A review of spatial statistical approaches to modeling water quality

J Mainali, H Chang, Y Chun - Progress in Physical …, 2019 - journals.sagepub.com
We review different regression models related to water quality that incorporate spatial
aspects in their model. Spatial aspects refer to the location of different sites and are usually …

Applying deep learning in the prediction of chlorophyll-a in the East China Sea

H Cen, J Jiang, G Han, X Lin, Y Liu, X Jia, Q Ji, B Li - Remote Sensing, 2022 - mdpi.com
The ocean chlorophyll-a (Chl-a) concentration is an important variable in the marine
environment, the abnormal distribution of which is closely related to the hazards of red tides …

Stochastic modeling of chlorophyll-a for probabilistic assessment and monitoring of algae blooms in the Lower Nakdong River, South Korea

KB Kim, MK Jung, YF Tsang, HH Kwon - Journal of Hazardous Materials, 2020 - Elsevier
Eutrophication is one of the critical water quality issues in the world nowadays. Various
studies have been conducted to explore the contributing factors related to eutrophication …

Chlorophyll-a prediction of lakes with different water quality patterns in China based on hybrid neural networks

X Li, J Sha, ZL Wang - Water, 2017 - mdpi.com
One of the most important water quality problems affecting lakes and reservoirs is
eutrophication, which is caused by multiple physical and chemical factors. As a …

[HTML][HTML] Impacts of environmental factors on Chlorophyll-a in lakes in cold and arid regions: A 10-year study of Wuliangsuhai Lake, China

X Shi, H Yu, S Zhao, B Sun, Y Liu, J Huo, S Wang… - Ecological …, 2023 - Elsevier
The study of seasonal variations in Chlorophyll-a (Chl. a) concentration and its influencing
factors is particularly important for lake management. The study showed that there was a …

Shortcuts for biomonitoring programs of stream ecosystems: Evaluating the taxonomic, numeric, and cross-taxa congruence in phytoplankton, periphyton, zooplankton …

RCP Faquim, KB Machado, FB Teresa, PHF Oliveira… - PloS one, 2021 - journals.plos.org
Different biological groups can be used for monitoring aquatic ecosystems because they can
respond to variations in the environment. However, the evaluation of different bioindicators …

Chlorophyll a variations and responses to environmental stressors along hydrological connectivity gradients: Insights from a large floodplain lake

B Li, G Yang, R Wan, L Xu - Environmental Pollution, 2022 - Elsevier
Understanding the key drivers of eutrophication in floodplain lakes has long been a
challenge. In this study, the Chlorophyll a (Chla) variations and associated relationships with …

Examining the principal factors that limits the chlorophyll-a concentration across coastal waters of northern Maharashtra state using a robust Generalised Additive …

P Pallavi, D Parthasarathy, K Narayanan… - Regional Studies in …, 2024 - Elsevier
Chlorophyll a (Chl-a) is a pigment found in phytoplankton which is often used as a proxy for
primary productivity in the ocean. Chl-a concentrations can be influenced by various factors …

[HTML][HTML] Monitoring and modelling landscape structure, land use intensity and landscape change as drivers of water quality using remote sensing

A Lausch, P Selsam, T Heege, F von Trentini… - Science of the Total …, 2025 - Elsevier
The interactions between landscape structure, land use intensity (LUI), climate change, and
ecological processes significantly impact hydrological processes, affecting water quality …

Spatial processes determine planktonic diatom metacommunity structure of headwater streams

PHF de Oliveira, KB Machado, FB Teresa, J Heino… - Limnologica, 2020 - Elsevier
Headwater streams are interesting ecological systems for studies of metacommunities given
their high degrees of isolation, unidirectionality of water flow and hierarchical organization in …