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There is increasing concern that accelerating environmental change attributed to human-induced warming of the planet may substantially alter the patterns, distribution and intensity of Harmful Algal Blooms (HABs). Changes in temperature, ocean acidification, precipitation, nutrient stress or availability, and the physical structure of the water column all influence the productivity, composition, and global range of phytoplankton assemblages, but large uncertainty remains about how integration of these climate drivers might shape future HABs. Presented here are the collective deliberations from a symposium on HABs and climate change where the research challenges to understanding potential linkages between HABs and climate were considered, along with new research directions to better define these linkages. In addition to the likely effects of physical (temperature, salinity, stratification, light, changing storm intensity), chemical (nutrients, ocean acidification), and biological (grazer) drivers on microalgae (senso lato), symposium participants explored more broadly the subjects of cyanobacterial HABs, benthic HABs, HAB effects on fisheries, HAB modelling challenges, and the contributions that molecular approaches can bring to HAB studies. There was consensus that alongside traditional research, HAB scientists must set new courses of research and practices to deliver the conceptual and quantitative advances required to forecast future HAB trends. These different practices encompass laboratory and field studies, long-term observational programs, retrospectives, as well as the study of socioeconomic drivers and linkages with aquaculture and fisheries. In anticipation of growing HAB problems, research on potential mitigation strategies should be a priority. It is recommended that a substantial portion of HAB research among laboratories be directed collectively at a small sub-set of HAB species and questions in order to fast-track advances in our understanding. Climate-driven changes in coastal oceanographic and ecological systems are becoming substantial, in some cases exacerbated by localized human activities. That, combined with the slow pace of decreasing global carbon emissions, signals the urgency for HAB scientists to accelerate efforts across disciplines to provide society with the necessary insights regarding future HAB trends.
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http://dx.doi.org/10.1016/j.hal.2019.101632 | DOI Listing |
Ecotoxicol Environ Saf
August 2025
Leibniz Institute of Freshwater Ecology and Inland Fisheries (IGB), Müggelseedamm 310, Berlin 12587, Germany.
The toxin-producing flagellated alga Prymnesium parvum threatens aquatic ecosystems by causing mass die-offs of aquatic species when harmful algal blooms (HABs) occur. In the absence of a sensitive analytical method to quantify the prymnesin toxins, hemolysis assays are commonly used to assess P. parvum toxicity.
View Article and Find Full Text PDFHarmful Algae
September 2025
Department of Marine Sciences, University of Connecticut, Groton, CT 06340, United States. Electronic address:
Harmful algal blooms (HABs) are intricate ecological events caused by diverse algal species and are influenced by a myriad of biotic and abiotic factors. The urgently needed development of effective prevention and control techniques face two primary challenges. The first challenge is the technical shortfalls in rapidly identifying and monitoring the causative species.
View Article and Find Full Text PDFEnviron Pollut
August 2025
PO Box 116450, Department of Environmental Engineering Sciences, University of Florida, Gainesville, FL, 32611, USA.
Harmful algal blooms (HABs) in lakes and estuaries, caused by cyanobacteria, pose various threats to humans and the environment. Cyanobacteria produce microcystins (MCs) that make animals and people sick. Once airborne, cyanobacterial aerosols are rapidly transformed through heterogeneous reactions with atmospheric oxidants, which tend to occur much faster in air than in water.
View Article and Find Full Text PDFWater Res
July 2025
Department of Energy Science and Engineering, Stanford University, USA. Electronic address:
Harmful algal blooms (HABs) adversely affect human health, lake biotic life, surrounding ecosystems, and water use. Effective HAB prevention strategies require a coordinated effort by all stakeholders and need a comprehensive assessment of historical HAB events and underlying factors, short-term forecasting, and on-site lake management. We contribute to this effort by introducing a modeling framework for short-term HAB forecast.
View Article and Find Full Text PDFWater Res
October 2025
School of Environmental Engineering, University of Seoul, Dongdaemun-gu, Seoul, Republic of Korea.
Process-based models (PBMs) are widely used for simulating harmful algal blooms (HABs) but are constrained by high computational costs and parameter calibration challenges, limiting their efficiency for large-scale applications. This study develops a modular deep learning surrogate model to approximate PBM outputs while significantly improving computational efficiency and predictive accuracy. Applied to bloom-prone Daecheong Lake in South Korea during the calibration (2022) and validation (2023) periods, the framework emulates hydrodynamic (FLOW), water quality (WAQ), and phytoplankton dynamics (BLOOM) processes through a sequential structure, where outputs from FLOW serve as inputs for WAQ, and WAQ outputs feed into BLOOM, preserving key environmental interactions while reducing model complexity.
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