Application of machine learning in intelligent fish aquaculture: A review

S Zhao, S Zhang, J Liu, H Wang, J Zhu, D Li, R Zhao - Aquaculture, 2021 - Elsevier
Among the background of developments in automation and intelligence, machine learning
technology has been extensively applied in aquaculture in recent years, providing a new …

A comprehensive framework for identifying contributing factors of soil trace metal pollution using Geodetector and spatial bivariate analysis

H Shi, P Wang, J Zheng, Y Deng, C Zhuang… - Science of the Total …, 2023 - Elsevier
The accurate identification of pollution sources is important for controlling soil pollution.
However, the widely used Positive matrix factorization (PMF) model generally relies on …

A nationwide investigation on the characteristics and health risk of trace elements in surface water across China

F Meng, R Cao, X Zhu, Y Zhang, M Liu, J Wang, J Chen… - Water Research, 2024 - Elsevier
Rapid urbanization accelerates the release of anthropogenic heavy metals from local to
wider water systems, posing a serious threat to aquatic ecosystems and public health. The …

A comparative analysis of artificial neural networks and wavelet hybrid approaches to long-term toxic heavy metal prediction

P Li, P Hua, D Gui, J Niu, P Pei, J Zhang, P Krebs - Scientific reports, 2020 - nature.com
The occurrence of toxic metals in the aquatic environment is as caused by a variety of
contaminations which makes difficulty in the concentration prediction. In this study …

Prediction of groundwater level in seashore reclaimed land using wavelet and artificial neural network-based hybrid model

J Zhang, X Zhang, J Niu, BX Hu, MR Soltanian, H Qiu… - Journal of …, 2019 - Elsevier
It is challenging to predict groundwater level (GWL) accurately and reliably in reclaimed
coastal areas, the dynamic of which has been greatly altered by the land reclamation …

Twenty-year sediment contamination trends in some tributaries of Lake Maggiore (Northern Italy): Relation with anthropogenic factors

L Marziali, L Guzzella, F Salerno, A Marchetto… - … Science and Pollution …, 2021 - Springer
Lake tributaries collect contaminants from the watershed, which may accumulate in lake
sediments over time and may be removed through the outlets. DDx, PCB, PAH, PBDE, and …

Bayesian-based approaches to exploring the long-term alteration in trace metals of surface water and its driving forces

Z Wang, P Hua, J Zhang, P Krebs - Environmental Science & …, 2023 - ACS Publications
Trace metal pollution poses a serious threat to the aquatic ecosystem. Therefore,
characterizing the long-term environmental behavior of trace metals and their driving forces …

Effects of extracellular polymeric substances and microbial community on the anti-scouribility of sewer sediment

D Meng, J Wu, K Chen, H Li, W Jin, S Shu… - Science of the total …, 2019 - Elsevier
Sewer sediment is the main source of overflow pollution, and the anti-scouribility of sewer
sediment directly determines the amount of the discharged contaminants. In this study …

Characterizing the anthropogenic-induced trace elements in an urban aquatic environment: A source apportionment and risk assessment with uncertainty …

Z Wang, Q Shen, P Hua, S Jiang, R Li, Y Li… - Journal of …, 2020 - Elsevier
The spatial distribution of water quality status, especially in water bodies near intensively
urbanized areas, is tightly associated with patterns of human activities. For establishing a …

Vertical profiles of trace elements in a sediment core from the Lambro River (northern Italy): Historical trends and pollutant transport to the Adriatic Sea

L Marziali, L Valsecchi, A Schiavon… - Science of The Total …, 2021 - Elsevier
River sediments generally act as a sink for trace elements but, when resuspended, they
contribute to long-term downstream transport of contamination, which may finally reach the …