Machine learning applications in river research: Trends, opportunities and challenges

L Ho, P Goethals - Methods in Ecology and Evolution, 2022 - Wiley Online Library
As one of the earth's key ecosystems, rivers have been intensively studied and modelled
through the application of machine learning (ML). With the amount of large data available …

Impact of salinity gradient, water pollution and land use types on greenhouse gas emissions from an urbanized estuary

L Ho, M Barthel, D Panique-Casso, K Vermeulen… - Environmental …, 2023 - Elsevier
Estuaries have been recognized as one of the major sources of greenhouse gases (GHGs)
in aquatic systems; yet we still lack insights into the impact of both anthropogenic and …

Impact of microplastics on riverine greenhouse gas emissions: a view point

A Kumar, P Upadhyay, SK Prajapati - Environmental Science and …, 2023 - Springer
In recent decades, microplastics (MPs< 5 mm) are ubiquitous and considered a serious
emerging environmental problem. However, due to the limited recovery and long-lasting …

Unravelling spatiotemporal N2O dynamics in an urbanized estuary system using natural abundance isotopes

L Ho, M Barthel, S Harris, K Vermeulen, J Six, S Bodé… - Water Research, 2023 - Elsevier
Estuaries are strong sources of N 2 O to the atmosphere; yet we still lack insights into the
impact of their biogeochemical dynamics on the emissions of this powerful greenhouse gas …

GRiMeDB: The global river database of methane concentrations and fluxes

EH Stanley, LC Loken, NJ Casson… - Earth System …, 2022 - essd.copernicus.org
Despite their small spatial extent, fluvial ecosystems play a significant role in processing and
transporting carbon in aquatic networks, which results in substantial emission of methane …

Land use and urbanization indirectly control riverine CH4 and CO2 emissions by altering nutrient input

P Cui, L Cui, Y Zheng, F Su - Water Research, 2024 - Elsevier
Urban rivers are recognized as significant sources of methane (CH 4) and carbon dioxide
(CO 2) emissions. Despite this, the influence of land use and urbanization on carbon …

Methane and nitrous oxide concentrations and fluxes from heavily polluted urban streams: Comprehensive influence of pollution and restoration

X Wang, L Yu, T Liu, Y He, S Wu, H Chen, X Yuan… - Environmental …, 2022 - Elsevier
Streams draining urban areas are usually regarded as hotspots of methane (CH 4) and
nitrous oxide (N 2 O) emissions. However, little is known about the coupling effects of …

[HTML][HTML] Characteristics and Impacts of Pollution and Remediation on Riverine Greenhouse Gas Emissions: A Review

Y Wang, D Gu, Z Liu, J Lu, T Hu, G Li, M Huang, Y He - Sustainability, 2024 - mdpi.com
Rivers are not only a vital part of the Earth's water cycle but also sources and sinks for
greenhouse gases (GHGs), exerting a significant influence on the global carbon budget …

Watershed land use change indirectly dominated the spatial variations of CH4 and N2O emissions from two small suburban rivers

Z Que, X Wang, T Liu, S Wu, Y He, T Zhou, L Yu… - Journal of …, 2023 - Elsevier
Urban rivers have been proved to be the hot spots of atmospheric methane (CH 4) and
nitrous oxide (N 2 O) emissions. However, the rivers across rural-urban interface, which are …

Watershed urbanization dominated the spatiotemporal pattern of riverine methane emissions: Evidence from montanic streams that drain different landscapes in …

X Li, Y He, X Wang, H Chen, T Liu, Y Que… - Science of The Total …, 2023 - Elsevier
Methane (CH 4) emissions from streams are an important component of the global carbon
budget of freshwater ecosystems, but these emissions are highly variable and uncertain at …