Combining low- and high-frequency microwave radiometer measurements from the MOSAiC expedition for enhanced water vapour products
Data sets
Simulated microwave brightness temperatures based on two radiosoundings performed during the MOSAiC expedition https://doi.org/10.5281/zenodo.11092210
Neural Network predictions and ERA5 reference of integrated water vapour, and temperature and specific humidity profiles based on simulated microwave radiometer observations https://doi.org/10.5281/zenodo.10998146
Information content estimation output for specific humidity profiles https://doi.org/10.5281/zenodo.10997692
ERA5 based training, validation and evaluation data for retrievals combining 22-58 GHz with 175-340 GHz microwave radiometer measurements during MOSAiC https://doi.org/10.5281/zenodo.10997365
Improved integrated water vapour derived from the combination of the microwave radiometers HATPRO and MiRAC-P aboard the Polarstern during the MOSAiC expedition https://doi.org/10.1594/PANGAEA.968778
Improved temperature and humidity profiles derived from the combination of the microwave radiometers HATPRO and MiRAC-P aboard the Polarstern during the MOSAiC expedition https://doi.org/10.1594/PANGAEA.968760
Brightness temperatures of the MiRAC-P microwave radiometer onboard the Polarstern during the MOSAiC expedition https://doi.org/10.1594/PANGAEA.941407
Integrated water vapour derived from the MiRAC-P microwave radiometer onboard the Polarstern during the MOSAiC expedition https://doi.org/10.1594/PANGAEA.941470
Brightness temperatures of the HATPRO microwave radiometer onboard the Polarstern during the MOSAiC expedition https://doi.org/10.1594/PANGAEA.941356
Custom collection of classification data from RV Polarstern between 11 Oct 2019 and 30 Sep 2020 https://doi.org/10.60656/60EA0DD0A99746BA
Initial radiosonde data from 2019-10 to 2020-09 during project MOSAiC https://doi.org/10.1594/PANGAEA.928656
Links to master tracks in different resolutions of POLARSTERN cruise PS122/1, Tromsø - Arctic Ocean, 2019-09-20 - 2019-12-13 (Version 2) https://doi.org/10.1594/PANGAEA.924668
Master tracks in different resolutions of POLARSTERN cruise PS122/4, Longyearbyen - Arctic Ocean, 2020-06-04 - 2020-08-12 https://doi.org/10.1594/PANGAEA.926829
Master tracks in different resolutions of POLARSTERN cruise PS122/5, Arctic Ocean - Bremerhaven, 2020-08-12 - 2020-10-12 https://doi.org/10.1594/PANGAEA.926910
Links to master tracks in different resolutions of POLARSTERN cruise PS122/2, Arctic Ocean - Arctic Ocean, 2019-12-13 - 2020-02-24 (Version 2) https://doi.org/10.1594/PANGAEA.924674
Links to master tracks in different resolutions of POLARSTERN cruise PS122/3, Arctic Ocean - Longyearbyen, 2020-02-24 - 2020-06-04 (Version 2) https://doi.org/10.1594/PANGAEA.924681
Temperature and humidity profiles, integrated water vapour and liquid water path derived from the HATPRO microwave radiometer onboard the Polarstern during the MOSAiC expedition https://doi.org/10.1594/PANGAEA.941389
Low-level stratus mask from Polarstern during MOSAiC https://doi.org/10.1594/PANGAEA.961789
MOSAiC Cloudnet issue data set https://doi.org/10.5281/ZENODO.7310858
Met City meteorological and surface flux measurements (Level 3 Final), Multidisciplinary Drifting Observatory for the Study of Arctic Climate (MOSAiC), central Arctic, October 2019 - September 2020 https://doi.org/10.18739/A2PV6B83F
Complete ERA5 from 1940: Fifth generation of ECMWF atmospheric reanalyses of the global climate https://doi.org/10.24381/cds.143582cf
ERA5 hourly data on single levels from 1959 to present https://doi.org/10.24381/cds.adbb2d47
Model code and software
Codes for: Combining low and high frequency microwave radiometer measurements from the MOSAiC expedition for enhanced water vapour products https://doi.org/10.5281/zenodo.13750797
PAMTRA: Passive and Active Microwave TRAnsfer tool v1.0 https://doi.org/10.5281/zenodo.3582992