M. Rohde
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16 records found
1
This thesis evaluates whether in-situ and remote sensing observations collected during the REFORM 2024 field campaign at a site with co-located wind turbines and solar PVs in Warmenhuizen (NL) can be used for data assimilation in LES-based forecasting. The instrumentation included a 10 m meteorological mast, two radiometers, a sonic anemometer, a microwave radiometer, and a cloud radar, deployed over several months from March to June 2024. Comprehensive pre-processing and 10-minute resolution data aggregation enabled the analysis of surface energy balance (SEB), albedo (ranging from 0.15–0.35 with a seasonal increase), atmospheric stability, thermodynamic structure, and representativeness of the observations. A detailed case study of May 23, 2024, captured a transition from stratocumulus to shallow cumulus, demonstrating physically consistent diurnal patterns in radiation and turbulent fluxes. Observations compared well with regional reference sites and
met key criteria for physical plausibility and internal consistency. However, deviations from Monin–Obukhov Similarity Theory under stable stratification (with heat flux stability functions up to 66% below expected values) and a right-skewed distribution of roughness length estimates (median z0 = 0.048 m, skewness = 2.27) highlight the influence of local infrastructure and surface heterogeneity.
The study concludes that the Warmenhuizen dataset is suitable for high-resolution LES modeling and renewable energy forecasting, provided that limitations, such as temporal smoothing, infrastructure-induced disturbances, and lack of a nearby reference site, are explicitly accounted for. This study is among the first to test whether observations from a real-world, infrastructure-influenced site remain suitable for high-resolution weather forecasting and energy modeling; unlike most observation studies that rely on undisturbed terrain. ...
This thesis evaluates whether in-situ and remote sensing observations collected during the REFORM 2024 field campaign at a site with co-located wind turbines and solar PVs in Warmenhuizen (NL) can be used for data assimilation in LES-based forecasting. The instrumentation included a 10 m meteorological mast, two radiometers, a sonic anemometer, a microwave radiometer, and a cloud radar, deployed over several months from March to June 2024. Comprehensive pre-processing and 10-minute resolution data aggregation enabled the analysis of surface energy balance (SEB), albedo (ranging from 0.15–0.35 with a seasonal increase), atmospheric stability, thermodynamic structure, and representativeness of the observations. A detailed case study of May 23, 2024, captured a transition from stratocumulus to shallow cumulus, demonstrating physically consistent diurnal patterns in radiation and turbulent fluxes. Observations compared well with regional reference sites and
met key criteria for physical plausibility and internal consistency. However, deviations from Monin–Obukhov Similarity Theory under stable stratification (with heat flux stability functions up to 66% below expected values) and a right-skewed distribution of roughness length estimates (median z0 = 0.048 m, skewness = 2.27) highlight the influence of local infrastructure and surface heterogeneity.
The study concludes that the Warmenhuizen dataset is suitable for high-resolution LES modeling and renewable energy forecasting, provided that limitations, such as temporal smoothing, infrastructure-induced disturbances, and lack of a nearby reference site, are explicitly accounted for. This study is among the first to test whether observations from a real-world, infrastructure-influenced site remain suitable for high-resolution weather forecasting and energy modeling; unlike most observation studies that rely on undisturbed terrain.
The surface temperature is often estimated using land surface parametrisation schemes, such as empirical skin resistance models. These parametrisations often lead to deviations and temporal shifts in the heat flux at the surface, causing a discrepancy in the closure of the surface energy balance (SEB) on short time scales. Addressing these inconsistencies requires a more refined approach to model heat transfer processes within the vegetation-soil continuum.
This research investigates the accuracy of a two-layer diffusive model with uniform thermal parameters in capturing temperature dynamics within the vegetation-soil continuum. The results indicate that a purely diffusive model accurately describes temperature dynamics within the soil. However, this approach is too simplistic to capture the complexity of heat transfer within the vegetation layer. Within the soil, the thermal diffusivity remains relatively constant over time. An optimal value is determined as $\kappa_{soil} = 3.0 \pm 0.3 \cdot 10 ^{-7} \text{ m}^2 \text{ s}^{-1}$, in line with values reported in previous research. In contrast, heat transfer within the grass is influenced by additional processes beyond pure diffusion. Preliminary analysis shows an improvement in the model performance with the introduction of a linear source term, likely accounting for radiative effects.
A diffusive approach to in-canopy heat transfer, combined with a source term, presents a promising step in describing the vegetation layer in surface heat transfer models. However, further research is necessary to refine the formulation of the source term, whether through a physically motivated or data-driven approach.
From a broader perspective, further additional observational and numerical research into the physical processes behind heat transfer within the grass layer is advised to assess their influence. Additionally, generalisation of the model will enhance its applicability in weather forecasting models to improve the prediction of thermal effects near the surface. ...
The surface temperature is often estimated using land surface parametrisation schemes, such as empirical skin resistance models. These parametrisations often lead to deviations and temporal shifts in the heat flux at the surface, causing a discrepancy in the closure of the surface energy balance (SEB) on short time scales. Addressing these inconsistencies requires a more refined approach to model heat transfer processes within the vegetation-soil continuum.
This research investigates the accuracy of a two-layer diffusive model with uniform thermal parameters in capturing temperature dynamics within the vegetation-soil continuum. The results indicate that a purely diffusive model accurately describes temperature dynamics within the soil. However, this approach is too simplistic to capture the complexity of heat transfer within the vegetation layer. Within the soil, the thermal diffusivity remains relatively constant over time. An optimal value is determined as $\kappa_{soil} = 3.0 \pm 0.3 \cdot 10 ^{-7} \text{ m}^2 \text{ s}^{-1}$, in line with values reported in previous research. In contrast, heat transfer within the grass is influenced by additional processes beyond pure diffusion. Preliminary analysis shows an improvement in the model performance with the introduction of a linear source term, likely accounting for radiative effects.
A diffusive approach to in-canopy heat transfer, combined with a source term, presents a promising step in describing the vegetation layer in surface heat transfer models. However, further research is necessary to refine the formulation of the source term, whether through a physically motivated or data-driven approach.
From a broader perspective, further additional observational and numerical research into the physical processes behind heat transfer within the grass layer is advised to assess their influence. Additionally, generalisation of the model will enhance its applicability in weather forecasting models to improve the prediction of thermal effects near the surface.
...
The separation of terbium from gadolinium by solvent extraction
Upscaling terbium production for use in radionuclide therapy
Electrokinetic Properties of Zn-Alginate Beads in a Zn-Air Flow Battery
An Alkaline Zn-Air Solid Mediated Flow Battery containing Zn/ZnO Alginate Beads in the Anolyte Tank
Color-Gradient Lattice Boltzmann (CG-LBM) simulations can capture surface tension between fluids. Contact angles with solids are often imposed on geometrical grounds as boundary conditions. Alternative energy-based wetting, based on solid-liquid surface tension/energy arguments, is investigated for its applicability in the inkjet printing regime.
CG-LBM fluid-fluid interfaces are diffuse, despite modelling macroscopically sharp interfaces. This requires interpolation of viscosity in the interface region: new arguments are given to support the idea that this interpolation is free, and can be chosen, for example, on the basis of validation results.
New theory on CG-LBM for any number N of fluids is developed, and broadens the applicability of known N-fluid algorithms, allowing the use of in-simulation phase definitions that are more suitable for large density ratios among fluids.
The use of superviscous particles is investigated, where an N-fluid CG-LBM implementation is leveraged by using very viscous fluids to model solids. Wetting would then be mediated by the CG-LBM fluid-fluid interaction framework. The way CG-LBM maintains fluid-fluid interfaces is now also extended to the solid-fluid interfaces, and can lead to catastrophic spurious smearing of physical features.
Separately, recognizing the fundamental physical similarity of surface-tension across fluid-fluid and fluid-solid interfaces, wetting phenomena were simulated with additional fluid-fluid-like interactions near walls. This solid-phase perturbation approach was consistently formulated thanks to the new N-fluid CG-LBM theory developed earlier. Inaccuracies arise when these interactions are not paired with a diffuse fluid-solid interface, similar to those maintained between fluids in CG-LBM.
Sufficient results are obtained to motivate future development of solid-phase perturbation, which indeed describes solid-fluid and fluid-fluid surface-tensile interaction in a unified framework. ...
Color-Gradient Lattice Boltzmann (CG-LBM) simulations can capture surface tension between fluids. Contact angles with solids are often imposed on geometrical grounds as boundary conditions. Alternative energy-based wetting, based on solid-liquid surface tension/energy arguments, is investigated for its applicability in the inkjet printing regime.
CG-LBM fluid-fluid interfaces are diffuse, despite modelling macroscopically sharp interfaces. This requires interpolation of viscosity in the interface region: new arguments are given to support the idea that this interpolation is free, and can be chosen, for example, on the basis of validation results.
New theory on CG-LBM for any number N of fluids is developed, and broadens the applicability of known N-fluid algorithms, allowing the use of in-simulation phase definitions that are more suitable for large density ratios among fluids.
The use of superviscous particles is investigated, where an N-fluid CG-LBM implementation is leveraged by using very viscous fluids to model solids. Wetting would then be mediated by the CG-LBM fluid-fluid interaction framework. The way CG-LBM maintains fluid-fluid interfaces is now also extended to the solid-fluid interfaces, and can lead to catastrophic spurious smearing of physical features.
Separately, recognizing the fundamental physical similarity of surface-tension across fluid-fluid and fluid-solid interfaces, wetting phenomena were simulated with additional fluid-fluid-like interactions near walls. This solid-phase perturbation approach was consistently formulated thanks to the new N-fluid CG-LBM theory developed earlier. Inaccuracies arise when these interactions are not paired with a diffuse fluid-solid interface, similar to those maintained between fluids in CG-LBM.
Sufficient results are obtained to motivate future development of solid-phase perturbation, which indeed describes solid-fluid and fluid-fluid surface-tensile interaction in a unified framework.
Data assimilation of observed cloud fields in LES model
Applying a three-dimensional nudging tendency to thermodynamic properties during LES model spin-up for increased agreement with observations
To do so, first, the physical situation is translated into a mathematical model. Then, an optimization strategy for changing the buoyancy to optimally travel to a set location is constructed. The strategy is based on gradient descent and implemented in Python. Four different definitions of an optimal trajectory to a target location are considered, those are 1) any trajectory that leads to the target location, 2) the most time-efficient trajectory, 3) the most energy-efficient trajectory, and 4) a trajectory that is both time and energy-efficient.
The optimization strategy is tested for five different starting and target locations for a small spherical float in an idealized two-dimensional linear flow field. It is concluded that it is possible to use the optimization strategy to navigate a float using buoyancy changes for all four optimization objectives, although the current implementation is not efficient enough for targets far away.
The first objective of future research should be to increase the coding efficiency. Thereafter, other steps toward a more realistic situation can be taken, such as testing for non-linear flow fields, three-dimensional fields, and bigger floats.
...
To do so, first, the physical situation is translated into a mathematical model. Then, an optimization strategy for changing the buoyancy to optimally travel to a set location is constructed. The strategy is based on gradient descent and implemented in Python. Four different definitions of an optimal trajectory to a target location are considered, those are 1) any trajectory that leads to the target location, 2) the most time-efficient trajectory, 3) the most energy-efficient trajectory, and 4) a trajectory that is both time and energy-efficient.
The optimization strategy is tested for five different starting and target locations for a small spherical float in an idealized two-dimensional linear flow field. It is concluded that it is possible to use the optimization strategy to navigate a float using buoyancy changes for all four optimization objectives, although the current implementation is not efficient enough for targets far away.
The first objective of future research should be to increase the coding efficiency. Thereafter, other steps toward a more realistic situation can be taken, such as testing for non-linear flow fields, three-dimensional fields, and bigger floats.
The questions are answered with help of a model. The model is constructed with the one dimensional water equations, where boundary conditions are used. Next the equations can be used in two cases. In the first case, which is used to answer the main question, the variables width, depth and friction of the river basin are taken to be length independent variables. In the second case, the width, depth and friction of the river basin are taken to be length dependent variables. This second case is used to model the propagation of the M2 and M4 tide for the Ems river. For the first case an analytical and numerical solution exist. From the error, the optimal grid size for the numerical model is obtained, which is taken as $N=100$. For the second case only a numerical solution exists.
With the model it is concluded that widening and an increasing friction cause a damping effect on the propagation of the M2 and M4 tide. Deepening, however, has a different effect on the M2 and M4 tide. It was seen that for certain value change in depth the M2 tide shows an amplification in amplitude, while the M4 tide shows an damping in amplitude for the same value change. The plots obtained in this part of the study can be used to see what is expected to happen to the amplitude of the M2 and M4 tide when a variable is varied in a tidal river basin. The latter is done for the Ems river.
An important observation made with the $x$-dependent model is that the amplification in amplitude from 1965 to 2005 can be explained by the decreased friction, due to increasing muddiness in the Ems river. Secondly, relatively, it was seen that the amplitude of the M4 tide shows a much greater amplification in amplitude at the beginning of the river than the amplitude of the M2 tide. This could be explained by the different change in amplitude of the M2 and M4 tide subjected to deepening, which was concluded from the $x$-independent model as well. However, the difference in M2 and M4 tide between 1965 and 2005 is not due to deepening on its own. Namely, the change in amplitude due to deepening highly depends on the value of the friction, which is different for the years 1965 and 2005. It is concluded that the exact amplitude of the M2 and M4 tide cannot be predicted with the $x$-independent model. However, it is concluded that the results from the $x$-independent model can be used to predict how the M2 and M4 tide will change due to deepening relatively to each other.
The results of this study are strongly influenced by the assumptions made to derive the model. Before the one dimensional, $x$-independent model was compared to the observations for the Ems river between 1965 and 2005 a few decisions had to be made regarding $x$-dependent to $x$-independent variables. This process needs to be further researched, before applying the x-independent model to other tidal rivers, which is left for further research. ...
The questions are answered with help of a model. The model is constructed with the one dimensional water equations, where boundary conditions are used. Next the equations can be used in two cases. In the first case, which is used to answer the main question, the variables width, depth and friction of the river basin are taken to be length independent variables. In the second case, the width, depth and friction of the river basin are taken to be length dependent variables. This second case is used to model the propagation of the M2 and M4 tide for the Ems river. For the first case an analytical and numerical solution exist. From the error, the optimal grid size for the numerical model is obtained, which is taken as $N=100$. For the second case only a numerical solution exists.
With the model it is concluded that widening and an increasing friction cause a damping effect on the propagation of the M2 and M4 tide. Deepening, however, has a different effect on the M2 and M4 tide. It was seen that for certain value change in depth the M2 tide shows an amplification in amplitude, while the M4 tide shows an damping in amplitude for the same value change. The plots obtained in this part of the study can be used to see what is expected to happen to the amplitude of the M2 and M4 tide when a variable is varied in a tidal river basin. The latter is done for the Ems river.
An important observation made with the $x$-dependent model is that the amplification in amplitude from 1965 to 2005 can be explained by the decreased friction, due to increasing muddiness in the Ems river. Secondly, relatively, it was seen that the amplitude of the M4 tide shows a much greater amplification in amplitude at the beginning of the river than the amplitude of the M2 tide. This could be explained by the different change in amplitude of the M2 and M4 tide subjected to deepening, which was concluded from the $x$-independent model as well. However, the difference in M2 and M4 tide between 1965 and 2005 is not due to deepening on its own. Namely, the change in amplitude due to deepening highly depends on the value of the friction, which is different for the years 1965 and 2005. It is concluded that the exact amplitude of the M2 and M4 tide cannot be predicted with the $x$-independent model. However, it is concluded that the results from the $x$-independent model can be used to predict how the M2 and M4 tide will change due to deepening relatively to each other.
The results of this study are strongly influenced by the assumptions made to derive the model. Before the one dimensional, $x$-independent model was compared to the observations for the Ems river between 1965 and 2005 a few decisions had to be made regarding $x$-dependent to $x$-independent variables. This process needs to be further researched, before applying the x-independent model to other tidal rivers, which is left for further research.
Diffusion coefficient estimations of radiometals in target solutions using microfluidic devices
A combined experimental & numerical study
FLASH proton therapy is a growing field of research, especially due to its biological benefits in radiation oncology: sparing healthy tissue while delivering the treatment within a millisecond. However, instead of sparing healthy tissue, the conventional FLASH approach, using transmission beams, damages the tissue behind the distal edge of a tumour. Therefore, this approach is less attractive in some clinical applications of FLASH proton therapy. To solve this problem, the use of a ridge filter and patient-specific range compensator, to shift the spread-out Bragg peak (SOBP) of the proton beam to the tumour, is proposed. In this research, the clinical feasibility and acceptability of FLASH-compatible treatment plans, optimized with multiple, Monte Carlo-simulated ridge filter beams, is analysed. An SOBP-database is generated using energy spectrum approximations and interpolations of energy spectra retrieved from Monte Carlo simulations in TOPAS. To obtain optimized FLASH-compatible treatment plans for neuro-oncological targets, this database is implemented in the in-house treatment planning software of the Erasmus Medical Center, iCycle. The resulting treatment plans show that it is possible to generate FLASH-compatible treatment plans using a ridge filter. A FLASH enhancement ratio between 1.4 and 2.1 would potentially give clinically acceptable plans for the three patients considered. In some optimized plans, the homogeneity of the tumour dose is also increased. A limitation of this research is that configuration of a stable ridge filter beam treatment plan optimizer appears to be challenging. Besides this, the FLASH enhancement ratio and the dose rate are not taken into account to find the regions in the patient where the FLASH conditions (dose > 8 Gy, dose rate > 40 Gy/s and treatment time < 0.1 s) are met. Recommendations for future research include: implementing the FLASH enhancement ratio and the dose rate optimization in treatment plan optimization; investigating the influence of fractionation ofa FLASH treatment plan on the tumour control and the healthy tissue irradiated; study the relative biological effectiveness (RBE) and the biological character of FLASH radiotherapy, and investigate the clinical potential of a combination of FLASH and non-FLASH treatment. ...
FLASH proton therapy is a growing field of research, especially due to its biological benefits in radiation oncology: sparing healthy tissue while delivering the treatment within a millisecond. However, instead of sparing healthy tissue, the conventional FLASH approach, using transmission beams, damages the tissue behind the distal edge of a tumour. Therefore, this approach is less attractive in some clinical applications of FLASH proton therapy. To solve this problem, the use of a ridge filter and patient-specific range compensator, to shift the spread-out Bragg peak (SOBP) of the proton beam to the tumour, is proposed. In this research, the clinical feasibility and acceptability of FLASH-compatible treatment plans, optimized with multiple, Monte Carlo-simulated ridge filter beams, is analysed. An SOBP-database is generated using energy spectrum approximations and interpolations of energy spectra retrieved from Monte Carlo simulations in TOPAS. To obtain optimized FLASH-compatible treatment plans for neuro-oncological targets, this database is implemented in the in-house treatment planning software of the Erasmus Medical Center, iCycle. The resulting treatment plans show that it is possible to generate FLASH-compatible treatment plans using a ridge filter. A FLASH enhancement ratio between 1.4 and 2.1 would potentially give clinically acceptable plans for the three patients considered. In some optimized plans, the homogeneity of the tumour dose is also increased. A limitation of this research is that configuration of a stable ridge filter beam treatment plan optimizer appears to be challenging. Besides this, the FLASH enhancement ratio and the dose rate are not taken into account to find the regions in the patient where the FLASH conditions (dose > 8 Gy, dose rate > 40 Gy/s and treatment time < 0.1 s) are met. Recommendations for future research include: implementing the FLASH enhancement ratio and the dose rate optimization in treatment plan optimization; investigating the influence of fractionation ofa FLASH treatment plan on the tumour control and the healthy tissue irradiated; study the relative biological effectiveness (RBE) and the biological character of FLASH radiotherapy, and investigate the clinical potential of a combination of FLASH and non-FLASH treatment.
The hot atom production loop
The investigation of a new radionuclide production loop based on the Szilard-Chalmers effect
vector. Bringing the radionuclide directly to the tumor, should reduce the dose to the healthy tissue. For targeted radionuclide therapy, a radionuclide with a high specific activity is required. Some radionuclides,
with promising half-lives and decay energies, are currently not produced with the required specific activity. This problem occurs mainly for radionuclides that are produced via (n,γ) reactions in nuclear reactors. For radionuclides that are produced via this reaction, it is nearly impossible to do a chemical separation between the target material and the produced radionuclide, because these are of the same element. This is why new production routes have to be investigated. In this thesis a feasibility study has been done for a new production method, which should increase the specific activity of radionuclides that are produced via a (n,γ) reaction. For this production method, the target material is labeled with a chelator. Due to the Szilard-Chalmers effect the bond with the chelator will be broken, when the target material is activated by a neutron. This enables the separation of the produced radionuclide from the target complex and therefore, the extraction of the radionuclide. The production method will be loop-based, in order to enable continuous activation of the target material and extraction of the radionuclide. Furthermore, the loop-based design should minimize the effect of radiolysis and relabeling. The loop will be placed close to the reactor core. In this thesis, the elements holmium and lutetium have been used. It has been determined which chelator is most suitable to label with holmium and lutetium. Furthermore, the stability of this complex has been investigated for: higher temperatures, time and the effect of the γ-radiation. The effect of the γ-radiation was determined because this results in radiolysis. The extraction of the radionuclide has also been investigated. These parameters have been used in the calculation of the possible achievable specific activity of 166Ho and 177Lu, when using this loop-based production method. Labeling was possible with the chelator DOTA, which resulted in a stable complex, even for higher temperatures. Labeling happened fast, which also results in fast relabeling. The effect of radiolysis, due to the γ-radiation, was determined by fitting the experimental data. The fit gave negative values for short irradiation times, which is not possible. Therefore, two possible fits were made, which did not give negative results. The first fit was shifted over the y-axis and for the second fit the negative values were assigned to be zero.... ...
vector. Bringing the radionuclide directly to the tumor, should reduce the dose to the healthy tissue. For targeted radionuclide therapy, a radionuclide with a high specific activity is required. Some radionuclides,
with promising half-lives and decay energies, are currently not produced with the required specific activity. This problem occurs mainly for radionuclides that are produced via (n,γ) reactions in nuclear reactors. For radionuclides that are produced via this reaction, it is nearly impossible to do a chemical separation between the target material and the produced radionuclide, because these are of the same element. This is why new production routes have to be investigated. In this thesis a feasibility study has been done for a new production method, which should increase the specific activity of radionuclides that are produced via a (n,γ) reaction. For this production method, the target material is labeled with a chelator. Due to the Szilard-Chalmers effect the bond with the chelator will be broken, when the target material is activated by a neutron. This enables the separation of the produced radionuclide from the target complex and therefore, the extraction of the radionuclide. The production method will be loop-based, in order to enable continuous activation of the target material and extraction of the radionuclide. Furthermore, the loop-based design should minimize the effect of radiolysis and relabeling. The loop will be placed close to the reactor core. In this thesis, the elements holmium and lutetium have been used. It has been determined which chelator is most suitable to label with holmium and lutetium. Furthermore, the stability of this complex has been investigated for: higher temperatures, time and the effect of the γ-radiation. The effect of the γ-radiation was determined because this results in radiolysis. The extraction of the radionuclide has also been investigated. These parameters have been used in the calculation of the possible achievable specific activity of 166Ho and 177Lu, when using this loop-based production method. Labeling was possible with the chelator DOTA, which resulted in a stable complex, even for higher temperatures. Labeling happened fast, which also results in fast relabeling. The effect of radiolysis, due to the γ-radiation, was determined by fitting the experimental data. The fit gave negative values for short irradiation times, which is not possible. Therefore, two possible fits were made, which did not give negative results. The first fit was shifted over the y-axis and for the second fit the negative values were assigned to be zero....
Plankton populaties in rivieren
Analyse van patronen in planktonmodellen voor rivierstructuren
- Welke patronen zijn er te vinden in het model van Steele en Henderson zonder convectie en diffusie?
- Wat is het effect van convectie in een rivier op de uitkomsten van het plankton model van Steele en Henderson?
- Wat is het effect van diffusie in een rivier op de uitkomsten van het plankton model van Steele en Henderson?
- Wat is het effect van convectie én diffusie ...
- Welke patronen zijn er te vinden in het model van Steele en Henderson zonder convectie en diffusie?
- Wat is het effect van convectie in een rivier op de uitkomsten van het plankton model van Steele en Henderson?
- Wat is het effect van diffusie in een rivier op de uitkomsten van het plankton model van Steele en Henderson?
- Wat is het effect van convectie én diffusie