131 results on '"Coenders-Gerrits, Miriam"'
Search Results
102. Response to reviewer #1
- Author
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Coenders-Gerrits, Miriam, primary
- Published
- 2017
- Full Text
- View/download PDF
103. Technical note: using Distributed Temperature Sensing for Bowen ratio evaporation measurements
- Author
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Schilperoort, Bart, primary, Coenders-Gerrits, Miriam, additional, Luxemburg, Willem, additional, Jiménez Rodríguez, César, additional, Cisneros Vaca, César, additional, and Savenije, Hubert, additional
- Published
- 2017
- Full Text
- View/download PDF
104. Response to reviewer
- Author
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Coenders-Gerrits, Miriam, primary
- Published
- 2017
- Full Text
- View/download PDF
105. A simple global Budyko model to partition evaporation into interception and transpiration
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Mianabadi, Ameneh, primary, Coenders-Gerrits, Miriam, additional, Shirazi, Pooya, additional, Ghahraman, Bijan, additional, and Alizadeh, Amin, additional
- Published
- 2017
- Full Text
- View/download PDF
106. Vapor plumes in a tropical wet forest: spotting the invisible evaporation.
- Author
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Jiménez-Rodríguez, César Dionisio, Coenders-Gerrits, Miriam, Schilperoort, Bart, González-Angarita, Adriana, and Savenije, Hubert
- Abstract
Forest evaporation exports a vast amount of water vapor from land ecosystems into the atmosphere. Meanwhile, evaporation during rain events is neglected or considered of minor importance in dense ecosystems. Air convection moves the water vapor upwards leading the formation of large invisible vapor plumes, while the identification of visible vapor plumes has not been studied yet. This work describes the formation process of vapor plumes in a tropical wet forest as evidence of evaporation processes happening during rain events. In the dry season of 2018 at La Selva Biological Station (LSBS) in Costa Rica it was possible to spot visible vapor plumes within the forest canopy. The combination of time-lapse videos at the canopy top with meteorological measurements along the canopy profile allowed to identify the conditions required for this process to happen. This phenomenon happened only during rain events, where evaporation measurements showed contributions of 1.8 mm d
-1 . Visible vapor plumes during day time occurred on the presence of precipitation (P), air convection identified by the temperature gradient (ΔΘv / Δz) at 2 m height, and a lifting condensation level at 43 m height (Zlcl.43 ) smaller than 100 m. [ABSTRACT FROM AUTHOR]- Published
- 2020
- Full Text
- View/download PDF
107. Technical note: comparison of water vapor sampling techniques for stable isotope analysis.
- Author
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Dionisio Jiménez-Rodríguez, César, Coenders-Gerrits, Miriam, Bogaard, Thom, Vatiero, Erika, and Savenije, Hubert
- Abstract
Water vapor samples are key elements to describe the evaporation process thanks to the stable isotope signatures of δ²H and δ
18 O. However, its sampling is a difficult task that can introduce errors due to isotopic fractionation. This study investigates the consistency of different sampling techniques for atmospheric water vapor. The isotope signature of a parcel of air was determined with a cavity output spectroscopy device during a period of 3 hours (benchmark). This parcel of air was sampled simultaneously with 3 types of sampling bags made of different materials (metalized polyethylene -MPE-, polyvinyl fluoride -PVF-, low density polyethylene -LDPE-) and with 2 cryogenic baths running at two different pumping rates (3 L min-1 and 50 mL min-1 ). The tested water vapor sampling techniques differ in their ability to keep reliable measurements after sampling and are highly susceptible to procedural errors. MPE bags are the best option for measuring samples up to two weeks of storage after sampling. LDPE and PVF bags are only reliable if the measurement is performed on the same sampling day. [ABSTRACT FROM AUTHOR]- Published
- 2019
- Full Text
- View/download PDF
108. Wind speed measurements using distributed fiber optics: a windtunnel study.
- Author
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van Ramshorst, Justus G. V., Coenders-Gerrits, Miriam, Schilperoort, Bart, van de Wiel, Bas J. H., Izett, Jonathan G., Selker, John S., Higgins, Chad W., Savenije, Hubert H. G., and van de Giesen, Nick C.
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WIND speed measurement , *WIND speed , *FIBER optics , *EDDY flux , *WIND tunnels , *HEAT flux - Abstract
Near-surface wind speed is typically only measured by point observations. The Actively Heated Fiber-Optic (AHFO) technique, however, has the potential to provide high-resolution distributed observations of wind speeds, allowing for better characterization of fine-scale processes. Before AHFO can be widely used, its performance needs to be tested in a range of settings. In this work, experimental results on this novel observational wind-probing technique are presented. We utilized a controlled wind-tunnel setup to assess both the accuracy and the precision of AHFO under a range of operational conditions. The technique allows for wind speed characterization with a spatial resolution of 0.3 m on a 1 s time scale. The flow in the wind tunnel was varied in a controlled manner, such that the mean wind, ranged between 1 and 17 m/s. The AHFO measurements are compared to sonic anemometer measurements and show a high overall correlation (0.85–0.98). Both the precision and accuracy of the AHFO measurements were also greater than 95 %. We conclude that the AHFO has potential to be employed as an outdoor observational technique. It allows for characterization of spatially varying fields of mean wind in complex terrain, such as in canopy flows or in sloping terrain. In the future, the technique could be combined with conventional Distributed Temperature Sensing (DTS) for turbulent heat flux estimation in micrometeorological/hydrological applications. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
109. A simple global Budyko model to partition evaporation into interception and transpiration
- Author
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Mianabadi, A. (author), Coenders-Gerrits, Miriam (author), Shirazi, P. (author), Ghahraman, B. (author), Alizadeh, Amin (author), Mianabadi, A. (author), Coenders-Gerrits, Miriam (author), Shirazi, P. (author), Ghahraman, B. (author), and Alizadeh, Amin (author)
- Abstract
Evaporation is a very important flux in the hydrological cycle and links the water and energy balance of a catchment. The Budyko framework is often used to provide a first order estimate of evaporation, since it is a simple model where only rainfall and potential evaporation is required as input. Many researchers have tried to improve the Budyko framework by including more physics and catchment characteristics into the original equation. However, this often resulted in additional parameters, which are unknown or difficult to determine. In this paper we present an improvement of the previously presented Gerrits' model (“Analytical derivation of the Budyko curve based on rainfall characteristics and a simple evaporation model” in Gerrits et al., 2009 WRR), whereby total evaporation is calculated on the basis of simple interception and transpiration thresholds in combination with measurable parameters like rainfall dynamics and storage availability from remotely sensed data sources. While Gerrits' model was investigated for 10 catchments with different climate conditions and also some parameters were assumed to be constant, in this study we applied the model on the global scale and it was fed with remotely sensed input data. The output of the model is compared to two complex land–surface models STEAM and GLEAM, as well as the database of Landflux-EVAL. Our results showed that total evaporation estimated by Gerrits' model is in good agreement with Landflux-EVAL, STEAM and GLEAM. Results also show that Gerrits’ model underestimated interception in comparison to STEAM and overestimated in comparison to GLEAM, while for transpiration the opposite was found. Errors in interception can partly be explained by differences in the interception definition that successively introduce errors in the calculation of transpiration. Comparing to the Budyko framework, the model showed a good performance for total evaporation estimation and the results are closer to Ol'dekop than Schreibe, Water Resources
- Published
- 2017
- Full Text
- View/download PDF
110. Effects of phenology and meteorological disturbance on litter rainfall interception for a Pinus elliottii stand in the Southeastern United States
- Author
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Van Stan, John T. (author), Coenders-Gerrits, Miriam (author), Dibble, Michael (author), Bogeholz, Philine (author), Norman, Zachary (author), Van Stan, John T. (author), Coenders-Gerrits, Miriam (author), Dibble, Michael (author), Bogeholz, Philine (author), and Norman, Zachary (author)
- Abstract
Litter layers develop across a diverse array of vegetated ecosystems and undergo significant temporal compositional changes due to canopy phenological phases and disturbances. Past research on temporal dynamics of litter interception has focused primarily on litter thickness and leaf fall, yet forest phenophases can change many more litter attributes (e.g., woody debris, bark shedding, and release of reproductive materials). In this study, weekly changes in litter composition over 1 year were used to estimate litter water storage dynamics and model event-based litter interception. Litter interception substantially reduced throughfall (6–43%), and litter water storage capacity ranged from 1 to 3 mm, peaking when megastrobili release and liana leaf senescence occurred simultaneously during fall 2015. Tropical storm disturbances occurred during the sampling period, allowing evaluation of how meteorological disturbances altered litter interception. High wind speeds and intense rainfall from 2 tropical storms increased litter interception by introducing new woody debris, which, in this study, stored more water than the pre-existing woody debris. After 2 extreme weather events, a third (Hurricane Hermine) did not increase woody debris (or litter interception), suggesting that the canopy pool of branches susceptible to breakage had been largely depleted. Needle and bark shedding had minor effects on litter interception. Results suggest that the release of reproductive materials and meteorological disturbances appear to be the major compositional drivers of litter interception beyond their obvious contribution to litter thickness., Water Resources
- Published
- 2017
- Full Text
- View/download PDF
111. Technical note: using Distributed Temperature Sensing for Bowen ratio evaporation measurements
- Author
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Schilperoort, B. (author), Coenders-Gerrits, Miriam (author), Luxemburg, W.M.J. (author), JIMENEZ RODRIGUEZ, C.D. (author), Cisneros Vaca2, C. (author), Savenije, Hubert (author), Schilperoort, B. (author), Coenders-Gerrits, Miriam (author), Luxemburg, W.M.J. (author), JIMENEZ RODRIGUEZ, C.D. (author), Cisneros Vaca2, C. (author), and Savenije, Hubert (author)
- Abstract
Rapid improvements in the precision and spatial resolution of Distributed Temperature Sensing (DTS) technology now allows its use in hydrological and atmospheric sciences. Introduced by Euser [Hydrol. Earth Syst. Sci., 18, 2021–2032 (2014)] is the use of DTS for measuring the Bowen ratio (BR-DTS), to estimate the sensible and latent heat flux. The Bowen ratio is derived from DTS measured vertical profiles of the air temperature and wet-bulb temperature. However, in previous research the measured temperatures were not validated, and the cables were not shielded from solar radiation. Additionally, the BR-DTS method has not been tested above a forest before, where temperature gradients are small and energy storage in the air column becomes important. In this paper the accuracy of the wet-bulb and air temperature measurements of the DTS are verified, and the resulting Bowen ratio and heat fluxes are compared to eddy covariance data. The performance of BR-DTS was tested on a 46 m high tower in a mixed forest in the centre of the Netherlands in August 2016. The average tree height is 26 to 30 m, and the temperatures are measured below, in, and above the canopy. Using the vertical temperature profiles the storage of latent and sensible heat in the air column was calculated. We found a significant effect of solar radiation on the temperature measurements, leading to a deviation of up to 3 K. By installing screens, the error caused by sunlight is reduced to under 1 K. Wind speed seems to have a minimal effect on the measured wet-bulb temperature, both below and above the canopy. After a simple quality control, the Bowen ratio measured by DTS correlates well with eddy covariance (EC) estimates (r2 = 0.59). The average energy balance closure between BR-DTS and EC is good, with a mean underestimation of 3.4 W m−2 by the BR-DTS method. However, during daytime the BR-DTS method overestimates the available energy, and during night-time the BR-DTS method estim, Water Resources
- Published
- 2017
- Full Text
- View/download PDF
112. Review Ecohydrological Optimality in NECT
- Author
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Coenders-Gerrits, Miriam, primary
- Published
- 2017
- Full Text
- View/download PDF
113. Latent heat of vaporisation & penman-monteith
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Coenders-Gerrits, Miriam, primary
- Published
- 2016
- Full Text
- View/download PDF
114. Title and metrics
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Coenders-Gerrits, Miriam, primary
- Published
- 2016
- Full Text
- View/download PDF
115. Review "ecohydrological optimality in Northeast China Transect
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Coenders-Gerrits, Miriam, primary
- Published
- 2016
- Full Text
- View/download PDF
116. Review on "Vegetative impacts upon bedload transport capacity and channel stability.." by Li et al.
- Author
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Coenders-Gerrits, Miriam, primary
- Published
- 2016
- Full Text
- View/download PDF
117. Technical note: an alternative water vapor sampling technique for stable isotope analysis.
- Author
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Jiménez-Rodríguez, César~Dionisio, Coenders-Gerrits, Miriam, Bogaard, Thom, Vatiero, Erika, and Savenije, Hubert
- Abstract
Recent developments in laser spectroscopy enabled to carry out direct measurements of Δ²H and Δ
18 O of air water vapor in the field. However, certain experimental sites or project budgets do not ease the deployment of this technology to obtain the needed measurements. We carried out three consecutive experiments aiming to provide an alternative method to sample air vapour in the field, and preventing fractionation during the process. The first experiment determined the minimum air sample volume required to obtain measurements of Δ²H and Δ18 O with a laser spectrometer. The second one test evaluated the capacity to retrieve continuously similar isotopic signatures of the collected samples from one location. The third experiment assessed the applicability of this methodology under an experimental set up in a coniferous forest in The Netherlands. Stable isotope measurements of water vapor by laser spectroscopy can be obtained with a sample volume of 450mL of air. This allows to measure each sample during a period of 300s, obtaining isotope signatures with standard deviations lower than 0.1%, and 0.5%, for Δ18 O and Δ²H, respectively. Air samples collected with bags were homogeneously mixed, allowing to retrieve a better temporal variation in the field than the cold traps employed. [ABSTRACT FROM AUTHOR]- Published
- 2018
- Full Text
- View/download PDF
118. Technical note: using Distributed Temperature Sensing for Bowen ratio evaporation measurements.
- Author
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Schilperoort, Bart, Coenders-Gerrits, Miriam, Luxemburg, Willem, Rodríguez, César Jiménez, Vaca, César Cisneros, and Savenije, Hubert
- Abstract
Rapid improvements in the precision and spatial resolution of Distributed Temperature Sensing (DTS) technology now allows its use in hydrological and atmospheric sciences. Introduced by Euser [Hydrol. Earth Syst. Sci., 18, 2021-2032 (2014)] is the use of DTS for measuring the Bowen ratio (BR-DTS), to estimate the sensible and latent heat flux. The Bowen ratio is derived from DTS measured vertical profiles of the air temperature and wet-bulb temperature. However, in previous research the measured temperatures were not validated, and the cables were not shielded from solar radiation. Additionally, the BR-DTS method has not been tested above a forest before, where temperature gradients are small and energy storage in the air column becomes important. In this paper the accuracy of the wet-bulb and air temperature measurements of the DTS are verified, and the resulting Bowen ratio and heat fluxes are compared to eddy covariance data. The performance of BR-DTS was tested on a 46 m high tower in a mixed forest in the centre of the Netherlands in August 2016. The average tree height is 26 to 30 m, and the temperatures are measured below, in, and above the canopy. Using the vertical temperature profiles the storage of latent and sensible heat in the air column was calculated. We found a significant effect of solar radiation on the temperature measurements, leading to a deviation of up to 3 K. By installing screens, the error caused by sunlight is reduced to under 1 K. Wind speed seems to have a minimal effect on the measured wet-bulb temperature, both below and above the canopy. After a simple quality control, the Bowen ratio measured by DTS correlates well with eddy covariance (EC) estimates (r
2 = 0.59). The average energy balance closure between BR-DTS and EC is good, with a mean underestimation of 3.4 W m-2 by the BR-DTS method. However, during daytime the BR-DTS method overestimates the available energy, and during night-time the BR-DTS method estimates the available energy to be more negative. This difference could be related to the biomass heat storage, which is neglected in this study. The BR-DTS method overestimates the latent heat flux on average by 18.7 W m-2 , with RMSE = 90 W m-2 . The sensible heat flux is underestimated on average by 10.6 W m-2 , with RMSE = 76 W m-2 . Estimates of the BR-DTS can be improved once the uncertainties in the energy balance are reduced. However, applying e.g. Monin-Obukhov similarity theory could provide independent estimates for the sensible heat flux. This would make the determination of the highly uncertain and difficult to determine net available energy redundant. [ABSTRACT FROM AUTHOR]- Published
- 2017
- Full Text
- View/download PDF
119. A simple global Budyko model to partition evaporation into interception and transpiration.
- Author
-
Mianabadi, Ameneh, Coenders-Gerrits, Miriam, Shirazi, Pooya, Ghahraman, Bijan, and Alizadeh, Amin
- Abstract
Evaporation is a very important flux in the hydrological cycle and links the water and energy balance of a catchment. The Budyko framework is often used to provide a first order estimate of evaporation, since it is a simple model where only rainfall and potential evaporation is required as input. Many researchers have tried to improve the Budyko framework by including more physics and catchment characteristics into the original equation. However, this often resulted in additional parameters, which are unknown or difficult to determine. In this paper we present an improvement of the previously presented Gerrits' model (Analytical derivation of the Budyko curve based on rainfall characteristics and a simple evaporation model in Gerrits et al., 2009 WRR), whereby total evaporation is calculated on the basis of simple interception and transpiration thresholds in combination with measurable parameters like rainfall dynamics and storage availability from remotely sensed data sources. While Gerrits' model was investigated for 10 catchments with different climate conditions and also some parameters were assumed to be constant, in this study we applied the model on the global scale and it was fed with remotely sensed input data. The output of the model is compared to two complex land-surface models STEAM and GLEAM, as well as the database of Landflux-EVAL. Our results showed that total evaporation estimated by Gerrit' model is in good agreement with Landflux-EVAL, STEAM and GLEAM. Results also show that Gerrits' model underestimated interception in comparison to STEAM and overestimated in comparison to GLEAM, while for transpiration the opposite was found. Errors in interception can partly be explained by differences in the interception definition that successively introduce errors in the calculation of transpiration. Comparing to the Budyko framework, the model showed a good performance for total evaporation estimation and the results are closer to Ol'dekop than Schreiber, Pike and Budyko curves. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
120. Synthesis on evaporation partitioning using stable isotopes
- Author
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Coenders-Gerrits, Miriam, Bogaard, Thom, Jochen Wenninger, and Jonson Sutanto, Samuel
121. Dataset for Rainfall interception and redistribution by a common North American understory and pasture forb, Eupatorium capillifolium (Lam. dogfennel)
- Author
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Gordon, D. ALex, primary, Coenders-Gerrits, Miriam, additional, Sellers, Brent A., additional, Sadeghi, S. M. Moein, additional, and Van Stan, John T., additional
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122. Deriving sensible heat flux from vertical integration of high resolution high frequency DTS measurements in a Douglas Fir forest.
- Author
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Schilperoort, Bart, Coenders-Gerrits, Miriam, van de Wiel, Bas, and Savenije, Hubert
- Subjects
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HEAT flux , *VERTICAL integration , *DOUGLAS fir , *LATENT heat , *ATMOSPHERIC sciences , *HEAT flux measurement , *RAINFALL - Abstract
Besides the ubiquitous eddy covariance (EC) method, other micrometeorological methods have been developed to measure sensible heat fluxes near the surface in the boundary layer. Here we address the surface renewal method, which utilises the fact that near-surface temperature has a strongly 'ramped' structure as a result of turbulent sweeps which 'renews' air within the canopy with ambient air. This allows the measurement of sensible heat flux with just a thermocouple (after local calibration of the method using EC).In recent years the measurement method of Distributed Temperature Sensing (DTS) has seen further development allowing its widespread application in atmospheric sciences. With DTS the temperature along a fibre optic cable can be measured at high resolution (35 cm) and high frequency (1 Hz) for cable lengths up to hundreds of metres.By placing a fibre optic cable vertically along a flux tower in a Douglas Fir forest in the Netherlands, we were able to measure the vertical temperature profile at high frequency, akin to having a string of dozens of thermocouples. We found that above the forest the time scale of the surface renewal ramps was in the order of 1 minute. As a continuous full vertical profile is available, we can improve on standard single point surface renewal by using the available vertical information.The first results are promising, as the correspondence between our method and the EC during daytime gives an R^2 of 0.8, which is high in view of the complexity of the terrain and the fact that non-stationary turbulent transport is involved. Note that, in contrast to EC, the renewal method is less susceptible to rain and tilting of the instrument. In future research, a more detailed, long-term climatological assessment is foreseen in order to investigate the robustness and generality of the methodology. [ABSTRACT FROM AUTHOR]
- Published
- 2019
123. Validating earth observation based- surface heat fluxes in Miombo vegetation using the Bowen Ratio-Distributed Temperature Sensing Approach.
- Author
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Zimba, Henry, Coenders-Gerrits, Miriam, Banda, Kawawa, Schilperoort, Bart, Nyambe, Imasiku, Savenije, Hubert, and Winsemius, Hessel
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HEAT flux , *TROPICAL dry forests , *LANDSAT satellites , *SURFACE energy , *WATERSHEDS - Abstract
As water demand increases and climate change impacts are felt, the need to efficiently manage water resources in the Zambezi River Basin, Southern Africa, has heightened. To answer to this challenge satellite earth observation (SEO)-based hydrological modelling is widely promoted and is being used in the region, albeit without or with limited validation of the SEO-based model inputs in most cases. One significant water balance parameter is evaporation, which is highly influenced by the vegetation type. The Zambezi River Basin is predominantly Miombo vegetation, the vastest transboundary dry forest biome in southern Africa, stretching over seven countries covering more than 2.7 million km2. Though a number of studies have been done on the Miombo ecosystem, none, to our best knowledge, has attempted to characterise the surface heat fluxes (i.e. sensible heat flux, latent heat flux, evaporative fraction etc.) at field level. In this study we use the Bowen Ratio-Distributed Temperature Sensing (BR-DTS) method to characterise field-based surface heat fluxes in Miombo vegetation. The results of the BR-DTS method are used to validate the surface heat fluxes outputs of two of the commonly used land surface flux models, the Surface Energy Balance System (SEBS) and the Surface Energy Balance Algorithm for Land (SEBAL) in Miombo vegetation. We investigate the impacts of radiometric calibration, atmospheric correction, spectral and spatial resolution, and seasonality on the SEBS and SEBAL models land surface fluxes estimation in Miombo vegetation. MODIS and Landsat satellite data are employed in the study. Furthermore, the study seeks to observe correlations and thus indicator parameters that can be used to improve SEBS and SEBAL models' satellite-based inputs for enhanced water fluxes assessment in Miombo vegetation. Finally, the study will discuss what empirical relations can be used to assess land surface fluxes in the Miombo vegetation and similar environments in the absence of field data. [ABSTRACT FROM AUTHOR]
- Published
- 2019
124. Comparison of water vapor sampling techniques for stable isotope analysis.
- Author
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Coenders-Gerrits, Miriam
- Subjects
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STABLE isotope analysis , *WATER vapor , *SAMPLING (Process) , *WATER sampling , *LOW density polyethylene - Abstract
Recent developments in laser spectroscopy enabled to carry out direct measurements of δ2H and δ18O of air water vapor in the field. However, certain experimental sites or project budgets do not ease the deployment of this technology to obtain the needed measurements. We carried out two consecutive experiments to test different air sample bags for their suitability for laser spectroscopy. Aiming to provide information about the consistency in water vapor sampling techniques and their suitability for laser spectroscopy. The first experiment determined the minimum air sample volume required to obtain reliable measurements of δ2H and δ18O with a laser spectrometer. The second one determined the ability to retrieve similar air sample isotope signatures collected with different sampling methods for water vapor. We investigate the performance of methalized polyethylene (MPE) bags, polyvinyl fluoride (PVF) bags, low density polyethylene (LDPE) bags and cryogenic samples when compared against direct measurements with a laser spectrometer (benchmark). Stable isotope measurements of water vapor by laser spectroscopy can be obtained with a sample volume of 450 mL of air. This allows measuring each sample during a period of 300 s, obtaining isotope signatures with standard deviations lower than 0.1 ‰, and 0.5 ‰, for δ2H and δ18O, respectively. The second experiment determined that MPE bags provide a more reliable measurement of water vapor stable isotopes than LDPE bags, PVF bags and the cryogenic samples. [ABSTRACT FROM AUTHOR]
- Published
- 2019
125. Fight false facts by open science.
- Author
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Coenders-Gerrits, Miriam and Hrachowitz, Markus
- Subjects
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WAR , *SCIENCE - Published
- 2018
126. High frequency atmospheric DTS measurements: getting the signal from the noise.
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Schilperoort, Bart, Coenders-Gerrits, Miriam, and Savenije, Hubert
- Subjects
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NOISE , *MEASUREMENT , *NOISE measurement - Published
- 2018
127. Studying atmospheric stability and decoupling in a dense pine forest with long term DTS measurements.
- Author
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Schilperoort, Bart, Coenders-Gerrits, Miriam, and Savenije, Hubert
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PINE , *TERMS & phrases , *MEASUREMENT - Published
- 2018
128. Wind tunnel evaluation of a distributed wind speed measurement technique.
- Author
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van Ramshorst, Justus G.V., Selker, John S., Higgins, Chad W., Coenders-Gerrits, Miriam, Schilperoort, Bart, Savenije, Hubert H. G., and van de Wiel, Bas J.H.
- Published
- 2018
129. Evaporation of the miombo woodland of southern Africa: A phenophase-based comparison of field observations to satellite-based evaporation estimates
- Author
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Zimba, H.M., Savenije, Hubert, Coenders-Gerrits, Miriam, and Delft University of Technology
- Subjects
Sensible heat flux ,Phenophase ,Energy partitioning ,Evaporation ,Water balance ,miombo woodland ,Latent heat flux - Abstract
Through precipitation retention and evaporation (by both interception and transpiration), woodlands play a significant role in the global moisture cycle. Evaporation is the largest, but at the same time, the most difficult flux to observe in a woodland. Accounting for woodland evaporation is important for hydrological modelling for the efficient development and management of water resources. Assessing evaporation is a challenging undertaking that involves the use of a wide range of equipment and requires skilled personnel. Much work has been conducted on assessing evaporation in agricultural crops. Even satellite data-based models are largely structured to assess evaporation in agricultural crops to the exclusion of understanding evaporation dynamics in natural woodlands, especially in African ecosystems. However, evaporation in woodland surfaces accounts for a significant portion of the water cycle over the terrestrial land mass. Understanding the characteristics of woodland ecosystem evaporation like interception and transpiration, is key to monitoring climate impact on woodland ecosystems, which is important for hydrological modelling and the management of water resources at various scales. One of the key aspects to enable this understanding is the knowledge of woodland phenological interaction with climate variables and the seasonal environmental regimes. “Vegetation phenology” refers to the periodic biological life cycle events of plants, such as leaf flushing and senescence, and corresponding temporal changes in vegetation canopy cover. Solar radiation, temperature and water availability (i.e., rainfall and soil moisture) are some of the key environmental variables that influence plant phenology. The attributes of woodland phenology, solar radiation, temperature and water availability differ across the diverse ecosystems globally, therefore, requires better understanding at a more local or regional level. Yet, evaporation of natural woodlands, especially in African ecosystems, with respect to phenological phases, are poorly characterised. This is largely because phenological studies have mainly focused on northern mid-latitude regions to the exclusion of other regions like the miombo of southern Africa. For increasing the predictive power of hydrological models, it is important to account for the interaction of woodland phenology with climate variables over the seasons and to characterise evaporation. This thesis aims at understanding the miombo woodland evaporation as a consequence of the vegetation phenological interaction with environmental and hydrological variables across seasons. Based on information in public domain, this study is the first independent field observation data-based characterisation of actual evaporation of the miombo woodland. The miombo is a heterogeneous woodland of the genus Brachystegia with the dominant species in the study location being Bauhinia petersenia, Brachystegia longifolia, Brachystegia boehmii, Brachystegia speciformis, Jubenerdia paninculata, Pericopsis angolensis, Uapaca kirkiana and Uapaca sansibarica. Unique phenological attributes are the simultaneous leaf fall, leaf flush and leaf colour changes that normally occur in the dry season between May and October. Most miombo woodland species are broad leaved and have developed dry season coping mechanisms such as deep rooting (capacity to access deep soil moisture and ground water) and vegetation water storage. The canopy closure is varied across the miombo woodland strata and is influenced by several factors including rainfall, soil type, soil moisture and nutrients, species diversity and temperature. These phenological attributes are species dependent, with varied response to phenological stimuli. This study sought to answer the question on the role of the phenology of the miombo woodland in the evaporation dynamics. The thesis also endeavoured to show how phenology, potentially, affects satellite-based evaporation estimates of the miombo woodland. The Luangwa Basin in southern Africa, a largely miombo woodland covered basin, was used as the study area. This basin was chosen because it is located in both the dry miombo woodland and wet miombo woodland in the Zambezian miombo woodland which is the largest strata of the miombo woodland. Furthermore, the Luangwa Basin is located in Zambia which is described as the country possibly with the highest diversity of trees and is said to be the centre of endemism for Brachystegia, with 17 species. To answer the questions on the importance of the phenology of the miombo woodland on the evaporation dynamics, the study used a coupled approach by applying both satellite data and field observations. Phenological changes of the miombo woodland across seasons were assessed using satellite-based data, the normalised difference vegetation index (NDVI) and leaf area index (LAI). Satellite-based data, land surface temperature (LST) and normalised difference infrared index (NDII), were used as proxies for climate variables canopy temperature and canopy vegetation water content. Point scale field estimates of evaporation across three different phenophases of the miombo woodland were obtained using the Bowen ratio distributed temperature sensing (BR-DTS) system. By measuring profiles of air temperature and wet bulb temperature, the evaporation could be estimated via the Bowen ratio method (BR-DTS). Six satellite-based evaporation estimates were compared across different phenophases of the miombo woodland. This was meant to observe the phenophases in which significant diferences in the trend and magnitude of satellite-based evaporation estimates occured. The general water balance approach was used to assess annual actual evaporation at basin scale. Consequently, satellite-based evaporation estimates were compared to the BR-DTS-based evaporation estimates at point scale and the water balance-based evaporation at basin scale. Results, based on satellite data, show that the phenology of the miombo woodland, i.e., changes in woodland canopy cover and photosynthetic activities, have a season-dependent correlation with climate variables. Woodland canopy cover, across phenophases and seasons, appear to be more influenced rather by water than temperature. This may explain the particular species-dependent buffering mechanisms during water limited conditions i.e., leaf shedding, deep rooting systems with access to ground water, and the vegetation water storage mechanisms. In agreement with available literature in public domain it appears there is little variation in canopy cover/closure (i.e., proxied by LAI) in wet miombo woodland in the dry season. At the wet miombo woodland site in Mpika, Zambia, the BR-DTS observations showed that, across the different phenophases, the actual evaporation trend and magnitude appeared to be more associated with the available energy than the changes in the woodland canopy cover. Further analysis showed that the net radiation has a greater influence on actual evaporation as it accounted for more variations in the actual evaporation compared to the changes in the woodland canopy cover (i.e., NDVI). The energy partitioning showed that available energy expenditure varied with phenological season. In the green down phenophase during the cool dry season the available energy was largely partitioned as sensible heat flux. As the temperature and net radiation begun to increase in the early dormant phenophase during the late cool dry season (July August) the available energy appeared to be equally partitioned between sensible and latent heat flux. In the late dormant phenophase during the early warm pre-rainy season (i.e., September) available energy was largely partitioned as latent heat flux. In the green-up phenophase during the late pre-warm rainy season (i.e., October) and early rainy season (i.e., November to December) the avialable energy was largely partitioned as latent heat flux. During the rain days the available energy appeard to be equally partition between latent and sensible heat flux. It appears that as the net radiation and canopy cover increased the available energy was largely partitioned as latent heat flux during the dry season. A remarkable observation was the continued rising trend of actual evaporation even during the lowest woodland canopy cover period in August and September. The rising trend in actual evaporation during the dry season may be due to the developed dry season water stress buffering mechanism such as deep rooting with access to moisture in deep soils and possibly access to ground water. The trend of the BR-DTS-based actual evaporation of the miombo woodland in the dry season points to the interaction between hydro-climate variables (i.e., precipitation linked soil moisture and net radiation) and the plant phenology. When compared to field observations, at point scale, all satellite-based evaporation estimates underestimated actual evaporation of a wet miombo woodland in the dry season and part of the early rainy season. Substantial underestimations were in the dormant and the green-up phenophases. Additionally, except for the WaPOR, the trends of all other satellite-based evaporation estimates differed from that of field observations. Plausible explanations for the behaviour (trend and magnitude) of satellite-based evaporation estimates in the dry season include the non-integration of soil moisture directly into the modelling of transpiration and the optimisation of the rooting depth. For instance, the use of proxies such as the NDVI and LST for soil moisture in surface energy balance models, such as SSEBop, results in uncertainities as the proxies are unable to take into account other factors that influence the sensible heat flux. In MOD16 the use of relative humidity and vapour pressure difference as proxies for soil moisture may be a source of uncertainty in estimating transpiration. On the other hand it has been observed that direct integration of soil moisture in the MOD16 algorithm appeared to improve the accuracy of actual evaporation estimates. This may explain why the WaPOR which integrate soil moisture stress in the algorithm appeared to have a smilar trend to field observations and also had higher estimates of actual evaporation compared to the other satellite-based evaporation estimates. It has also been shown that optimising the rooting depth improves the accuracy of transpiration estimates in vegetation with a dry season. Most miombo woodland species are deep rooting with access to deep soil moisture and potentially groundwater. Therefore, direct integration of soil moisture into the algorithms for the satellite-based evaporation estimates and optimising the rooting depth is likely to improve the accuracy of actual evaporation estimates for the miombo woodland.The phenophase-based comparison at pixel scale in dry miombo woodland and wet miombo woodland and at the Luangwa Basin miombo woodland scale showed similar results. In all three scenarios substantially high coefficients of variation in actual evaporation estimates among satellite-based evaporation estimates were observed in the water limited, high temperature and low woodland canopy cover conditions in the dormant phenophase. The coefficients of variation in actual evaporation estimates were also substantially high in the green-up phenophase at the boundary between the dry season and the rainy season. The lowest coefficients of variation in actual evaporation estimates were observed in water abundant, high temperature, high leaf chlorophyll content and high woodland canopy cover during the maturity/peak phenophase. The high coefficients of variation in actual evaporation estimates, among satellite-based evaporation estimates, in the dormant and green-up phenophases, points to the challenge of estimating the actual evaporation of the miombo woodland in the dry season and early rainy season. The same scenario emerged as was observed at point scale, with reference to field observations, in which satellite-based evaporation estimates which directly integrate soil moisture in their algorithm appeared to have higher estimates of actual evaporation in the dormant phenophase in the dry season. For instance, the FLEX-Topo and WaPOR integrate soil moisture in their algorithms. Compared to each other the FLEX-Topo and WaPOR appeared to have no statistically significant (p-value > 0.5) differences in their trends and mean estimates of actual evaporation in the dormant phenophase in the dry season. Compared to the FLEX-Topo and WaPOR the other four satellite-based evaporation estimates, GLEAM, MOD16, SSEBop and TerraClimate showed statisticantly significant (p-value < 0.05) differences in the trend and mean estimates of actual evaporation in the dormant phenophase in the dry season. Considering the canopy phenology and the associated physiological adaptation of the miombo woodland plants in the dry season, it appears that the direct integration of the soil moisture in the algorithms and optimising the rooting depth is likely to improve the accuracy of the satellite-based evaporation estimates. In the maturity/peak phenophase(s) during the mid-rainy season, compared to other satellite-based evaporation estimates, the MOD16 appeared to have significantly (p-value < 0.05) higher estimates of actual evaporation. The plausible explanation for this observation could be that the interception module of MOD16 is more responsive to the miombo woodland phenology. The wet miombo woodland intercepts between 17-20 percent of rainfall annually. Compared to the general annual water balance-based actual evaporation all six satellite-based evaporation estimates underestimated actual evaporation of the Luangwa Basin. The implication of this observation is that satellite-based evaporation estimates likely underestimates evaporation even in non-miombo woodland such as the mopane woodland that are also part of the larger Luangwa Basin vegetation landscape. However, for a comprehensive overview of the performance of the satellite-based evaporation estimates there is need for vegetation type and land-cover type based assessments of actual evaporation for the Luangwa Basin. At both point and basin scale-based assessments, there was a negative linear relationship between the spatial resolution of satellite-based evaporation estimates and the estimated actual evaporation. Satellite-based evaporation estimates with fine spatial resolutions showed lower underestimates compared to those with coarser resolutions. The implication is that the finer the spatial resolution the lower the underestimation. However, at both assessment scales, the linear relationships between the spatial resolutions and the evaporation estimates were statistically insignificant (i.e., p-value > 0.05). The reason for this outcome is exhibited in that some satellite-based evaporation estimates with relatively coarser spatial resolutions, i.e., SSEBop at both point and basin scale and TerraClimate at basin scale, underestimated less compared to MOD16 which had a finer spatial resolution. Furthermore, at basin scale a coarser spatial resolution estimate FLEX-Topo and a finer spatial resolution estimate WaPOR showed similar magnitude of actual evaporation in the dormant phenophase in the dry season. The implication of this observation is that other factors (i.e., heterogeneity in the landscape, model structure, processes and inputs) influence more the estimated actual evaporation rather than the spatial resolutions of the satellite-based evaporation estimates. Consequently, it appears that satellite-based estimates at finer spatial resolution with the structure, processes and inputs that couple canopy transpiration with the root zone storage, taking into account the vertical upward (beyond 2.5 m) and horizontal moisture flux as well as the canopy phenological changes, are likely to provide actual evaporation estimates that reflect actual conditions of the miombo woodland. This is demonstrated by the WaPOR estimates which appears to include these aspects in simulating actual evaporation. The field-based actual evaporation assessments were conducted in the wet miombo woodland. It is possible that the phenological response to changes in hydrological and climate regimes in the drier miombo woodland are different from the observations at the Mpika site. Therefore, there is need for similar observations to be performed in the drier miombo woodland and to compare the results. However, this thesis has demonstrated the importance of understanding and incorporating the canopy phenology and dry season physiological adaptation (i.e., deep rooting) of the miombo woodland in modelling actual evaporation. Additionally, for basins with heterogenous woodland types like the Luangwa, it is important to conduct actual evaporation assessments in the different vegetation types. This is likely to give a more representative understanding of basin scale evaporation dynamics. Nevertheless, this study has provided a foundation on which other studies can build towards a more comprehensive understanding of the actual evaporation dynamics in this unique woodland.
- Published
- 2023
- Full Text
- View/download PDF
130. Heat Exchange in a Conifer Canopy: A Deep Look using Fiber Optic Sensors
- Author
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Schilperoort, B., Savenije, Hubert, Coenders-Gerrits, Miriam, and Delft University of Technology
- Subjects
forest ,soil temperature ,distributed temperature sensing ,heat flux ,temperature inversion ,boundary layer ,evaporation - Abstract
Forests cover a large part of the globe, and are responsible for a large amount of evaporation and the fixation of carbon. To be able to better understand this atmospheric exchange of forests, and how the forests will behave under future climate change, both accurate measurements as well as models are required. However, due to their height and heterogeneity they are difficult to model and measure. Standard theories do not apply well to forests, and as such more effort is required to understand the exchange between the forests and the atmosphere. However, precise measurements are made difficult due to a number of issues. The most prominent are the non-closure of the energy balance, and so-called ‘decoupling’ of the canopy. Non-closure of the energy balance is where all the measured inflows and outflows of energy do not add up to the measured change in energy storage in the forest system. The size and heterogeneity of forests makes this difficult to assess. Second is ‘decoupling’, where the vertical mixing of air within the canopy is hampered, and measurements performed above the canopy are not representative of what happens in the entire canopy down to the forest floor.
- Published
- 2022
131. Evaporation partitioning of forest stands: The role of forest structure
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JIMENEZ RODRIGUEZ, C.D., Savenije, Hubert, Coenders-Gerrits, Miriam, and Delft University of Technology
- Subjects
canopy ,water stable isotopes ,ecosystems ,evaporation - Abstract
Forest evaporation (Ei) is considered the main source of water vapor at a continental scale. Its quantification has been carried out in many ecosystems worldwide, applying the classical partitioning method to differentiate among sources of water vapor. This partitioning differentiates between transpiration (Et), soil evaporation (Es), water intercepted by plant and ground surfaces (Ei), and open water evaporation (Es) in flooded forests and mangroves. The partitioning of evaporation has been carried out by applying different methodologies such as eddy-covariance, conventional micro-meteorological measurements, stable water isotopes, and the combination of some of these methodologies. However, the classical partitioning approach can have large uncertainties in specific forest ecosystems as a consequence of the canopy structure. Instead, including canopy structure into the evaporation partitioning allowed us to better understand this flux. Forest canopy structure is difficult to assess and is determined by latitude, altitude, water availability, and growing stage of the forest. However, using the canopy layering (overstory, understory, ground layer, and forest floor layer) we can assess the contribution from the structural point of view.Forest succession is one factor affecting the classical partitioning in Tropical Deciduous Broadleaf Forest. Using cumulative daily collectors in three different stages of Tropical Dry Forest in Costa Rica, we were able to depict how the increment in forest complexity affects the interception of precipitation. Also, the Plant Area Index was the only structural parameter significantly correlated with the estimates of both, interception and effective precipitation. The capacity of the other parameters (e.g., tree densities, tree heights, number of species) was not enough to describe the effect of a growing forest on the interception of precipitation.Tropical forests with less water stress during the dry season allocate more biomass to their canopies. This increases the forest complexity in terms of the number of species, canopy height, and plant types. Tropical Evergreen Broadleaf forests have a more complex canopy structure than the Deciduous ones. The tropical wet forest in Costa Rica has a canopy of 45 m height and a large number of plant species including trees, lianas, palms, and bushes that provide a completely different canopy structure than mono-specific forests. Here, we were able to define three canopy layers according to canopy height (overstory, lower and upper understory) and monitor the evaporation process during one dry season. Applying conventional micro-meteorological measurements we were able to determine that the lower and upper understory layers contributed 9 % and 15 % of the evaporation, respectively. Meanwhile, the use of water stable isotopes did not allow us to determine the contribution of transpiration using the keeling plot method. However, the signatures of the stable water isotopes allowed us to determine that the source of water used by the plants depends on its type (liana, tree, palm, or bush). Also, we quantified the evaporation during precipitation events as one-third of the amount measured during dry sunny days. The proportion did not change during rain events per canopy layer. This water vapor was produced by the "splash droplet evaporation" process, that together with the energy convection and low air temperature produced the visible vapor plumes. We were able to identify the conditions during which the visible vapor plumes can be spotted. These conditions are the presence of precipitation, air convection, and a lifting condensation level at the top of the canopy with values lower than 100 m.Plants growing in arid environments developed strategies that help them to cope with the scarcity of water. Usually, these plants grow lumped in patches and the introduction of tree species to fight desertification changed the landscape introducing a forest-like land cover. In a Temperate Shurbland in China, we evaluated the effect of Willow trees (Salix matsudana) and Willow bushes (Salix psammophila) on the soil water after summer. Using stable water isotopes we identified the redistribution of groundwater beneath the plants through the hydraulic lift process.Mono-specific forest ecosystems such as the Temperate Evergreen Needleleaf Forest may modify the micro-meteorological conditions beneath their canopies. In Speulderbos, we monitor the evaporation process through eddy-covariance and stable water isotope techniques in a Douglas-Fir (Pseudotsuga menziesii) stand. Also, the evaporation process in the forest floor layer was analyzed in detail under laboratory conditions. Different forest floor layers evaporates up to 1.5 mm d-1, differing from field conditions, where the evaporation from these layers do not exceed the 0.2 mm d-1. This evaporation, represents only the 5.5 % of the total measured during the monitoring period. However, there is no evidence that the forest floor evaporation move upwards to contribute to the total evaporation measured above the overstory. This was confirmed by the eddy-covariance footprint and stable water isotopes signatures of the air measured continuously on the forest. Finally, the partitioning of evaporation based on canopy structure is suitable for complex ecosystems with a large number of species and a multilayered canopy. This leaves the classical partitioning for more homogeneous ecosystems where it can be carried out with a smaller monitoring investment.
- Published
- 2020
- Full Text
- View/download PDF
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