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Christian Chwala

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Journal article (2026) - Maximilian Graf, Vojtěch Bareš, Natalia Hanna, Remko Uijlenhoet, Matthias Gottschalk, Tanja Winterrath, Hagit Messer, Roberto Nebuloni, Martin Fencl, Christian Chwala, Aart Overeem, Remco Van de Beek, Jonas Olsson, Jonatan Ostrometzky
The International Conference on Opportunistic Sensing of Precipitation (OpenSense) took place on 25–26 June 2025 at the Deutscher Wetterdienst (DWD) headquarters in Offenbach, Germany. Organized as the final meeting of the Cooperation in Science and Technology (COST) Action Opportunistic Precipitation Sensing Network (CA20136), the meeting brought together over one hundred participants from across Europe and beyond. The attendees represented a broad spectrum of the meteorological community, including researchers in hydrology, radar meteorology, atmospheric science, computer science, and representatives of several national meteorological and hydrological services (NMHSs). The overarching research topic of the conference was about the advances of opportunistic sensing (OS) for precipitation monitoring. OS uses signals or devices not originally designed for professional, high-quality meteorological purposes—such as commercial microwave links (CMLs), personal weather stations (PWSs), television-satellite microwave links (SMLs), and citizen-science contributions—as rainfall sensors. OS can either complement conventional observations from gauges, radars, and satellites or give observational data in regions with sparse rainfall data. The COST Action OpenSense, launched in 2021, has provided a framework for this community. It aimed to establish a coordinated scientific network, to harmonize processing methods, and prepare the ground for operational uptake of OS methods. Working groups within OpenSense focused on data management, methodological homogenization, data merging, and applications (https://opensenseaction.eu/). The conference was the kickoff of a meeting series on the scientific progress and institutional prospects of OS rainfall estimation. The second edition is already in preparation at the Royal Netherlands Meteorological Institute (KNMI) in De Bilt, the Netherlands, on 23 and 24 June 2026. This first edition of the conference served as the final meeting of OpenSense and also consisted of internal management committee and working group meetings preceding the two conference days. The conference program was structured into thematic sessions described in the following sections and consisted of oral and poster sessions as well as keynote lectures and a panel discussion. This report synthesizes the main themes, cross-cutting insights, and emerging challenges as discussed across the sessions. ...
Journal article (2024) - Martin Fencl, Roberto Nebuloni, Jafet C. M. Andersson, Vojtech Bares, Nico Blettner, Greta Cazzaniga, Christian Chwala, Lotte de Vos, Bas Walraven, More authors...
Opportunistic sensors are increasingly used for rainfall measurement. However, their raw data are collected by a variety of systems that are often not primarily intended for rainfall monitoring, resulting in a plethora of different data formats and a lack of common standards. This hinders the sharing of opportunistic sensing (OS) data, their automated processing, and, at the end, their practical usage and integration into standard observation systems. This paper summarises the experiences of the more than 100 members of the OpenSense Cost Action involved in the OS of rainfall. We review the current practice of collecting and storing precipitation OS data and corresponding metadata, and propose new common guidelines describing the requirements on data and metadata collection, harmonising naming conventions, and defining human-readable and machine readable file formats for data and metadata storage. We focus on three sensors identified by the OpenSense community as prominent representatives of the OS of precipitation: Commercial microwave links (CML): fixed point-to-point radio links mainly used as backhauling connections in telecommunication networks Satellite microwave links (SML): radio links between geostationary Earth orbit (GEO) satellites and ground user terminals. Personal weather stations (PWS): non-professional meteorological sensors owned by citizens. The conventions presented in this paper are primarily designed for storing, handling, and sharing historical time series and do not consider specific requirements for using OS data in real time for operational purposes. The conventions are already now accepted by the ever growing OpenSense community and represent an important step towards automated processing of OS raw data and community development of joint OS software packages. ...
Journal article (2016) - Marielle Gosset, Harald Kunstmann, Modeste Kacou, Pinhas Alpert, Hagit Messer, Jörg Rieckermann, Joost Hoedjes, François Zougmore, Frederic Cazenave, Hidde Leijnse, Remko Uijlenhoet, Christian Chwala, Felix Keis, Ali Doumounia, Barry Boubacar
The International Workshop on Rainfall Measurement Based on Microwave (MW) links from Commercial Cellular Communication Networks (Rain Cell) was held in Ouagadougou, Burkina Faso, from 30 March to 2 April 2015. The workshop's main objective was to build awareness and provide training on a technique that can provide accurate rainfall mapping in areas with poor rain gauge or weather radar coverage. The workshop brought together 87 participants representing research centers and weather services from 18 countries. A subgroup of 30 workshop participants followed a 2-day technical training course that covered in detail the physics of microwave attenuation by rain, other sources of signal fluctuations such as wet antennas, signal processing techniques to detect wet and dry periods and quantify rain-induced attenuation, and quantitative rain-rate estimation from microwave attenuation. ...