Front. Water Frontiers in Water Front. Water 2624-9375 Frontiers Media S.A. 10.3389/frwa.2024.1489691 Water Correction Corrigendum: Advancing non-optical water quality monitoring in Lake Tana, Ethiopia: insights from machine learning and remote sensing techniques Leggesse Elias S. 1 Zimale Fasikaw A. 1 Sultan Dagnenet 1 Enku Temesgen 1 Tilahun Seifu A. 1 2 * 1Faculity of Civil and Water Resources Engineering, Bahir Dar Institute of Technology, Bahir Dar University, Bahir Dar, Ethiopia 2International Water Management Institute, Accra, Ghana

Edited and reviewed by: Surjeet Dalal, Amity University Gurgaon, India

 *Correspondence: Seifu A. Tilahun es.tilahun@cigar.org; satadm86@gmail.com 18 09 2024 2024 6 1489691 01 09 2024 10 09 2024 Copyright © 2024 Leggesse, Zimale, Sultan, Enku and Tilahun. 2024 Leggesse, Zimale, Sultan, Enku and Tilahun

This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

 A Corrigendum on Advancing non-optical water quality monitoring in Lake Tana, Ethiopia: insights from machine learning and remote sensing techniques by Leggesse, E. S., Zimale, F. A., Sultan, D., Enku, T., and Tilahun, S. A. (2024). Front. Water 6:1432280. doi: 10.3389/frwa.2024.1432280 Inland waterbodies Lake Tana Landsat machine learning non-optical water quality section-at-acceptance Water and Artificial Intelligence

Figure 9 and Figure 10 were incorrect in the published article. The captions did not correctly describe the part labels. The corrected captions appear below.

FIGURE 9. (A) Observed TN (mg/L) for August 2016, December 2016, and March 2017, and (B) Predicted TN for August 2016, December 2016, and March 2017 using the XGB algorithm.

FIGURE 10. (A) Observed TP (mg/L) for August 2016, December 2016, and March 2017 and (B) Predicted TP for August 2016, December 2016, and March 2017 using the RF algorithm.

The authors apologize for this error and state that this does not change the scientific conclusions of the article in any way. The original article has been updated.

Publisher's note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.