Non-Linear Visualization and Importance Ratio Analysis of Multivariate Polynomial Regression Ecological Models Based on River Hydromorphology and Water Quality

Non-Linear Visualization and Importance Ratio Analysis of Multivariate Polynomial Regression Ecological Models Based on River Hydromorphology and Water Quality

Multivariate polynomial regression (MPR) models were developed for five macrophyte indices. MPR models are able to capture complex interactions in the data while being tractable and transparent for further analysis. The performance of the MPR modeling approach was compared to previous work using art...

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Bibliographic Details
Main Authors: Vishwa Shah, Sarath Chandra K. Jagupilla, David A. Vaccari, Daniel Gebler
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Water
Subjects:
multivariate polynomial regression
artificial neural networks
macrophyte indices
ecological status
rivers
Online Access:https://www.mdpi.com/2073-4441/13/19/2708

Internet

https://www.mdpi.com/2073-4441/13/19/2708

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