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Global reference histograms of the IMS infrasound broadband detection lists

This data set builds upon the broadband detection lists of the International Monitoring System (IMS)’s infrasound stations. The infrasound data of these stations are regularly (re-)processed at the German National Data Centre at BGR (e.g., Ceranna et al., 2019; https://doi.org/10.1007/978-3-319-75140-5_13) using the Progressive Multi-Channel Correlation (PMCC) array processing method (Cansi, 1995; https://doi.org/10.1029/95GL00468). The latest reprocessing with 26 one-third octave spaced frequency bands in the IMS band of interest (0.01 to 4 Hz) included all 53 stations that were certified within the period 2003 to 2020. Based on the resulting broadband detection lists, this data set expands on former analyses of the coherent ambient noise. For each station with a data availability of at least one year (by the end of 2020), monthly reference histograms for the detection parameters back azimuth, apparent speed, and root-mean-squared amplitude are provided. The histograms provide a means to determine the deviation from nominal monthly behaviour and thus enable assessing the plausibility of detections and potential anomalies – without determining their cause – in the detected parameters. Overall, these quality metrics will be, among other applications, a useful supplement to the open-access IMS infrasound data products provided by Hupe et al., which are also available in BGR’s product centre. Further details of the reference histograms are described in the following publication by Kristoffersen et al.: "Updated global reference models of broadband coherent infrasound signals for atmospheric studies and civilian applications" (https://doi.org/10.1029/2022EA002222).

INSPIRE: Airborne geophysical surveys for mapping the shallow subsurface in Germany (D-AERO)

Since the eighties BGR carries out helicopter borne measurements in Germany as well as in neighbouring and distant countries. In particular a series of continuous areas on the German North Sea coast are flown during the last years within the context of the D-AERO project. The helicopter of type Sikorsky S-76B is operated for the airborne geophysical survey of the earth's subsurface. Usually airborne electromagnetic, magnetic and radiometric measurements are carried out. The 13 GML files for each airborne geophysical survey area together with a Readme.txt file are provided in ZIP format (D-AERO-INSPIRE.zip). The Readme.text file (German/English) contains detailed information on the GML files content. Data transformation was proceeded by using the INSPIRE Solution Pack for FME according to the INSPIRE requirements of data specification Geology (D2.8.II.4_v3.0), Sub-theme Geophysics.

Higher frequency data products of the International Monitoring System’s infrasound stations

This dataset consists of data products derived from broadband signal detection lists that have been processed for the certified infrasound stations of the International Monitoring System. More specifically, within the CTBT-relevant infrasound range (around 0.01-4 Hz), this dataset covers higher frequencies (1-3 Hz) and is therefore called the ‘hf’ product. The temporal resolution (time step and window length) is 5 min. For processing the infrasound data, the Progressive Multi-Channel Correlation (PMCC) array processing algorithm with a one-third octave frequency band configuration between 0.01 and 4 Hz has been used. The detected signals from the most dominant directions in terms of number of arrivals within a time window and the product-specific frequency range are summarized at predefined time steps. Along with several detection parameters such as the back azimuth, apparent velocity, or mean frequency, additional quantities for assessing the relative quality of the detection parameters are provided. The dataset is available as a compressed .zip file containing the yearly data products (.nc files, NetCDF format) of all certified stations (since 2003). Further information on the processing and details about the open-access data products can be found in: Hupe et al. (2022), IMS infrasound data products for atmospheric studies and civilian applications, Earth System Science Data, doi:10.5194/essd-14-4201-2022

Very low frequency data products of the International Monitoring System’s infrasound stations

This dataset consists of data products derived from broadband signal detection lists that have been processed for the certified infrasound stations of the International Monitoring System. More specifically, this dataset, called the ‘maw’ product, covers a very low frequency range of infrasound (0.02-0.07 Hz). The temporal resolution (time step and window length) is 30 min. For processing the infrasound data, the Progressive Multi-Channel Correlation (PMCC) array processing algorithm with a one-third octave frequency band configuration between 0.01 and 4 Hz has been used. The detected signals from the most dominant directions in terms of number of arrivals within a time window and the product-specific frequency range are summarized at predefined time steps. Along with several detection parameters such as the back azimuth, apparent velocity, or mean frequency, additional quantities for assessing the relative quality of the detection parameters are provided. The dataset is available as a compressed .zip file containing the yearly data products (.nc files, NetCDF format) of all certified stations (since 2003). Further information on the processing and details about the open-access data products can be found in: Hupe et al. (2022), IMS infrasound data products for atmospheric studies and civilian applications, Earth System Science Data, doi:10.5194/essd-14-4201-2022.

Infrasonic Signatures of 1001 Rocket Launches for Space Missions

Rocket launches for space missions are well-defined ground-truth events generating strong infrasonic signatures. This data set covers ground-truth information for 1001 rocket launches from 27 global spaceports between 2009 and mid-2020. Infrasound signatures from up to 73% of the launches were identified at infrasound arrays of the International Monitoring System. The detection parameters were obtained using the Progressive Multi-Channel Correlation (PMCC) algorithm. Propagation and quality parameters supplement the PMCC detection parameters in this dataset. The results are provided for further use as a ground-truth reference in geophysical and atmospheric research. The open-access publication “1001 Rocket Launches for Space Missions and their Infrasonic Signature” (Pilger et al., 2021, Geophys. Res. Letters, doi:10.1029/2020GL092262) provides further details on this data set. Data format: The data are provided both as ASCII files (separate lists of infrasound signatures and rocket launch events, plus README files) and as a comprehensive netCDF file.

Microbarom low-frequency data products of the International Monitoring System’s infrasound stations

This dataset consists of data products derived from broadband signal detection lists that have been processed for the certified infrasound stations of the International Monitoring System. More specifically, this dataset covers the dominant frequency range of microbaroms (0.15-0.35 Hz) and is therefore called the ‘mb_lf’ product. The temporal resolution (time step and window length) is 15 min. For processing the infrasound data, the Progressive Multi-Channel Correlation (PMCC) array processing algorithm with a one-third octave frequency band configuration between 0.01 and 4 Hz has been used. The detected signals from the most dominant directions in terms of number of arrivals within a time window and the product-specific frequency range are summarized at predefined time steps. Along with several detection parameters such as the back azimuth, apparent velocity, or mean frequency, additional quantities for assessing the relative quality of the detection parameters are provided. The dataset is available as a compressed .zip file containing the yearly data products (.nc files, NetCDF format) of all certified stations (since 2003). Further information on the processing and details about the open-access data products can be found in: Hupe et al. (2022), IMS infrasound data products for atmospheric studies and civilian applications, Earth System Science Data, doi:10.5194/essd-14-4201-2022

Microbarom high-frequency data products of the International Monitoring System’s infrasound stations

This dataset consists of data products derived from broadband signal detection lists that have been processed for the certified infrasound stations of the International Monitoring System. More specifically, this dataset covers, among other phenomena, the upper frequency range of microbaroms (0.45-0.65 Hz) and is therefore called the ‘mb_hf’ product. The temporal resolution (time step and window length) is 15 min. For processing the infrasound data, the Progressive Multi-Channel Correlation (PMCC) array processing algorithm with a one-third octave frequency band configuration between 0.01 and 4 Hz has been used. The detected signals from the most dominant directions in terms of number of arrivals within a time window and the product-specific frequency range are summarized at predefined time steps. Along with several detection parameters such as the back azimuth, apparent velocity, or mean frequency, additional quantities for assessing the relative quality of the detection parameters are provided. The dataset is available as a compressed .zip file containing the yearly data products (.nc files, NetCDF format) of all certified stations (since 2003). Further information on the processing and details about the open-access data products can be found in: Hupe et al. (2022), IMS infrasound data products for atmospheric studies and civilian applications, Earth System Science Data, doi:10.5194/essd-14-4201-2022

Global datasets of the mean orientation of maximum horizontal stress S_Hmax on regular grids

The World Stress Map (WSM) is the global compilation of information on the present-day stress field in the Earth's crust. The current WSM database release 2025 (Heidbach et al., 2025) has 100,842 data records, but the data are unevenly distributed and clustered. To analyse the wavelength of the crustal stress pattern of the orientation of maximum horizontal stress SHmax, we use so-called smoothed stress maps that show the mean SHmax orientation on regular grids. The mean SHmax orientation is estimated using the 77,365 A-C data records from the WSM database release 2025 in the Matlab® script stress2grid v.1.1 (Ziegler and Heidbach, 2019) which is based on the circular statistics of axial data. We use a search radius around the grid point and compute the mean SHmax orientation if at least five data records are within the search radius. The significance of the results is further improved by the weighting of the input data by three different parameters. 1.) Data quality weighting with wQ=1/15 for A-, wQ=1/20 for B-, and wQ = 1/25 for C-quality data. 2.) Inverse distance weighting relative to the grid point. This is based on the assumption that the closer a data record is to a grid point, the more strongly the stress state at the grid point influences that data record. Consequently, the contribution of an individual data record to the SHmax orientation increases with decreasing distance to the grid point. 3.) Minimum distance threshold: Data records located very close to a grid point would be overrepresented by the distance weight. To avoid this, a minimum distance threshold is applied such that all data records within 10% of the search radius are assigned the same weighting coefficient. Using a fixed search radius effectively filters from the SHmax data records the wavelength defined by the chosen search radius and does not resolve rotations of SHmax at smaller spatial scales. We provide 13 global datasets for SHmax calculated with search radii of 500 km, 250km, 100km, and 50 km. For the 500 km and 250 km search all four grids are used on 2°, 1°, 0.5°, and 0.2°. For the 100 km search radius the 1°, 0.5°, and 0.2° grids are used and for the 50 km search radius only the 0.5° and 0.2° grids are applied. Details on the format of the data files with the mean SHmax orientation are provided in the accompanying Readme file. Further details on the WSM database release 2025 are available in the WSM Technical Report 25-01 (Rajabi et al., 2025).

Historical K index data collection of Soviet magnetic observatories, 1957-1992: overview, by observatory

The presented collection includes the results of the K index determination at 41 geomagnetic observatories of the former USSR for the period from July 1957 to early 1990s. This unique collection was formed at the World Data Center for Solar-Terrestrial Physics in Moscow. The historical data, which are offered to the international scientific community, cover the second half of the 20th century and can be used for retrospective analysis and study of geomagnetic events in the past as well as for data validation or forecasting.

Mehr als verschüttete Täler: Dienen Tunneltäler als bevorzugte Fließwege für frisches Grundwasser in der Nordsee?

Die stetig wachsende Bevölkerung führt zu einem steigenden Bedarf an Frischwasser und die Entnahme von Grundwasser ist eine der wichtigsten Quellen diesen Bedarf zu decken. Engpässe in der Frischwasserversorgung haben die Suche Nachweis von frischem Grundwasser unter dem heutigen Meeresboden angetrieben. Die Rolle glazialer Strukturen, welche während der Vergletscherungen entstanden sind, ist jedoch im Hinblick auf das Vorkommen frischen Grundwassers noch wenig bekannt. Insbesondere sogenannte Tunneltäler (TT), welche sich unter den Eisschilden bildeten, könnten von besonderer Relevanz sein. Ihre Ausmaße (bis zu 5 km breit, 400 m tief, 100te km lang) spiegeln die gewaltigen Schmelzwassermengen wider, die den Untergrund unter den Eisschilden durchspülten. Ihre Entstehung und Füllung resultierte in stark durchlässigen Sanden und Kiesen im unteren Teil und feinkörnigen Ablagerungen im oberen Teil dieser Strukturen. Diese Konfiguration begünstigt eine Rolle als bevorzugte Fließwege für offshore Grundwasser. Zur Untersuchung des Potenzials von TT als bevorzugte Fließwege für offshore frisches Grundwasser (OFG), verfolgt dieses Projekt folgende Ziele: (O1) Durch die Kombination von elektromagnetischen und seismischen Daten wollen wir ein strukturgebundenes Widerstandsmodell für mehrere TT erstellen; (O2) Wir wollen die Salzgehaltswerte für verschiedene Architekturen und Tiefen von TT abschätzen; (O3) Aufbauend auf den ersten beiden Zielen wollen wir die Ergebnisse für das gesamte Arbeitsgebiet in ein detailliertes lithologisches 3D-Modell extrapolieren. Die sich daraus ergebende Salzgehaltsverteilung im Untergrund wird dazu beitragen, die Ober- und Untergrenzen des Volumens frischen Grundwassers abzugrenzen und die Grundlage für ein detailliertes Grundwassermodell schaffen. Folgende Schritte sind dazu nötig: (S1) Kartierung und Charakterisierung der räumlichen Heterogenität von TT anhand vorhandener seismischer Daten; (S2) Erstellung eines lithologischen Modells für den Untergrund zwischen Amrum und Helgoland von 0 bis 400 m Tiefe; (S3) Identifizierung vielversprechender Standorte und Durchführung von CSEM-Messungen (Controlled Source Electromagnetic) zur Untersuchung der Verteilung des elektrischen Widerstands im Untergrund (TT); (S4) Kombination von Widerstandsmessungen mit Mehrkanal-Seismikdaten (MCS) zur Ableitung des Salzgehalts der Porenflüssigkeit; (S5) Extrapolation der Ergebnisse für das gesamte lithologische Modell. Tunneltäler existieren in ehemals vergletscherten Regionen weltweit. Gelingt uns der Nachweis von OFG in Tunneltälern, hätte dies erhebliche Implikationen für bisher unbekannte Süßwasserverteilungen und hydrologische Systeme. Die uns zur Verfügung stehenden Daten bieten eine einzigartige Möglichkeit zur Integration von CSEM- und seismischen Messungen bei begrenztem Aufwand. Die Ergebnisse des Projekts werden einen neuen Blick auf offshore Gletscherlandschaften und ihre Rolle im pleistozänen Wasserkreislauf erlauben.

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