Self-organizing maps applied to ecological sciences

TS Chon - Ecological Informatics, 2011 - Elsevier
Ecological data are considered to be difficult to analyze because numerous biological and
environmental factors are involved in a complex manner in environment–organism …

Review of the self-organizing map (SOM) approach in water resources: commentary

R Céréghino, YS Park - Environmental Modelling & Software, 2009 - Elsevier
We provide some additional input and perspectives on Kalteh et al's review of the Self-
Organizing Map (SOM) approach (Environ. Model. Softw.(2008), 23, 835–845). Map size …

Revision of the biological monitoring working party (BMWP) score system: Derivation of present‐only and abundance‐related scores from field data

MF Paisley, DJ Trigg, WJ Walley - River research and …, 2014 - Wiley Online Library
ABSTRACT The Biological Monitoring Working Party (BMWP) score system was introduced
in 1980 to provide an index of river water quality for England and Wales based on aquatic …

Temperature change and macroinvertebrate biodiversity: assessments of organism vulnerability and potential distributions

F Li, N Chung, MJ Bae, YS Kwon, TS Kwon, YS Park - Climatic Change, 2013 - Springer
Peninsular environments are ecosystems that are one of the most vulnerable to global
warming. Despite the importance of conserving regional biodiversity, peninsular …

Relationships between three major stream assemblages and their environmental factors in multiple spatial scales

MJ Bae, Y Kwon, SJ Hwang, TS Chon… - Annales de …, 2011 - limnology-journal.org
This study investigated the relationships of three major aquatic assemblages (diatom,
macroinvertebrate, and fish) and environmental variables, including sub-basin, hydrology …

Distribution patterns of benthic macroinvertebrate communities based on multispatial-scale environmental variables in the river systems of Republic of Korea

JK Min, DS Kong - Journal of Freshwater Ecology, 2020 - Taylor & Francis
Understanding the relationship between benthic macroinvertebrates and environmental
variables is the first step toward establishing sustainable freshwater ecosystems in terms of …

Spatiotemporal classification of environmental monitoring data in the Yeongsan River basin, Korea, using self-organizing maps

YH **, A Kawamura, SC Park, N Nakagawa… - Journal of …, 2011 - pubs.rsc.org
Environmental monitoring data for planning, implementing and evaluating the Total
Maximum Daily Loads (TMDL) management system have been measured at about 8-day …

Determining the macroinvertebrate community indicators and relevant environmental predictors of the Hun-Tai River Basin (Northeast China): A study based on …

M Zhang, R Muñoz-Mas, F Martínez-Capel, X Qu… - Science of the Total …, 2018 - Elsevier
It is essential to understand the patterning of biota and environmental influencing factors for
proper rehabilitation and management at the river basin scale. The Hun-Tai River Basin was …

Overcoming the challenges of data integration in ecosystem studies with machine learning workflows: an example from the Santos project

G Fonseca, DC Vieira - Ocean and Coastal Research, 2023 - SciELO Brasil
Integrating intricate environmental data within a unified analytical framework for extensive
conservation and monitoring initiatives encounters several challenges. These challenges …

[HTML][HTML] Distribution patterns of odonate assemblages in relation to environmental variables in streams of South Korea

DY Lee, DS Lee, MJ Bae, SJ Hwang, SY Noh, JS Moon… - Insects, 2018 - mdpi.com
Odonata species are sensitive to environmental changes, particularly those caused by
humans, and provide valuable ecosystem services as intermediate predators in food webs …