Environ Geol (2009) 58:185–195 DOI 10.1007/s00254-008-1504-9 ORIGINAL ARTICLE GIS for the assessment of the groundwater recharge potential zone Hsin-Fu Yeh Æ Cheng-Haw Lee Æ Kuo-Chin Hsu Æ Po-Hsun Chang Received: 3 May 2008 / Accepted: 27 July 2008 / Published online: 12 August 2008 Ó Springer-Verlag 2008 Abstract Water resources in Taiwan are unevenly distributed in spatial and temporal domains. Effectively utilizing the water resources is an imperative task due to climate change. At present, groundwater contributes 34% of the total annual water supply and is an important fresh water resource. However, over-exploitation has decreased groundwater availability and has led to land subsidence. Assessing the potential zone of groundwater recharge is extremely important for the protection of water quality and the management of groundwater systems. The Chih-Pen Creek basin in eastern Taiwan is examined in this study to assess its groundwater resources potential. Remote sensing and the geographical information system (GIS) are used to integrate five contributing factors: lithology, land cover/ land use, lineaments, drainage, and slope. The weights of factors contributing to the groundwater recharge are derived using aerial photos, geology maps, a land use database, and field verification. The resultant map of the groundwater potential zone demonstrates that the highest recharge potential area is located towards the downstream regions in the basin because of the high infiltration rates caused by gravelly sand and agricultural land use in these regions. In contrast, the least effective recharge potential area is in upstream regions due to the low infiltration of limestone. H.-F. Yeh C.-H. Lee K.-C. Hsu P.-H. Chang Department of Resources Engineering, National Cheng Kung University, Tainan, Taiwan C.-H. Lee (&) K.-C. Hsu Sustainable Environment Research Center, National Cheng Kung University, Tainan, Taiwan e-mail: [email protected] Keywords Geographical information system Groundwater recharge Chih-Pen Creek basin Introduction Groundwater recharge refers to the entry of water from the unsaturated zone into the saturated zone below the water table surface, together with the associated flow away from the water table within the saturated zone (Freeze and Cherry 1979). Recharge occurs when water flows past the groundwater level and infiltrates into the saturated zone. It is an extremely important water component of the circulation cycle in nature. Many factors affect the occurrence and movement of groundwater in a region including topography, lithology, geological structures, depth of weathering, extent of fractures, primary porosity, secondary porosity, slope, drainage patterns, landform, land use/ land cover, and climate (Mukherjee 1996; Jaiswal et al. 2003). On-site hydrogeology experiments and geophysics surveys help to explain the process of groundwater recharge and evaluate the spatial–temporal difference in the study region. However, these surveys often focus on a single affecting factor or an indirect site-specific experiment for groundwater recharge, reducing the reliability of the explanation. Recently, remote sensing has been increasingly employed to replace on-site exploration or experiments. Remote sensing not only provides a widerange scale of the space–time distribution of observations, but also saves time and money (Murthy 2000; Leblanc et al. 2003; Tweed et al. 2007). Sener et al. (2005) pointed out that remote sensing can effectively identify the characteristics of the surface of the earth (such as lineaments and geology) and can also be used to examine groundwater recharge. Bierwirth and Welsh (2000) applied remote 123 186 sensing to determine the preferential path of groundwater recharge in an area. The National Remote Sensing Agency (NRSA 1987) in India was the first to integrate information from remote sensing and the technology of the geographical information system (GIS) for delineating the groundwater recharge potential zone. GIS is used to manage, utilize, and classify the results of remote sensing, to explore sites, to combine the factors of groundwater recharge potential, and to provide appropriate weight relationships (Krishnamurthy et al. 1996; Saraf and Choudhury 1998; Sener et al. 2005). Salama et al. (1994) used aerial photos and information from a satellite to derive the lithology, topography, and geological characteristics of the Salt River in Western Australia. These properties can be used to determine the mechanism of groundwater flow and the groundwater recharge zone. Their analytical results demonstrate that the sandy plain is the major recharge zone. Edet et al. (1998) classified groundwater recharge potential zones in southeast Nigeria as high, medium, or low. They found that linear features, drainage, lithology, temperature of groundwater, vertical hydraulic conductivity, yield, and transmissivity closely control the recharge potential zones. Singh and Prakash (2002) plotted a groundwater recharge potential map of a sub-watershed from the geology, lineament maps, drainage, slope, and the thickness of the soil covered. Their results show that the well-yield data in India is closely related to the groundwater recharge potential zone. Jaiswal et al. (2003) concluded that there is a need to adjust the information of satellites and GIS to agree with the on-site geology, particularly in typical hard rock terrain, where groundwater occurrence is complex and restricted. Shaban et al. (2006) explored the recharge potential map of the Occidental Lebanon, and found that the regions of hard, fractured, and karstified limestone were excellent potential areas for groundwater recharge, while the least effective recharge potential was in high-populated areas and in relatively flat areas covered by soft materials. The diffusion of pollutants in groundwater is fastest in the most efficient recharge zones. Tweed et al. (2007) verified that the integration of remote sensing and GIS reduces the uncertainty of hydro-geological data in terms of both macroscopic (climate, change of land utilization) and microscopic (preferential flow) factors. Their data can be used to analyze groundwater numerical models or water balance. Groundwater is an important source of water for industrial, agricultural, and domestic uses in Taiwan. Taiwan is narrow, with a small area and a high-population density. The elevation of the terrain of basins is great and steep, meaning that most precipitation becomes runoff and drains directly to the ocean very quickly. Water resources and water demand are unevenly distributed spatially and 123 Environ Geol (2009) 58:185–195 temporally. Water shortage has recently become an important issue due to climate change. The government needs to regulate the usage of water resources in order to solve the problem of water shortages. The continuous development of the economy has led to an increase in water consumption, and has consequently resulted in shortages of surface water. Therefore, the reliance on groundwater resources has increased, leading to the over-consumption of groundwater, and causing ecological problems such as decreased groundwater levels, water exhaustion, water pollution, deterioration of water quality, and seawater intrusion. These cause serious problems and threaten both people’s livelihoods and overall national development. Therefore, it is important to thoroughly understand the groundwater resources of Taiwan in order to enhance the efficiency and performance of their planning, utilization, administration, and management. The government of Taiwan has invested significant labor and financial resources to survey five main groundwater areas (Cho-Shui River alluvial fan, Pingtung Plain, Chia-Nan Plain, Lan-Yang Plain, and Hsin-Chu and Miaoli Region) to construct a database of hydrogeology and groundwater. Additionally, groundwater monitoring stations have been established, but only on the western plain of Taiwan. Very limited information, such as precipitation, river flux, hydro-geological properties, groundwater consumption, and groundwater recharge, is available for the eastern mountain area of Taiwan. The assessment and planning of groundwater resources is particularly difficult for the mountain area of Taiwan. Groundwater resources in the eastern mountainous region of Taiwan are becoming increasingly insufficient due to economic development. The declining groundwater level in the mountain area is an indication of the decrease in groundwater resources (Yeh et al. 2007). Therefore, this study uses the Chih-Pen Creek basin in eastern Taiwan as the study domain. The Chih-Pen Creek basin was selected because it is compact but important for eastern Taiwan. The groundwater recharge potential zones are assessed for the Chih-Pen Creek basin. Methodology Study approach Remote sensing technology, such as aerial photos, was used in the present study to identify the geological features, topography, and distribution of the rivers in the region. Additionally, the Land Utilization Survey Database, geologic maps, and on-site investigation were adopted to quantitatively and qualitatively describe the hydro-geological conditions of the area. The different polygons in the Environ Geol (2009) 58:185–195 thematic maps were labeled separately. The influence of the factors of groundwater recharge and the interaction between the factors were examined. Weighting values were assigned according to the on-site situation. The distribution of the groundwater recharge potential zone was determined by coordinating it with the space integrating function of the geographical information system (GIS). Figure 1 illustrates the flowchart of this investigation. 187 Table 1 Factors influencing groundwater recharge classified criteria Factor Basis of categorization Lithology Rock type, weathering character, joints, fractures Land cover/land use Type, areal extent, associated vegetation Lineaments Lineament-density value Drainage Drainage-density value Slope Slope gradient The Infrastructure of the Groundwater Recharge Potential Model The groundwater recharge potential zone has been assessed in many countries (Krishnamurthy et al. 1996; Saraf and Choudhury 1998; Shahid et al. 2000; Jaiswal et al. 2003; Sener et al. 2005; Shaban et al. 2006). However, the groundwater recharge potential zone has not yet been assessed in Taiwan, especially in mountain watersheds. In this study, the weights of different factors for groundwater recharge potential and the score under various characteristics were assessed based on the characteristics of the Chih-Pen Creek basin. The factors influencing groundwater recharge, and their relative importance, are compiled from previous literature. Duplicate factors were combined and only representative factors were extracted. This study uses lithology, land use/cover, lineaments, drainage, and slope as the five significant factors affecting groundwater recharge potential. The factors influencing groundwater recharge potential, which are listed in Table 1. GIS technology was used to digitize the hydrologic and geographic information, and a fundamental database was constructed. Appropriate scores were set for different factors. Finally, the spatial analysis function was used to demonstrate the groundwater recharge potential zone of the research area. Establishment of groundwater recharge potential-related factors Lithology Shaban et al. (2006) pointed out that the type of rock exposed to the surface significantly affects groundwater recharge. Lithology affects the groundwater recharge by controlling the percolation of water flow (El-Baz and Himida 1995). Although some investigations have ignored this factor by regarding the lineaments and drainage characters as a function of primary and secondary porosity, this study includes lithology to reduce uncertainty in determining lineaments and drainage. Land use/cover Fig. 1 Methodology flowchart for the groundwater potential zone Land use/cover is an important factor in groundwater recharge. It includes the type of soil deposits, the distribution of residential areas, and vegetation cover. Shaban et al. (2006) concluded that vegetation cover benefits groundwater recharge in the following ways. (1) Biological decomposition of the roots helps loosen the rock and soil, so that water can percolate to the surface of the earth easily. (2) Vegetation prevents direct evaporation of water from soil. (3) The roots of a plant can absorb water, thus preventing water loss. Leduc et al. (2001) estimated the difference in the amount of groundwater recharge due to changes of land utilization and vegetation from changes in the groundwater level. Land use/cover was included in this study as an important factor affecting the groundwater recharge process. 123 188 Environ Geol (2009) 58:185–195 Lineaments The analysis of lineaments has been applied extensively to explain geological status since geological images were first utilized in the 1930s. Lineaments are generally referred to in the analysis of remote sensing of fractures or structures. Lineament photos from satellites and aerial photos have similar characteristics but the results of the explanation in on-site may be different. Lineaments are currently not fully defined. O’Leary et al. (1976) has defined lineaments as the simple and complex linear properties of geological structures such as faults, cleavages, fractures, and various surfaces of discontinuity, that are arranged in a straight line or a slight curve, as detected by remote sensing. Many non-geological structures, such as roads and channels, cause errors in the analysis of lineaments. Therefore, geologic maps and on-site investigations must be used to eliminate possible errors. Lineaments may be used to infer groundwater movement and storage. Lattman and Parizek (1964) were the first to adopt a lineaments map to exploit groundwater. Thereafter, many scholars have applied this approach in complicated geological regions (Solomon and Quiel 2006). The present study used lineament-length density (Ld, L-1) (Greenbaum 1985), which represents the total length of lineaments in a unit area, as: iP ¼n Li Ld ¼ i¼1 A iP ¼n Li denotes the total length of lineaments (L) and where i¼1 A denotes the unit area (L2). A high lineament-length density infers high secondary porosity, thus indicating a zone with high groundwater potential. of groundwater recharge. Many studies have integrated lineaments and drainage maps to infer the groundwater recharge potential zone (Edet et al. 1998; Shaban et al. 2006). Slope Rainfall is the main source of groundwater recharge in tropic and subtropic regions. The slope gradient directly influences the infiltration of rainfall. Larger slopes produce a smaller recharge because water runs rapidly off the surface of a steep slope during rainfall, not having sufficient time to infiltrate the surface and recharge the saturated zone. Interrelationships between the factors of the groundwater recharge potential There might be interactions between the factors of groundwater recharge. This study used five factors of groundwater recharge potential, namely lithology, land use/cover, lineaments, drainage, and slope. A plot of the interrelationship between these factors is shown in Fig. 2. Figure 2 illustrates the primary and secondary interrelationships among the factors. Each relationship is weighted according to its strength. The representative weight of a factor of the recharge potential is the sum of all weights from each factor. A factor with a higher weight value shows a larger impact on groundwater recharge. Spatial integration and analysis was performed using GIS technology to demonstrate the groundwater recharge potential zone as depicted in Fig. 3. Drainage The structural analysis of a drainage network helps assess the characteristics of the groundwater recharge zone. The quality of a drainage network depends on lithology, which provides an important index of the percolation rate. The drainage-length density (Dd, L-1), as defined by Greenbaum (1985), indicates the total drainage-length in a unit area, and is determined by: iP ¼n Dd ¼ where Si i¼1 A iP ¼n Si denotes the total length of drainage (L) and A i¼1 denotes the unit area (L2). The drainage-length density is significantly correlated with the groundwater recharge; a zone with a high drainage-length density has a high level 123 Fig. 2 The interactive influence of factors concerning the recharge property (modified from Shaban et al. 2006) Environ Geol (2009) 58:185–195 189 and it lies between longitudes 121°050 –121°500 E and latitudes 22°350 –22°450 N. Figure 4 shows the geographical location of the Chih-Pen Creek basin. The research region belongs to the tropical marine climate, with a mean annual temperature of 24.5°C and an average annual precipitation for 1971–2006 of 1,800 mm year-1. During the summer, southwest monsoons occur and typhoons bring heavy rainfall. The northeast monsoon brings vapor from the Pacific Ocean during the winter. Because water vapor is blocked by the Central Mountains of Taiwan, there is little rainfall in the winter. Therefore, the wet and dry seasons are very distinct in this region. The wet season is from May to October, and the dry season is from November to April. Evapotranspiration is approximately 750 mm year-1. The maximum streamflow on annual hydrographs occurs during August and September, and the minimum flow occurs during January and February (Yeh et al. 2007). Fig. 3 GIS technology used in spatial integration and analysis to demarcate basin groundwater recharge potential zone Study area Geographical position and meteorological hydrology The study area, the Chih-Pen Creek basin, is in the southeast of Taiwan. The basin encompasses an area of about 198.4 km2. The length of the river is about 39.3 km Topography and geology The Chih-Pen Creek basin can be divided into two topographic units, namely the mountainous terrain and the alluvial plain. The Chih-Pen Fault splits the basin into east and west parts. The terrain in the west of the fault is precipitous and consists of metamorphic rock, covering part of the Central Mountain Range. The east area of the fault is the Taitung alluvial fan-delta. Because the end of the alluvial fan has already entered the coastline, the delta Fig. 4 Location of the study area 123 190 Environ Geol (2009) 58:185–195 Fig. 5 Three-dimensional topographic map of the Chih-Pen Creek basin plain gradually changes to an alluvial fan delta. The relief declines by 70 m km-1 from east to west, which is faster than the north–south decline of about 30 m km-1. Figure 5 shows the three-dimensional topographic map of the ChihPen Creek basin. Taiwan can be divided into three major geological terrains, namely the Tananao Schist terrain, the slate formation terrain, and the Neogene-Quaternary sedimentary strata terrain (Yen 1970). The only rock stratum, the ChihPen Formation, in the Chih-Pen Creek basin belongs to the slate formation terrain. In contrast to the other terrains, which are composed of a variety of rock types, the slate formation terrain has monotonous lithology. The rock types in the Chih-Pen Formation are mainly slate with subordinate meta-sandstone. However, lithofacies was determined from the interpretation of the deposits as a submarine-slope sequence. Additionally, the area contains folds and cleavage, indicating that the whole region is suffering very strong compression (Lin and Lin 1998). Groundwater recharge potential factor establishment and spatial analysis Factor establishment This study analyzed the hydrologic and geographic attributes of the Chih-Pen Creek basin, and identified five major factors influencing groundwater recharge potential, namely lithology, land use/cover, lineaments, drainage, and slope. Each factor was examined and was assigned an appropriate weight. Each recharge potential factor may influence the groundwater recharge process to a different degree. Moreover, the factors are interdependent. Figure 2 illustrates the conceptual graph of the interrelationships among the groundwater recharge potential factors. A major 123 Table 2 Relative rates for each factor Factor Calculation process Proposed relative rates Lithology 3 9 1.0 = 3.0 3.0 Land cover/land use 1 9 1.0 + 3 9 0.5 = 2.5 2.5 Lineaments 2 9 1.0 = 2.0 2.0 Drainage 1 9 1.0 + 1 9 0.5 = 1.5 1.5 Slope 1 9 1.0 + 1 9 0.5 = 1.5 1.5 R10.5 interrelationship between two factors is assigned a weight of 1.0. A minor interrelationship between two factors is assigned a weight of 0.5. Finally, the total weight of each factor is the representing weight of the recharge potential. For instance, major interrelationships exist for lithology on lineaments, drainage and, land use/cover. Therefore, its evaluated weight is 3.0. This high weight value means that the factor significantly influences the groundwater recharge. Table 2 shows the process for determining the relative rate of each factor. The extent of the influence of every factor on groundwater recharge was assessed from the interrelationships among the factors (major and minor). Analytical results demonstrate that the factors influencing the groundwater recharge potential of the Chih-Pen Creek basin, in descending order, are lithology, land use/cover, lineaments, drainage, and slope. Lithology and land use/cover are the major factors influencing the basin groundwater recharge potential. The score of each recharge potential factor was calculated as 100 multiplied by the weight of the recharge potential divided by the total weight of each recharge potential factor. Table 3 shows the calculation approach. A 1 km 9 1 km grid was used to quantify the score of each recharge potential factor based on the characteristics of lithology, land use/cover, lineament-length density, Environ Geol (2009) 58:185–195 191 Table 3 Score of each recharge potential factor Factor Calculation process Proposed score of each influencing factor Lithology 100 9 (3/10.5) = 29 29 Land cover/land use 100 9 (2.5/10.5) = 24 24 Lineaments Drainage 100 9 (2/10.5) = 19 100 9 (1.5/10.5) = 14 19 14 Slope 100 9 (1.5/10.5) = 14 14 Analysis of land use/cover R100 drainage-length density, and slope of the Chih-Pen Creek. The upper threshold of the score of each recharge potential factor was set to be the score of the corresponding recharge potential factor. For example, the highest value of lithology was 29. Table 4 lists the scores of the recharge potential factors of the study region. Spatial analysis Analysis of the types of lithology The 1/250,000 geological map of Taiwan reveals that the upstream region of the Chih-Pen Creek basin is mainly Table 4 Categorization of factors influencing recharge potential in the Chih-Pen Creek basin Factor Slope gradient Domain of effect 55–90° Lineament density 4 7 15–35° 11 0–15° 14 4 1.5–3.0 7 3.0–4.5 11 [4.5 14 0.0–0.4(lineament per 1 km2) 6 0.4–0.8 13 0.8–1.2 19 Land cover/land Building use Forest Agricultural land Surface water body or river channel Lithology Proposed weight of effect 35–55° Drainage density 0.0–1.5(segment per 1 km2) Shale, slate, Phyllite black schist composed of metamorphic limestone. In the midstream region, the basin mainly consists of the Tananao Schist, the slate and phyllite of the Pilushan Formation, and the slate of the Lushan Formation. The downstream region is mainly composed of gravelly sand. The gravel sand in the downstream and the metamorphic limestone in the upstream are excellent regions for percolation. Figure 6 shows the distribution of lithology in the study area. 6 12 18 24 7 Phyllite intermixed with quartz sandstone 15 Marble 22 Gravelly sand 29 The land use/cover of the Chih-Pen Creek basin was assessed in accordance with the Territory Utilization Status Survey Database established by the Land Administration Bureau of the Taiwan Provincial Government. The information was obtained from the original map of the territory utilization survey drawn by the Land Administration Office of the counties and cities. In the urban planning districts, the 1/500, 1/600, 1/1,000 or 1/1,200 cadastral map was used as the base map. In the non-urban planning districts, the 1/5,000 farming map from the Agriculture and Food Agency was used as the base map. The total area of the Chih-Pen Creek basin is approximately 200 km2. The mountain area occupies around 185 km2, i.e. 92.5% of the basin. The area of level ground is around 15 km2, which is 7.5% of the basin. Most of the mountain area, which is forestland covered by vegetation is located in the midstream and upstream. This reduces runoff and increases the recharge. The level ground is mainly distributed in the downstream alluvial plain and fragmentary small terrace along the riverbank. The left bank is mostly paddy fields, with some orchards. The right bank is mainly dry farming and orchards. Figure 7 illustrates the land use/cover distribution diagram of the study. Analysis of lineament-length density For the assessment of the lineaments of Chih-Pen Creek basin, a stereoscope was used to interpret the aerial photos from an agricultural aerial survey from 1996 to 2000, which was verified on-site. The lineaments of the Chih-Pen Creek basin are mainly distributed in the mid- and downstream. The lineament-length density of unit grids through which the lineaments passed through was approximately 0.8–1.2 km (km2)-1. Some unit grids had densities of 0.4– 0.8 km (km2)-1. Figure 8 depicts the lineament-length density diagram of the study area. Analysis of drainage-length density The distribution of drainage in the Chih-Pen Creek basin was determined using the aerial photos of the agricultural aerial survey undertaken in 1996–2000. The Chih-Pen 123 192 Environ Geol (2009) 58:185–195 Fig. 6 Lithology map of the study area Fig. 7 Land use/cover map of the study area Creek basin can be roughly divided into dendritic and grid drainage patterns. The dendritic drainage pattern is distributed mostly in the northwest region of the basin, while the southeast is mainly grid drainage. The dendritic drainage pattern is influenced more by lithology than by its structure. For example, the mudstone area in southern Taiwan always results in a high density dendritic 123 drainage pattern. The drainage of the Chih-Pen Creek basin is distributed mainly downstream. The drainagelength density is often larger than 3.0 km (km2)-1, making the region an excellent percolation recharge zone. The up- and midstream are mostly 1.5–3.0 km (km2)-1. Figure 9 shows the drainage length density of the study area. Environ Geol (2009) 58:185–195 193 Fig. 8 Lineament density map of the study area Fig. 9 Drainage density map of the study area Analysis of slope The slope analysis function in GIS was used to assess the variation of slope in the Chih-Pen Creek basin using data from the Digital Terrain Model (DTM) database in Taiwan. The Council of Agriculture authorized the Aerial Survey Office of Forestry Bureau to measure and produce the digital terrain information. Three-dimensional aerial photos with regular 40 m sampling intervals were applied. The Chih-Pen Creek basin belongs to a mountain area. The gradient of its slope is greater than 35°. The precipitous terrain causes rapid runoff and does not store water easily. A small part of the downstream is fairly gentle, so the time for percolation is increased. Since the terrain varies 123 194 Environ Geol (2009) 58:185–195 Fig. 10 Slope gradient map of the study area Fig. 11 Groundwater potential zones map prepared using GIS significantly, the factor slope varies inversely with the groundwater recharge. Figure 10 illustrates the distribution of slopes in the study area. Demarcation of the groundwater recharge zone Our results demonstrate that the groundwater recharge potential zone of this basin can be divided into five grades, 123 namely very good, good, moderate, low, and poor, based on the analysis of the five factors of groundwater recharge potential. Analytical results demonstrate that the excellent groundwater recharge potential zone is concentrated in the downstream region due to the distribution of gravelly stratum and agricultural land with a high infiltration ability. Additionally, the concentration of drainage also helps the streamflow to recharge the groundwater system. The Environ Geol (2009) 58:185–195 upstream region is less important and is influenced by metamorphic limestone. Figure 11 shows the groundwater recharge potential diagram of the study area. Conclusions and recommendations This study produced a groundwater recharge potential map of the Chih-Pen Creek basin in Taiwan. The results indicate that the most effective groundwater recharge potential zone is located downstream. In this region, the gravelly stratum and agricultural land have a high infiltration ability. Additionally, the concentration of drainage also indicates the ability of streamflow to recharge the groundwater system. The upstream region is least effective for groundwater recharge, mainly due to its metamorphic limestone. This study has established the interrelationships between the groundwater recharge potential factors and the groundwater recharge potential scores from the general hydrology characteristics of Taiwan. Since the groundwater recharge potential is directly correlated with percolation, the established scores may be more accurate and objective if the rate of percolation and hydraulic conductivity of each recharge potential factor can be measured in a laboratory or on-site. The groundwater recharge potential zones are demonstrated using the grid model, which can be partially modified to study groundwater recharge potential factors (such as changes in terrain and river courses caused by an earthquake, or changes in land utilization) in a small area in the future, thus avoiding extensive re-estimation, which requires a lot of time and labor. The isotopic tracer technique will be applied to verify the model results in future research. Additionally, the quantity of pumped groundwater should be considered in the groundwater recharge. Acknowledgments The authors would like to thank the Water Resources Agency of the Ministry of Economic Affairs of the Republic of China, Taiwan, for financially supporting this research under Contract No. MOEAWRA0950416. References Bierwirth PN, Welsh WD (2000) Delineation of recharge beds in the Great Artesian Basin using airborne gamma-radiometrics and satellite remote sensing. Report for the National Landcare Program, Bureau of Rural Sciences, Canberra, Australia, 33 p Edet AE, Okereke CS, Teme SC, Esu EO (1998) Application of remote sensing data to groundwater exploration: a case study of the Cross River State, southeastern Nigeria. Hydrogeol J 6:394–404 El-Baz F, Himida I (1995) Groundwater potential of the Sinai Peninsula. Egypt, Project Summery, AID, Cairo Freeze RA, Cherry JA (1979) Groundwater. Prentice-Hall, Inc., Englewood Cliffs Greenbaum D (1985) Review of remote sensing applications to groundwater exploration in basement and regolith. Br Geol Surv Rep OD 85:36 195 Jaiswal RK, Mukherjee S, Krishnamurthy J, Saxena R (2003) Role of remote sensing and GIS techniques for generation of groundwater prospect zones towards rural development—an approach. Int J Remote Sens 24:993–1008 Krishnamurthy J, Venkatesa Kumar N, Jayaraman V, Manivel M (1996) An approach to demarcate groundwater potential zones through remote sensing and geographic information system. Int J Remote Sens 17:1867–1884 Lattman LH, Parizek RR (1964) Relationship between fracture traces and the occurrence of groundwater in carbonate rocks. J Hydrol 2:73–91 Leblanc M, Leduc C, Razack M, Lemoalle J, Dagorne D, Mofor L (2003) Application of remote sensing and GIS for groundwater modeling of large semiarid areas: example of the Lake Chad Basin, Africa. In: Hydrology of Mediterranean and semiarid regions conference, Montpieller, France. Red Books Series, vol 278. IAHS, Wallingford, pp 186–192 Leduc C, Favreau G, Schroeter P (2001) Long-term rise in a Sahelian water table: the Continental Terminal in southwest Niger. J Hydrol 243:43–54 Lin MS, Lin WH (1998) Explanatory text of the geologic map of Taiwan. Scale 1:50,000 Sheet 64. Central Geological Survey, Taiwan Mukherjee S (1996) Targeting saline aquifer by remote sensing and geophysical methods in a part of Hamirpur–Kanpur, India. Hydrogeol J 19:53–64 Murthy KSR (2000) Groundwater potential in a semi-arid region of Andhra Pradesh-a geographical information system approach. Int J Remote Sens 21:1867–1884 NRSA (1987) Land and water resources survey of drought affected district-Kolar, Karnataka. Technical Report, National Remote Sensing Agency, Hyderabad O’Leary DW, Friedman JD, Poh HA (1976) Lineaments, linear, lineations: some standards for old terms. Geol Soc Am Bull 87:1463–1469 Salama RB, Tapley I, Ishii T, Hawkes G (1994) Identification of areas of recharge and discharge using Landsat-TM satellite imagery and aerial photography mapping techniques. Hydrogeol J 162:119–141 Saraf AK, Choudhury PR (1998) Integrated remote sensing and GIS for groundwater exploration and identification of artificial recharge sites. Int J Remote Sens 19:1825–1841 Sener E, Davraz A, Ozcelik M (2005) An integration of GIS and remote sensing in groundwater investigations: a case study in Burdur, Turkey. Hydrogeol J 13:826–834 Shaban A, Khawlie M, Abdallah C (2006) Use of remote sensing and GIS to determine recharge potential zone: the case of Occidental Lebanon. Hydrogeol J 14:433–443 Shahid S, Nath SK, Roy J (2000) Groundwater potential modeling in a soft rock area using a GIS. Int J Remote Sens 21:1919–1924 Singh AK, Prakash SR (2002) An integrated approach of remote sensing, geophysics and GIS to evaluation of groundwater potentiality of Ojhala sub-watershed, Mirjapur district, U. P., India, http://www.GISdevelopment.net Solomon S, Quiel F (2006) Groundwater study using remote sensing and geographic information system (GIS) in the central highlands of Eritrea. Hydrogeol J 14:1029–1041 Tweed SO, Leblanc M, Webb JA, Lubczynski MW (2007) Remote sensing and GIS for mapping groundwater recharge and discharge areas in salinity prone catchments, southeastern Australia. Hydrogeol J 15:75–96 Yen TP (1970) Structural analysis of the slate formation of Taiwan. Bull Geol Surv Taiwan 21:1–51 Yeh HF, Chang PH, Hsu KC, Lee CH (2007) Assessment of groundwater recharge in Chih-Pen and Jin-Lin Creek basins. In: Proceedings of 3rd conference on resources engineering in Taiwan, pp 1–15 123
© Copyright 2025 Paperzz