Estimation of water table based on geomorphologic and geologic conditions using public database of geotechnical information over Japan
Abstract
Water table provides important information for the evaluation of groundwater resource. Recently, the estimation of water table in wide area is required for effective evaluation of groundwater resources. However, evaluation process is met with difficulties due to technical and economic constraints. Regression analysis for the prediction of groundwater levels based on geomorphologic and geologic conditions is considered as a reliable tool for the estimation of water table of wide area. Data of groundwater levels were extracted from the public database of geotechnical information. It was observed that changes in groundwater level depend on climate conditions. It was also observed and confirmed that there exist variations of groundwater levels according to geomorphologic and geologic conditions. The objective variable of the regression analysis was groundwater level. And the explanatory variables were elevation and the dummy variable consisting of group number. The constructed regression formula was significant according to the determination coefficients and analysis of the variance. Therefore, combining the regression formula and mesh map, the statistical method to estimate the water table based on geomorphologic and geologic condition for the whole country could be established.
- Publication:
-
Journal of Groundwater Hydrology
- Pub Date:
- 2011
- DOI:
- 10.5917/jagh.53.179
- Bibcode:
- 2011JGHyd..53..179K
- Keywords:
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- Water table;
- Database;
- Geomorphologic and geologic condition;
- Mesh map;
- Multiple regression prediction