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Overview

What is GeospaceLAB?

GeospaceLAB is an open-source Python package designed to facilitate data access, management, and visualization for space physics and space weather research. It provides a unified process that connects data providers and space physics researchers, allowing them to focus more on data interpretation and research results. GeospaceLAB has been applied in the study of Magnetosphere-ionosphere-thermosphere coupling and has received recognition in the scientific community, with 44 stars (until 20.5.2025) on GitHub and inclusion in the Python in Heliosphysics Community (PyHC) in 2022.

Supported Swarm data products in GeospaceLAB

As listed in Table 1, GeospaceLAB currently supports 30 data products of Swarm mission. Those data products are selected from the categories of “Ionosphere/Magnetosphere”, “Thermosphere”, “Space Weather”, and “Magnetic measurements” in the Swarm Product Data Handbook. Users can easily access the listed Swarm data products from (1) ESA’s Swarm Dissemination Sever, (2) Swarm VirES Service*, and (3) VirES for Swarm - HAPI Server*. The data access and visualization are tested and verified in GeospaceLAB.

Table 1:Supported Swarm data products in GeospaceLAB

No.ProductLevelFolderDescriptionStatus
1SW_AEJxLPL_2F2Level2dailyAuroral electrojets line profile – Line current method (LC)Tested
2SW_AEJxLPS_2F2Level2dailyAuroral electrojets line profile – SECS methodTested
3SW_AEJxPBL_2F2Level2dailyAuroral electrojets peaks and boundaries from LCTested
4SW_AEJxPBS_2F2Level2dailyAuroral electrojets peaks and boundaries from SECSTested
5SW_AOBxFAC_2F2Level2dailyAuroral oval boundaries derived from FACTested
6SW_DNSxACC_2_2Level2dailyThermospheric density derived from ACC + PODTested
7SW_DNSxPOD_2_2Level2dailyThermospheric density derived from PODTested
8SW_EFIx_LP_1B1Level1bElectric field instrument (EFI) Langmuir probe (LP) measurements at 2 HzTested
9SW_EFIx_LP_FPAdvancedAdvanced/Plasma_DataEFI faceplate (FP) plasma density at 16 HzTested
10SW_EFIx_LP_HMAdvancedAdvanced/Plasma_DataEFI LP extended at 2 HzTested
11SW_EFIx_TCT02AdvancedAdvanced/Plasma_DataExtended dataset of EFI TII cross-track ion flow measurements at 2 HzTested
12SW_EFIx_TCT16AdvancedAdvanced/Plasma_DataExtended dataset of EFI TII cross-track ion flow measurements at 16 HzTested
13SW_EFIxIDM_2_AdvancedAdvanced/Plasma_DataEFI LP ion drift and effective massTested
14SW_EFIxLPI_1B1bLevel1bEFI LP measurements at 1 HzTested
15SW_EFIxTIE_2_2Level2dailyEstimated ion temperatures along Swarm satellite orbitsTested
16SW_EFIxTMS_2F2Level2dailyDayside equatorial electric fieldTested
17SW_FAC_LLS_2F2Level2dailyField-aligned currents (dual-satellite A-C) least-squaresTested
18SW_FAC_TMS_2F2Level2dailyField-aligned currents (dual-satellite A-C)Tested
19SW_FACxTMS_2F2Level2dailyField-aligned currents (single satellite)Tested
20SW_IBIxTMS_2F2Level2dailyIonospheric bubble indexTested
21SW_IPDxIRR_2F2Level2dailyIonospheric Plasma Irregularities characterised by Swarm (IPIR)Tested
22SW_MAGx_HR_1B1bLevel1bMagnetic field (50 Hz) from VFMTested
23SW_MAGx_LR_1B1bLevel1bMagnetic field (1 Hz) from VFM and ASMTested
24SW_MITx_LP_2F2Level2dailyMidlatitude ionospheric trough boundaries and minima derived from LPTested
25SW_MITxTEC_2F2Level2dailyMidlatitude ionospheric trough boundaries and minima derived from TECTested
26SW_NIX_TMS_2F2Level2dailyNEGIX: electron density gradient ionosphere indexTested
27SW_PPIxFAC_2F2Level2dailyEquatorward boundary of SSFACs and the associated midnight PP indexTested
28SW_TECxTMS_2F2Level2dailyIonospheric total electron contentTested
29SW_TIX_TMS_2F2Level2dailyTEGIX: TEC-gradient ionosphere indexTested
30SW_WHIxEVT_2_2Level2dailyWhistler events from ASM BM 250 Hz dataTested