Melkonyan, D.; Sugathan, S. Spatiotemporal Variation and Long-Range Correlation of Groundwater Levels in Odessa, Ukraine. Water2024, 16, 147.
Melkonyan, D.; Sugathan, S. Spatiotemporal Variation and Long-Range Correlation of Groundwater Levels in Odessa, Ukraine. Water 2024, 16, 147.
Melkonyan, D.; Sugathan, S. Spatiotemporal Variation and Long-Range Correlation of Groundwater Levels in Odessa, Ukraine. Water2024, 16, 147.
Melkonyan, D.; Sugathan, S. Spatiotemporal Variation and Long-Range Correlation of Groundwater Levels in Odessa, Ukraine. Water 2024, 16, 147.
Abstract
Increasing groundwater levels (GWL) may become one of the most serious issues for Odessa City, Ukraine. This study investigated the spatial distribution characteristics and multifractal scaling behaviour of groundwater level/depth fluctuation for a Quaternary aquifer in Odessa City using a geostatistical approach and a Multifractal Detrended Fluctuation Analysis (MF-DFA). These two methods were applied to monthly GWL fluctuation time series from 1970 to 2020 to monitor 72 hydrogeological wells situated in different parts of Odessa City. The spatial distribution of GWL revealed an overall trend of decline and recovery from 1970 to 2020 in the study area, except for most of the southern region, where a persistent recovery of groundwater depth was observed. The MF-DFA results suggest that the dynamics of GWL fluctuations have multifractal characteristics in the Odessa City area. In addition, both long-range correlation and fat-tail probability distribution contribute to multifractality. However, long-range correlations among fluctuations made a major contribution to the observed multifractality of the GWL fluctuations time series. The generalized Hurst exponent shows a wide range of change (0.20 < h(q) < 2.85), indicating the sensitivity of GWL fluctuations to changes in small scale factors and large-scale factors. Regarding the long range correlations of GWL depth, the Hurst exponents (q = 2) demonstrated the positive persistence of groundwater depth recovery in the southern region and the persistence of groundwater depth variation in the other regions of the study area. The dynamic changes in GWL depth in the Odessa City area may be affected by both natural structural and anthropogenic factors.
Environmental and Earth Sciences, Geophysics and Geology
Copyright:
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