Articles | Volume 17, issue 1 
            
                
                    
            
            
            https://doi.org/10.5194/amt-17-335-2024
                    © Author(s) 2024. This work is distributed under 
the Creative Commons Attribution 4.0 License.
                the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/amt-17-335-2024
                    © Author(s) 2024. This work is distributed under 
the Creative Commons Attribution 4.0 License.
                the Creative Commons Attribution 4.0 License.
Measuring diameters and velocities of artificial raindrops with a neuromorphic event camera
Kire Micev
                                            Department of Mechanical and Process Engineering, ETH Zurich, Zurich, Switzerland
                                        
                                    Jan Steiner
                                            Department of Mechanical and Process Engineering, ETH Zurich, Zurich, Switzerland
                                        
                                    Asude Aydin
                                            Institute of Neuroinformatics (INI), University of Zurich and ETH Zurich (UZH-ETH), Zurich, Switzerland
                                        
                                    Jörg Rieckermann
                                            EAWAG, Swiss Federal Institute of Aquatic Science and Technology, Dübendorf, Switzerland
                                        
                                    
                                            Institute of Neuroinformatics (INI), University of Zurich and ETH Zurich (UZH-ETH), Zurich, Switzerland
                                        
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No articles found.
Frank Blumensaat, Simon Bloem, Christian Ebi, Andy Disch, Christian Förster, Max Maurer, Mayra Rodriguez, and Jörg Rieckermann
                                        Earth Syst. Sci. Data Discuss., https://doi.org/10.5194/essd-2024-47, https://doi.org/10.5194/essd-2024-47, 2025
                                    Revised manuscript under review for ESSD 
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                                                Detailed monitoring of urban drainage systems is challenging due to the hazardous environment, the required expertise and resources. The Fehraltorf Urban Water Observatory provides a unique dataset with 124 sensors observing rainfall-runoff, wastewater and in-sewer temperatures as well as wireless sensor network performance for three years. To enhance usability, systematic meta-data, sewer infrastructure, and a hydrodynamic model are included.
                                            
                                            
                                        Anna Špačková, Vojtěch Bareš, Martin Fencl, Marc Schleiss, Joël Jaffrain, Alexis Berne, and Jörg Rieckermann
                                    Earth Syst. Sci. Data, 13, 4219–4240, https://doi.org/10.5194/essd-13-4219-2021, https://doi.org/10.5194/essd-13-4219-2021, 2021
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                                                An original dataset of microwave signal attenuation and rainfall variables was collected during 1-year-long field campaign. The monitored 38 GHz dual-polarized commercial microwave link with a short sampling resolution (4 s) was accompanied by five disdrometers and three rain gauges along its path. Antenna radomes were temporarily shielded for approximately half of the campaign period to investigate antenna wetting impacts.
                                            
                                            
                                        Mark Honti, Nele Schuwirth, Jörg Rieckermann, and Christian Stamm
                                    Hydrol. Earth Syst. Sci., 21, 1593–1609, https://doi.org/10.5194/hess-21-1593-2017, https://doi.org/10.5194/hess-21-1593-2017, 2017
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                                                We present a new catchment model that covers most major pollutants and is suitable for uncertainty analysis. The effects of climate change, population dynamics, socio-economic development, and management strategies on water quality are demonstrated in a small catchment in the Swiss Plateau. Models and data are still the largest sources of uncertainty for some water quality parameters. Uncertainty assessment helps to select robust management and focus research and monitoring efforts.
                                            
                                            
                                        Martin Fencl, Michal Dohnal, Jörg Rieckermann, and Vojtěch Bareš
                                    Hydrol. Earth Syst. Sci., 21, 617–634, https://doi.org/10.5194/hess-21-617-2017, https://doi.org/10.5194/hess-21-617-2017, 2017
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                                                Commercial microwave links (CMLs) can provide rainfall observations with high space–time resolution. Unfortunately, CML rainfall estimates are often biased because we lack detailed information on the processes that attenuate the transmitted microwaves. We suggest removing the bias by continuously adjusting CMLs to cumulative data from rain gauges (RGs), which can be remote from the CMLs. Our approach practically eliminates the bias, which we demonstrate on unique data from several CMLs and RGs.
                                            
                                            
                                        João P. Leitão, Matthew Moy de Vitry, Andreas Scheidegger, and Jörg Rieckermann
                                    Hydrol. Earth Syst. Sci., 20, 1637–1653, https://doi.org/10.5194/hess-20-1637-2016, https://doi.org/10.5194/hess-20-1637-2016, 2016
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                                                Precise and detailed DEMs are essential to accurately predict overland flow in urban areas. In this this study we evaluated whether DEMs generated from UAV imagery are suitable for urban drainage overland flow modelling. Specifically, 14 UAV flights were conducted to assess the influence of four different flight parameters on the quality of generated DEMs. In addition, we compared the best quality UAV DEM to a conventional lidar-based DEM; the two DEMs are of comparable quality.
                                            
                                            
                                        P. Tokarczyk, J. P. Leitao, J. Rieckermann, K. Schindler, and F. Blumensaat
                                    Hydrol. Earth Syst. Sci., 19, 4215–4228, https://doi.org/10.5194/hess-19-4215-2015, https://doi.org/10.5194/hess-19-4215-2015, 2015
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                                                We investigate for the first time the possibility of deriving high-resolution imperviousness maps for urban areas from UAV imagery and using this information as input for urban drainage models. We show that imperviousness maps generated using UAV imagery processed with modern classification methods achieve accuracy comparable with standard, off-the-shelf aerial imagery. We conclude that UAV imagery represents a valuable alternative data source for urban drainage model applications.
                                            
                                            
                                        A. E. Sikorska, A. Scheidegger, K. Banasik, and J. Rieckermann
                                    Hydrol. Earth Syst. Sci., 17, 4415–4427, https://doi.org/10.5194/hess-17-4415-2013, https://doi.org/10.5194/hess-17-4415-2013, 2013
                            D. Del Giudice, M. Honti, A. Scheidegger, C. Albert, P. Reichert, and J. Rieckermann
                                    Hydrol. Earth Syst. Sci., 17, 4209–4225, https://doi.org/10.5194/hess-17-4209-2013, https://doi.org/10.5194/hess-17-4209-2013, 2013
                            Related subject area
            Subject: Others (Wind, Precipitation, Temperature, etc.) | Technique: Laboratory Measurement | Topic: Instruments and Platforms
            
                    
                        
                            
                            
                                     
                                High-resolution temperature profiling in the Π Chamber: variability of statistical properties of temperature fluctuations
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                A quality control method based on physical constraints and data-driven collaborative artificial intelligence for wind observations along high-speed railway lines
                                
                                        
                                            
                                                
                                            
                                            
                                        
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Pre-launch calibration and validation of the Airborne Hyper-Angular Rainbow Polarimeter (AirHARP) instrument
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Optimization of a Picarro L2140-i cavity ring-down spectrometer for routine measurement of triple oxygen isotope ratios in meteoric waters
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Improving continuous-flow analysis of triple oxygen isotopes in ice cores: insights from replicate measurements
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Contactless optical hygrometry in LACIS-T
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Laboratory characterisation and intercomparison sounding test of dual thermistor radiosondes for radiation correction
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Radiation correction and uncertainty evaluation of RS41 temperature sensors by using an upper-air simulator
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Laboratory characterisation of the radiation temperature error of radiosondes and its application to the GRUAN data processing for the Vaisala RS41
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Modeling the dynamic behavior of a droplet evaporation device for the delivery of isotopically calibrated low-humidity water vapor
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                The Roland von Glasow Air-Sea-Ice Chamber (RvG-ASIC): an experimental facility for studying ocean–sea-ice–atmosphere interactions
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Experimental methodology and procedure for SAPPHIRE: a Semi-automatic APParatus for High-voltage Ice nucleation REsearch
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Revisiting wind speed measurements using actively heated fiber optics: a wind tunnel study
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                A pyroelectric thermal sensor for automated ice nucleation detection
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Distributed observations of wind direction using microstructures attached to actively heated fiber-optic cables
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                An automated method for preparing and calibrating electrochemical concentration cell (ECC) ozonesondes
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                                     
                                Design, construction and commissioning of the Braunschweig Icing Wind Tunnel
                                
                                        
                                            
                                    
                            
                            
                        
                    
                    
                        
                            
                            
                            
                                     
                                Temperature uniformity in the CERN CLOUD chamber
                                
                                        
                                            
                                    
                            
                            
                            
                        
                    
                    
                        
                            
                            
                            
                                     
                                Analysis of the application of the optical method to the measurements of the water vapor content in the atmosphere – Part 1: Basic concepts of the measurement technique
                                
                            
                            
                        
                    
                    
            
        
        Robert Grosz, Kamal Kant Chandrakar, Raymond A. Shaw, Jesse C. Anderson, Will Cantrell, and Szymon P. Malinowski
                                    Atmos. Meas. Tech., 18, 2619–2638, https://doi.org/10.5194/amt-18-2619-2025, https://doi.org/10.5194/amt-18-2619-2025, 2025
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                                                Our objective was to enhance understanding of thermally driven convection in terms of small-scale variations in the temperature scalar field. We conducted a small-scale study of the temperature field in the Π Chamber using three different temperature differences (10 K, 15 K, and 20 K). Measurements were carried out using a miniaturized UltraFast Thermometer operating at 2 kHz, allowing undisturbed vertical temperature profiling from 8 cm above the floor to 5 cm below the ceiling.
                                            
                                            
                                        Xiong Xiong, Jiajun Chen, Yanchao Zhang, Xin Chen, Yingchao Zhang, and Xiaoling Ye
                                    Atmos. Meas. Tech., 18, 737–748, https://doi.org/10.5194/amt-18-737-2025, https://doi.org/10.5194/amt-18-737-2025, 2025
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                                            This study introduces a novel quality control method, physical constraints and data-driven collaborative artificial intelligence (PD-BX), aimed at reducing wind speed measurement errors caused by the complex environments surrounding high-speed railway lines, thereby enhancing the accuracy and reliability of measurements.
Brent A. McBride, J. Vanderlei Martins, J. Dominik Cieslak, Roberto Fernandez-Borda, Anin Puthukkudy, Xiaoguang Xu, Noah Sienkiewicz, Brian Cairns, and Henrique M. J. Barbosa
                                    Atmos. Meas. Tech., 17, 5709–5729, https://doi.org/10.5194/amt-17-5709-2024, https://doi.org/10.5194/amt-17-5709-2024, 2024
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                                                The Airborne Hyper-Angular Rainbow Polarimeter (AirHARP) is a new Earth-observing instrument that provides highly accurate measurements of the atmosphere and surface. Using a physics-based calibration technique, we show that AirHARP achieves high measurement accuracy in laboratory and field environments and exceeds a benchmark accuracy requirement for modern aerosol and cloud climate observations. Therefore, the HARP design is highly attractive for upcoming NASA climate missions.
                                            
                                            
                                        Jack A. Hutchings and Bronwen L. Konecky
                                    Atmos. Meas. Tech., 16, 1663–1682, https://doi.org/10.5194/amt-16-1663-2023, https://doi.org/10.5194/amt-16-1663-2023, 2023
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                                                The coupled variation of the three stable isotopes of oxygen in water is being studied as a relatively new tracer of the water cycle. Measurement by laser spectroscopy has a number of pitfalls that have hampered a wider exploration of this new tracer. We demonstrate successful analysis using Picarro's L2140-i analyzer and provide recommendations for other users. We find that removal of dissolved organic carbon is required when measurements are studied near the limits of instrumental accuracy.
                                            
                                            
                                        Lindsey Davidge, Eric J. Steig, and Andrew J. Schauer
                                    Atmos. Meas. Tech., 15, 7337–7351, https://doi.org/10.5194/amt-15-7337-2022, https://doi.org/10.5194/amt-15-7337-2022, 2022
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                                                We describe a continuous-flow analysis (CFA) method to measure Δ17O by laser spectroscopy, and we show that centimeter-scale information can be measured reliably in ice cores by this method. We present seasonally resolved Δ17O data from Greenland and demonstrate that the measurement precision is not reduced by the CFA process. Our results encourage the development and use of CFA methods for Δ17O, and they identify calibration strategies as a target for method improvement.
                                            
                                            
                                        Jakub L. Nowak, Robert Grosz, Wiebke Frey, Dennis Niedermeier, Jędrzej Mijas, Szymon P. Malinowski, Linda Ort, Silvio Schmalfuß, Frank Stratmann, Jens Voigtländer, and Tadeusz Stacewicz
                                    Atmos. Meas. Tech., 15, 4075–4089, https://doi.org/10.5194/amt-15-4075-2022, https://doi.org/10.5194/amt-15-4075-2022, 2022
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                                                A high-resolution infrared hygrometer (FIRH) was adapted to measure humidity and its rapid fluctuations in turbulence inside a moist-air wind tunnel LACIS-T where two air streams of different temperature and humidity are mixed. The measurement was achieved from outside the tunnel through its glass windows and provided an agreement with a reference dew-point hygrometer placed inside. The characterization of humidity complements previous investigations of velocity and temperature fields.
                                            
                                            
                                        Sang-Wook Lee, Sunghun Kim, Young-Suk Lee, Jae-Keun Yoo, Sungjun Lee, Suyong Kwon, Byung Il Choi, Jaewon So, and Yong-Gyoo Kim
                                    Atmos. Meas. Tech., 15, 2531–2545, https://doi.org/10.5194/amt-15-2531-2022, https://doi.org/10.5194/amt-15-2531-2022, 2022
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                                                Dual thermistor radiosonde (DTR) comprising two (white and black) sensors with different emissivities was developed to correct the effects of solar radiation on temperature sensors based on in situ radiation measurements. All components contributing to the uncertainty of the radiation measurement and correction are analysed. The DTR methodology improves the accuracy of temperature measurement in the upper air within the framework of the traceability to the International System of Units.
                                            
                                            
                                        Sang-Wook Lee, Sunghun Kim, Young-Suk Lee, Byung Il Choi, Woong Kang, Youn Kyun Oh, Seongchong Park, Jae-Keun Yoo, Joohyun Lee, Sungjun Lee, Suyong Kwon, and Yong-Gyoo Kim
                                    Atmos. Meas. Tech., 15, 1107–1121, https://doi.org/10.5194/amt-15-1107-2022, https://doi.org/10.5194/amt-15-1107-2022, 2022
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                                                The measurement of temperature in the free atmosphere is of significance for weather prediction and climate monitoring. Radiosondes are used to measure essential climate variables in upper air. Herein, an upper-air simulator is developed, and its performance is evaluated to improve the measurement accuracy of radiosondes by reproducing the environments that may be encountered by radiosondes. The paper presents a methodology to correct the main source of error for the radiosonde measurements.
                                            
                                            
                                        Christoph von Rohden, Michael Sommer, Tatjana Naebert, Vasyl Motuz, and Ruud J. Dirksen
                                    Atmos. Meas. Tech., 15, 383–405, https://doi.org/10.5194/amt-15-383-2022, https://doi.org/10.5194/amt-15-383-2022, 2022
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                                                Heating by solar radiation is the dominant error source for daytime temperature measurements by radiosondes. This paper describes a new laboratory setup (SISTER) to characterise this radiation error for pressures and ventilation speeds that are typical for the conditions between the surface and 35 km altitude. This characterisation is the basis for the radiation correction that is applied in the GRUAN data processing for the RS41 radiosonde. The GRUAN data product is compared to that of Vaisala.
                                            
                                            
                                        Erik Kerstel
                                    Atmos. Meas. Tech., 14, 4657–4667, https://doi.org/10.5194/amt-14-4657-2021, https://doi.org/10.5194/amt-14-4657-2021, 2021
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                                                A model was developed to quantitatively describe the dynamics, in terms of vapor-phase water concentration and isotope ratios, of nanoliter-droplet evaporation at the end of a syringe needle. Such a low humidity generator can be used to calibrate laser-based water isotope analyzers, e.g., in Antarctica. We show that modeling of experimental data constrains isotope fractionation factors and the evaporation rate to physically realistic values in good agreement with available literature values.
                                            
                                            
                                        Max Thomas, James France, Odile Crabeck, Benjamin Hall, Verena Hof, Dirk Notz, Tokoloho Rampai, Leif Riemenschneider, Oliver John Tooth, Mathilde Tranter, and Jan Kaiser
                                    Atmos. Meas. Tech., 14, 1833–1849, https://doi.org/10.5194/amt-14-1833-2021, https://doi.org/10.5194/amt-14-1833-2021, 2021
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                                                We describe the Roland von Glasow Air-Sea-Ice Chamber, a laboratory facility for studying ocean–sea-ice–atmosphere interactions. We characterise the technical capabilities of our facility to help future users plan and perform experiments. We also characterise the sea ice grown in the facility, showing that the extinction of photosynthetically active radiation, the bulk salinity, and the growth rate of our artificial sea ice are within the range of natural values.
                                            
                                            
                                        Jens-Michael Löwe, Markus Schremb, Volker Hinrichsen, and Cameron Tropea
                                    Atmos. Meas. Tech., 14, 223–238, https://doi.org/10.5194/amt-14-223-2021, https://doi.org/10.5194/amt-14-223-2021, 2021
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                                                Icing is a severe problem in many technical applications like aviation or high-voltage components for power transmission and distribution. The presented experimental setup enables the accurate investigation of the freezing of water droplets under the impact of electric fields. All boundary conditions are well controlled and investigated in detail. Results obtained with the setup might improve the understanding of the freezing process of water droplets under the impact of high electric fields.
                                            
                                            
                                        Justus G. V. van Ramshorst, Miriam Coenders-Gerrits, Bart Schilperoort, Bas J. H. van de Wiel, Jonathan G. Izett, John S. Selker, Chad W. Higgins, Hubert H. G. Savenije, and Nick C. van de Giesen
                                    Atmos. Meas. Tech., 13, 5423–5439, https://doi.org/10.5194/amt-13-5423-2020, https://doi.org/10.5194/amt-13-5423-2020, 2020
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                                                In this work we present experimental results of a novel actively heated fiber-optic (AHFO) observational wind-probing technique. We utilized a controlled wind-tunnel setup to assess both the accuracy and precision of AHFO under a range of operational conditions (wind speed, angles of attack and temperature differences). AHFO has the potential to provide high-resolution distributed observations of wind speeds, allowing for better spatial characterization of fine-scale processes.
                                            
                                            
                                        Fred Cook, Rachel Lord, Gary Sitbon, Adam Stephens, Alison Rust, and Walther Schwarzacher
                                    Atmos. Meas. Tech., 13, 2785–2795, https://doi.org/10.5194/amt-13-2785-2020, https://doi.org/10.5194/amt-13-2785-2020, 2020
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                                                We present a cheap, adaptable, and easily assembled thermal sensor for detecting microlitre droplets of water freezing. The sensor was developed to increase the level of automation in droplet array ice nucleation experiments, reducing the total amount of time required for each experiment. As a proof of concept, we compare the ice-nucleating efficiency of a crystalline and glassy sample of K-feldpsar. The glassy sample was found to be a less efficient ice nucleator at higher temperatures.
                                            
                                            
                                        Karl Lapo, Anita Freundorfer, Lena Pfister, Johann Schneider, John Selker, and Christoph Thomas
                                    Atmos. Meas. Tech., 13, 1563–1573, https://doi.org/10.5194/amt-13-1563-2020, https://doi.org/10.5194/amt-13-1563-2020, 2020
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                                                Most observations of the atmosphere are 
                                            
                                        point observations, which only measure a small area around the sensor. This limitation creates problems for a number of disciplines, especially those that focus on how the surface and atmosphere exchange heat, mass, and momentum. We used distributed temperature sensing with fiber optics to demonstrate a key breakthrough in observing wind direction in a distributed way, i.e., not at a point, using small structures attached to the fiber-optic cables.
Francis J. Schmidlin and Bruno A. Hoegger
                                    Atmos. Meas. Tech., 13, 1157–1166, https://doi.org/10.5194/amt-13-1157-2020, https://doi.org/10.5194/amt-13-1157-2020, 2020
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                                                The procedure for preparing electrochemical concentration cell (ECC) ozonesondes are considered to be standardized, but there remains the question of actual measurement accuracy, believed to be 5–10 %. It would be ideal to include a reference instrument on the balloon flight to aid in checking ECC accuracy and reliability. Balloon-borne reference instruments are not usually available, mostly because they are too expensive for other than occasional use.
                                            
                                            
                                        Stephan E. Bansmer, Arne Baumert, Stephan Sattler, Inken Knop, Delphine Leroy, Alfons Schwarzenboeck, Tina Jurkat-Witschas, Christiane Voigt, Hugo Pervier, and Biagio Esposito
                                    Atmos. Meas. Tech., 11, 3221–3249, https://doi.org/10.5194/amt-11-3221-2018, https://doi.org/10.5194/amt-11-3221-2018, 2018
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                                                Snow, frost formation and ice cubes in our drinks are part of our daily life. But what about our technical innovations like aviation, electrical power transmission and wind-energy production, can they cope with icing?  Icing Wind Tunnels are an ideal laboratory environment to answer that question. In this paper, we show how the icing wind tunnel in Braunschweig (Germany) was built and how we can use it for engineering and climate research.
                                            
                                            
                                        António Dias, Sebastian Ehrhart, Alexander Vogel, Christina Williamson, João Almeida, Jasper Kirkby, Serge Mathot, Samuel Mumford, and Antti Onnela
                                    Atmos. Meas. Tech., 10, 5075–5088, https://doi.org/10.5194/amt-10-5075-2017, https://doi.org/10.5194/amt-10-5075-2017, 2017
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                                                The CERN CLOUD chamber is used to understand different processes of particle formation in the atmosphere. This information can be used by global climate models to update the influence of cloud formation. To provide the most accurate information on these processes, a thorough understanding of the chamber is necessary. Temperature measurements were performed inside the entire volume of the CLOUD chamber to ensure temperature stability and more accurate estimations of particle formation parameters.
                                            
                                            
                                        V. D. Galkin, F. Immler, G. A. Alekseeva, F.-H. Berger, U. Leiterer, T. Naebert, I. N. Nikanorova, V. V. Novikov, V. P. Pakhomov, and I. B. Sal'nikov
                                    Atmos. Meas. Tech., 4, 843–856, https://doi.org/10.5194/amt-4-843-2011, https://doi.org/10.5194/amt-4-843-2011, 2011
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                Short summary
            This paper reports a novel rain droplet measurement method that uses a neuromorphic event camera to measure droplet sizes and speeds as they fall through a shallow plane of focus. Experimental results report accuracy similar to a commercial laser sheet disdrometer. Because these measurements are driven by event camera activity, this approach could enable the economical deployment of ubiquitous networks of solar-powered disdrometers.
            This paper reports a novel rain droplet measurement method that uses a neuromorphic event camera...
            
         
 
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
                        
                                         
             
             
            