[HTML][HTML] Active learning for anomaly detection in environmental data
Due to the growing amount of data from in-situ sensors in environmental monitoring, it
becomes necessary to automatically detect anomalous data points. Nowadays, this is mainly …
becomes necessary to automatically detect anomalous data points. Nowadays, this is mainly …
[HTML][HTML] The value of human data annotation for machine learning based anomaly detection in environmental systems
Anomaly detection is the process of identifying unexpected data samples in datasets.
Automated anomaly detection is either performed using supervised machine learning …
Automated anomaly detection is either performed using supervised machine learning …
Shift of phytoplankton assemblages in a temperate lake located on the eastern route of the South-to-North Water Diversion Project
S Zhang, Y Pang, H Xu, J Wei, S Jiang, H Pei - Environmental Research, 2023 - Elsevier
There remains no consensus on the effects of changes in the environment factors under the
action of water diversions on phytoplankton communities. Herein the changing rules …
action of water diversions on phytoplankton communities. Herein the changing rules …
[HTML][HTML] Effect of seaweed canopy disturbance on understory microbial communities on rocky shores
Introduction The collapse of macroalgal habitats is altering the structure of benthic
communities on rocky shores globally. Nonetheless, how the loss of canopy-forming …
communities on rocky shores globally. Nonetheless, how the loss of canopy-forming …
Estimating interaction strengths for diverse horizontal systems using performance data
Network theory allows us to understand complex systems by evaluating how their
constituent elements interact with one another. Such networks are built from matrices which …
constituent elements interact with one another. Such networks are built from matrices which …
[HTML][HTML] Foundation species stabilize an alternative eutrophic state in nutrient-disturbed ponds via selection on microbial community
Eutrophication due to nutrient addition can result in major alterations in aquatic ecosystem
productivity. Foundation species, individually and interactively, whether present as invasive …
productivity. Foundation species, individually and interactively, whether present as invasive …
Plasticity drives the trait variation of a foundation marsh species migrating into coastal forests with sea‐level rise
Climate‐driven ecosystem shifts occur through turnover in the foundation species which
structure the landscape. Therefore, to predict the fate of areas undergoing climate‐driven …
structure the landscape. Therefore, to predict the fate of areas undergoing climate‐driven …
Non‐additive effects of foundation species determine the response of aquatic ecosystems to nutrient perturbation
Eutrophication is a persistent threat to aquatic ecosystems worldwide. Foundation species,
namely those that play a central role in the structuring of communities and functioning of …
namely those that play a central role in the structuring of communities and functioning of …
Environmentally independent selection for hybrids between divergent freshwater stickleback lineages in semi‐natural ponds
CM Hudson, M Cuenca Cambronero… - Journal of …, 2023 - academic.oup.com
Hybridization following secondary contact of genetically divergent populations can influence
the range expansion of invasive species, though specific outcomes depend on the …
the range expansion of invasive species, though specific outcomes depend on the …
[HTML][HTML] The importance of foundation species identity: A field experiment with lichens and their associated micro-arthropod communities
Foundation species provide habitat and modify the availability of resources to other species.
In nature, multiple foundation species may occur in mixture, but little is known on how their …
In nature, multiple foundation species may occur in mixture, but little is known on how their …