Engineering Applications of Artificial Intelligence, Год журнала: 2023, Номер 120, С. 105910 - 105910
Опубликована: Янв. 30, 2023
Язык: Английский
Engineering Applications of Artificial Intelligence, Год журнала: 2023, Номер 120, С. 105910 - 105910
Опубликована: Янв. 30, 2023
Язык: Английский
Reviews of Geophysics, Год журнала: 2024, Номер 62(1)
Опубликована: Фев. 11, 2024
Abstract Lake thermal dynamics have been considerably impacted by climate change, with potential adverse effects on aquatic ecosystems. To better understand the impacts of future change lake and related processes, use mathematical models is essential. In this study, we provide a comprehensive review water temperature modeling. We begin discussing physical concepts that regulate in lakes, which serve as primer for description process‐based models. then an overview different sources observational data, including situ monitoring satellite Earth observations, used field classify various available, discuss model performance, commonly performance metrics optimization methods. Finally, analyze emerging modeling approaches, forecasting, digital twins, combining deep learning, evaluating structural differences through ensemble modeling, adapted management, coupling This aimed at diverse group professionals working fields limnology hydrology, ecologists, biologists, physicists, engineers, remote sensing researchers from private public sectors who are interested understanding its applications.
Язык: Английский
Процитировано
52Global Change Biology, Год журнала: 2022, Номер 28(16), С. 4861 - 4881
Опубликована: Май 25, 2022
Oxygen availability is decreasing in many lakes and reservoirs worldwide, raising the urgency for understanding how anoxia (low oxygen) affects coupled biogeochemical cycling, which has major implications water quality, food webs, ecosystem functioning. Although increasing magnitude prevalence of been documented freshwaters globally, challenges disentangling oxygen temperature responses have hindered assessment effects on carbon, nitrogen, phosphorus concentrations, stoichiometry (chemical ratios), retention freshwaters. The consequences are likely severe may be irreversible, necessitating ecosystem-scale experimental investigation freshwater availability. To address this gap, we devised conducted REDOX (the Reservoir Ecosystem Dynamic Oxygenation eXperiment), an unprecedented, 7-year experiment manipulated modeled bottom-water (hypolimnetic) at whole-ecosystem scale a eutrophic reservoir. Seven years data reveal that significantly increased hypolimnetic concentrations altered elemental by factors 2-5× relative to oxic periods. Importantly, prolonged summer nitrogen export from reservoir six-fold changed net sink source organic carbon downstream. While low thought as response land use climate change, results demonstrate can also driver changes serve intensifying feedback increases downstream waterbodies. Consequently, change continue increase it will budgets well quality
Язык: Английский
Процитировано
57Environmental Science & Technology, Год журнала: 2023, Номер 57(9), С. 4003 - 4013
Опубликована: Фев. 20, 2023
Phosphorus (P) precipitation is among the most effective treatments to mitigate lake eutrophication. However, after a period of high effectiveness, studies have shown possible re-eutrophication and return harmful algal blooms. While such abrupt ecological changes were attributed internal P loading, role warming its potential synergistic effects with thus far, has been understudied. Here, in eutrophic central Germany, we quantified driving mechanisms cyanobacterial blooms 2016 (30 years first precipitation). A process-based ecosystem model (GOTM-WET) was established using high-frequency monitoring data set covering contrasting trophic states. Model analyses suggested that release accounted for 68% biomass proliferation, while contributed 32%, including direct via promoting growth (18%) intensifying loading (14%). The further showed synergy prolonged hypolimnion oxygen depletion. Our study unravels substantial re-eutrophicated lakes. on cyanobacteria need more attention management, particularly urban
Язык: Английский
Процитировано
26Hydrology and earth system sciences, Год журнала: 2023, Номер 27(3), С. 837 - 859
Опубликована: Фев. 16, 2023
Abstract. Long-term effects of climate change on lakes globally will include a substantial modification in the thermal regime and oxygen solubility lakes, resulting alteration ecosystem processes, habitats, concentrations critical substances. Recent efforts have led to development long-term model projections lake regimes solubility. However, such are hardly ever confronted with observations extending over multiple decades. Furthermore, global-scale forcing parameters models present several limitations, as need significant downscaling. In this study, were analyzed four largest French peri-alpine 1850–2100. We tested one-dimensional (1D) models' robustness for variations based up 63 years limnological data collected by Observatory LAkes (OLA). Here, we evaluate possibility mechanistic following evolution shortwave radiation air temperature while providing realistic seasonal trends other variables which local-scale downscaling often lacks accuracy. Based approach, MyLake, forced temperatures radiations, predicted accurately last 4 6 decades, RMSE < 1.95 ∘C. Over previous 3 water increased 0.46 ∘C per decade (±0.02 ∘C) epilimnion 0.33 (±0.06 hypolimnion. Concomitantly due change, O2 has decreased −0.104 mg L−1 (±0.005 L−1) −0.096 (±0.011 hypolimnion, respectively. shared socio-economic pathway SSP370 Intergovernmental Panel Climate Change (IPCC), could face an increase 3.80 (±0.20 next 70 years, accompanied decline 1.0 (±0.1 Together, these results highlight conditions coming better integration observatories anticipate habitats.
Язык: Английский
Процитировано
24Water Resources Research, Год журнала: 2024, Номер 60(1)
Опубликована: Янв. 1, 2024
Abstract Benthic oxygen flux with complex spatiotemporal variations is essential for the global budget of carbon dioxide and regional security water quality ecology, but its dominant driver under different circumstances has yet to be identified. In this study, a parametric scheme was proposed validated aquatic eddy correlation measurements then coupled diagenesis model environment model. The applied river‐reservoir significant environmental gradients in hydrodynamics, diagenesis, hypoxia, which are three factors that competitively drive variation benthic flux. results indicate hydrodynamics dominate riverine thalweg areas, lacustrine bank hypoxia shows dominance only hypolimnetic anoxic area. general, river‐reservoirs, followed by both more prominent than hypoxia. If operated reservoir experiences wet year, tends increase, while decreases. divers exhibit similar stable systems reservoirs, becomes exclusive fluxes systems.
Язык: Английский
Процитировано
8Water Research, Год журнала: 2024, Номер 257, С. 121694 - 121694
Опубликована: Апрель 29, 2024
Язык: Английский
Процитировано
7Geoscientific model development, Год журнала: 2022, Номер 15(9), С. 3861 - 3878
Опубликована: Май 13, 2022
Abstract. We present the Water Ecosystems Tool (WET) – a new generation of open-source, highly customizable aquatic ecosystem model. WET is completely modularized model developed in syntax Framework for Aquatic Biogeochemical Models (FABM), which enables coupling to multiple physical models ranging from zero three dimensions, and based on FABM–PCLake The has been extensively modularized, empowering users with flexibility food web configurations, incorporates features other state-of-the-art models, options nitrogen fixation vertical migration. With structure, flexible customization options, suitable wide range applications. demonstrate these their impacts behavior temperate lake calibration was previously published discuss benefits
Язык: Английский
Процитировано
27Science Advances, Год журнала: 2024, Номер 10(44)
Опубликована: Окт. 30, 2024
Lakes emit substantial amounts of carbon dioxide (CO 2 ) into the atmosphere, but why they do remains debated. The long-standing vision lakes as solely respirators organic matter leaking from soils has been challenged by evidence that inorganic produced weathering catchment bedrock could also support lake CO emissions. How inputs ultimately generate outgassing a blind spot. We develop and introduce calcite module in coupled one-dimensional physical-biogeochemical model we use to simulate cycle large Lake Geneva over past 40 years. mechanistically demonstrate how so-far neglected process precipitation boosts net emissions at annual scale. Far being anecdotal, show explain across various globally, including some largest world.
Язык: Английский
Процитировано
6Journal of Hydrology, Год журнала: 2022, Номер 613, С. 128466 - 128466
Опубликована: Сен. 21, 2022
Язык: Английский
Процитировано
20Environmental Modelling & Software, Год журнала: 2023, Номер 162, С. 105637 - 105637
Опубликована: Фев. 1, 2023
Язык: Английский
Процитировано
12