Modeling eutrophication and oligotrophication of shallow-water marine systems: the importance of sediments under stratified and well-mixed conditions

A one-dimensional model that couples water-column physics with pelagic and benthic biogeochemistry in a 50-m-deep water column is used to demonstrate the importance of the sediment in the functioning of shallow systems, the eutrophication status of the system, and the system’s resilience to oligotrophication. Two physical scenarios, a well-mixed and a stratified water column, are considered and both are run along a gradient of increasing initial pelagic-dissolved inorganic nitrogen (DIN) concentration. Where the mixed layer extends to the bottom, more nutrients and less light are available for growth. Under low to moderately eutrophic conditions (pelagic DIN <30 mmol m−3), this leads to higher productivity in well-mixed waters, while the stratified system is more productive under highly eutrophic conditions. Under stratification, the build-up of nitrate and depletion of oxygen below the mixed layer does not notably change the functioning of the sediment as a sink for reactive nitrogen. In sediments underlying well-mixed waters, sedimentary denitrification, fueled mainly by in situ nitrification, is slightly more important (8–15% of total benthic mineralization) than under stratified waters (7–20%), where the influx of bottom-water nitrate is the most important nitrate source. As a consequence of this less efficient removal of reactive nitrogen, the winter DIN concentrations are higher in the stratified scenario. The model is used to estimate the long-term benefits of nutrient reduction scenarios and the timeframe under which the new steady-state condition is approached. It is shown that a 50% reduction in external nitrogen inputs ultimately results in a reduction of 60–70% of the original pelagic DIN concentration. However, as the efflux of nitrogen from the sediment compensates part of the losses in the water column, system oligotrophication is a slow process: after 20 years of reduced inputs, the pelagic DIN concentrations still remain 2.7 mmol m−3 (mixed) and 3.9 mmol m−3 (stratified) above the ultimate DIN concentrations.

Landscape, culture, and education in Defoe's Robinson crusoe

In their article "Landscape, Culture, and Education in Defoe's Robinson Crusoe" Geert Vandermeersche and Ronald Soetaert discuss Daniel Defoe's Robinson Crusoe as a narrative that translates nature and our dealings with it into a literary text. Vandeermeersche and Soetaert postulate that the novel can be read as a quintessential fable of humans' cultivation of nature and the creation of individuality, which, at the same time, provides its readers with strategies for describing processes such as education. Robinson Crusoe and its characters, metaphors, and scenarios function in the "auto-communication" of culture as an enduring equipment for living (Burke), a company readers keep (Booth), and a cognitive tool in modern Western culture

Spatial and temporal patterns of the zooplankton in the Westerschelde estuary

The invertebrate zooplankton fauna of the Westerschelde (Belgium and The Netherlands) was investigated during 2 yr by means of monthly samples along a salinity gradient. Copepods were usually the most abundant holoplanktonic metazoans except in the freshwater zone where Rotifera were most numerous. The combination of a classification technique and an ordination-regression technique proved to be a valuable tool for the analysis of such an extensive data set. The presence of 4 groups was established, representing spatially distinct populations but with temporally shifting boundaries. Few zooplankton species were truly estuarine in their distribution, but many were derived from nearby coastal waters. This intrusion of marine species started in spring, reaching their most upstream distribution and highest densities in summer-early fall, then declining and retreating from the estuary, disappearing in winter. Fringing this community was a transition group with low densities, but many species. This brackish-water community consisted predominantly of the calanoid copepod Eurytemora affinis. It appeared in late fall, spread out seaward to obtain its maximum density and distribution in winter-early spring. Densities then declined and the community was absent by late summer-early fall. The freshwater zone near the port of Antwerp, Belgium, was characterized by a paucity of large zooplankters, despite the high primary production in this zone. This is probably due to the low oxygen availability in this area. A canonical correspondence analysis revealed 2 major environmental axes. The salinity gradient (mainly spatial) explained most of the variance. Strongly correlated with this factor were dissolved oxygen content and secchi disc visibility. The temperature gradient (mainly temporal) was almost perpendicular to the salinity axis, indicating little or no correlation. Of lesser importance was the load of suspended matter, which was highest in the brackish area in autumn-winter. Chlorophyll content of the water was unimportant in explaining community structure. Copepod dry weight was maximal in spring in the brackish part (500 mg m-3); a lower maximum (260 mg m-3) was observed in summer in the marine part of the estuary

Impact of global change on coastal oxygen dynamics and risk of hypoxia

Climate change and changing nutrient loadings are the two main aspects of global change that are linked to the increase in the prevalence of coastal hypoxia - the depletion of oxygen in the bottom waters of coastal areas. However, it remains uncertain how strongly these two drivers will each increase the risk of hypoxia over the next decades. Through model simulations we have investigated the relative influence of climate change and nutrient run-off on the bottom water oxygen dynamics in the Oyster Grounds, an area in the central North Sea experiencing summer stratification. Simulations were performed with a one-dimensional ecosystem model that couples hydrodynamics, pelagic biogeochemistry and sediment diagenesis. Climatological conditions for the North Sea over the next 100 yr were derived from a global-scale climate model. Our results indicate that changing climatological conditions will increase the risk of hypoxia. The bottom water oxygen concentration in late summer is predicted to decrease by 24 mu M or 11.5% in the year 2100. More intense stratification is the dominant factor responsible for this decrease (58 %), followed by the reduced solubility of oxygen at higher water temperature (27 %), while the remaining part could be attributed to enhanced metabolic rates in warmer bottom waters (15 %). Relative to these climate change effects, changes in nutrient runoff are also important and may even have a stronger impact on the bottom water oxygenation. Decreased nutrient loadings strongly decrease the probability of hypoxic events. This stresses the importance of continued eutrophication management in coastal areas, which could function as a mitigation tool to counteract the effects of rising temperatures

Computational analysis of the effect of superparamagnetic nanoparticle properties on bioheat transfer in magnetic nanoparticle hyperthermia

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Inverse Modelling, Sensitivity and Monte Carlo Analysis in R Using Package FME

Mathematical simulation models are commonly applied to analyze experimental or environmental data and eventually to acquire predictive capabilities. Typically these models depend on poorly defined, unmeasurable parameters that need to be given a value. Fitting a model to data, so-called inverse modelling, is often the sole way of finding reasonable values for these parameters. There are many challenges involved in inverse model applications, e.g., the existence of non-identifiable parameters, the estimation of parameter uncertainties and the quantification of the implications of these uncertainties on model predictions. The R package FME is a modeling package designed to confront a mathematical model with data. It includes algorithms for sensitivity and Monte Carlo analysis, parameter identifiability, model fitting and provides a Markov-chain based method to estimate parameter confidence intervals. Although its main focus is on mathematical systems that consist of differential equations, FME can deal with other types of models. In this paper, FME is applied to a model describing the dynamics of the HIV virus.

Increasing recombinant protein production in Escherichia coli K12 by increasing the biomass yield of the host cell

For more than three decades micro-organisms have been employed as hosts for recombinant protein production, with the most popular organisms being Escherichia coli and Saccharomyces cerevisiae (1). One of the crucial factors to obtain high product yields in recombinant protein bioprocesses is the biomass yield of the host cell. High biomass yields not only result in less carbon loss and higher conversion to recombinant protein due to a potential higher drain of precursors, but are also accompanied by lower conversion to growth inhibiting byproducts, such as acetate (2). Furthermore, acidic byproducts hinder the expression of heterologous proteins (3) and consequently decrease protein yield in a direct and indirect manner. Many strategies have been tested to decrease the amount of acetate produced, including optimal feeding, choice of other carbon sources and metabolic engineering (4). Fed-batch and continuous feeding strategies result in low residual glucose concentrations and minimize overflow metabolism (’Crabtree effect’) (5; 6). Aristidou and coworkers improved biomass yield and protein production by using fructose as a primary carbon source without greatly affecting the fermentation cost (7). A third strategy is to alter the genetic machinery. Knocking out genes that code for acetate producing pathways, i.e. acetate kinase-phosphate acetyltransferase (ackA-pta) and pyruvate oxidase (poxB ) decrease acetate yield dramatically, but at the expense of lactate and pyruvate (8). The objective of this study was to focus on the combined effect of a global and a local regulator to increase biomass yield and hence recombinant protein production using GFP as a biomarker. Deletion of arcA reduces the repression on expression of TCA cycle genes (9) while deletion of iclR removes the repression on the aceBAK operon and opens the glyoxylate pathway (10; 11) in aerobic batch cultivations. This metabolic engineering approach simultaneously decreased the acetate yield with 70% and increased the biomass yield of the host cell with 50%. Due to a lower carbon loss and a lower inhibition of protein production by acetate, the GFP production of the ∆arcA∆iclR double knockout strain increased with 100% as opposed to the wild type E. coli K12. Further deletion of genes lon and ompT encoding for non-specific proteases even further increases GFP-production (3 times the wild type value). The effect of a deletion of arcA and iclR was also evaluated in a E. coli BL21 genetic background. However in this industrial strain the deletion had no effect on protein production. References [1] Ferrer-Miralles N, Domingo-Esp ́ J, Corchero JL, V ́zquez E, Villaverde A: Microbial factories for recombinant pharmaceuticals. Microb Cell Fact 2009, 8:17 [2] El-Mansi EM, Holms WH: Control of carbon flux to acetate excretion during growth of Escherichia coli in batch and continuous cultures. J Gen Microbiol 1989, 135(11):2875–2883. [3] Jensen EB, Carlsen S: Production of recombinant human growth hormone in Escherichia coli: expression of different precursors and physiological effects of glucose, acetate, and salts. Biotechnol Bioeng 1990, 36:1–11 [4] De Mey M, Maeseneire SD, Soetaert W, Vandamme E: Minimizing acetate formation in E. coli fermentations. J. Ind. Microbiol. Biotechnol. 2007, 34:689–700. [5] Babaeipour V, Shojaosadati SA, Khalilzadeh R, Maghsoudi N, Tabandeh F: A proposed feeding strategy for the overproduction of recombinant proteins in Escherichia coli. Biotechnol Appl Biochem 2008, 49(Pt 2):141–147. [6] San KY, Bennett GN, Aristidou AA, Chou CH: Strategies in high-level expression of recombinant protein in Escherichia coli. Ann N Y Acad Sci 1994, 721:257–267. [7] Aristidou AA, San KY, Bennett GN: Improvement of biomass yield and recombinant gene expression in Escherichia coli by using fructose as the primary carbon source. Biotechnol Prog 1999, 15:140–145. [8] De Mey M, Lequeux GJ, Beauprez JJ, Maertens J, Horen EV, Soetaert WK, Vanrolleghem PA, Vandamme EJ: Comparison of different strategies to reduce acetate formation in Escherichia coli. Biotechnol Prog 2007. [9] Perrenoud A, Sauer U: Impact of global transcriptional regulation by ArcA, ArcB, Cra,Crp, Cya, Fnr, and Mlc on glucose catabolism in Escherichia coli . J. Bacteriol. 2005, 187:3171–3179. [10] van de Walle M, Shiloach J: Proposed mechanism of acetate accumulation in two recombinant Escherichia coli strains during high density fermentation. Biotechnol Bioeng 1998, 57:71–78. [11] Maharjan RP, Yu PL, Seeto S, Ferenci T: The role of isocitrate lyase and the glyoxylate cycle in Escherichia coli growing under glucose limitation. Res Microbiol 2005, 156(2):178–183