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Hindi Geoinformatics & Geostatistics: An OverviewISSN: 2327-4581
De Iaco S Author
Subjects of specialization
Affiliation
Geostatistics, Spatial-Temporal Analysis, Space-Time Covariance, Spatial Statistics
Department of Management and Economics (Section: Mathematics and Statistics), University of Salento, Lecce, Italy
Biography
Sandra de Iaco is from Department of Management and Economics (Section: Mathematics and Statistics) at University of Salento, Lecce, Italy. Sandra de Iaco research interests mainly focuses on Kriging, Space-time, Product Covariance Model, Space-Time Covariance Models and Sociology.
Publications
Research Article Open Access
Spatio-temporal Kriging to Predict Water Table Depths from Monitoring Data in a Conservation Area at São Paulo State, Brazil
Author(s): Manzione RL, Takafuji EHDM, De Iaco S, Cappello C and Da Rocha MM
Abstract
The objective of this study is to explore the spatio-temporal nature of groundwater monitoring data using space-time (ST) geostatistics in order to predict water table depths at Bauru Aquifer System (BAS) in a conservation area at São Paulo State, Brazil. The information about the groundwater oscillation process in space and time can be measured in terms of spatial and temporal correlation through the ST variogram. The targets was predict water table depths in a missing date inside the monitoring period and propose a validation of these predictions based on predicted and observed values distribution curves for that specific date. Before modelling the ST empirical variogram, separability between space and time structures was checked. Then, the ST ... view more»
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