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DETERMINATION OF BACKGROUND GROUNDWATER LEVEL TRENDS AND CONTRIBUTING FACTORS IN THE SURFICIAL, INTERMEDIATE, AND FLORIDAN AQUIFER SYSTEMS IN CENTRAL AND SOUTH FLORIDA
- Date Issued:
- 2022
- Abstract/Description:
- Groundwater is a valuable resource essential for residential, agricultural, commercial, and environmental water supply needs in Florida. Understanding drivers of groundwater level trends and time series forecasting in vulnerable areas provides water managers with timely information for effective resource protection. This study evaluates groundwater level trends in the surficial, intermediate and Floridan aquifer systems in Central and South Florida at 106 unconfined and confined aquifer wells using 15 to 27 years of data through 2019. Wells were clustered into relatively homogenous groups based on spatial characteristics using the k mean clustering method. Land surface and top of aquifer elevations as well as groundwater level ranges were key factors. Distance to the coast was also important for surficial aquifer clustering, while proximity to water supply wells influenced Mid-Hawthorn aquifer (MHA) results. Principal component analyses (PCAs) were performed using rainfall, temperature, actual evapotranspiration, El Niño Southern Oscillation, and population data and regressed against average monthly groundwater levels for each cluster. This study is the first of its kind PCA using variables impacting groundwater levels in South Florida. Sandstone aquifer PCAs correlated well with groundwater levels. When compared with multiple linear regression, PCA results had similar correlation. However, the drivers of groundwater level trends identified by each method for the MHA and Upper Floridan aquifer (UFA) differed. Seasonal Kendall trend tests indicated 12 surficial aquifer wells had trends related to changes in land use and decreased usage. MHA trends were related to exploitation or a shift in water source usage. A regional increasing trend exists in the UFA in South Florida.
| Title: | DETERMINATION OF BACKGROUND GROUNDWATER LEVEL TRENDS AND CONTRIBUTING FACTORS IN THE SURFICIAL, INTERMEDIATE, AND FLORIDAN AQUIFER SYSTEMS IN CENTRAL AND SOUTH FLORIDA. |
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| Name(s): |
Geddes, Elizabeth Tara, author Oleinik, Anton E. , Thesis advisor Florida Atlantic University, Degree grantor Department of Geosciences Charles E. Schmidt College of Science |
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| Type of Resource: | text | |
| Genre: | Electronic Thesis Or Dissertation | |
| Date Created: | 2022 | |
| Date Issued: | 2022 | |
| Publisher: | Florida Atlantic University | |
| Place of Publication: | Boca Raton, Fla. | |
| Physical Form: | application/pdf | |
| Extent: | 338 p. | |
| Language(s): | English | |
| Abstract/Description: | Groundwater is a valuable resource essential for residential, agricultural, commercial, and environmental water supply needs in Florida. Understanding drivers of groundwater level trends and time series forecasting in vulnerable areas provides water managers with timely information for effective resource protection. This study evaluates groundwater level trends in the surficial, intermediate and Floridan aquifer systems in Central and South Florida at 106 unconfined and confined aquifer wells using 15 to 27 years of data through 2019. Wells were clustered into relatively homogenous groups based on spatial characteristics using the k mean clustering method. Land surface and top of aquifer elevations as well as groundwater level ranges were key factors. Distance to the coast was also important for surficial aquifer clustering, while proximity to water supply wells influenced Mid-Hawthorn aquifer (MHA) results. Principal component analyses (PCAs) were performed using rainfall, temperature, actual evapotranspiration, El Niño Southern Oscillation, and population data and regressed against average monthly groundwater levels for each cluster. This study is the first of its kind PCA using variables impacting groundwater levels in South Florida. Sandstone aquifer PCAs correlated well with groundwater levels. When compared with multiple linear regression, PCA results had similar correlation. However, the drivers of groundwater level trends identified by each method for the MHA and Upper Floridan aquifer (UFA) differed. Seasonal Kendall trend tests indicated 12 surficial aquifer wells had trends related to changes in land use and decreased usage. MHA trends were related to exploitation or a shift in water source usage. A regional increasing trend exists in the UFA in South Florida. | |
| Identifier: | FA00014060 (IID) | |
| Degree granted: | Dissertation (PhD)--Florida Atlantic University, 2022. | |
| Collection: | FAU Electronic Theses and Dissertations Collection | |
| Note(s): | Includes bibliography. | |
| Subject(s): |
Aquifers--Florida Groundwater--Florida |
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| Persistent Link to This Record: | http://purl.flvc.org/fau/fd/FA00014060 | |
| Use and Reproduction: | Copyright © is held by the author with permission granted to Florida Atlantic University to digitize, archive and distribute this item for non-profit research and educational purposes. Any reuse of this item in excess of fair use or other copyright exemptions requires permission of the copyright holder. | |
| Use and Reproduction: | http://rightsstatements.org/vocab/InC/1.0/ | |
| Host Institution: | FAU | |
| Is Part of Series: | Florida Atlantic University Digital Library Collections. |

