Coastal phytoplankton blooms expand and intensify in the 21st century

Y Dai, S Yang, D Zhao, C Hu, W Xu, DM Anderson, Y Li… - Nature, 2023 - nature.com
Phytoplankton blooms in coastal oceans can be beneficial to coastal fisheries production
and ecosystem function, but can also cause major environmental problems,—yet detailed …

Classification, identification, and growth stage estimation of microalgae based on transmission hyperspectral microscopic imaging and machine learning

Z Xu, Y Jiang, J Ji, E Forsberg, Y Li, S He - Optics Express, 2020 - opg.optica.org
A transmission hyperspectral microscopic imager (THMI) that utilizes machine learning
algorithms for hyperspectral detection of microalgae is presented. The THMI system has …

Monitoring phycocyanin in global inland waters by remote sensing: Progress and future developments

C Fang, K Song, Z Yan, G Liu - Water Research, 2025 - Elsevier
Cyanobacterial blooms are increasingly becoming major threats to global inland aquatic
ecosystems. Phycocyanin (PC), a pigment unique to cyanobacteria, can provide important …

[HTML][HTML] An advanced remote sensing retrieval method for urban non-optically active water quality parameters: An example from Shanghai

L Li, M Gu, C Gong, Y Hu, X Wang, Z Yang… - Science of The Total …, 2023 - Elsevier
The optical insensitivity of non-optically active water quality parameters (NAWQPs) presents
a significant challenge for remote sensing-based quantitative monitoring, which is an …

Humification levels of dissolved organic matter in the eastern plain lakes of China based on long-term satellite observations

X Cai, S Lei, Y Li, J Li, J Xu, H Lyu, J Li, X Dong… - Water Research, 2024 - Elsevier
Under the influence of intensive human activities and global climate change, the sources
and compositions of dissolved organic matter (DOM) in the eastern plain lake (EPL) region …

Random forest: An optimal chlorophyll-a algorithm for optically complex inland water suffering atmospheric correction uncertainties

M Shen, J Luo, Z Cao, K Xue, T Qi, J Ma, D Liu… - Journal of …, 2022 - Elsevier
A robust and reliable chlorophyll-a (Chla) concentration algorithm is still lacking for optically
complex waters due to the lack of understanding of the bio-optical process. Machine …

Ocean color atmospheric correction methods in view of usability for different optical water types

M Hieronymi, S Bi, D Müller, EM Schütt… - Frontiers in Marine …, 2023 - frontiersin.org
Satellite remote sensing allows large-scale global observations of aquatic ecosystems and
matter fluxes from the source through rivers and lakes to coasts, marginal seas into the open …

OC_3S: An optical classification and spectral scoring system for global waters using UV–visible remote sensing reflectance

J Men, X Chen, X Hou, J Tian, Q Song, L Tian - ISPRS Journal of …, 2023 - Elsevier
Classification of water bodies is an effective means of understanding the optical properties
of aquatic environments. However, most existing water classification systems are mainly …

Bio-geo-optical modelling of natural waters

S Bi, M Hieronymi, R Röttgers - Frontiers in Marine Science, 2023 - frontiersin.org
The color of natural waters–oceanic, coastal, and inland–is determined by the spectral
absorption and scattering properties of dissolved and particulate water constituents. Remote …

Holistic optical water type classification for ocean, coastal, and inland waters

S Bi, M Hieronymi - Limnology and Oceanography, 2024 - Wiley Online Library
Water constituents exhibit diverse optical properties across ocean, coastal, and inland
waters, which alter their remote‐sensing reflectance obtained via satellites. Optical water …