Publications per year
Publications per year
Publications
- 46 results
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2025
Deriving WMO Cloud Classes From Ground‐Based RGB Pictures With a Residual Neural Network Ensemble
Rosenberger, M., Dorninger, M. & Weissmann, M., 2 May 2025, In: Earth and Space Science.Publications: Contribution to journal › Article › Peer Reviewed
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Effects of observation operator nonlinearity on the assimilation of visible and infrared radiances in ensemble data assimilation
Kugler, L. & Weissmann, M., 10 Mar 2025, (E-pub ahead of print) In: Quarterly Journal of the Royal Meteorological Society.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
On methods for assessment of the value of observations in convection-permitting data assimilation and numerical weather forecasting
Hu, G., Dance, S. L., Fowler, A., Simonin, D., Waller, J., Auligne, T., Healy, S., Hotta, D., Löhnert, U., Miyoshi, T., Prive, N. C., Stiller, O., Wang, X. & Weissmann, M., 26 Feb 2025, In: Quarterly Journal of the Royal Meteorological Society. 151, 768, e4933.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
The synergy of assimilating visible and infrared radiances and radar observations
Kugler, L. & Weissmann, M., 3 Feb 2025, In: Quarterly Journal of the Royal Meteorological Society. 151, 768, p. e4938Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
2024
Diagnostics for Imbalance on the Convective Scale
Diefenbach, T., Scheck, L., Weissmann, M. & Craig, G. C., 1 Sept 2024, In: Monthly Weather Review. 152, 9, p. 2075-2088 14 p.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
Influence of radiosonde observations on the sharpness and altitude of the midlatitude tropopause in the ECMWF IFS
Krüger, K., Schäfler, A., Weissmann, M. & Craig, G. C., 5 Apr 2024, In: Weather and Climate Dynamics. 5, 2, p. 491–509 19 p.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
The fractions skill score for ensemble forecast verification
Necker, T., Wolfgruber, L., Kugler, L., Weissmann, M., Dorninger, M. & Serafin, S., 1 Oct 2024, In: Quarterly Journal of the Royal Meteorological Society. 150, 764, p. 4457-4477 21 p.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
Validation of Aeolus L2B products over the tropical Atlantic using radiosondes
Borne, M., Knippertz, P., Weissmann, M., Witschas, B., Flamant, C., Rios-Berrios, R. & Veals, P., 26 Jan 2024, In: Atmospheric Measurement Techniques. 17, 2, p. 561-581 21 p.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
2023
Deep Learning–Based Parameter Transfer in Meteorological Data
Farokhmanesh, F., Höhlein, K., Necker, T. & Weissmann, M., 2023, In: Artificial Intelligence for the Earth Systems. 2, 1, e220024.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
Ensemble‐based estimates of the impact of potential observations
Griewank, P. J., Weissmann, M., Necker, T., Nomokonova, T. & Löhnert, U., 1 Jul 2023, In: Quarterly Journal of the Royal Meteorological Society. 149, 754, p. 1546-1571 26 p.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
Estimating the benefit of Doppler wind lidars for short-term low-level wind ensemble forecasts
Nomokonova, T., Griewank, P., Loehnert, U., Miyoshi, T., Necker, T. & Weissmann, M., 1 Jan 2023, In: Quarterly Journal of the Royal Meteorological Society. 149, 750, p. 192-210 19 p.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
Guidance on how to improve vertical covariance localization based on a 1000-member ensemble
Necker, T., Hinger, D., Griewank, P., Miyoshi, T. & Weissmann, M., 9 Jan 2023, In: Nonlinear Processes in Geophysics. 30, 1, p. 13-29 17 p.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
Impact of Aeolus wind lidar observations on the representation of the West African monsoon circulation in the ECMWF and DWD forecasting systems
Borne, M., Knippertz, P., Weissmann, M., Martin, A., Rennie, M. & Cress, A., 1 Apr 2023, In: Quarterly Journal of the Royal Meteorological Society. 149, 752, p. 933-958 26 p.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
Impact of assimilating Aeolus observations in the global model ICON: A global statistical overview
Martin, A., Weissmann, M. & Cress, A., 6 Oct 2023, In: Quarterly Journal of the Royal Meteorological Society. 149, 756, p. 2962-2979 18 p.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
Investigation of links between dynamical scenarios and particularly high impact of Aeolus on numerical weather prediction (NWP) forecasts
Martin, A., Weissmann, M. & Cress, A., 28 Mar 2023, In: Weather and Climate Dynamics. 4, 1, p. 249–264 16 p.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
Neural Fields for Interactive Visualization of Statistical Dependencies in 3D Simulation Ensembles
Farokhmanesh, F., Höhlein, K., Neuhauser, C., Necker, T., Weissmann, M., Miyoshi, T. & Westermann, R., 2023, VMV 2023: Vision, Modeling, and Visualization.Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
Open Access -
On methods for assessment of the influence and impact of observations in convection-permitting numerical weather prediction
Hu, G., Dance, S. L., Fowler, A., Simonin, D., Waller, J., Auligne, T., Healy, S., Hotta, D., Löhnert, U., Miyoshi, T., Prive, N. C., Stiller, O., Wang, X. & Weissmann, M., 2023, arXiv.Publications: Working paper › Preprint
Open Access -
Partial Analysis Increments as Diagnostic for LETKF Data Assimilation Systems
Diefenbach, T., Craig, G., Keil, C., Scheck, L. & Weissmann, M., 1 Apr 2023, In: Quarterly Journal of the Royal Meteorological Society. 149, 752, p. 740-756 17 p.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
Potential impact of all-sky assimilation of visible and infrared satellite observations compared with radar reflectivity for convective-scale numerical weather prediction
Kugler, L., Anderson, J. L. & Weissmann, M., 1 Oct 2023, In: Quarterly Journal of the Royal Meteorological Society. 149, 757, p. 3623-3644 22 p.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
Progress, challenges, and future steps in data assimilation for convection-permitting numerical weather prediction: Report on the virtual meeting held on 10 and 12 November 2021
Hu, G., Dance, S. L., Bannister, R. N., Chipilski, H. G., Guillet, O., Macpherson, B., Weissmann, M. & Yussouf, N., 3 Jan 2023, In: Atmospheric Science Letters. 24, 1, 12 p., e1130.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
2022
Distributions and convergence of forecast variables in a 1000 member convection-permitting ensemble
Craig, G. C., Puh, M., Keil, C., Tempest, K., Necker, T., Ruiz, J., Weissmann, M. & Miyoshi, T., Jul 2022, In: Quarterly Journal of the Royal Meteorological Society. 148, 746, p. 2325-2343 19 p.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
Evaluation of Volume Representation Networks for Meteorological Ensemble Compression
Höhlein, K., Weiss, S., Necker, T., Weissmann, M., Miyoshi, T. & Westermann, R., 2022, VMV 2022: Vision, Modeling, and Visualization.Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
Open Access -
Vertical structure of the lower-stratospheric moist bias in the ERA5 reanalysis and its connection to mixing processes
Krüger, K., Schäfler, A., Wirth, M., Weissmann, M. & Craig, G. C., 12 Dec 2022, In: Atmospheric Chemistry and Physics. 22, 23, p. 15559-15577 19 p.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
2021
Development of innovative satellite-based methods for improved PV yield prediction on different time scales for distribution grid level applications (MetPVNet)
Meilinger, S., Herman-Czezuch, A., Kimiaie, N., Schirrmeister, C., Yousif, R., Geiss, S., Scheck, L., Weissmann, M., Gödde, F., Mayer, B., Zinner, T., Barry, J., Pfeilsticker, K., Kraiczy, M., Winter, K., Altayara, A., Reise, C., Rivera, M., Deneke, H., Witthuhn, J., & 4 others, 2021, Hochschule Bonn-Rhein-Sieg, Internationales Zentrum für Nachhaltige Entwicklung (IZNE), Sankt Augustin, (IZNE Working Paper Series; No. 4, Vol. 21).Publications: Working paper
Open Access -
Entwicklung innovativer satellitengestützter Methoden zur verbesserten PV-Ertragsvorhersage auf verschiedenen Zeitskalen für Anwendungen auf Verteilnetzebene
Meilinger, S., Herman-Czezuch, A., Kimiaie, N., Schirrmeister, C., Yousif, R., Geiss, S., Scheck, L., Weissmann, M., Gödde, F., Mayer, B., Zinner, T., Barry, J., Pfeilsticker, K., Kraiczy, M., Winter, K., Altayara, A., Reise, C., Rivera, M., Deneke, H., Witthuhn, J., & 4 others, 2021Publications: Other publication › Other
Open Access -
Understanding the model representation of clouds based on visible and infrared satellite observations
Geiss, S., Scheck, L., de Lozar, A. & Weissmann, M., 17 Aug 2021, In: Atmospheric Chemistry and Physics. 21, 16, p. 12273-12290 18 p.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
Validation of Aeolus winds using radiosonde observations and numerical weather prediction model equivalents
Martin, A., Weissmann, M., Reitebuch, O., Rennie, M., Geiss, A. & Cress, A., 18 Mar 2021, In: Atmospheric Measurement Techniques. 14, 3, p. 2167-2183 17 p.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
2020
A convective‐scale 1,000‐member ensemble simulation and potential applications
Necker, T., Geiss, S., Weissmann, M., Ruiz, J., Miyoshi, T. & Lien, GY., Apr 2020, In: Quarterly Journal of the Royal Meteorological Society. 146, 728, p. 1423-1442 20 p.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
Assimilating visible and infrared radiances in idealized simulations of deep convection
Schröttle, J., Weissmann, M., Scheck, L. & Hutt, A., 1 Nov 2020, In: Monthly Weather Review. 148, 11, p. 4357-4375 19 p.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
Assimilating visible satellite images for convective‐scale numerical weather prediction: A case‐study
Scheck, L., Weissmann, M. & Bach, L., Oct 2020, In: Quarterly Journal of the Royal Meteorological Society. 146, 732, p. 3165-3186 22 p.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
Assimilation of SEVIRI Water Vapor Channels With an Ensemble Kalman Filter on the Convective Scale
Hutt, A., Schraff, C., Anlauf, H., Bach, L., Baldauf, M., Bauernschubert, E., Cress, A., Faulwetter, R., Fundel, F., Köpken-Watts, C., Reich, H., Schomburg, A., Schröttle, J., Stephan, K., Stiller, O., Weissmann, M. & Potthast, R., 12 Mar 2020, In: Frontiers in Earth Science. 8, 18 p., 70.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
First Results from the German Cal/Val Activities for Aeolus
Baars, H., Geiss, A., Wandinger, U., Herzog, A., Engelmann, R., Bühl, J., Radenz, M., Seifert, P., Ansmann, A., Martin, A., Leinweber, R., Lehmann, V., Weissmann, M., Cress, A., Filioglou, M., Komppula, M. & Reitebuch, O., 2020, In: The European physical journal. Web of conferences : proceedings. 237Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
Predictability of Deep Convection in Idealized and Operational Forecasts: Effects of Radar Data Assimilation, Orography, and Synoptic Weather Regime
Bachmann, K., Weissmann, M., Keil, C., Craig, G. C. & Welzbacher, C. A., 1 Jan 2020, In: Monthly Weather Review. 148, 1, p. 63-81 19 p.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
Sampling Error Correction Evaluated Using a Convective-Scale 1000-Member Ensemble
Necker, T., Weissmann, M., Ruckstuhl, Y., Anderson, J. & Miyoshi, T., Mar 2020, In: Monthly Weather Review. 148, 3, p. 1229–1249 21 p.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
The Impact of Dropsonde and Extra Radiosonde Observations during NAWDEX in Autumn 2016
Schindler, M., Weissmann, M., Schäfler, A. & Radnoti, G., 1 Feb 2020, In: Monthly Weather Review. 148, 2, p. 809-824 16 p.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
2019
Impact of radar data assimilation and orography on predictability of deep convection
Bachmann, K., Keil, C. & Weißmann, M., Jan 2019, In: Quarterly Journal of the Royal Meteorological Society. 145, 718, p. 117-130 14 p.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
Site-specific assessment of mechanical loads on photovoltaic modules from meteorological reanalysis data
Camus, C., Offermann, P., Weissmann, M., Buerhop, C., Hauch, J. & Brabec, C. J., 2019, In: Solar Energy. 188, p. 1134-1145 12 p.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
2018
Efficient Methods to Account for Cloud-Top Inclination and Cloud Overlap in Synthetic Visible Satellite Images
Scheck, L., Weissmann, M. & Mayer, B., 1 Mar 2018, In: Journal of Atmospheric and Oceanic Technology. 35, 3, p. 665–685 21 p.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
Messkampagnen im Projekt METPVNET zur Verbesserung der PV- Erzeugungsprognose auf Verteilnetzebene
Schirrmeister, C., Barry, J., Buchmann, T., Deneke, H., Ernst, B., Geiss, S., Gödde, F., Hermann-Czezuch, A., Hofbauer, P., Killinger, S., Mayer, B., Müller, B., Neher, I., Pfeilsticker, K., Rindt, B., Schroedter-Homscheidt, M., Tirpitz, J-L., Weissmann, M., Witthuhn, J., Zinner, T., & 1 others, 2018.Publications: Contribution to conference › Other contribution to conference
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Survey of data assimilation methods for convective-scale numerical weather prediction at operational centres
Gustafsson, N., Janjic-Pfander, T., Schraff, C., Leuenberger, D., Weissmann, M., Reich, H., Brousseau, P., Montmerle, T., Wattrelot, E., Bučánek, A., Mile, M., Hamdi, R., Lindskog, M., Barkmeijer, J., Dahlbom, M., Macpherson, B., Ballard, S., Inverarity, G., Carley, J., Alexander, C., & 4 others, Apr 2018, In: Quarterly Journal of the Royal Meteorological Society. 144, 713, p. 1218-1256 39 p.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
The importance of appropriate verification metrics for the assessment of observation impact in a convection‐permitting modelling system
Necker, T., Weissmann, M. & Sommer, M., Jul 2018, In: Quarterly Journal of the Royal Meteorological Society. 144, 714, p. 1667-1680 14 p.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
2017
Observation impact in short-range ensemble forecasts
Necker, T., Weissmann, M. & Sommer, M., 2017, In: Geophysical Research Abstracts. 19Publications: Contribution to journal › Meeting abstract/Conference paper
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2016
Ensemble-based approximation of observation impact using an observation-based verification metric
Sommer, M. & Weissmann, M., 2016, In: Tellus. Series A: Dynamic Meteorology and Oceanography. 68, 1, 27885.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
Error model for the assimilation of cloud-affected infrared satellite observations in an ensemble data assimilation system
Harnisch, F., Weissmann, M. & Periáñez, Á., 1 Apr 2016, In: Quarterly Journal of the Royal Meteorological Society. 142, 697, p. 1797-1808 12 p.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
HErZ: The German Hans-Ertel Centre for Weather Research
Simmer, C., Adrian, G., Sarah Jones, S., Wirth, V., Göber, M., Hohenegger, C., Janjic-Pfander, T., Keller, J., Ohlwein, C., Seifert, A., Trömel, S., Ulbrich, T., Wapler, K., Weissmann, M., Keller, J., Masbou, M., Meilinger, S., Riß, N., Schomburg, A., Vormann, A., & 1 others, Jun 2016, In: Bulletin of the American Meteorological Society. 97, 6, p. 1057-1068 12 p.Publications: Contribution to journal › Article › Peer Reviewed
Open Access -
Lidar-Based Height Correction for the Assimilation of Atmospheric Motion Vectors
Folger, K. & Weissmann, M., 2016, In: Journal of Applied Meteorology and Climatology. 55, 10, p. 2211-2227 17 p.Publications: Contribution to journal › Article › Peer Reviewed
Open Access