A brief review of random forests for water scientists and practitioners and their recent history in water resources
Random forests (RF) is a supervised machine learning algorithm, which has recently started
to gain prominence in water resources applications. However, existing applications are …
to gain prominence in water resources applications. However, existing applications are …
The impact of mobile demersal fishing on carbon storage in seabed sediments
Subtidal marine sediments are one of the planet's primary carbon stores and strongly
influence the oceanic sink for atmospheric CO2. By far the most widespread human activity …
influence the oceanic sink for atmospheric CO2. By far the most widespread human activity …
Changing ocean, marine ecosystems, and dependent communities
The ocean is a key component of the Earth system (Chapter 1) as it provides essential life
supporting services (Inniss et al. 2017). For example, it stores heat trapped in the …
supporting services (Inniss et al. 2017). For example, it stores heat trapped in the …
Social equity and benefits as the nexus of a transformative Blue Economy: A sectoral review of implications
Abstract The term 'Blue Economy'is increasingly used in various marine sectors and
development frameworks. For it to be a truly useful approach, however, we argue that social …
development frameworks. For it to be a truly useful approach, however, we argue that social …
Carbon on the northwest European shelf: Contemporary budget and future influences
A carbon budget for the northwest European continental shelf seas (NWES) was
synthesized using available estimates for coastal, pelagic and benthic carbon stocks and …
synthesized using available estimates for coastal, pelagic and benthic carbon stocks and …
Global carbon cycling on a heterogeneous seafloor
Diverse biological communities mediate the transformation, transport, and storage of
elements fundamental to life on Earth, including carbon, nitrogen, and oxygen. However …
elements fundamental to life on Earth, including carbon, nitrogen, and oxygen. However …
Climate action requires new accounting guidance and governance frameworks to manage carbon in shelf seas
Accounting guidelines exist for the recording of carbon flows in terrestrial and coastal
ecosystems. Shelf sea sediments, while considered an important carbon store, have yet to …
ecosystems. Shelf sea sediments, while considered an important carbon store, have yet to …
[HTML][HTML] Quantifying and valuing carbon flows and stores in coastal and shelf ecosystems in the UK
Evidence shows that habitats with potential to mitigate against greenhouse gases
emissions, by taking up and storing CO 2, are being lost due to the effects of on-going …
emissions, by taking up and storing CO 2, are being lost due to the effects of on-going …
Organic carbon densities and accumulation rates in surface sediments of the North Sea and Skagerrak
M Diesing, T Thorsnes, LR Bjarnadóttir - Biogeosciences, 2021 - bg.copernicus.org
Continental shelf sediments are places of both rapid organic carbon turnover and
accumulation, while at the same time increasingly subjected to human-induced …
accumulation, while at the same time increasingly subjected to human-induced …
Marine sedimentary carbon stocks of the United Kingdom's exclusive economic zone
Continental shelf sediments are recognized as long-term stores of globally significant
quantities of carbon (C) and potentially provide an important, yet largely overlooked climate …
quantities of carbon (C) and potentially provide an important, yet largely overlooked climate …