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Walbröl, Andreas; Engelmann, Ronny; Griesche, Hannes; Radenz, Martin; Hofer, Julian; Althausen, Dietrich; Ebell, Kerstin; Mech, Mario; Crewell, Susanne: Improved integrated water vapour derived from the combination of the microwave radiometers HATPRO and MiRAC-P aboard the Polarstern during the MOSAiC expedition [dataset]. PANGAEA, https://doi.pangaea.de/10.1594/PANGAEA.968778 (dataset in review)

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Abstract:
This data set contains daily files of vertically integrated water vapour (precipitable water, prw) derived from combined measurements of the HATPRO and MiRAC-P microwave radiometers (see Walbröl et al. 2022, https://doi.org/10.1038/s41597-022-01504-1) operated aboard the Polarstern during cruise PS122 (MOSAiC expedition). The data cover the time range from 22 October 2019 until 02 October 2020 with a temporal resolution of about 1 second. Both microwave radiometers were mounted on top of the OCEANET-ATMOSPHERE container (Macke et al. 2010, doi:10.1051/epjconf/201009006; Engelmann et al. 2021, doi:10.5194/acp-21-13397-2021). HATPRO is a Humidity and Temperature Profiler (Rose et al. 2005, doi:10.1016/j.atmosres.2004.12.005) that measures atmospheric radiation emitted from water vapour along a rotational water vapour aborption line in the K-band (7 channels from 22.24 to 31.4 GHz) and from oxygen along the absorption complex in the V-band (7 channels from 51.26 to 58 GHz). The HATPRO measurements are also sensitive to radiation emitted from hydrometeors (cloud liquid water). MiRAC-P is a Low Humidity Profiler (LHUMPRO-243-340, Mech et al. 2019, doi:10.5194/amt-12-5019-2019), also known as the Microwave Radiometer for Arctic Clouds - Passive, that measures atmospheric radiation at higher frequencies along a strong water vapour absorption line in the G-band (6 channels from 183.31 +/- 0.6 to 183.31 +/- 7.5 GHz), and in the window channels (no distinct absorption lines) 243 and 340 GHz.
We developed a Neural Network retrieval to derive improved integrated water vapour estimates through the combination of zenith HATPRO and MiRAC-P observations compared to single instrument retrievals (see Walbröl et al. 2024; doi:10.5194/egusphere-2024-1301). Error estimates in terms of root mean squared error are included in each file as a variable (prw_rmse). Quality flags of each instrument (flag_h for HATPRO and flag_m for MiRAC-P) are also included in each file and can be used to filter data with bad quality. The data has good quality when the flag values (flag_h and flag_m) are 0 or nan (depends on the importing routine). Additionally, data where flag_h is 32 can also be used with care.
Keyword(s):
Arctic; integrated water vapor; microwave radiometer; Mosaic; MOSAiC20192020; OCEANET-ATMOSPHERE; precipitable water; PS122; remote sensing; water vapor
Supplement to:
Walbröl, Andreas; Griesche, Hannes; Mech, Mario; Crewell, Susanne; Ebell, Kerstin (in review): Combining low and high frequency microwave radiometer measurements from the MOSAiC expedition for enhanced water vapour products. this preprint is open for discussion and under review for Atmospheric Measurement Techniques (AMT), EGUsphere, https://doi.org/10.5194/egusphere-2024-1301
Related to:
Engelmann, Ronny; Ansmann, Albert; Ohneiser, Kevin; Griesche, Hannes; Radenz, Martin; Hofer, Julian; Althausen, Dietrich; Dahlke, Sandro; Maturilli, Marion; Veselovskii, Igor; Jimenez, Cristofer; Wiesen, Robert; Baars, Holger; Bühl, Johannes; Gebauer, Henriette; Haarig, Moritz; Seifert, Patric; Wandinger, Ulla; Macke, Andreas (2021): Wildfire smoke, Arctic haze, and aerosol effects on mixed-phase and cirrus clouds over the North Pole region during MOSAiC: an introduction. Atmospheric Chemistry and Physics, https://doi.org/10.5194/acp-21-13397-2021
Macke, Andreas; Kalisch, John; Zoll, Yann; Bumke, Karl (2010): Radiative effects of the cloudy atmosphere from ground and satellite based observations. EPJ Web of Conferences, 9, 83-94, https://doi.org/10.1051/epjconf/201009006
Mech, Mario; Kliesch, Leif-Leonard; Anhäuser, Andreas; Rose, Thomas; Kollias, Pavlos; Crewell, Susanne (2019): Microwave Radar/radiometer for Arctic Clouds (MiRAC): first insights from the ACLOUD campaign. Atmospheric Measurement Techniques, 12(9), 5019-5037, https://doi.org/10.5194/amt-12-5019-2019
Rose, Thomas; Crewell, Susanne; Löhnert, Ulrich; Simmer, Clemens (2005): A network suitable microwave radiometer for operational monitoring of the cloudy atmosphere. Atmospheric Research, 75(3), 183-200, https://doi.org/10.1016/j.atmosres.2004.12.005
Walbröl, Andreas; Crewell, Susanne; Engelmann, Ronny; Orlandi, Emiliano; Griesche, Hannes; Radenz, Martin; Hofer, Julian; Althausen, Dietrich; Maturilli, Marion; Ebell, Kerstin (2022): Atmospheric temperature, water vapour and liquid water path from two microwave radiometers during MOSAiC. Scientific Data, 9(1), 534, https://doi.org/10.1038/s41597-022-01504-1
Funding:
Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research, Bremerhaven (AWI), grant/award no. AFMOSAiC-1_00: Multidisciplinary drifting Observatory for the Study of Arctic Climate
Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research, Bremerhaven (AWI), grant/award no. AWI_PS122_00: Multidisciplinary drifting Observatory for the Study of Arctic Climate / MOSAiC
German Research Foundation (DFG), grant/award no. 268020496: TRR 172: ArctiC Amplification: Climate Relevant Atmospheric and SurfaCe Processes, and Feedback Mechanisms
Coverage:
Median Latitude: 83.919401 * Median Longitude: 60.911276 * South-bound Latitude: 78.686763 * West-bound Longitude: -6.126275 * North-bound Latitude: 88.413593 * East-bound Longitude: 137.750080
Date/Time Start: 2019-10-22T00:00:00 * Date/Time End: 2020-10-02T03:59:00
Event(s):
PS122/1_1-38 * Latitude Start: 85.112498 * Longitude Start: 137.750080 * Latitude End: 86.593190 * Longitude End: 119.241500 * Date/Time Start: 2019-09-30T06:00:00 * Date/Time End: 2019-12-13T09:04:45 * Sensor URI: sensor.awi.de * Campaign: PS122/1 (MOSAiC20192020) * Basis: Polarstern * Method/Device: Atmospheric Observatory (ATMOBS)
PS122/2_14-18 * Latitude: 86.593231 * Longitude: 119.237001 * Date/Time: 2019-12-13T09:11:00 * Sensor URI: sensor.awi.de * Location: Arctic Ocean * Campaign: PS122/2 (MOSAiC20192020) * Basis: Polarstern * Method/Device: Atmospheric Observatory (ATMOBS) * Comment: Recording continued from Leg 1
PS122/3_28-6 * Latitude: 88.413593 * Longitude: 36.829898 * Date/Time: 2020-02-27T10:57:00 * Sensor URI: sensor.awi.de * Location: Arctic Ocean * Campaign: PS122/3 (MOSAiC20192020) * Basis: Polarstern * Method/Device: Atmospheric Observatory (ATMOBS)
Parameter(s):
#NameShort NameUnitPrincipal InvestigatorMethod/DeviceComment
1Event labelEventWalbröl, Andreas
2netCDF filenetCDFWalbröl, Andreas
3netCDF file (File Size)netCDF (Size)BytesWalbröl, Andreas
4Documentation fileDOCSWalbröl, AndreasnetCDF header info extracted with ncdump
5DATE/TIMEDate/TimeWalbröl, AndreasGeocode – start
6LATITUDELatitudeWalbröl, AndreasGeocode – start
7LONGITUDELongitudeWalbröl, AndreasGeocode – start
8DATE/TIMEDate/TimeWalbröl, AndreasGeocode – end
9LATITUDELatitudeWalbröl, AndreasGeocode – end
10LONGITUDELongitudeWalbröl, AndreasGeocode – end
License:
Creative Commons Attribution 4.0 International (CC-BY-4.0) (License comes into effect after moratorium ends)
Status:
Curation Level: Basic curation (CurationLevelB)
Size:
684 data points

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