Global occurrences of whistlers detected in the Extremely Low Frequencies during Absolute Scalar Magnetometer burst mode acquisition campaigns of the Swarm mission | Journal of Space Weather and Space Climate

Topical Issue - Swarm 10-Year Anniversary

Open Access

Issue		J. Space Weather Space Clim. Volume 15, 2025 Topical Issue - Swarm 10-Year Anniversary


Article Number		58
Number of page(s)		13
DOI		https://doi.org/10.1051/swsc/2025048
Published online		11 December 2025

Al’pert, Y. 1980. 40 years of whistlers. J Atmos Terr Phys 42 (1): 1–20. https://doi.org/10.1016/0021-9169(80)90117-8. [Google Scholar]
Antonopoulou, A, Balasis G, Papadimitriou C, Boutsi AZ, Rontogiannis A, Koutroumbas K, IA Daglis, Giannakis O. 2022. Convolutional neural networks for automated ULF wave classification in Swarm time series. Atmosphere 13 (9): 1488. https://doi.org/10.3390/atmos13091488. [Google Scholar]
Balasis, G, Aminalragia-Giamini S, Papadimitriou C, Daglis IA, Anastasiadis A, Haagmans R. 2019. A machine learning approach for automated ULF wave recognition. J Space Weather Space Clim 9: A13. https://doi.org/10.1051/swsc/2019010. [CrossRef] [EDP Sciences] [Google Scholar]
Chauvet, L, Hulot G. 2024. ASM burst product definition for operational release of data. Technical Report SW-ASMV-DD-IPGP-0008, IPGP. https://swarm-diss.eo.esa.int/#swarm%2FAdvanced%2FMagnetic_Data%2FASM_Burst_Mode_Data%2FDocumentation. [Google Scholar]
Chum, J, Jiricek F, Santolik O, Parrot M, Diendorfer G, Fiser J. 2006. Assigning the causative lightning to the whistlers observed on satellites. Annal Geophys 24 (11): 2921–2929. https://doi.org/10.5194/angeo-24-2921-2006. [Google Scholar]
Collier, AB, Delport B, Hughes ARW, Lichtenberger J, Steinbach P, Ӧster J, Rodger CJ. 2009. Correlation between global lightning and whistlers observed at Tihany, Hungary. J Geophys Res: Space Phys 114: A7. https://doi.org/10.1029/2008JA013863. [Google Scholar]
Collier, AB, Hughes ARW, Lichtenberger J, Steinbach P. 2006. Seasonal and diurnal variation of lightning activity over southern Africa and correlation with European whistler observations. Annal Geophys 24 (2): 529–542. https://doi.org/10.5194/angeo-24-529-2006 [Google Scholar]
Coïsson P, Chauvet L, Hulot G. 2023. ASM whistler product definition for operational release of data. Tech. Rep. SW-ASMV-DD-IPGP-0012 Rev. 1E, Institut de physique du globe de Paris https://earth.esa.int/eogateway/documents/d/earth-online/asm-whistler-product-definition. [Google Scholar]
Coïsson, P, Hulot G, Chauvet L, Brocco L, Madelon R, et al. 2021. Investigating lightning generated ELF whistlers to improve ionospheric models (ILGEW) final report. Tech. Rep, Institut de physique du globe de Paris. https://ilgew.ipgp.fr/docs/SW-ILGEW-IPGP-D15-16-11-2021.pdf. [Google Scholar]
Dharma, KS, Bayupati IPA, Buana PW. 2014. Automatic lightning whistler detection using connected component labeling method. J Theor Appl Inf Technol 66 (2): 638–645. https://www.jatit.org/volumes/sixtysixth_2_2014.php. [Google Scholar]
Eckersley, T. 1935. Musical atmospherics. Nature 135 (3403): 104–105. https://doi.org/10.1038/135104a0. [Google Scholar]
Elie, F, Hayakawa M, Parrot M, Pinçon J, Lefeuvre F. 1999. Neural network system for the analysis of transient phenomena on board the DEMETER micro-satellite. IEICE Trans Fundam Electron Commun Comput Sci 82 (8): 1575–1581. [Google Scholar]
Emsley, AJ, Beggan CD, Callow A, Whaler KA, Coïsson P, Chauvet L, Hulot G, Jenner M. 2025. Swarm absolute scalar magnetometer burst mode: Observed ELF signals and their origins. J Space Weather Space Climate 15: 37. https://doi.org/10.1051/swsc/2025028. [Google Scholar]
Fratter, I, Léger J-M, Bertrand F, Jager T, Hulot G, Brocco L, Vigneron P. 2016. Swarm absolute scalar magnetometers first in-orbit results. Acta Astronaut 121: 76–87. https://doi.org/10.1016/j.actaastro.2015.12.025. [Google Scholar]
Friis-Christensen, E, Lϋhr H, Hulot G. 2006. Swarm: A constellation to study the Earth’s magnetic field. Earth Planets Space 58 (4): 351–358. https://doi.org/10.1186/BF03351933. [CrossRef] [Google Scholar]
Gravrand, O, Khokhlov A, Le Mouël JL, Léger JM. 2001. On the calibration of a vectorial ⁴He pumped magnetometer. Earth Planets Space 53 (10): 949–958. https://doi.org/10.1186/BF03351692. [Google Scholar]
Hayakawa, H, Ebihara Y, Mishev A, Koldobskiy S, Kusano K, et al. 2025. The solar and geomagnetic storms in 2024 May: A flash data report. Astrophys J 979 (1): 49. https://doi.org/10.3847/1538-4357/ad9335. [Google Scholar]
Hulot, G, Chauvet L, Deborde R. 2025a. Swarm alpha ASM-V data version 06XX. https://doi.org/10.18715/IPGP.2025.m7oic39m. [Google Scholar]
Hulot, G, Chauvet L, Deborde R. 2025b. Swarm bravo ASM-V data version 06XX. https://doi.org/10.18715/IPGP.2025.m7ok4rfm. [Google Scholar]
Hulot, G, Vigneron P, Léger J-M, Fratter, Olsen N, et al. 2015. Swarm’s absolute magnetometer experimental vector mode, an innovative capability for space magnetometry. Geophys Res Lett 42 (5): 1352–1359. https://doi.org/10.1002/2014GL062700. [CrossRef] [Google Scholar]
Hutchins, ML, Holzworth RH, Brundell JB, Rodger CJ. 2012. Relative detection efficiency of the World Wide Lightning Location Network. Radio Sci 47 (6): RS6005. https://doi.org/10.1029/2012RS005049. [Google Scholar]
Jacobson, AR, Holzworth RH, Pfaff R, Heelis R. 2016. Automated identification of discrete, lightning-generated, multiple-dispersed whistler waves in C/NOFS-VEFI very low frequency observations. Radio Sci 51: 2016RS005,989. https://doi.org/10.1002/2016RS005989. [Google Scholar]
Jang , J-SR. 1993. ANFIS: Adaptive-network-based fuzzy inference system. IEEE Trans Syst Man Cybern 23 (3): 665–685. https://doi.org/10.1109/21.256541. [CrossRef] [Google Scholar]
Jenner, M, Coïsson P, Hulot G, Buresova D, Truhlik V, Chauvet L. 2024. Total root electron content: A new metric for the ionosphere below low earth orbiting satellites. Geophys Res Lett 51 (15): e2024GL110,559. https://doi.org/10.1029/2024GL110559. [Google Scholar]
Leger, J-M, Bertrand F, Jager T, Prado ML, Fratter I, Lalaurie J-C. 2009. Swarm absolute scalar and vector magnetometer based on helium 4 optical pumping. Procedia Chem 1 (1): 634–637. [Google Scholar]
Léger, J-M, Jager T, Bertrand F, Hulot G, Brocco L, Vigneron P, Lalanne X, Chulliat A,Fratter I. 2015. In-flight performance of the absolute scalar magnetometer vector mode on board the Swarm satellites. Earth Planets Space 67 (1): 57. https://doi.org/10.1186/s40623-015-0231-1. [Google Scholar]
Mlynarczyk, J, Kulak A, Salvador J. 2017. The accuracy of radio direction finding in the extremely low frequency range. Radio Sci 52 (10): 1245–1252. https://doi.org/10.1002/2017RS006370. [Google Scholar]
Parrot, M, Pinçon J-L, Shklyar D. 2019. Short-fractional hop whistler rate observed by the low-altitude satellite DEMETER at the end of the solar cycle 23. J Geophys Res: Space Phys 124: 3522–3531. https://doi.org/10.1029/2018JA026176. [Google Scholar]
Recchiuti, D, Battiston R, D’Angelo G, Papini E, Neubϋser C, Burger WJ, Piersanti M. 2025. Automatic detection of whistler waves in the top-side ionosphere: The WhISPER technique. Atmosphere 16 (5): 522. https://doi.org/10.3390/atmos16050522. [Google Scholar]
Space Physics Data Facility. 2023. CDF user’s manual. Tech Rep Version 3.9.1, September 2, NASA / Goddard Space Flight Center. https://spdf.gsfc.nasa.gov/pub/software/cdf/doc/cdf_User_Guide.pdf. [Google Scholar]
Storey, LRO. 1953. An investigation of whistling atmospherics. Philos Trans R Soc Lond A: Math Phys Eng Sci 246 (908): 113–141. https://doi.org/10.1098/rsta.1953.0011. [Google Scholar]
Suarjaya, IMAD, Putri DPS, Tanaka Y, Purnama F, Bayupati IPA, Linawati, Kasahara Y, Matsuda S, Miyoshi Y, Shinohara I. 2024. Deep learning model size performance evaluation for lightning whistler detection on ARASE satellite dataset. Remote Sens 16 (22): 4264. https://doi.org/10.3390/rs16224264. [Google Scholar]
Vigneron, P, Hulot G, Léger J-M, Jager T. 2021. Using improved Swarm’s experimental absolute vector mode data to produce a candidate definitive geomagnetic reference field (DGRF) 2015.0 model. Earth Planets Space 73 (1): 197. https://doi.org/10.1186/s40623-021-01529-7. [Google Scholar]
Vigneron, P, Hulot G, Olsen N, Leger J-M, Jager T, et al. 2015. A 2015 international geomagnetic reference field (IGRF) candidate model based on Swarm’s experimental absolute magnetometer vector mode data. Earth Planets Space 67 (1): 95. https://doi.org/10.1186/s40623-015-0265-4. [Google Scholar]
Yuan, J, Wang Q, Yang D, Liu Q, Zhima Z, Shen X. 2021. Automatic recognition algorithm of lightning whistlers observed by the search coil magnetometer onboard the Zhangheng-1 satellite. Chin J Geophys (in Chin) 64 (11): 3905–3924. https://doi.org/10.6038/cjg2021O0164. [Google Scholar]
Yuan, J, Wang Z, Zeren Z, Wang Z, Feng J, et al. 2022. Automatic recognition algorithm of the lightning whistler waves by using speech processing technology. Chin J Geophys (in Chin) 65 (3): 882–897. https://doi.org/10.6038/cjg2022P0365. [Google Scholar]

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