Skip to main content
U.S. flag

An official website of the United States government

Dataset from the Upper Mississippi River Restoration Program (1993-2019) to reconstruct missing data by comparing interpolation techniques

June 27, 2023

The dataset accompanies the scientific article, "Reconstructing missing data by comparing interpolation techniques: applications for long-term water quality data." Missingness is typical in large datasets, but intercomparisons of interpolation methods can alleviate data gaps and common problems associated with missing data. We compared seven popular interpolation methods for predicting missing values in a long-term water quality data set from the upper Mississippi River, USA. 

Publication Year 2023
Title Dataset from the Upper Mississippi River Restoration Program (1993-2019) to reconstruct missing data by comparing interpolation techniques
DOI 10.5066/P9ZR7BWL
Authors Danelle M Larson, Wako Bungula, Amber Lee, Alaina Stockdill, Casey McKean, Frederick Miller, Killian Davis, Richard A Erickson, Enrika J Hlavacek
Product Type Data Release
Record Source USGS Digital Object Identifier Catalog
USGS Organization Upper Midwest Environmental Sciences Center