMiocene (Woldegebriel et al., 1991; Davidson, 1983). Therefore, volcanic rocks around and/or within the rift are classified based on absolute age determinations, their spatial distribution, and association with rift related sediments in to pre rift- and post rift succession. Thus basalt, salic flows, pyroclastic rocks as well as hypabysal intrusions represent the Pre-rift successions. Where as: rapidly built volcanic piles erupted from chains of vents controlled by fractures, widely spread flood basalt sheets, cluster of vents and collapse caldera with much ejected material and little build up of volcanic edifices, salic pyroclastic material incorporated into sediments as airborne tuffs represent post-rift successions (Davidson, 1983). 1.4 Methodology, Data, Materials and Software used 1.4.1 Methodology The research in groundwater resources was undertaken by well-programmed and integrated approach set up on reliable methodology for data collection and review, carrying out field survey, identification, selection and evaluation of well data it was completed in three phases: 1. Data collection and review of previous work 2. Data Analysis and Interpretation 3. Validation of results Methodology for the investigation and study is summarized in flow chart (Fig. 1.5). It involves catchment and drainage extraction using ARCHYDROG module, digital image processing for the extraction of geomorphology, lithological, linear features, land use/cover etc... The field studies MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 10 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING USING GIS AND REMOTE SENSING - MOYALE-TELTELE SUB BASIN DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE were comprised of hydrogeological, structural and geomorphological investigations. DEM, which is produced from SRTM, was used to extract lineaments and for landform mapping. All data were integrated in a Geographic Information System (GIS) and analyzed to assess the groundwater controlling features. Finally groundwater potential map was prepared based on GIS analysis. 1.4.2 Data and Material Used The remote sensing data used for the study are Landsat Thematic Mapper (ETM+) (28.5 m. resolution), Year 2000 with 7 bands and orthorectified. Primary data derived were land cover/use, geomorphology, drainage density, lineaments and slope. Secondary data, which was modified and used was lithology. GPS for point and rout data collection was used. 1.4.3 Software used ARCHydro module was used for catchments delineation and drainage extraction. Arcview 3.2a, Mapinfo 7 and ArcGis9 were used for GIS analysis. ERDAS Imagine 8.6 and ENVI 4.2 were used for georeferencing, image analysis and coordinate transformation of all the data used in to UTM 37 Zone, Adindan Datum. DNRGARMIN, which is extension of arcview 3.2a, was used for transferring GPS data in to computer. Globalmapper 8 was used for analysis of landforms/Geomorphology, IDRISI 32 for calculation of weight. MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 11 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) SRTM V-3 GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING DEMHYDROPROCESSING Drainage and Catchments SATELLITE DATA Extraction FIELD STUDIES and AUXILLARY TOPO MAP DATA Land sat ETM+) SRTM Digital image Hydrogeology Processing Well logs DEM Pump tests Site information Interpretation of lithology, Interpretation of Lineament, Land Use Land Cover Geomorphology GIS Processing (Building Database) Thematic Maps Derived Drainage Density Slope Land Use/Cover Lineaments Geomorphology Geology Steepness GIS ANALYSIS (Spatial Analysis) GROUNDWATER POTENTIAL MAP Figure 1.5 Flow chart showing data and methods employed for the study. MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 12 LAY VOLUNTEERS INTERNATIONAL ASSOCAITION GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING 2. REMOTE SENSING AND GIS ANALYSIS 2.1 Remote Sensing Analysis 2.1.1 Drainage and Catchments Extraction Drainage and catchments were extracted using ARC HYDRO module after eight consecutive processes (Fig 2.1) on 4 SRTM data, which are described below: IMPORTING of DEM derived from in to SRTM ArcGIS: INTEPOLATION of the raster map in kriging methods to fill sinks (areas with no data) for the undefined values, which are weighted average values, similar to a moving average operation. FLOW DIRECTION determination to determine into which neighboring pixel any water in a central pixel will flow naturally. FLOW ACCUMULATION that performs a cumulative count of the number of pixels that naturally drains into outlets. The operation can be used to find the drainage pattern of a terrain. DRAINAGE NETWORK EXTRACTION of drainage based on user defined drainage length. DRAINAGE ORDERING for assigning drainage order for each drainage line. CATCHMENT MERGING for the extraction of catchments. MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 13 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING Raw DEM Catchments Definition Fill Sink Flow Direction Catchments Extraction Drainage Extraction Figure 2.1 Arc Hydro DEMHYDROPROSESSING processes for drainage extraction MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 14 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING 2.1.2 Image processing and Interpretation i ) Pre-Processing Satellite image of Landsat 7 sensor ETM with a map projection of UTM zone 37, spheroid and datum WGS 84) has been used for most of the processing and mapping activities after reprojection into Adindan datum, directional filter was done in order to digitize the existing geological structures and the result was compared with the previous structural map of the area. Printouts of different band combinations were used to identify features during field survey. Digital elevation model (DEM) was derived from SRTM where slope data layer were produced. Pre-processing of satellite images was done to correct distorted or degraded image data to create a more faithful representation of the original scene and geometric distortion was calibrated using this technique. ii) Processing Image enhancement such as contrast stretching, density slicing, edge enhancement, and spatial filtering were done to enhance linear features and subdue other features extract more detail information such like for visual interpretation Image Transformation Image transformation is done in order to differentiate between the various brightness values, which are obtained from identical surfaces due to topographic slope and aspect, shadows, or seasonal changes in sunlight illumination angle, and intensity. For vegetation discrimination in land use/cover mapping band ratio of 4 to 3 band and false color combinations in RGB order of bands 432 for Landsat 7 of ETM+ image was done. In the ration image vegetation cover has shown light color where as in false color composite open forest has brown to red color (Fig. 2.2). MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 15 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING 300000 330000 360000 390000 420000 450000 480000 510000 540000 570000 510000 420000 390000 ± 1:1,350,000 20 10 0 20 40 Kilometers 390000 420000 450000 450000 480000 480000 510000 540000 540000 570000 570000 600000 270000 600000 240000 Adindan_UTM_Zone_37N 240000 270000 300000 330000 360000 390000 420000 450000 480000 510000 540000 570000 Figure 2.2 Project area images of year 2000 G. C., false color composite of bands 432 300000 330000 360000 390000 420000 450000 480000 510000 540000 570000 570000 540000 510000 480000 450000 420000 390000 ± 1:1,350,000 20 10 0 20 40 Kilometers 390000 420000 450000 480000 510000 540000 570000 600000 270000 600000 240000 Adindan_UTM_Zone_37N 240000 270000 300000 330000 360000 390000 420000 450000 480000 510000 540000 570000 Figure 2.3 Project area image of year 2000 G. C., band ratio of band 4 and 3 MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 16 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING Image Classification Image classification that involves the analysis of multispectral image data and the application of statistically based decision rules for determining the land cover identification of each pixel in an image. Unsupervised classification was performed in order to have a general idea of the area. Supervised classification was performed for final land use/cover mapping. 2.2 GIS Analysis The different inputs taken for GIS analysis were from topographic maps, different available maps, Landsat satellite images and SRTM data. GIS analyses such as distance from geologic structures, density of drainage, interpolation of rainfall point data, derivation of slope from SRTM and overlay analysis for producing the groundwater potential area were done; moreover weights and multi-criteria evaluation were done for analysis of the different parameters that control groundwater occurrences. All data layers derived were converted to raster data sets having the same pixel size. Each data sets in a single map were given weight by pair-wise comparison in addition the factor maps were compared each other in pair-wise comparison. Reclassification of each map was done based on the weights produced. To produce groundwater potential zone map multi-criteria evaluation was used. 3. INTEGRATION OF REMOTE SENSING AND GIS 3.1. Introduction The present study has attempted to apply integrated remote sensing and GIS for generating new thematic data layers as well existing data for delineating potential groundwater zone in Dire, Arero, Yabelo and Teltele Woredas, Borena Zone of Oromia Regional State. The six thematic layers taken for the determination of potential groundwater were drainage density, slope steepness, land cover/use and distance from lineaments, geomorphology and lithology. MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 17 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING Prior to integration of the data sets, individual class weights and map scores were assessed based on Satty’s Analytic Hierarchy Process (AHP) (Table 3.1); in this method the relative importance of each individual class with in the same map were compared by each other by pair-wise and eight importance matrices were prepared for assigning weight to each class. Table 3.1 The continuous rating scale developed by Saaty (1977) 1/9 1/7 1/5 1/3 1 3 5 7 9 Extremely Very Strongly Moderately Equally Moderately Strongly Very Extremely strongly Less Important strongly More Important 3.2 Factors Controlling Groundwater Occurrence in the Project Area Factors that have significant influence in groundwater distribution and occurrence that are used for integration to demarcate potential groundwater zones are: 3.2.1 Drainage density The drainage network of the project area was derived from SRTM data and on screen digitization from topographic map, the major rivers present in the project area Segen river which runs from west to east, also the drainage is more denser in western part. All the small river and large rivers, which are found in the project area drain from central part to east and west direction. Comparison of the drainage system of the area and structure has shown that the drainage system of the area is structurally controlled following lineaments directions. Dendritic and parallel drainage pattern are recognized, which are indicative of the presence of structures that act as conduits or storage for sub-surface water. Structurally controlled drainage patterns are observed in western and eastern part of the project area. MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 18 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING 330000 360000 390000 420000 450000 480000 510000 540000 570000 570000 570000 600000 300000 600000 270000 540000 540000 Yabelo 510000 510000 Teltelie 480000 480000 Arero 450000 450000 Dire Legend 420000 420000 DraiageLine Project Area 390000 ± 1:1,350,000 20 10 0 20 40 Kilometers 390000 Woreda Boundary Adindan_UTM_Zone_37N 270000 300000 330000 360000 390000 420000 450000 480000 510000 540000 570000 Figure 3.1 Drainage network of the project area The drainage density was calculated directly in Arcmap using spatial analyst extension. In the project area, mainly 4 drainage density categories have been identified and mapped as shown in (Fig.3.3). Very high drainage density is found in the western, eastern and northeastern part of the project area whereas high drainage density is found scattered in allm parts of the project area. Moderate and low drainage density concentrates in the southern and central part of the project area. MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 19 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING 330000 360000 390000 420000 450000 480000 510000 540000 570000 570000 570000 600000 300000 600000 270000 540000 540000 Yabelo 510000 510000 Teltelie 480000 480000 Arero 450000 450000 Dire Legend DraiageLine 420000 420000 Geologic Structure Project Area 390000 ± 1:1,350,000 20 10 0 20 40 Kilometers 390000 Woreda Boundary Adindan_UTM_Zone_37N 270000 300000 330000 360000 390000 420000 450000 480000 510000 540000 570000 330000 360000 390000 420000 450000 480000 510000 540000 570000 600000 300000 540000 510000 480000 450000 Legend Project Area 450000 480000 510000 540000 570000 270000 570000 600000 Figure 3.2 Comparison of drainage and lineament orientation 420000 420000 Drainage Density 0 - 0.1 0.1 - 0.2 0.2 - 0.4 390000 390000 0.4 - 0.8 ± 1:1,350,000 20 10 0 20 40 Kilometers Adindan_UTM_Zone_37N 270000 300000 330000 360000 390000 420000 450000 480000 510000 540000 570000 Figure 3.3 Drainage density of the project area MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 20 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING With respect to groundwater occurrences the higher drainage density is related to less infiltration of water to the ground, which in turn leads to higher run off and vice versa. The pair-wise comparison done based on this fact has shown that for areas with low drainage density higher weight was calculated (Table 2) and vice versa and the reclassified map of drainage density (Fig.3.3) was produced based on these weight. Table 3.2 Weight for drainage density (Km/Km2) Very High High Moder Low Weight Weight ate * 100 Low 1 0.5232 52 Moderate 1/3 1 0.2976 30 High 1/7 1/3 1 0.1222 12 Very 1/9 1/7 1/3 0.0570 6 1 High 330000 360000 390000 420000 450000 480000 510000 540000 570000 600000 300000 540000 510000 480000 450000 450000 480000 510000 540000 570000 270000 0.03 570000 600000 Consistency ratio = Legend 6 12 420000 420000 Project Area 30 390000 390000 52 ± 1:1,350,000 20 10 0 20 Kilometers Adindan_UTM_Zone_37N 270000 300000 330000 360000 390000 420000 450000 480000 510000 540000 570000 Figure 3.4 Reclassified drainage density map MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 21 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING 3.2.2 Slope Steepness Slope Analysis The slope amount map has been prepared using contours produced from SRTM 90m data and. In relation to groundwater flat areas where the slope amount is low are capable of holding rainfall, which in turn facilitates recharge whereas in elevated areas where the slope amount is high, there will be high run-off and low infiltration. The method of producing the slope amount map is described below Method Steps followed to prepare the slope amount of the project area are described below: i. Derive DEM from SRTM. ii. Importing in to ArcGIS iii. Derivation of Slope Amount using Spatial Analysis and reclassification in to appropriate classes. 330000 360000 390000 420000 450000 480000 510000 540000 570000 570000 540000 510000 480000 450000 450000 480000 510000 540000 570000 600000 300000 600000 270000 Legend Project Area 420000 420000 Value in Degree 0-2 2 -6 6 - 13 13 - 21 21 - 55 390000 390000 ± 1:1,350,000 20 10 0 20 40 Kilometers Adindan_UTM_Zone_37N 270000 300000 330000 360000 390000 420000 450000 480000 510000 540000 570000 Figure 3.5 Slope map of the project area MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 22 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING The slope amount derived have shown that elevation is low in SE and Eastern part Table 3.3 Slope amount class in the project area Slope Class Slope in Degree 1 (0-2) 2 (2-6) 3 (6-13) 4 (13-21) 5 (21-55) The mountain located on both side of Yabelo in the central part has an elevation which ranges from 2249 m.a.s.l to 2344 m.a.s.l with slopes from 21% to 55%. The SE and SW part is characterized by flat generally the area has high elevation in the NE central and NW which can as well be confirmed by the drainage system flow direction. The slope amount map classified in to five classes (Fig 3.6) has been prepared. Pair-wise comparison done and the weight calculated (Table 3.4) for slope angle was based on the fact that the flatter the topography (low slope angle) is the better are the chances for groundwater accumulation. The reclassified map was produced based on the weight calculated (Fig. 3.4). Table 3.4 Weight for slope the project area Very Flat Gentle Moderate Steep Weight Steep Weight * 100 Flat 1 Gentle 1/3 1 Moderate 1/4 1/3 1 Steep 1/7 1/5 1/3 1 Very 1/9 1/7 1/5 1/3 1 0.4978 50 0.2680 27 0.1362 14 0.0642 6 0.0337 3 Steep Consistency ratio = MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 23 0.05 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING 330000 360000 390000 420000 450000 480000 510000 540000 570000 570000 540000 510000 480000 450000 450000 480000 510000 540000 570000 600000 300000 600000 270000 Legend 420000 420000 Project Area 3 6 14 27 50 390000 390000 ± 1:1,350,000 20 10 0 20 40 Kilometers Adindan_UTM_Zone_37N 270000 300000 330000 360000 390000 420000 450000 480000 510000 540000 570000 Figure 3.6 Reclassified slope map of the project area 3.2.4 Land Use/Land Cover One of the parameters that influence the occurrence of sub-surface groundwater occurrence is the present condition of land cover and land use of the area. The effect of land use / cover is manifested either by reducing runoff and facilitating, or by trapping water on their leaf. Water droplets trapped in this way go down to recharge groundwater. Land use/cover may also affect groundwater negatively by evapotranspiration, assuming interception to be constant. The land use/cover map of the area was readily interpreted from Landsat image by using visual interpretation, unsupervised classification, supervised classification and print outs of band 453,432 543 in RGB combinations. For identification of vegetation cover band ration of band 4 to band 3 was done. After detailed analysis the result was compared and corrected by data collected from different locations of MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 24 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING the area. Spot map with spatial resolution of 5m was also used to digitize settlements. Comparison of Landsat image and topographic map of year 1975 has shown that there is remarkable expansion of settlements since 1974, which negatively affect the groundwater recharge of the area. The original vegetation is more preserved in area far from the main road . This is due to the fact that people had made the natural forest to disappear on the flat lands near to the main road and cultivate the land. Classification of land use/cover for analysis was done based on their character to infiltrate water in to the ground and to hold water on the ground. Generally settlements are found to be the least suitable for infiltration and after pair-wise comparison of each class weight for each class was calculated (Table 3.5). Reclassified map was produced based on the weight calculated (Fig. 3.8). Table 3.5 Arial extent of various land use/cover categories LandUC AreaSize 1 Water Body 236944301 2 Swamps 403955793 3 Sand Surface 85233691 4 Dense forest 172040954 5 Dense Bushland 7257709447 6 Open Bushland 312547789 7 Bush Shrub Grass Land 11015492699 8 Wood Grass land 1630677836 9 Agriculture Land 502752844 10 Open GrassLand 8312474247 11 Rock Surface 96827220 12 Settlements 5725396 Total MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 25 30,032,382,217 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING 330000 360000 390000 420000 450000 480000 510000 540000 570000 570000 540000 510000 480000 480000 510000 540000 570000 600000 300000 600000 270000 Legend 450000 450000 Water Body Swamps Sand Surface Dense forest 420000 420000 Dense Bushland Open Bushland Bush Shrub Grass Land 390000 390000 Wood Grass land ± Agriculture Land Open GrassLand 1:1,350,000 20 Rock Surface 10 300000 330000 360000 390000 20 40 Kilometers Adindan_UTM_Zone_37N Settlements 270000 0 420000 450000 480000 510000 540000 570000 Figure 3.7 Land use/cover map of the project area Table 3.6 Weight for land use/cover map Bush Water Swamps Body Weight Shrub Wood Open Weight * Sand Dense Dense Open Grass Grass Agriculture Grass Rock Settle Surface forest Bushland Bushland Land land Land Land Surface ments Water Body 1 Swamps 0.9 1 Sand Surface 1/2 0.9 1 Dense forest 1/3 1/2 0.9 1 Dense 1/4 1/3 1/2 0.9 1 1/5 1/4 1/3 1/2 0.9 1 1/6 1/5 1/4 1/3 1/2 0.9 1 1/7 1/6 1/5 1/4 1/3 1/2 0.9 1 1/8 1/7 1/6 1/5 1/4 1/3 1/2 0.9 1 1/9 1/8 1/7 1/6 1/5 1/4 1/3 1/2 0.9 1 Rock Surface 1/10 1/9 1/8 1/7 1/6 1/5 1/4 1/3 1/2 0.9 1 Settlements 1/11 1/10 1/9 1/8 1/7 1/6 1/5 1/4 1/3 1/2 0.9 100 0.2411 24 0.1926 19 0.1488 15 0.1130 11 0.0849 8 0.0633 6 0.0470 5 0.0349 4 0.0261 3 0.0198 2 Bushland Open Bushland Bush Shrub Grass Land Wood Grass land Agriculture Land Open GrassLand 1 0.0156 2 0.0129 1 Consistency ratio = 0.02 MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 26 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING 330000 360000 390000 420000 450000 480000 510000 540000 570000 570000 540000 510000 480000 480000 510000 540000 570000 600000 300000 600000 270000 Legend 1 450000 450000 2 3 4 420000 420000 5 8 11 390000 390000 15 ± 19 24 1:1,350,000 20 10 0 20 40 Kilometers Adindan_UTM_Zone_37N 270000 300000 330000 360000 390000 420000 450000 480000 510000 540000 570000 Figure 3.8 Reclassified land use/cover map of the project area 3.2.6 Structure Mapping of lineaments in the project area was done by visual interpretation of various digitally enhanced single band (Fig.3.9) and multi band images that involves standard band combinations, principal component analysis and directional filtering, since lineaments are the results of faults and fractures they infer that they are the zone of increased porosity and permeability, which in turn has greater significance in groundwater studies occurrence and distribution. Structural features were interpreted from satellite imagery. In the imagery they were identified on the basis of break of slope, truncation of terraces knick points, abrupt change in stream course, lithology, vegetation, texture, drainage density etc. The lineaments were identified by visual interpretation and interactive digitization (Fig.3.16c) in the images. A final lineaments map was constructed from the digital enhancement of individual single band and multiband images together with previous work. MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 27 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING b a Figure 3.9 Edge enhancement of panchromatic image (a) magnified lineaments (b) digitized lineaments Rocks of the map sheet record major tectonic activities distinctly separated in space and time: the first one is deformation accompanied by metamorphism in the Precambrian rocks while the second was extensional tectonics with volcanism responsible for the formation of the rift. 330000 360000 390000 420000 450000 480000 510000 540000 570000 570000 540000 510000 480000 450000 450000 480000 510000 540000 570000 600000 300000 600000 270000 Legend 420000 420000 Lineaments ± 1:1,350,000 10 0 20 Kilometers Adindan_UTM_Zone_37N 270000 300000 330000 360000 390000 420000 450000 480000 510000 540000 390000 390000 20 570000 Figure 3.10 Structural map of the project area MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 28 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING In the project area, the basement rocks are subjected to poly-phase deformation events including folding, thrusting, and sheering, which impart a pervasive north south oriented regional and local structures (Genzebu et al., 1994; Worku 1996; Yihunie and Tesfaye 1998 and reference therein). The various structural elements including foliations, folds, lineations, shear zones, faults, and lineaments characterizing the metamorphic rocks are merely the result of deformation and/or metamorphism. The variations in size, shape, and orientation of these structural elements are mainly attributed to style, nature of deformation, and rheological behavior of the rocks. Cenozoic structures due to extensional tectonics in the rift valley terrain are largely primary layering, flow direction, normal faults of variable magnitude, orientation, and strike length. While the associated morpho-tectonic features predominantly comprise alluvial fans, escarpments, triangular facets, and fabulous volcanic vents (i.e., crater, cinder-, spatter cones, maars, and volcanic ramparts). Primary layering ranging from few centimeters up to few meters are nicely represented in the pre-rift succession of Jirarsa uplands and pyroclastic surge deposit of post rift volcanics. Both textural and compositional inhomogeneuity define the primary layering, which can be readily identified from aerial photographs as physiographic break. Besides, the pyroclastic surge deposit commonly exposed at the crater rims and surroundings exhibit primary layering, which gradually thins and dies out away from the crater mouth. Weather the disposition of this surge deposit is symmetrical or directional could not be established due to absence of available section. It is poorly sorted containing principally angular fragments of various rock types. The beds measures up to few centimeters and differential weathering gave rise the pile a saw-and-tooth appearance while holes are noted where rock fragments are released. In areas covered by recent lava, flow directions depending upon the paleomorphology are readily discerned from aerial photographs and satellite imagery. Low- and high scarp faults with north south, northwest southeast, and northeast southwest trends are exhibited in the volcanic terrain, despite the prevalence of low scarp faults over high scarp faults. In the northwestern corner of the project area, the westerly tilted (up to 30°) Jirarsa uplands with a strike length of 30 km in the map sheet is the southern continuation of Teltele plateau. Triangular facets and alluvial fans indicatives of neo-tectonics decorate this westerly MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 29 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING tilted block covered by pre-rift succession standing more than 1000 m from the floor. Moreover, the wide Arbala graben is situated south of the Sagan basin. It is worth noting the strong linear trend of Ririba stream in the southwestern corner of the project area is due to low scarp fault extending south in to Kenya beyond the map sheet. The wide Arbala graben covered by Tertiary Bulal basalt is largely affected by north south and seldom by NNE-SSW trending low scarp normal faults, which continue and merge with low scarp faults defining the Ririba Rift. The pyroclastic surge deposits overlying the Bulal basalt commonly interrupt the strike continuation of most of these low scarp normal faults. Moreover, the recent lava flow southwest of Goraye village presumably of Quaternary age is impeded by low scarp fault at the southwestern corner of the project area. The faulting has affected the Bulal basalt of probable Pliocene age (Davidson 1983) suggesting recent volcanism and continued tectonic activity. Unlike the surface expression of the MER, which is characterized by north south trending high scarp steep faults, a series of northwest southeast principal normal faults gave rise to a series of horst and graben morphotectonic features around Mega. These northwest southeast trending high scarp steep faults have considerable strike length in excess of 100 km defining the Mega Rift in the broadly rifted zone. The spatial distribution of majority of the volcanic vents (that is, craters, maars, scoria-, and spatter cones) appear to be controlled both by these low- and high scarp faults as most volcanic centers are situated close and/or on these faults. A striking feature of the post rift volcanic products is the presence of mantle nodules, essentially composed of pyroxene and olivine, of variable size blanketed by thin aphyric basalt. It can be thus concluded that most of the normal faults have considerable depth extension reaching at least up to upper mantle. For analysis of lineaments in relation to groundwater prospective zones, distance analyses were carried out and 4 classes were produced (Fig 3.17). Reclassified map of lineament (Fig.3.18) was then produced based on the weight calculated (Table 11) after a pair-wise comparison done based on the fact that areas closer to lineaments are the highest zone of increased porosity and permeability which in tern have greater chance of accumulating groundwater. MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 30 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING 330000 360000 390000 420000 450000 480000 510000 540000 570000 570000 540000 510000 480000 480000 510000 540000 570000 600000 300000 600000 270000 450000 450000 Legend 4 420000 420000 12 26 ± 58 1:1,350,000 10 0 20 40 Kilometers Adindan_UTM_Zone_37N 270000 300000 330000 360000 390000 420000 450000 480000 510000 540000 390000 390000 20 570000 Figure 3.11 Proximity to geological structure map Table 3.7 Weight for proximity to geological structure map Distance Very Very Close Close Far Far Weight Weight * 100 Very 1 0.5812 58 0.2599 26 Close Close 1/3 1 Far 1/6 1/3 1 0.1195 12 Very 1/9 1/7 1/5 1 0.0394 4 Far Consistency ratio = 0.07 MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 31 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING 3.2.7 Geomorphology About half of the project area is situated in the ''broad rift zone'' of southwestern Ethiopia and the remaining half to southeastern plateau. In this sector of the ''broad rift zone'' of southern Ethiopia, north south trending low scarp faults characterize the Ririba rift presumably the southern extension of the Main Ethiopian Rift. Whereas the transverse northwest-southeast trending high scarp, steep faults around Mega resulted a series of outstanding horst and subdued grabens due to abundant volcanic vents and accumulation of their products. Precambrian crystalline rocks dominate the region falling in the southeastern plateau and granitic rocks present outstanding physiographic features. In general elevation declines from north to south except the Gamadu- and Mega ranges where step faults uplifted more than 1000 meters crystalline rocks and gave rise to the highest known elevation in the map sheet. The lowest and highest elevations are 740 and 2495 meters above sea level, respectively. Two main drainage systems characterize the area, the Dawa and Ririba catchements. Tributaries of Dawa river drain the eastern part, whereas the western part including the Rift valley terrain belongs to the Ririba catchement. The physiographic expressions of the area reflect type and structure of the bed rock, accordingly physiographic forms vary greatly in bed rock type and structure: for example, between basalts and acidic intrusive rocks and notably between Precambrian crystalline rocks and Cenozoic block faulted mountain ranges. Contrasting landforms are noted on volcanic rocks of different ages, for example basalt platform with stony soils overlying unconformably the metamorphic rocks and recent aa type lava flows devoid of soil and vegetation. Moreover, the various volcanic landforms (such as craters, cinder- spatter cones, maars, and volcanic ramparts) exhibit spectacular physiographic expressions. Owing to these variations, the area is subdivided into seven physiographic regions and presented from west to east as follows (Fig. 4). i. Rift valley terrain ii. Yabelo massif iii. Rolling topography iv. Alona plain v. Ridge and valley terrain vi. Arero massif vii. Southern lowlands and associated inselbergs MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 32 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING 330000 360000 390000 420000 450000 480000 510000 540000 570000 570000 540000 510000 480000 450000 450000 480000 510000 540000 570000 600000 300000 600000 270000 Legend Study_Area 420000 420000 Rift valley terrain Yabelo massif Rolling topography ± Ridge and valley terrain 1:1,350,000 Arero massif 20 Southern lowlands and associated inselbergs 270000 300000 330000 360000 390000 390000 390000 Alona plain 420000 450000 10 0 20 40 Kilometers Adindan_UTM_Zone_37N 480000 510000 540000 570000 Figure 3.12 Geomorphology map of the project area i) Rift valley terrain In this subdivision a combination of type and structure of the rocks discern spectacular physiographic expressions. The Rift valley terrain encompasses west of a line passing through Soda crater and western flank of Yabelo massif. The rocks characterizing the wide physiographic expressions are mainly horizontally piled up pre-Rift volcanic rocks, post-Rift sheets of basaltic flows, and cluster of vents as well as craters with ejected material and edifices, Precambrian crystalline basement. While, the structures are essentially boundary or subsidiary normal faults which are often steep high scarp faults and rarely low scarp normal faults. MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 33 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING In the north western corner of this physiographic sub-division Jirarsa upland made up of horizontally piled up pre-Rift volcanic rocks rises above 2100 meters above sea level standing over 1000 meters from the surrounding plain. Principal normal fault on the eastern part gave rise to westerly tilted block with triangular facets. The eastern boundary fault passing through western flank of Yabelo massif and Soda crater is a low scarp normal fault, thus defining half graben like structure. Further south north of Dilo this steep high scarp fault splays in to an array of low scarp faults resulting typical steps. Around Mega a series of NNW-SSE trending steep high scarp faults gave rise to basin-and-range like province of crystalline basement rocks. Surface elevation in the horst blocks increases markedly westward giving rise to steep mountain ranges and highlands. For instance, Gamedu mountain range stands over 1000 meters from the floor and with strike length in excess of sixty Km. These horst blocks continue southward, while to the northwest it abut intermittently into the rock floored and sediment filled half graben. Apart from these outstanding mountain ranges, there are isolated elongated ridges and inselbergs with erosinally-modified escarpment. The grabens in this basin-and-range like region are relatively narrow 2-8 Km wide and subdued due to cluster of volcanic vents and accumulation of their products mainly pyroclastic material. The rocks exposed in the grabens are predominantly volcanic, except basement inselbergs. The base of these horst blocks is commonly decorated by cone shaped colluvium and alluvial fans at the mouth of main streams emanating from these physiographic features. Pysiographic features in this part of the Rift owe their origin to be controlled both by rock types and structures i. e., faults associated with rifting. Apart from the aforementioned physiographic feature, the various volcanic vents (i. e., cinder-, spatter cones, craters, and maars) present notable landforms mainly situated on and/or close to these normal faults. Most craters are single and circular, however, there are overlapping craters such as Tinshu Dilo and Goraye craters, where a number of subsidiary collapsed vents define swarm of craters. The size of cinder- and spatter cones varies markedly from few tens of meters to few hundreds of meters. The shape varies from circular to elliptical either convex upward or downward and breached to intact. The Ririba low scarp fault controls the Ririba stream to flow almost in straight course of considerable length for more than fifty Km. Most of the intermittent stream emerging from the horsts disappear after draining shortly in the grabens or form temporary swamps. MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 34 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING ii) Yabelo massif The Yabelo massif is a northwesterly southeasterly-aligned elliptical mountain mass with rugged topography with maximum elevation rising up 2300 meters rising above sea level with forty and eighteen Km in the longest and shortest dimensions, respectively. In the south the massif dies out intermittently by isolated hills and ridges in the flat lying area. Whereas, in the north it is characterized by deeply incised valleys with terraced morphological features and anomalously high standing peaks. In this mountain range rare high standing widely jointed blocky rock masses devoid of vegetation forming steep cliff are noted. Incorporation of older crustal material within this massif is evident from the localized flat lying topography and deeply incised valleys. It is worth mentioning the plain where the town of Yabelo is situated, where older crystalline rocks are exposed. iii) Rolling topography West of the ridge and valley terrain gently sloping relatively small chain of ridges and broad immature river courses characterize this physiographic feature. Topographically, these small chains of ridge gradually slope southward and merge with the low lands and associated inselbergs. This physiograpjic subdivision has developed partly on crystalline basement rock and partly on stocks of acidic intrusive rocks. iv) Alona plain The Alona plain is characteristically a flat lying plain with stony soil capping the crystalline rock covering considerable area and extends north into Agermariam sheet. The flat nature of this plain is presumed to be a function of the horizontal attitude of the underlying Tertiary flow. The thickness of this flow might not exceed a few meters as erosion exposed the underlying crystalline rock at some localities as windows to look through older material. MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 35 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING v) Ridge and valley terrain The ridge and valley terrain stretches linearly across the map sheet represented mainly by deeply dissected “V” or “U” shaped valleys and continuous chains of mountains and erosinal remnants of discontinuous ridges in the north and south, respectively. Whereas in the north. Most of the isolated hills and elongated mountain chains in the southern and northern sector of this physiographic sub-division exhibit smooth textures on aerial photographs and satellite imageries attributed to grass cover and absence of trees. Unlike other physiograhic sub-divisions of the area streams in the northern sector of ridge and valley terrain have matured courses and drains northeasterly to join Dawa river. vi) Arero massif A striking landform is provided by Arero plutonic body in the northeastern part of the map sheet, rising above 1800 meters above sea level. This north south aligned elliptical body with strike length of more than sixty km. and breadth of 20 km. terminates gradually in the flat lying lowlands in the south, whereas it continues to Ageremariam (NA37-10) sheet in the north. This mountain range is characteristically rugged with deeply dissected narrow valleys whose eastern and western flanks are moderately dipping. In the eastern part high outstanding peaks characterized by widely spaced joints, blocky rock masses forming cliff and devoid of vegetation are noted. Convex sheeting, that is, progressive rounding as successive sheets, another form of exfoliation weathering, is noted in the western flank. Two outstanding post-tectonic granites situated with in Arero massif exhibit circular physiographic features with central depression and craggy peripheral part. Stream courses in this physiographic subdivision are commonly "V"shaped characterized by radial convergent or divergent drainage pattern draining at different direction to join Dawa river. vi) Southern lowlands and associated inselbergs This physiographic subdivision covers vast area next to Rift valley terrain and predominantly characterized by extensive flat lying plain with thick soil cover except ubiquitous steep sided inselbergs and hills. In general elevation in this physiographic subdivision decreases southward MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 36 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING with an average elevation 1350 and 1800 meters above sea level for the plain and ubiquitous inselbergs, respectively. Stream courses in this physiographic sub-division are broad and mostly disappear shortly in the flat lying plain. Table 3.8 Weight for geomorphology of the project area Rift valley terrain Rift Southern Rolling Alona Ridge Arero Yabelo valley lowlands and topography plain and massif massif terrain associated valley inselbergs terrain Weight Weight * 100 1 37 0.3722 Southern 1/2 lowlands 1 24 and 0.2410 associated inselbergs Rolling 1/3 1/2 1 15 0.1534 topography Alona plain 1/4 1/3 1/2 1 9 0.0999 Ridge and valley 1/5 1/4 1/3 1/2 1 7 0.0652 terrain Arero massif 1/8 1/5 1/4 1/3 1/2 1 4 0.0406 Yabelo massif 1/9 1/8 1/5 1/4 1/3 1/2 1 3 0.0276 Consistency ratio = 330000 360000 390000 420000 450000 480000 510000 540000 570000 570000 540000 510000 480000 480000 510000 540000 570000 600000 300000 600000 270000 0.02 450000 450000 Legend 3 4 420000 420000 7 9 15 390000 37 390000 ± 24 1:1,350,000 20 10 0 20 40 Kilometers Adindan_UTM_Zone_37N 270000 300000 330000 360000 390000 420000 450000 480000 510000 540000 570000 Figure 3.13 Reclassified geomorphologic map of the project area MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 37 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING 3.2.8 Geology The project area comprises two major litho-stratigraphic units ranging in age from Precambrian to Quaternary, that is, Precambrian crystalline rocks and associated intrusives, Tertiary to Quaternary volcano-sedimentary rocks and Quaternary superficial deposit. 330000 360000 390000 420000 450000 480000 510000 540000 570000 540000 510000 480000 Undifferentiated mafic-ultramafic (Pmus) 390000 Amphibole gneiss (Pag) Scoriaceous basalt (Tsc) Undifferentiated volcanic rocks (Tuv) ± Alluvial soil (Qa) Granite (Pgt2) Elluvial soil (Qe) Monzonite (Pmo) 360000 Pyroclastic deposit (Qps) Olivenphyric basalt (Tob) Megacrystic granite (Pmgt) 1:1,350,000 Calcrite (Qcf) Granodiorite (Pgd) 330000 420000 Graphite bearing marble and amphibolite (Pgms) 20 Limestone (Jh) 360000 390000 420000 Bulale basalt (QBb) Biotite bearing quartzofeldspatic gneiss (Pbqfg) 300000 Arero granitoid (PAgt) Weakly to distinictly foliated granite (Pgt1) Augen granitic gneiss (Pagng) 270000 450000 Legend Banded gneiss (Pbg) 390000 420000 450000 10 0 20 40 Kilometers Adindan_UTM_Zone_37N 480000 510000 540000 570000 360000 450000 480000 510000 540000 570000 300000 570000 270000 Figure 3.14 Geological map of the project area i) Precambrian crystalline rocks The Precambrian crystalline rocks of the area comprise high-grade gneisses, schists, weakly to moderately metamorphosed sedimentary-, basic volcanic- and mafic-ultramafic rocks. The Precambrian crystalline rocks mostly occupy the eastern part of the project area, that is, west of the line passing through Soda crater and western flank of Yabelo massif. Exposures are often extensive and continuous in the mountain ranges, blocky and fragmental in the ridges and hills, whereas patchy and discontinuous in the flat lying areas. MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 38 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING Banded gneiss intercalated with sporadic undifferentiated schists and marble (Pbg) Banded gneiss and associated undifferentiated schists are the most wide spread crystalline basement rocks in the project area. It is mainly exposed in the southwestern part of the project area. Continuous and extensive outcrop is common in the horsts while in the inselbergs outcrop is mainly discontinuous and patchy. The fundamental feature of this map unit is compositional and textural heterogeneous lithologies (which are evident even on outcrop scale) comprising mainly a suite of quartzofeldspathic rocks that are variably interlayered with mafic gneisses, and intercalated with sporadic schists. The compositional layering/banding ranges from few mm to some tens of meters, which virtually appears a preferred orientation (i. e., foliation) on aerial photographs as well as on the outcrops. Wide textural variation from massive through weakly foliated to distinctly foliated and from medium grained to coarse-grained variety is common on outcrop scale. Differential weathering gives the rock a typical saw-and-tooth appearance, which is distinct from far distance, and ellipsoidal cavities up to 50 cm deep. In general the thickness and intensity of these mafic layers decrease towards east. The rock unconformably underlies the Cenozoic volcanic rocks and has concealed contact with other crystalline rocks due to soil cover. Closely spaced vertical and horizontal presumably tensional joints gave the rock (especially the quartzofeldspathic component) a slaby appearance. Moreover, sporadic concordant and/or discordant late stage very coarse grained (1cm), pink pegmatite veins ranging in thickness from few tens of millimeters to few meters intrude this unit. Augen granitic gneiss (Pagng) This map unit defines strike parallel lens like north west trending prominent ridges characterized by craggy outcrop pattern at the top part. It is buff pink, medium to coarse grained, with accentuated foliation, and with blocky outcrop pattern characterized by two sets of joint i., e., parallel and perpendicular to the foliation. Biotite bearing quartzofeldspathic gneiss (Pbqfg) A large part of the crystalline basement in the project area mainly consists of quartzofeldspathic rock with variable modal abundance of biotite and amphibole as well as development of layering. That is, at places the modal abundance of biotite predominates over the amphibole MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 39 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING content and vice versa, however, systematic variation can not be outlined. In the northern part of the domain, elas (water wells), road cuts as well as river sections where exposures are continuous much of this unit is relatively uniform and poorly layered. Whereas, in the south where outcrop is scanty, differential weathering and erosion preferentially expose the leucocratic layer which may mistake with deformed intrusive, particularly granite. The rock is exhumed by pre- to syn tectonic granitoids especially along the contact with the low-grade rocks and in the northern part of the domain and unconformably overlain by Cenozoic volcanic at places. In the south its contact is not observed and clearly understood due to thick soil cover. The unit is invariably intruded by pegmatite and quartz veins of variable dimension (1-10 cm thick) with different orientation, mostly exhibiting pinch-and-swell structure. Unlike to the banded gneiss, pegmatite veins intruding this litho unit contain hydrous minerals such as amphiboles and biotite. The rock is pinkish gray to buff gray, medium grained, distinctly foliated defined by parallel alignment of the mafic constituents. Graphite bearing marble, talc-tremolite schist, and amphibolite (Pgms) These intimately associated discontinuous patchy litho-units are exposed in the Rift valley terrain mantled by eluvial cover and its relation with the nearby high-grade rock is neither observed nor understood. The marble is grayish white to dirty white, coarse grained, with compositional layering defined by alternating color variation i. e., felsic and mafic minerals dominated layer gave the rock a banded appearance ranging from 1 to 3 cm thick. Talctremolite-actinolite schist is dark green, fine to medium grained and massive to weakly foliated with occasional sulfide bearing quartz veins and veinlets. The amphibolite is dark green, fine to medium grained and with accentuated foliation, exhibiting compositional banding defined by felsic- and mafic rich constituents. Undifferentiated mafic-ultramafic rocks (Pmus) Undifferentiated mafic-ultramafic rocks are persistently exposed through out the low-grade belt across the sheet, despite its discontinuous outcrop pattern in the southern part of the belt. Extensive and continuous outcrop of undifferentiated mafic-ultramafic rocks are exposed on the eastern part of the belt, however, separate small lenses are found on the western part of the belt and ubiquitously within the metavolcano-sedimentary assemblage. Repetitions of this maficultramafic lithounit across the belt might have some tectonic implication despite the absence of MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 40 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING systematic documentation to unravel it. Generally it forms strike parallel outstanding chains of mountains in the northern part of the belt whereas as small discrete lenses in the southern part of the belt, which in most cases is characterized by smooth topography at the top part attributed to alteration. It’s peculiar photo-characteristic, that is, smooth texture due to grass cover, and absence of trees makes their identification very easy on aerial photographs. Compositionally this unit comprises: a. talc-chlorite-tremolite schist b. chlorite-talc schist c. silicified ultramafic (birbirite) and separation into mappable units at this scale impossible. Undifferentiated mafic-ultramafic rocks exhibit variegated colors (i. e., silvery gray, grayish green, light green, yellowish brown), and are fine to medium grained. a) talc-chlorite-tremolite schist: This litho-unit make up the second largest rock type of the undifferentiated mafic-ultramafic rocks. It is grayish gray, fine to medium grained, feels soapy when touched with hands. b) chlorite-talc schist: It occurs as lens like small patchy intercalation within the metasediment. It is greenish gray to silvery gray, fine to medium grained and weekly foliated. c) silicified ultramafic (birbirite): This litho-unit is often ridge forming exhibiting blocky out crop pattern and commonly found at the top part. Its peculiar photo- characteristic, (i. e., smooth texture, due to grass cover, and absence of trees) makes its identification very easy on aerial photographs. It is yellowish brown, cryptocrystalline rock essentially oxidized and silicified mafic-ultramafic rocks with box work/mesh like structure resulted from criss croosing quartzand magnesite veinlets. These mesh like structures are filled by reddish brown clayey material and disseminated fibrous light green serpentine. Magnesite veins ranging from few centimeters up to tens of centimeters have been encountered in most places. Rarely large crystals of vermiculite have been noted associated with the serpentinite. In association with this altered ultramafic, serpentinite is commonly found characterized by greenish green color, fine grained, massive to weakly foliated. Amphibole gneiss (Pag) This unit commonly exposed as discontinuous small ridges and rarely as patchy discontinuous in the flat lying area in the southern part of the eastern gneissic domain. Its contact is concealed with thick soil cover and thus not understood. The rock is gray green to dark green, medium MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 41 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING grained, massive to distinctly foliated, and silicified at places expressed as stringers parallel to the foliation containing sulfide mineralization. Megacrystic biotite granite (PMgt) It occurs two plutonic bodies in the northeastern part of the project area. These plutonic bodies are bowl shape with a depression at the central part while the peripheral part is represented by continuous craggy and mountainous topography. This circular pervasive planar fabric cut across the main regional fabric trending meridional to submeridional. The contact of this megacrystic granite with the country rock is highly tectonized and distinctly foliated dipping steeply inwards. The intensity of the deformation decreases towards the center of the intrusion, which gradually gets massive and characterized by blocky and sheet like outcrop pattern. The rock is pink to buff pink, coarse to very coarse grained, massive, with randomly oriented abundant large K-feldspar crystals (up to 50 mm long), which gave the rock pegmatoidal appearance. Biotite and amphibole (hornblende) are the common mafic minerals in the rock. Pegmatite veinlets and veins intrude the unit. Granite (Pgt2) This litho unit is exposed ubiquitously in the project area occurring as small inselbergs standing high against the flat lying plain. These stocks like bodies commonly exhibit circular to subcircular outcrop pattern widely jointed with blocky rock masses forming steep cliff devoid of vegetation and with steep contacts with the host rock as deduced from the outcrop pattern. The top parts of these bodies are commonly cliff forming, while the foothill is commonly weathered and kaolinized at places showing spheroidal weathering. Pegmatitic and quartz veins of variable size and strike length have been noted. Rare xenoliths of the country rock are encountered in some of these intrusions. The rock is buff pink to pink, coarse grained to very coarse grained (at places porphyritic with crystals up to 4 cm long), massive, textural and compositional variation is evident among different bodies. Monzonite (Pmo) This elliptical intrusion is exposed west of Das village with longest dimension (10 km) across the regional planar fabric. It crops out in Sidola and Kormanjeli hills while the former is elliptical and the latter is circular exhibiting blocky outcrop pattern. The rock is light grey to buff pink, MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 42 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING coarse to very coarse grained (at places pegmatoidal with grain size reaching up to 1cm), sometimes porphyritic with feldspar phenocrysts, and massive with no sign of deformation. Exfoliation weathering is characteristics of this unit. One set of joints trending NW-SE and dipping moderately to SW is observed. Granodiorite (Pgd) This intrusion is exposed in the northeastern part of the Map Sheet in the western gneissic terrain and half of the body extends into Ageremariam Map Sheet. The metavolcano-sedimentary, gneisses and pre-rift basalt to the east, west, and south flank this sub-circular intrusion, respectively. It has a bowl shape with smooth topographic expression and outcrops are commonly found as patches and big blocks. The rock is buff grey to grayish white, medium grained, massive, with internal (color, textural, and compositional) variations but not as diverse as larger intrusions, and at places exfoliated. Arero granitoid (PAgt) This plutonic body is named after a small village Arero, situated on the southern terminus of the intrusion. This north south stretched concordant (i. e., parallel to the regional fabric) body is elliptical in shape with twenty by forty kilometer in diameter represents an outstanding massif. Although the contact of this map unit with adjacent enclosing units is covered with soil it is presumably moderate as deduced from the outcrop pattern. It is worth noting that this plutonic body represent the southern most intrusion of the three en echelon arranged prominent plutons in the Adola area of southern Ethiopia, namely Gariboro, Ranu and Arero (Kozyrev et al., 1985; Awoke and Meshesha 1993). In general, the intrusive form very rugged topography dissected by deeply incised valleys giving rise to commonly ''V'' and rarely ''U'' shaped valleys, at places with towering rocky blocks forming steep cliffs devoid of vegetation. This plutonic body exhibit convex sheeting structure, that is, progressive rounding of the intrusion as successive thin sheets (another form of exfoliation) with no pervasive internal fabric which mistaken with foliation. This intrusion exhibits wide textural and compositional variations even at the same outcrop. In general, the rock grades from gneissose variety at the periphery to massive variety at the center of the body, however, ubiquitous pods of purely undeformed massive porphyritic granites are common. Although systematic compositional variation cannot be established the intrusion exhibit wide compositional variations ranging from granodiorite through granites to alkali feldspar granite. MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 43 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING The rock is pink, buff pink, medium to coarse grained, massive to gneissose, widely jointed (i. e., sub-horizontal and vertical). The ubiquitous towering blocks are commonly pink, coarse to very coarse grained, widely jointed, rich in K feldspar, and relatively fresh. At places it is intensely weathered giving rise to kaolin, which is used for painting houses locally, it is only quartz that can be identified from this weathered rock. It is leucocratic with color index 1 to 10, and with varying proportion of mafic constituents. Granite (Pgt1) This map unit is mainly exposed as elliptical, sub-circular small discrete bodies concordant to the regional fabric close and/or in contact to the low-grade rocks. Moreover, ubiquitous exposures of this map unit are encountered through out the area. These intrusions are believed to consume the low-grade rocks as evidenced by the presence of xenoliths, roof pendants and enclaves of the low-grade rocks within it and pegmatitic veins in the ultramafic rocks. Apart from this, lensoidal or chocolate shaped xenoliths of mafic gneisses are common in this unit exposed in the Rift valley terrain. Those intrusions found close and/or in contact with the ultramafic exhibit continuous closely spaced fractures, which are readily recognizable on aerial photographs giving rise the rock slaby appearance. In general, this map unit is weathered except the top part, which is characterized by blocky and relatively fresh outcrop. Both concordant and discordant pegmatitic and quartz veins with variable thickness and strike length are common in this unit. The rock is grayish pink to buff pink, medium to coarse grained, often weakly- to distinctly foliated defined by alignment of mafic constituents stretched felsic constituents. ii) Cenozoic volcanic rocks Western part of the project area, that is, west of a line passing through Soda crater, Dubuluk village, and western flank of Yabelo massif belongs to the broadly rifted zone of southwestern Ethiopia and predominantly covered by Cenozoic volcanic rocks. Volcanic rocks in the area are due to both central and fissural eruptions the former include large number of volcanic cones and craters producing volcanic rocks mainly consisting of pyroclastic fall deposit and vesicular to scoriaceous basalt, while the latter is represented by widespread bimodal sheet flows (Fig.3.14). The craters/maars has variable size and shape ranging from few meters to few tens of meters in diameter and nearly from circular to overlapping swarm of vents, respectively (Fig.3.14). Similarly the shape of the volcanic cones (i. e., cinder- and spatter cones) varies from circular to elliptical despite the presence of both breached and intact variety. Commonly their diameter is in MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 44 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING the order of few tens of meters and convex- upward and downward varieties are encountered. It is worth noting most of the aforementioned volcanic vents are situated on and/or near the principal boundary- or subsidiary normal faults. The Cenozoic volcanic rocks are subdivided into two broad categories based on whether erupted before or after rifting, namely pre rift- and post rift volcanics. The pre rift succession, whose earliest flow range in age from mid to late Eocene (Davidson 1983), is represented by subhorizontally piled up basaltic, and salic (trachyte and trachybasalt) rocks overlying fault bounded tilted blocks. It occupies predominantly the uplands of Jirarsa, Sarite, and Werersu mountain chains in the northwestern corner of the project area The post rift succession comprises widespread sheet of basaltic flows with variable textural attribute and pyoroclastic deposit. These rocks are mainly exposed in the grabens, in the flat lying topography in the southwestern sector of the project area. Bulal basalt (QBb) This litho-unit is the most widespread post rift volcanic rock in the project area occupying the flat lying Arbala plain extending further south beyond Dilo and Goraye villages to adjacent Sololo map sheet. This informal lithostratigraphic unit was introduced first by Davidson, (1983) after a vast plain northwest of the map sheet known as Bulal extending to the map sheet. This map unit lapse up against the westerly tilted Jirarsa, Sarite, and Werersu uplands covered by prerift Miocene (Davidson 1983) salic volcanics in the western part of the project area, and thus has an unconformable relationship with these rocks. While the base of this unit is not exposed anywhere and nothing can be said about the contact nature with underlying unit. It is not possible to know the exact thickness of the unit as there is no available section, however, it is estimated not more than 20m as calculated from the 1:50000 topographic map. The rock occupies commonly flat lying topography and faulted blocks with stony soil outcrop pattern and rarely as horizontally layered continuous sheet. The unit essentially comprises a wide variety of texturally inhomogeneous basic rocks namely: aphanitic basalt, vesicular basalt, and amygdaloidal basalt whose separation into mapable units at this scale impossible. The aphanitic basalt is mainly exposed as rounded subrounded boulders/blocks with brownish gray weathering rinds enclosingblack to dark gray fresh core and rarely as patchy sheet. Locally, flow lamination defined by colour variation with thickness ranging from 0.5-1.5 mm is noted. The rock is black to dark gray, fine to medium grained, massive, locally with minor vesicles MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 45 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING ranging in diameter from 1 mm to 4 mm. At places, these vesicles are filled with calcite and zeolite amygdale. Pyroclastic and Scoria deposits (Qps) Pyroclastic and scoria deposits are mainly crop out in the southwestern sector of the project area. The former is commonly found occupying flat lying areas surrounding the rim of most notable craters and maars ( Soda, and Goray) with maximum thickness at the crater rim gradually dying out away from the crater. While the later crops out intermittently at cinder-, spatter cones, volcanic ramparts and few meters down slope, at places the scoria and pyroclastic deposit intermingle each other and separation of these unit is difficult at this scale, however, detailed description of each lithounit is provided. Generally it is gray, grayish white, grayish brown, poorly sorted, with distinct primary layering (exhibits graded bedding, cross bedding structures) ranging in thickness from few mm up to thirty cm. It essentially consists of rock fragments of banded gneiss, granite, basalt, and mantle nodules. The size of these rock fragments range from few cm by cm to 1m by 0.5 m, that is, from lapilli to blocks and bombs. The shape varies from angular to subangular. At places these rock fragments are released and gave rise the map unit a jig-saw appearance. Ash fall deposit, lapilli tuff, and agglomerate are the predominant type of pyroclastic deposits in the area, which in some cases are interlayered. Commonly the thickness of this unit is maximum at the crater rim (up to 50 m) gradually dying out away from the crater, however, west of Mega town in a deeply dissected narrow stream the thickness of the ash deposit is beyond the limit of observation (>100 m). This litho-unit has sharp contact with the other volcanic units and sometimes unconformablly overlies the crystalline rock (e. g., Soda crater). The scoria is reddish brown, grayish black and is formed of loosely packed/agglutinated cobble, gravel, or lapilli sized cinder, which in some cases show graded bedding. iii) Pre Rift volcanics Scoriaceous basalt (Tsc) This stratigraphically higher unit covers the upper most section (greater than 1500m elevation) of jirarsa, Sarite, and Werersu uplands in the northwestern part of the project area overlying the undifferentiated volcanic rocks. MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 46 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING The scoriaceous basalt exhibits a prominent horizontal layering with topographic break readily seen on aerial photographs overlying the undifferentiated volcanic rocks. It is not more than 40m thick. Although thin section from this unit is not available the texture ranges from aphyric to scoriaceous, through mildly porphyritic, and amygdaloidal. The color varies from light gray to brownish gray through light greenish green. The vesicles are some times filled with zeolites and calcite amygdales. Undifferentiated volcanic rocks (Tuv) In the western part of the project area up to 500m thick undifferentiated volcanic rocks of pre-rift succession make up the Jirarsa, Sarite, and Werersu uplands which is tilted approximately 30º towards westerly. It essentially comprises of basalt and subordinate trachyte/trachybasalt with wide textural attributes at places separated by different thin (up to 70cm) backed zones. There are at least four observable basaltic flows separated by backed zones, which at places reach up to 70cm in thickness. The number and thickness of flows differ from place to place and there exists considerable variation in texture among the different flows (i. e., aphyric, porphyritic, layered, amygdaloidal, and scoriaceous). The salic (trachyte/trachybasalt) volcanic rocks exhibit wide range of textural and compositional attributes, that is, from aphyric to porphyritic, massive, through flow banded and glassy (with devitrified glass in some sections). Compositional variation from trachyte to trachybasalt through volcanic ash and tuff are noted in this package. The trachyte is light gray to gray and greenish gray on fresh outcrops, with flow banding structure, and at places silicified and brecciated. Olivine phyric basalt (Tob) This litho unit overlies unconformablly the Precambrian crystalline rocks in the northern part of the area. It is designated as Lower Basalt and radiometric age dating from this unit ranges from 36.7 to 44.9 Ma (Woldegebriel et al., 1994) despite samples were taken from similar map units far from the olivine phyric basalt is exposed. This unit covers flat lying area with sub-horizontal layering, with stony soil outcrop pattern. They weather characteristically to rounded boulder with thin grayish brown weathering rinds enclosing dark gray fresh core. Some granitic hills stand fairly above the basalt sheet in the western part of this flow. The rock is dark gray, porphyritic, rarely vesicular and vesicles are filled by calcite amygdale. MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 47 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING iv) Superficial Deposits Considerable part of the project area (i. e., 57%) was covered by superficial deposits occupying the flat lying areas which are broadly subdivided into three namely alluvium, elluvium, and calcrete with subordinate ferricrete. Alluvium (Qa) Alluvial deposit occupies streambeds, flood plains, stream banks, and rarely defines alluvial fans at the mouth of some rivers. It mainly consists of sand, silt, clay in various proportions with some pebbles and cobles and the color varies from grayish white through reddish brown to black. The constituent minerals of the sand and silt are chiefly quartz, feldspar, rounded to subrounded rock fragments, and subordinate magnetite, biotite, and white micas. Near Web village very thick unconsolidated loose sand with thin layer of calcrete ranging in thickness from 15 to 20 meters were noted in a water well (Ela) probably representing a paleochanel. In the rift valley terrain some of the streams ended up in alluvial fans. Elluvium (Qe) This unit comprises of residual and transported soils occupying flat lying and gentle topography represented by sand, silt, clay, and gravels in various proportions. The color varies mainly from black, through reddish brown sometimes to grayish white and constituent minerals mainly quartz, feldspar, rock fragments with subordinate biotite and magnetite and white micas. The thickness of this unit is unknown as the base can be seen. Calcrete (Qcf) This lithounit is exposed ubiquitously in the project area occupying ridge tops, flat lying areas and flood plains as thin sheets (few meters thick), lenticular, and elongated. It is chiefly grayish white to buff white rarely with yellowish brown and reddish brown varieties, fine grained to cryptocrystalline, with some clasts of rock fragments. Although this unit is mapped as calcrete there are subordinate ferricrete and silcrete, which are characterized by reddish brown and buff white color, respectively. They are chiefly composed of fine cryptocrystalline carbonate with subordinate minerals and rock fragments of gravel and pebble size. At places they exhibit horizontal layering readily recognizable from aerial photographs. Moreover, laminations defined by color variation and convolute folding suggesting their deposition under sub aerial environment. MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 48 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING Table 3.9 Geologic units grouped based on their ground water importance lithology Rank Group Calcrite (Qcf) 1 Group1 Alluvial soil (Qa) 1 Importance Group2 Elluvial soil (Qe) 2 Group3 Pyroclastic deposit (Qps) 3 Group4 Limestone (Jh) Decreasing 4 Group5 Scoriaceous basalt (Tsc) 5 Olivenphyric basalt (Tob) 6 Undifferentiated volcanic rocks (Tuv) 6 Bulale basalt (QBb) 6 Importance Group6 Biotite bearing quartzofeldspatic gneiss (Pbqfg) 7 Granite (Pgt2) 7 Augen granitic gneiss (Pagng) 7 Group7 Graphite bearing marble and amphibolite (Pgms) 7 Granodiorite (Pgd) 7 Megacrystic granite (Pmgt) 7 Weakly to distinictly foliated granite (Pgt1) 7 Banded gneiss (Pbg) 7 Monzonite (Pmo) 7 Amphibole gneiss (Pag) 7 Arero granitoid (PAgt) 7 Undifferentiated mafic-ultramafic (Pmus) 7 MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 49 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING Table 3.10 Weight for geology of the project area Weight Group1 Group2 Group3 Group4 G4roup5 Group6 Group7 Weight * 100 Group1 1 Group2 1/2 1 Group3 1/3 1/2 1 Group4 1/4 1/3 1/2 1 Group5 1/6 1/4 1/3 1/2 1 Group6 1/8 1/6 1/4 1/3 1/2 1 Group7 1/9 1/8 1/6 1/4 1/3 1/2 Consistency ratio = 0.2442 24 0.1553 16 0.0986 10 0.0627 6 0.0398 4 0.0267 3 0.02 330000 360000 390000 420000 450000 480000 510000 540000 570000 570000 540000 510000 480000 480000 510000 540000 570000 600000 300000 37 600000 270000 1 0.3728 Legend 450000 450000 3 4 6 420000 16 ± 390000 24 37 1:1,350,000 20 10 0 20 40 Kilometers 390000 420000 10 Adindan_UTM_Zone_37N 270000 300000 330000 360000 390000 420000 450000 480000 510000 540000 570000 Figure 3.15 Reclassified geological map of the project area MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 50 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING 4. INTEGRATED ANALYSIS IN GIS ENVIRONMENT The main objective of the study is to generate groundwater potential zone of the based on different thematic maps by considering their relevance to groundwater occurrence. In order to produce the potential groundwater zone map detailed GIS analysis of eight thematic maps was conducted. A groundwater model was constructed using ArgGIS model builder engine (Fig 4.1). Using the model all maps were rasterized, reclassified and given appropriate weight in order to integrate them for multi criteria evaluation (MCE). The following steps have been followed to produce groundwater potential zone: i. Selection of data for an input based on their groundwater controlling parameters. ii. Using the model personal geodatabse and feature dataset was prepared and each data set that was produced from previous work, remote sensing imagery, digital elevation model (DEM), topographic maps and field observation were imported into geodatabase to have the same spatial reference. iii. All the data sets were then converted into raster grid in the model in order to perform different GIS analysis between data layers such as overlay analysis. iv. All the data sets were reclassified based on their importance to groundwater potentiality (availability). v. Prior to integration of the data sets, individual class weights and map scores were assessed based on Satty’s Analytic Hierarchy Process (AHP) (Table 1); in this method the relative importance of each individual class with in the same map and factor maps are compared each other and important matrices are produced with calculated weight using WEIGHT module of IDRSIS32. The matrices have consistence known as consistency ratio (CR). Satty recommends that matrices with CR rating greater than 0.1 should be reevaluated. The weights derived from this method were normalized after multiplying them MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 51 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING by 100 and rounded to integer value to avoid complexities of computation in further analysis. vi. Eight matrices for pair-wise comparison of each data set in a single map with calculated weight of each data set was produced and the factor maps were reclassified based on the weight calculated. vii. After a pair-wise comparison of each factor maps based on their influence to groundwater occurrence a single matrix (Table 14) with calculated weight of each factor map was produced. 4.2 GIS Modeling In order to delineate potential groundwater site in the projec area , all the data sets were integrated using the model constructed in ArcGIS model builder engine (Fig 4.1). The final map was produced by Weighted Linear Combination (WLC) where each class individual’s weight was multiplied by the map scores and then adding the results: S = Wi Xi Where S = Suitability Wi = Weight for each map score Xi = Individual map 4.3 Weighting In order to apply multi-criteria evaluation (MCE), a set of relative weights was assigned for each map using WEIGHT module of IDRISI 32. The procedure mentioned in section 5.1 step vii was followed using continuous rating scale developed by Satty (1977) (Table 1). The weights calculated for each factor map were the results of pair-wise comparisons of each factor map based on their relative importance to groundwater accumulation. MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 52 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING Table 4.1 Weight for all factor maps Lineament Geolog Slope Geomor Drainage Land Distance y Steepness phology Density use/Cover Weight Weight * 100 Lineament 1 0.4046 40 0.2468 25 0.1647 16 0.0984 10 0.0583 6 0.0273 3 Distance Geology 1/2 1 Slope 1/3 1/2 1 Geomorphology 1/5 1/3 1/3 1 Drainage 1/8 1/5 1/3 1/4 1 1/9 1/8 1/6 1/3 1/5 Steepness Density Land Use 1 /Cover Consistency ratio = 0.07 MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 53 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING 5. RESULT The delineation of groundwater potential zones by reclassifying into different potential zones; Very Good, Good, Moderate, Fair and Poor (fig 5.1) was made by utilizing the model designed using ARCGIS model builder engine. The map produced has shown that the groundwater potential of the project area is related mainly to lineaments, geology and slope. 300000 330000 360000 390000 420000 450000 480000 510000 540000 570000 570000 570000 600000 270000 600000 240000 540000 540000 Yabelo 510000 510000 Teltelie 480000 480000 Arero 450000 Legend Groundwater Potential Poor 420000 420000 Fair Moderate ± Good 1:1,350,000 Very Good 20 10 0 20 40 Kilometers Adindan_UTM_Zone_37N 240000 270000 300000 330000 360000 390000 420000 450000 480000 510000 540000 390000 450000 Dire 570000 Figure 5.1 Ground water potential zones analyzed on the basis of structure, geology, slope, geomorphology, drainage and land use/cover The validity of the model developed was tested against the borehole data, where out of 40 with yield borehole data collected from the study area 21 are on very good and good zones, 12 on moderate zones, 5 on fair and 1 on poor zones (Fig. 5.2). MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 54 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING Table 5.1 Borehole data from different localities of the project area NO NAME Easting Northing Discharge(L/S) Potential 1 Dhaka Kalla 320975 552429 1 Poor 2 Birindar 350065 566262 4 Fair 3 Ghendile 313937 545560 4 Fair 4 Chilanko 389737 541642 0.5 Fair 5 YABELO ETH/027 400211 543067 0.2 Fair 6 DAS ETH/041 468462 465848 0.5 Fair 7 Nekayo/Mermero 305786 513683 7.2 Moderate 8 Harodimtu 478665 525964 1 Moderate 9 Mermero 305774 514001 7.2 Moderate 10 Metagefersa 478665 525964 1 Moderate 11 Millemi 321643 559592 0.62 Moderate 12 Surupha 423502 567889 0.45 Moderate 13 Dololo Merkala1 378646 539472 0.66 Moderate 14 El-leh 400413 524294 1 Moderate 15 WACHILE ETH/005 507209 502191 0.1 Moderate 16 Y ABELO ETH/026 404255 539723 6.5 Moderate 17 Sarite/Giwesa 346964 545325 3.25 Moderate 18 Utalo 389294 520566 2 Moderate 19 kello 314774 565086 3.5 Good 20 Afura 412109 550665 1.25 Good 21 Billa 317086 550869 5.5 Good 22 Did hara 429402 532064 0.5 Good 23 Horbate 338110 523280 5.8 Good 24 QA-GOFA ETH/042 433479 470795 1 Good 25 Horbate/Ambo 338052 523061 5.8 Good 26 Haro wayu 1 398981 516768 1.6 Very Good 27 Hoboq 306254 505927 7.5 Very Good 28 walenso 496909 498110 3.2 Very Good 29 Mormora 349378 538949 2 Very Good 30 Orbati1 347744 535635 2.17 Very Good 31 ANOLE ETH/024 439801 476795 0.3 Very Good 32 DUBLUK ETH/025 420030 482730 0.5 Very Good 33 GAYU EHT/BH5 448327 466494 0.7 Very Good MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 55 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING 34 UDET ETH/BH4 526727 525631 1.5 Very Good 35 Dubluk Town 420112 482697 6 Very Good 36 Adegelchet 378395 533283 0.66 Very Good 37 Goray/Melka Sedeka 338000 454149 4 Very Good 38 Harewayu 398972 516763 9 Very Good 39 Dubluk area 425179 477832 0.5 Very Good 40 Dubluk Town 419909 482961 0.5 Very Good 300000 330000 360000 390000 420000 450000 480000 510000 540000 570000 570000 570000 600000 270000 600000 240000 540000 540000 Yabelo 480000 450000 450000 Dire Poor 0.10 - 1.00 Fair 1.01 - 2.17 Moderate 2.18 - 4.00 Good 4.01 - 6.50 420000 420000 Legend Groundwater Discharg L/s Potential ± 1:1,350,000 Very Good 270000 300000 330000 360000 390000 6.51 - 9.00 420000 10 0 20 40 Kilometers Adindan_UTM_Zone_37N 450000 480000 510000 540000 390000 480000 Arero 20 240000 510000 510000 Teltelie 570000 Figure 5.2 Distribution of boreholes in ground water potential zones Moreover out of 40 bore holes (with yield data), bore holes with yield between 4 l/s to 9 l/s are on the very good and good zones which reflects the actual groundwater potential (Fig. 5.2). Although some wells exist in all groundwater potential zones, the best yielding wells lie in the very good and good groundwater prospect zone. The model generated will help as a guideline for designing a suitable groundwater exploration plan in the future. The spatial distributions of the various groundwater potential zones obtained MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 56 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING from the model generally show regional patterns of lineaments, drainage, landform and lithology. Spatially the very good and good categories are distributed along areas near to lineaments and less drainage density and where the lithology is affected by secondary structure and having interconnected pore spaces. This highlights importance of lineaments, geology and hydrogeomorphological parameters in the project area. Areas with moderate groundwater prospects are attributed to contributions from combinations of the land use/cover, lithology, slope and landform. The low to poor categories of groundwater potential zones are spatially distributed mainly along ridges where slope class is very high, the lithology is compact/massive and far from lineaments. MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 57 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING 6. CONCLUSIONS AND RECOMMENDATION 6.1 Conclusion The main objective of this project is to use GIS and Remote sensing technique for the assessment, evaluation and analysis of spatial distribution of ground water potential zones with in an area of 30,086 km2. Ground water potential zone map have been produced using eight thematic maps from satellites images, exiting data and field data. Produced ground water potential zone map were compared and validated by existing discharge data obtained from different localities of the project area. The result showed fairly significant correlation or agreement with the discharge data. This study has shown that large spatial variability of ground water potential. This variability closely followed variability in the structure, geology, geomorphology and land use/cover in the project area. The most promising potential zone in the area is related to volcanic rock of which is affected, by secondary structure and having interconnected pore spaces, with plain geomorphic feature and less drainage density. Most of the zones with fair to poor groundwater potential lie in the massive basements unit which is far from lineaments. This study generally demonstrates that GIS and Remote sensing techniques in combination with field data could be used for the assessments of ground water potential zones in an area with little primary porosity and low bedrock hydraulic conductivity and where hydrogeological properties are mainly determined by secondary factors fracture zones and associated weathering. It can be considered as a time and cost-effective tool for delineations and identification of high ground water potential target area. MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 58 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING 6.2 Recommendation Remote sensing data are powerful tools to improve our understanding of groundwater systems. Despite unable to measure hydrogeological properties directly, they provide continuous detailed terrain information and allow the mapping of features significant to groundwater development there fore it is important to incorporate them in the data collection stage of groundwater exploration works. Despite various satellite data with different spectral and spatial resolutions coupled with digital image processing techniques help to produce detailed maps, ground verification is crucial to increase the accuracy of the interpretation results. The result obtained from this study should be supported by subsurface data obtained from geophysical study. Since geology, geomorphology and lineament mainly control the distribution occurrence and flow of groundwater, analysis of these parameters should be supported by high-resolution terrain data and satellite imagery. MAB CONSULT – CONSULTING HYDROGEOLOGISTS AND ENGINEERS 59 LAY VOLUNTEERS INTERNATIONAL ASSOCIATION (LVIA) GROUNDWATER POTENTIAL ZONE MAPPING IN MOYALE-TELTELE SUB BASIN AT DIRE, ARERO, YABELO AND TELTELE WOREDAS, BORENA ZONE OF OROMIA REGIONAL STATE USING GIS AND REMOTE SENSING REFERENCES Abdelsalam, M. G., and Stern, R. J., 1996. Sutures and shear zones in the Arabian-Nubian Shield. Jour. Afri. Earth Sci. 23, 289-310. Awoke, H., and Meshesha, S., 1993. The Geology and Structure Afleta area, (S. Ethiopia). Ethiopian Institute of Geological Surveys, Note No. 380, Addis Ababa, pp. 1-30. Davidson, A., and Rex, D. C., 1980. Age of volcanism and rifting in southwestern Ethiopia. Nature 283, 657-658. Davidson, A., (Compiler) 1983. Reconnaissance geology and geochemistry of parts of Ilubabor, Kefa, Gemu Gofa, and Sidamo, Ethiopia. The Omo river Project. Ethiopian Institute of Geological Surveys, Addis Ababa, Bull. No. 2, pp. 1-129. de Wit, M., J., and Chewaka, S., 1981. 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