Machine learning in environmental research: common pitfalls and best practices

JJ Zhu, M Yang, ZJ Ren - Environmental Science & Technology, 2023 - ACS Publications
Machine learning (ML) is increasingly used in environmental research to process large data
sets and decipher complex relationships between system variables. However, due to the …

Phosphorus immobilization in water and sediment using iron-based materials: a review

Q Wang, Z Liao, D Yao, Z Yang, Y Wu… - Science of the Total …, 2021 - Elsevier
As an essential element for life, phosphorus (P) is very important for organisms. However,
excessive P in water and sediment can cause eutrophication, which poses a potential risk to …

Characterization of internal phosphorus loading in the sediment of a large eutrophic lake (Lake Taihu, China)

H Yin, M Zhang, P Yin, J Li - Water Research, 2022 - Elsevier
Lake Taihu suffers from severe algal blooms every year, which is attributed primarily to the
release of sediment phosphorus (P), namely the internal P loading. However, the overall …

Editorial–A critical perspective on geo-engineering for eutrophication management in lakes

M Lürling, E Mackay, K Reitzel, BM Spears - Water research, 2016 - Elsevier
Eutrophication is the primary worldwide water quality issue. Reducing excessive external
nutrient loading is the most straightforward action in mitigating eutrophication, but lakes …

Sustainable lake restoration: From challenges to solutions

O Tammeorg, I Chorus, B Spears… - Wiley …, 2024 - Wiley Online Library
Sustainable management of lakes requires us to overcome ecological, economic, and social
challenges. These challenges can be addressed by focusing on achieving ecological …

[HTML][HTML] A critical review on operation and performance of source water control strategies for cyanobacterial blooms: Part I-chemical control methods

FA Kibuye, A Zamyadi, EC Wert - Harmful Algae, 2021 - Elsevier
Cyanobacterial blooms produce nuisance metabolites (eg, cyanotoxins and T&O
compounds) thereby posing water quality management issues for aquatic sources used for …

Buffering effect of suspended particulate matter on phosphorus cycling during transport from rivers to lakes

N Ji, Y Liu, S Wang, Z Wu, H Li - Water Research, 2022 - Elsevier
How to maintain harmful algal blooms under phosphate-limitation is still an open question in
mesotrophic/eutrophic lakes. Little evidence for the importance of suspended particulate …

Sudden eutrophication of an aluminum sulphate treated lake due to abrupt increase of internal phosphorus loading after three decades of mesotrophy

T Dadi, M Schultze, X Kong, M Seewald, K Rinke… - Water Research, 2023 - Elsevier
Aluminum salts are widely used to immobilize phosphorus (P) in lakes suffering from internal
loading. However, longevity of treatments varies among lakes; some lakes eutrophy faster …

Use of lanthanum/aluminum co-modified granulated attapulgite clay as a novel phosphorus (P) sorbent to immobilize P and stabilize surface sediment in shallow …

H Yin, P Yang, M Kong, W Li - Chemical Engineering Journal, 2020 - Elsevier
It is crucial to develop a phosphorus (P) sorbent to immobilize sediment mobile P from
shallow eutrophic lakes with frequent sediment resuspension and high pH values. In this …

In-lake measures for phosphorus control: The most feasible and cost-effective solution for long-term management of water quality in urban lakes

BJ Huser, M Futter, JT Lee, M Perniel - Water Research, 2016 - Elsevier
Both in-lake and catchment measures designed to reduce phosphorus (P) loading were
implemented as part of a 12.3 million USD restoration project for the Minneapolis Chain of …