4.8 Article

Meteolakes: An operational online three-dimensional forecasting platform for lake hydrodynamics

Journal

WATER RESEARCH
Volume 172, Issue -, Pages -

Publisher

PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.watres.2020.115529

Keywords

Lake modelling; 3D hydrodynamics; Information dissemination; Real-time monitoring; Forecasting; Data assimilation

Funding

  1. European Space Agency's Scientific Exploitation of Operational Missions element [AO/1-8216/15/I-SBo]

Ask authors/readers for more resources

Environmental management depends on high-quality monitoring and its meaningful interpretation. The combination of local weather dynamics, regional anthropogenic stresses and global environmental changes make the evaluation of monitoring information in dynamic freshwater systems a challenging task. While the lake ecosystems gather many complex biogeochemical interactions, they remain constrained by the same physical environment of mixing and transport. It is therefore crucial to obtain high quality physical system insight. Three-dimensional hydrodynamic models are perfectly suited for providing such information. However, these models are complex to implement, and their use is often limited to modellers. Here, we aim to provide model output via a user-friendly platform to a broad audience ranging from scientists to public and governmental stakeholders. We present a unified approach merging the apparently diverse interests through meteolakes.ch, an online platform openly disseminating lake observations and three-dimensional numerical simulations in near real-time with short-term forecasts and data assimilation. Meteolakes is scalable to a broad range of devices, modular and distributed, hence allowing its expansion to other regions and hardware infrastructures. Since 2016, the platform has continuously provided timely synoptic lake information to more than 250,000 users. This web-based system was built not only to provide guidance to scientists in the design and analysis of field experiments and to foster interdisciplinary lake studies, but also to assist governmental agencies and professionals in the long-term policy and planning of water resources management. Finally, our system aimed at promoting awareness and understanding of the complexity of lakes and providing information to the public through user-friendly, interfaces. This article details the design and operation of such a platform and its products. Applications are demonstrated by examples of a recent upwelling and a storm event. Both cases illustrate how Meteolakes help scientists in their quest for process understanding as well as water professionals and civil society in providing specific warnings. (C) 2020 The Authors. Published by Elsevier Ltd.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.8
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

Correction Environmental Sciences

Inhibited vertical mixing and seasonal persistence of a thin cyanobacterial layer in a stratified lake (vol 83, 38, 2021)

Bieito Fernandez Castro, Oscar Sepulveda Steiner, Deborah Knapp, Thomas Posch, Damien Bouffard, Alfred Wueest

AQUATIC SCIENCES (2021)

Article Environmental Sciences

Inhibited vertical mixing and seasonal persistence of a thin cyanobacterial layer in a stratified lake

Bieito Fernandez Castro, Oscar Sepulveda Steiner, Deborah Knapp, Thomas Posch, Damien Bouffard, Alfred Wueest

Summary: The study explored the formation, persistence, and breakdown of harmful blooms of Planktothrix rubescens in Lake Zurich. Turbulent mixing played a significant role in the persistence of the thin layer during the summer, while nighttime convection was identified as the main mechanism driving the breakdown of the cyanobacterial layer in autumn.

AQUATIC SCIENCES (2021)

Article Environmental Sciences

Flushing the Lake Littoral Region: The Interaction of Differential Cooling and Mild Winds

Cintia L. Ramon, Hugo N. Ulloa, Tomy Doda, Damien Bouffard

Summary: The interaction between a uniform cooling rate at the lake surface and sloping bathymetry efficiently drives cross-shore water exchanges. This study examines how moderate winds affect convective cross-shore transport in lakes, revealing that wind can modify the convective circulation and enhance cross-shore exchange.

WATER RESOURCES RESEARCH (2022)

Article Geosciences, Multidisciplinary

Intense upper ocean mixing due to large aggregations of spawning fish

Bieito Fernandez Castro, Marian Pena, Enrique Nogueira, Miguel Gilcoto, Esperanza Broullon, Antonio Comesana, Damien Bouffard, Alberto C. Naveira Garabato, Beatriz Mourino-Carballido

Summary: Research shows that turbulent mixing generated by the swimming activity of marine organisms can be as efficient as geophysical turbulence, enhancing vertical mixing in the ocean. This has significant implications for productive upper ocean regions.

NATURE GEOSCIENCE (2022)

Article Multidisciplinary Sciences

Long-term ice phenology records spanning up to 578 years for 78 lakes around the Northern Hemisphere

Sapna Sharma, Alessandro Filazzola, Thi Nguyen, M. Arshad Imrit, Kevin Blagrave, Damien Bouffard, Julia Daly, Harley Feldman, Natalie Felsine, Harrie-Jan Hendricks-Franssen, Nikolay Granin, Richard Hecock, Jan Henning L'Abee-Lund, Ed Hopkins, Neil Howk, Michael Iacono, Lesley B. Knoll, Johanna Korhonen, Hilmar J. Malmquist, Wlodzimierz Marszelewski, Shin-Ichiro S. Matsuzaki, Yuichi Miyabara, Kiyoshi Miyasaka, Alexander Mills, Lolita Olson, Theodore W. Peters, David C. Richardson, Dale M. Robertson, Lars Rudstam, Danielle Wain, Holly Waterfield, Gesa A. Weyhenmeyer, Brendan Wiltse, Huaxia Yao, Andry Zhdanov, John J. Magnuson

Summary: In recent years, the accelerated ice loss in lakes has had significant impacts on winter ecological processes. Through interdisciplinary integration, we can enhance our understanding of the spatial and temporal patterns of ice loss and its consequences. The inclusion of lake ice records in future studies will contribute to harmonizing observations across different regions and facilitate interdisciplinary research.

SCIENTIFIC DATA (2022)

Correction Multidisciplinary Sciences

Long-term ice phenology records spanning up to 578 years for 78 lakes around the Northern Hemisphere (vol 9, 318, 2022)

Sapna Sharma, Alessandro Filazzola, Thi Nguyen, M. Arshad Imrit, Kevin Blagrave, Damien Bouffard, Julia Daly, Harley Feldman, Natalie Feldsine, Harrie-Jan Hendricks-Franssen, Nikolay Granin, Richard Hecock, Jan Henning L'Abee-Lund, Ed Hopkins, Neil Howk, Michael Iacono, Lesley B. Knoll, Johanna Korhonen, Hilmar J. Malmquist, Wlodzimierz Marszelewski, Shin-Ichiro S. Matsuzaki, Yuichi Miyabara, Kiyoshi Miyasaka, Alexander Mills, Lolita Olson, Theodore W. Peters, David C. Richardson, Dale M. Robertson, Lars Rudstam, Danielle Wain, Holly Waterfield, Gesa A. Weyhenmeyer, Brendan Wiltse, Huaxia Yao, Andry Zhdanov, John J. Magnuson

SCIENTIFIC DATA (2022)

Article Geosciences, Multidisciplinary

Penetrative Convection Modifies the Dynamics of Downslope Gravity Currents

T. Doda, H. N. Ulloa, C. L. Ramon, A. Wuest, D. Bouffard

Summary: This research demonstrates the impact of the interaction between penetrative convection and downslope gravity currents on the fluid dynamics and transport in littoral aquatic systems. The study reveals that convective plumes can penetrate gravity currents, leading to large vertical fluctuations that enhance vertical mixing and erode the stratified flow, thus limiting basin-scale transport.

GEOPHYSICAL RESEARCH LETTERS (2023)

Article Limnology

Detritus-hosted methanogenesis sustains the methane paradox in an alpine lake

Maciej Bartosiewicz, Jessica Venetz, Saskia Laeubli, Oscar Sepulveda Steiner, Damien Bouffard, Jakob Zopfi, Moritz F. F. Lehmann

Summary: The study reveals the existence of methane paradox in oxygenated waters of a lake and identifies the factors contributing to the variability in its magnitude. It also suggests that methanogenesis in zooplankton detritus is stimulated through the addition of methylphosphonate.

LIMNOLOGY AND OCEANOGRAPHY (2023)

Article Limnology

Alkalinity contributes at least a third of annual gross primary production in a deep stratified hardwater lake

Pascal Perolo, Nicolas Escoffier, Hannah E. Chmiel, Gael Many, Damien Bouffard, Marie-Elodie Perga

Summary: In alkaline freshwater systems, bicarbonates can support gross primary production (GPP) even at low CO2 concentrations. However, the contribution of bicarbonates to GPP in lakes has not been quantified throughout the seasons. This study analyzes the daily stoichiometric ratios of CO2-O-2 and alkalinity-O-2 in a deep hardwater lake, revealing that alkalinity is the dominant inorganic carbon source for GPP in both littoral and pelagic environments during the stratified period.

LIMNOLOGY AND OCEANOGRAPHY LETTERS (2023)

Article Geosciences, Multidisciplinary

Past and future climate change effects on the thermal regime and oxygen solubility of four peri-alpine lakes

Olivia Desgue-Itier, Laura Melo Vieira Soares, Orlane Anneville, Damien Bouffard, Vincent Chanudet, Pierre Alain Danis, Isabelle Domaizon, Jean Guillard, Theo Mazure, Najwa Sharaf, Frederic Soulignac, Viet Tran-Khac, Brigitte Vincon-Leite, Jean-Philippe Jenny

Summary: The long-term effects of climate change on lakes globally include substantial changes in thermal regime and oxygen solubility, which can alter ecosystem processes, habitats, and substance concentrations. Although long-term model projections of climate change effects on lakes have been developed, they are rarely compared with multi-decade observations. Additionally, global-scale forcing parameters in lake models have limitations that require significant downscaling. In this study, the effects of climate change on thermal regime and oxygen solubility were analyzed in the four largest French peri-alpine lakes over a period of 1850-2100. The results indicate a critical alteration in lake thermal and oxygen conditions in the coming decades and underscore the need for better integration of long-term lake observatories data and lake models to anticipate climate effects on lake thermal regimes and habitats.

HYDROLOGY AND EARTH SYSTEM SCIENCES (2023)

Article Geosciences, Multidisciplinary

A Bayesian data assimilation framework for lake 3D hydrodynamic models with a physics-preserving particle filtering method using SPUX-MITgcm v1

Artur Safin, Damien Bouffard, Firat Ozdemir, Cintia L. Ramon, James Runnalls, Fotis Georgatos, Camille Minaudo, Jonas Sukys

Summary: In this study, a new Bayesian inference method is proposed for constructing a three-dimensional model of lakes, considering stochastic weather and high-frequency observational data. By combining Bayesian inference with hydrodynamics software, uncertainty in atmospheric forcing is mitigated, and a bidirectional long short-term memory neural network is used to improve uncertainty quantification in the particle filter.

GEOSCIENTIFIC MODEL DEVELOPMENT (2022)

Article Geosciences, Multidisciplinary

Seasonality of density currents induced by differential cooling

Tomy Doda, Cintia L. Ramon, Hugo N. Ulloa, Alfred Wuest, Damien Bouffard

Summary: This study focuses on the seasonality of lateral transport induced by thermal siphons (TSs) and investigates how seasonally varying forcing conditions control the occurrence and intensity of TSs. Observations from Rotsee, a wind-sheltered temperate lake, show that TSs occur frequently in autumn and efficiently flush the littoral region. The results also reveal a decrease in lateral transport by a factor of 2 due to seasonal changes, and the timing of TSs relates to daily heating and cooling phases.

HYDROLOGY AND EARTH SYSTEM SCIENCES (2022)

Article Geosciences, Multidisciplinary

SELF v1.0: a minimal physical model for predicting time of freeze-up in lakes

Marco Toffolon, Luca Cortese, Damien Bouffard

Summary: The freezing time in lakes is predicted through complex mechanistic models or simplified statistical regressions. The SELF model, based on energy balance involving cooling of water and wind-driven mixing, explains the dynamics of inverse stratification. The model suggests a power law dependence of pre-freezing duration on energy fluxes.

GEOSCIENTIFIC MODEL DEVELOPMENT (2021)

Article Geosciences, Multidisciplinary

Accounting for surface waves improves gas flux estimation at high wind speed in a large lake

Pascal Perolo, Bieito Fernandez Castro, Nicolas Escoffier, Thibault Lambert, Damien Bouffard, Marie-Elodie Perga

Summary: The gas transfer velocity (k) is a major source of uncertainty in assessing lake-atmosphere gas exchange. Existing models vary in predictions, with turbulence level near the air-water interface being a key factor affecting transfer rates. Wind shear and buoyancy-driven convection contribute to near-surface turbulence, impacting gas transfer in lakes.

EARTH SYSTEM DYNAMICS (2021)

Article Environmental Sciences

Seasonality modulates wind-driven mixing pathways in a large lake

Bieito Fernandez Castro, Damien Bouffard, Cary Troy, Hugo N. Ulloa, Sebastiano Piccolroaz, Oscar Sepulveda Steiner, Hannah E. Chmiel, Lucas Serra Moncadas, Sebastien Lavanchy, Alfred Wuest

Summary: Turbulent mixing in Lake Geneva is strongest in the interior water-column during the summer season, as stratification limits wind-driven mixing near the sediment. These results provide insight for anticipating the effects of climate change on freshwater quality and ecosystem services in large lakes, as stratified conditions become more prevalent.

COMMUNICATIONS EARTH & ENVIRONMENT (2021)

Article Engineering, Environmental

Parabens and their metabolite in a marine benthic-dominated food web from the Beibu gulf, South China Sea: Occurrence, trophic transfer and health risk assessment

Rong-Gui Zhu, Chang-Gui Pan, Feng-Jiao Peng, Chao-Yang Zhou, Jun-Jie Hu, Kefu Yu

Summary: This comprehensive survey investigated the occurrence, bioaccumulation, and trophic magnification of parabens and their metabolite 4-HB in a marine food web. Results showed that parabens were the predominant pollutants in marine organisms, with significant bioaccumulation from sediments. The estimated trophic magnification factor indicated biomagnification for MeP and trophic dilution for 4-HB. Overall, the risks for humans consuming marine organisms were found to be low.

WATER RESEARCH (2024)

Article Engineering, Environmental

Partitioning and inactivation of enveloped and nonenveloped viruses in activated sludge, anaerobic and microalgae-based wastewater treatment systems

Andres F. Torres-Franco, Deborah Leroy-Freitas, Cristina Martinez-Fraile, Elisa Rodriguez, Pedro A. Garcia-Encina, Raul Munoz

Summary: Anaerobic and microalgae-based technologies have emerged as sustainable alternatives for municipal wastewater treatment. However, the presence of viruses in the treated wastewater is a major concern for reuse applications. This study assessed the ability of these technologies to reduce viruses during secondary wastewater treatment. The results showed that all technologies were effective in reducing the concentration of viruses, with microalgae-based treatment exhibiting the highest potential for reducing the disinfection requirements of treated wastewater.

WATER RESEARCH (2024)

Article Engineering, Environmental

Reconsidering mercury sources and exposure pathways to bivalves: Insights from mercury stable isotopes

Young Gwang Kim, Sae Yun Kwon, Spencer J. Washburn, Scott C. Brooks, Ji Won Yoon, Lucien Besnard

Summary: The study uses Hg isotope ratios to identify the sources and exposure pathways of mercury in bivalves, finding that dissolved Hg phases in the water column are the primary source and exposure pathway to bivalves. This provides new insights into using bivalves as bioindicators for sediment quality monitoring.

WATER RESEARCH (2024)

Article Engineering, Environmental

Cation exchange resins enhance anaerobic digestion of sewage sludge: Roles in sequential recovery of hydrogen and methane

Hui Geng, Ying Xu, Rui Liu, Dianhai Yang, Xiaohu Dai

Summary: This study investigates the effect of cation exchange resin (CER) on the sequential recovery of hydrogen and methane from anaerobic digestion (AD) and the corresponding mechanisms. The results show that CER can simultaneously enhance the production of hydrogen and methane by promoting the solubilisation, hydrolysis, and acidification of organic matter. Additionally, CER facilitates effective contact between bacteria and organic particulates and reduces the energy barrier for mass transfer during methane production. The study also reveals changes in the microbial community structure and metagenomics during the AD process.

WATER RESEARCH (2024)

Article Engineering, Environmental

Fertilizer recovery from source-separated urine by evaporation with a combined process of dehumidification and the addition of absorbent resin supplement

Xiaojing Lin, Zhan Jin, Shunfeng Jiang, Zhiquan Wang, Suqing Wu, Ke Bei, Min Zhao, Xiangyong Zheng

Summary: Dehumidification combined with addition of absorbent resin supplement (ARS) was used to achieve rapid evaporation of non-pretreated urine, resulting in high water evaporation efficiency and nutrient recovery.

WATER RESEARCH (2024)

Article Engineering, Environmental

Influences of hydrodynamics on microbial community assembly and organic carbon composition of resuspended sediments in shallow marginal seas

Yangli Che, Chaoran Lin, Shen Li, Jiao Liu, Longhai Zhu, Shilei Yu, Nan Wang, Haoshuai Li, Mutai Bao, Yang Zhou, Tonghao Si, Rui Bao

Summary: Hydrodynamic processes play a crucial role in the transmission of sediments, microbial assembly, and organic carbon redistribution in the ocean. Through experiments and analysis, we found that hydrodynamics shape the assembly of microbial communities and control the redistribution of different sourced organic carbon, thereby influencing microbial-mediated biogeochemical transformation.

WATER RESEARCH (2024)

Article Engineering, Environmental

A comprehensive evaluation of the temporal and spatial fouling characteristics of RO membranes in a full-scale seawater desalination plant

Chao Chen, Yu Yang, Nigel J. D. Graham, Zhenyu Li, Xingtao Yang, Zhining Wang, Nadia Farhat, Johannes S. Vrouwenvelder, Li -an Hou

Summary: The fouling of seawater reverse osmosis membranes is a persistent challenge in desalination. This study monitored the operational performance of a desalination plant for 7 years and the fouling development in different areas of membrane modules. The findings showed that operational performance declined over time and fouling mainly occurred at the feed side of the modules, with the highest microbial diversity. Keystone species like Chloroflexi and Planctomycetes played an important role in maintaining community structure and biofilm maturation. Polysaccharides, soluble microbial products, marine humic acid-like substances, and inorganic substances contributed to fouling. Overall, biofouling had a significant impact on membrane fouling after 7 years of operation.

WATER RESEARCH (2024)

Article Engineering, Environmental

Fluctuating redox conditions accelerate the electron storage and transfer in magnetite and production of dark hydroxyl radicals

Dan Li, Jieyi Sun, Yibo Fu, Wentao Hong, Heli Wang, Qian Yang, Junhong Wu, Sen Yang, Jianhui Xu, Yunfei Zhang, Yirong Deng, Yin Zhong, Ping'an Peng

Summary: Sulfidation-oxidation treatment of magnetite (Fe3O4) enhances the production of dark center dot OH, which can efficiently degrade dissolved organic matter (DOM) and accelerate carbon cycling.

WATER RESEARCH (2024)

Article Engineering, Environmental

Full-scale upgrade activated sludge to continuous-flow aerobic granular sludge: Implementing microaerobic-aerobic configuration with internal separators

Cheng Yu, Kaijun Wang, Kaiyuan Zhang, Ruiyang Liu, Pingping Zheng

Summary: This study implemented a microaerobic-aerobic configuration in a full-scale municipal wastewater treatment facility and investigated the effects on sludge characteristics, pollutant removal, microbial community, and granulation mechanisms. The results showed successful transition from flocculent-activated sludge to well-defined AGS after two months of operation. The primary pathways for pollutant removal were simultaneous nitrification, denitrification, and phosphorus removal. Moreover, the incorporation of internal separators induced shifts in the flow pattern, which promoted granulation.

WATER RESEARCH (2024)

Article Engineering, Environmental

Target analysis, occurrence and cytotoxicity of halogenated polyhydroxyphenols as emerging disinfection byproducts in drinking water

Zhe Zhang, Shaoyang Hu, Guangrong Sun, Wei Wang

Summary: Halogenated aromatic disinfection byproducts (DBPs), such as halogenated phenols, have garnered widespread attention due to their high toxicity and prevalence. This study reports on the analysis, occurrence, and cytotoxicity of a group of emerging halogenated aromatic DBPs, known as halogenated polyhydroxyphenols (HPPs), in drinking water.

WATER RESEARCH (2024)

Article Engineering, Environmental

A coupled model to improve river water quality prediction towards addressing non-stationarity and data limitation

Shengyue Chen, Jinliang Huang, Peng Wang, Xi Tang, Zhenyu Zhang

Summary: Accurate prediction of river water quality is crucial for sustainable water management. This study introduces wavelet analysis and transfer learning techniques to assist LSTM modeling, proposing a newly coupled modeling approach that improves short-term prediction of river water quality.

WATER RESEARCH (2024)

Article Engineering, Environmental

Deciphering anaerobic ethanol metabolic pathways shaped by operational modes

Bang Du, Xinmin Zhan, Piet N. L. Lens, Yifeng Zhang, Guangxue Wu

Summary: Efficient anaerobic digestion relies on the cooperation of different microorganisms with different metabolic pathways. This study investigated the effects of different operational modes and the addition of powdered activated carbon (PAC) on ethanol metabolic pathways. The results showed that the SBR mode and the presence of CO2 facilitated ethanol metabolism towards propionate production, while the CFR mode with extended solids retention time enriched Geobacter. Adjusting operational modes and PAC addition can modulate anaerobic ethanol metabolism and enrich Geobacter.

WATER RESEARCH (2024)

Article Engineering, Environmental

Unraveling the factors influencing CO2 emissions from hydroelectric reservoirs in karst and non-karst regions: A comparative analysis

Wanfa Wang, Si-Liang Li, Jun Zhong, Yuanbi Yi, Fujun Yue, Zenglei Han, Qixin Wu, Ding He, Cong-Qiang Liu

Summary: This study compares the carbon biogeochemical processes in karst and non-karst regions within large thermal stratified river-reservoir systems. The results demonstrate that karst reservoirs have a reduced potential for carbon emissions and highlight the importance of considering geologic settings to improve accuracy in regional and global CO2 emission estimates.

WATER RESEARCH (2024)

Article Engineering, Environmental

Rare resistome rather than core resistome exhibited higher diversity and risk along the Yangtze River

Chunxia Jiang, Zelong Zhao, Dong Zhu, Xiong Pan, Yuyi Yang

Summary: This study analyzed the occurrence and distribution of antibiotic resistance genes (ARGs) in different environmental media of the Yangtze River using metagenomics. Core resistome dominated by multidrug resistance genes was found in all samples, while rare resistome dominated by various resistance genes was more prevalent in plasmids. Specific bacteria were identified as hosts for both core and rare resistomes, with high clinical concern ARGs found in the rare resistome. Particle-associated environment provided the most ideal conditions for resistome hosts. This study provided insights into the genetic locations of ARGs and the community assembly mechanisms of ARG hosts in freshwater environments.

WATER RESEARCH (2024)

Article Engineering, Environmental

Uncovering interactions among ternary electron donors of organic carbon source, thiosulfate and Fe0 in mixotrophic advanced denitrification: Proof of concept from simulated to authentic secondary effluent

Yu Zhang, Yongtao He, Linchun Jia, Lei Xu, Zheng Wang, Yueling He, Ling Xiong, Xumeng Lin, Hong Chen, Gang Xue

Summary: By synergizing organic carbon source, thiosulfate, and zero-valent iron, efficient mixotrophic denitrification of oligotrophic secondary effluent can be achieved. Thiosulfate plays a vital role in promoting TN removal efficiency, while corrosion of Fe0 releases OH- to neutralize H+ from thiosulfate-driven denitrification, creating a suitable environment for denitrification. The coordination of thiosulfate and Fe0 maintains the dominance of Thiobacillus for denitrification.

WATER RESEARCH (2024)