Artikel

• 

  Cheng, Sibo ; Quilodrán-Casas, César ; Ouala, Said ; Farchi, Alban ; Liu, Che ; Tandeo, Pierre ; Fablet, Ronan ; Lucor, Didier ; Iooss, Bertrand ; Brajard, Julien ; Xiao, Dunhui ; Janjić, Tijana ; Ding, Weiping ; Guo, Yike ; Carrassi, Alberto ; Bocquet, Marc ; Arcucci, Rossella:
  Machine Learning with Data Assimilation and Uncertainty Quantification for Dynamical Systems : a Review.
  In: IEEE/CAA Journal of Automatica Sinica. 10 (2023) 6. - S. 1361-1387.
  ISSN 2329-9266
  10.1109/JAS.2023.123537
  (Peer-Review-Journal)
• 

  

  Janjić, Tijana ; Lukáčová-Medviďová, Maria ; Ruckstuhl, Yvonne ; Wiebe, Bettina:
  Comparison of uncertainty quantification methods for cloud simulation.
  In: Quarterly journal of the Royal Meteorological Society. 149 (2023) 756. - S. 2895-2910.
  ISSN 1477-870x ; 0035-9009
  10.1002/qj.4537
  (Peer-Review-Journal)
• 

  

  Jung, Hyunju ; Knippertz, Peter ; Ruckstuhl, Yvonne ; Redl, Robert ; Janjić, Tijana ; Hoose, Corinna:
  Understanding the dependence of mean precipitation on convective treatment and horizontal resolution in tropical aquachannel experiments.
  In: Weather and climate dynamics : an interactive open-access journal of the European. 4 (2023) 4. - S. 1111-1134.
  ISSN 2698-4016 ; 2698-4008
  10.5194/wcd-4-1111-2023
  (Peer-Review-Journal)
• 

  

  Gleiter, Tabea ; Janjić, Tijana ; Chen, Nan:
  Ensemble Kalman Filter based Data Assimilation for Tropical Waves in the MJO Skeleton Model.
  In: Quarterly journal of the Royal Meteorological Society. (11. Januar 2022). - 29 S.
  ISSN 1477-870x ; 0035-9009
  10.1002/qj.4245
  (Peer-Review-Journal)
• 

  

  Legler, Stefanie ; Janjić, Tijana:
  Combining data assimilation and machine learning to estimate parameters of a convective-scale model.
  In: Quarterly journal of the Royal Meteorological Society. (20. Dezember 2021). - 15 S.
  ISSN 1477-870x ; 0035-9009
  10.1002/qj.4235
  (Peer-Review-Journal)
• 

  

  Trömel, Silke ; Simmer, Clemens ; Blahak, Ulrich ; Blanke, Armin ; Ewald, Florian ; Frech, Michael ; Gergely, Mathias ; Hagen, Martin ; Hörnig, Sabine ; Janjić, Tijana ; Kalesse, Heike ; Kneifel, Stefan ; Knote, Christoph ; Mendrok, Jana ; Moser, Manuel ; Möller, Gregor ; Mühlbauer, Kai ; Myagkov, Alexander ; Pejcic, Velibor ; Seifert, Patric ; Shrestha, Prabhakar ; Teisseire, Audrey ; von Terzi, Leonie ; Tetoni, Eleni ; Vogl, Teresa ; Voigt, Christiane ; Zeng, Yuefei ; Zinner, Tobias ; Quaas, Johannes:
  Overview: Fusion of Radar Polarimetry and Numerical Atmospheric Modelling Towards an Improved Understanding of Cloud and Precipitation Processes.
  In: Atmospheric chemistry and physics. 21 (2021) 23. - S. 17291-17314.
  ISSN 1680-7324 ; 1680-7316
  10.5194/acp-21-17291-2021
  (Peer-Review-Journal)
• 

  

  Zeng, Yuefei ; Janjić, Tijana ; Feng, Yuxuan ; Blahak, Ulrich ; de Lozar, Alberto ; Bauernschubert, Elisabeth ; Stephan, Klaus ; Min, Jinzhong:
  Interpreting estimated observation error statistics of weather radar measurements using the ICON-LAM-KENDA system.
  In: Atmospheric measurement techniques. 14 (2021) 8. - S. 5735-5756.
  ISSN 1867-8548 ; 1867-1381
  10.5194/amt-14-5735-2021
  (Peer-Review-Journal)
• 

  Zeng, Yuefei ; Janjić, Tijana ; de Lozar, Alberto ; Welzbacher, Christian A. ; Blahak, Ulrich ; Seifert, Axel:
  Assimilating radar radial wind and reflectivity data in an idealized setup of the COSMO-KENDA system.
  In: Atmospheric research. 249 (2021): 105282.
  ISSN 0169-8095
  10.1016/j.atmosres.2020.105282
  (Peer-Review-Journal)
• 

  

  Craig, George C. ; Fink, Andreas H. ; Hoose, Corinna ; Janjić, Tijana ; Knippertz, Peter ; Laurian, Audine ; Lerch, Sebastian ; Mayer, Bernhard ; Miltenberger, Annette ; Redl, Robert ; Riemer, Michael ; Tempes, Kirsten I. ; Wirth, Volkmar:
  Waves to Weather : Exploring the Limits of Predictability of Weather.
  In: Bulletin of the American Meteorological Society. 102 (2021) 11. - E2151-E2164 .
  ISSN 0003-0007 ; 1520-0477
  10.1175/BAMS-D-20-0035.1
  (Peer-Review-Journal)
• 

  

  Janjić, Tijana ; Zeng, Yuefei:
  Weakly constrained LETKF for estimation of hydrometeor variables in convective-scale data assimilation.
  In: Geophysical research letters. (2021).
  ISSN 1944-8007
  10.1029/2021GL094962
  (Peer-Review-Journal)
• 

  

  Zeng, Yuefei ; de Lozar, Alberto ; Janjić, Tijana ; Seifert, Axel:
  Applying a new integrated mass-flux adjustment filter in rapid update cycling of convective-scale data assimilation for the COSMO model.
  In: Geoscientific model development. 14 (2021) 3. - S. 1295-1307.
  ISSN 1991-9603 ; 1991-959x
  10.5194/gmd-14-1295-2021
  (Peer-Review-Journal)
• 

  

  Feng, Yuxuan ; Janjić, Tijana ; Zeng, Yuefei ; Seifert, Axel ; Min, Jinzhong:
  Representing Microphysical Uncertainty in Convective-scale Data Assimilation using Additive Noise.
  In: Journal of advances in modeling earth systems. 13 (2021) 10: e2021MS002606. - 21 S.
  ISSN 1942-2466
  10.1029/2021MS002606
  (Peer-Review-Journal)
• 

  

  Ruckstuhl, Yvonne ; Janjić, Tijana ; Rasp, Stephan Rasp:
  Training a convolutional neural network to conserve mass in data assimilation.
  In: Nonlinear processes in geophysics. 28 (2021) 1. - S. 111-119.
  ISSN 1607-7946 ; 1023-5809
  10.5194/npg-28-111-2021
  (Peer-Review-Journal)
• 

  

  Janjić, Tijana ; Ruckstuhl, Yvonne ; Toint, Philippe L.:
  A data assimilation algorithm for predicting rain.
  In: Quarterly journal of the Royal Meteorological Society. 147 (2021) 736. - S. 1949-1963.
  ISSN 1477-870x ; 0035-9009
  10.1002/qj.4004
  (Peer-Review-Journal)
• 

  

  Ruckstuhl, Yvonne ; Janjić, Tijana:
  Combined State-Parameter Estimation with the LETKF for Convective-Scale Weather Forecasting.
  In: Monthly weather review. 148 (2020) 4. - S. 1607-1628.
  ISSN 0027-0644 ; 1520-0493
  10.1175/MWR-D-19-0233.1
  (Peer-Review-Journal)
• 

  

  Zeng, Yuefei ; Janjić, Tijana ; de Lozar, Alberto ; Rasp, Stephan ; Blahak, Ulrich ; Seifert, Axel ; Craig, George C.:
  Comparison of Methods Accounting for Subgrid-Scale Model Error in Convective-Scale Data Assimilation.
  In: Monthly weather review. 148 (2020) 6. - S. 2457-2477.
  ISSN 0027-0644 ; 1520-0493
  10.1175/MWR-D-19-0064.1
  (Peer-Review-Journal)
• 

  

  Zeng, Yuefei ; Janjić, Tijana ; Sommer, Matthias ; de Lozar, Alberto ; Blahak, Ulrich ; Seifert, Axel:
  Representation of Model Error in Convective-Scale Data Assimilation : Additive Noise Based on Model Truncation Error.
  In: Journal of advances in modeling earth systems. 11 (2019) 3. - S. 752-770.
  ISSN 1942-2466
  10.1029/2018MS001546
  (Peer-Review-Journal)
• 

  

  Zeng, Yuefei ; Janjić, Tijana ; de Lozar, Alberto ; Blahak, Ulrich ; Reich, Hendrik ; Keil, Christian ; Seifert, Axel:
  Representation of Model Error in Convective-Scale Data Assimilation : Additive Noise, Relaxation Methods, and Combinations.
  In: Journal of advances in modeling earth systems. 10 (2018) 11. - S. 2889-2911.
  ISSN 1942-2466
  10.1029/2018MS001375
  (Peer-Review-Journal)
• 

  Ruckstuhl, Yvonne M. ; Janjić, Tijana:
  Parameter and state estimation with ensemble Kalman filterbased algorithms for convective-scale applications.
  In: Quarterly journal of the Royal Meteorological Society. 144 (2018) 712. - S. 826-841.
  ISSN 1477-870x ; 0035-9009
  10.1002/qj.3257
  (Peer-Review-Journal)
• 

  Janjić, Tijana ; Potthast, Roland ; Van Leeuwen, Peter Jan:
  Editorial for "Advances in Data Assimilation Methods".
  In: Quarterly journal of the Royal Meteorological Society. 144 (2018) 713. - S. 1189-1190.
  ISSN 1477-870x ; 0035-9009
  10.1002/qj.3382
  (Peer-Review-Journal)
• 

  

  Gustafsson, Nils ; Janjić, Tijana ; Schraff, Christoph ; Leuenberger, Daniel ; Weissmann, Martin ; Reich, Hendrik ; Brousseau, Pierre ; Montmerle, Thibaut ; Wattrelot, Eric ; Bučánek, Antonín ; Mile, Máté ; Hamdi, Rafiq ; Lindskog, Magnus ; Barkmeijer, Jan ; Dahlbom, Mats ; Macpherson, Bruce ; Ballard, Sue ; Inverarity, Gordon ; Carley, Jacob ; Curtis, Alexander ; Dowell, David ; Liu, Shun ; Ikuta, Yasutaka ; Fujita, Tadashi:
  Survey of data assimilation methods for convective-scale numerical weather prediction at operational centres.
  In: Quarterly journal of the Royal Meteorological Society. 144 (2018) 713. - S. 1218-1256.
  ISSN 1477-870x ; 0035-9009
  10.1002/qj.3179
  (Peer-Review-Journal)
• 

  

  Janjić, Tijana ; Bormann, N. ; Bocquet, Marc ; Carton, J. A. ; Cohn, Stephen E. ; Dance, Sarah L. ; Losa, Svetlana N. ; Nichols, Nancy K. ; Potthast, Roland ; Waller, Joanne A. ; Weston, P.:
  On the representation error in data assimilation.
  In: Quarterly journal of the Royal Meteorological Society. 144 (2018) 713. - S. 1257-1278.
  ISSN 1477-870x ; 0035-9009
  10.1002/qj.3130
  (Peer-Review-Journal)
• 

  

  Sommer, Matthias ; Janjić, Tijana:
  A flexible additive inflation scheme for treating model error in ensemble Kalman filters.
  In: Quarterly journal of the Royal Meteorological Society. 144 (2018) 716. - S. 2026-2037.
  ISSN 1477-870x ; 0035-9009
  10.1002/qj.3254
  (Peer-Review-Journal)
• 

  Zeng, Yuefei ; Janjić, Tijana ; Ruckstuhl, Yvonne ; Verlaan, Martin:
  Ensemble-type Kalman filter algorithm conserving mass, total energy and enstrophy.
  In: Quarterly journal of the Royal Meteorological Society. 143 (2017) 708. - S. 2902-2914.
  ISSN 1477-870x ; 0035-9009
  10.1002/qj.3142
  (Peer-Review-Journal)
• 

  Lange, Heiner ; Craig, George C. ; Janjić, Tijana:
  Characterizing noise and spurious convection in convective data assimilation.
  In: Quarterly journal of the Royal Meteorological Society. 143 (2017) 709. - S. 3060-3069.
  ISSN 1477-870x ; 0035-9009
  10.1002/qj.3162
  (Peer-Review-Journal)
• 

  

  Simmer, Clemens ; Adrian, Gerhard ; Jones, Sarah ; Wirth, Volkmar ; Göber, Martin ; Hohenegger, Cathy ; Janjić, Tijana ; Keller, Jan ; Ohlwein, Christian ; Seifert, Axel ; Trömel, Silke ; Ulbrich, Thorsten ; Wapler, Kathrin ; Weissmann, Martin ; Keller, Julia ; Masbou, Matthieu ; Meilinger, Stefanie ; Riß, Nicole ; Schomburg, Annika ; Vormann, Arnd ; Weingärtner, Christa:
  HErZ: The German Hans-Ertel Centre for Weather Research.
  In: Bulletin of the American Meteorological Society. 97 (2016) 6. - S. 1057-1068.
  ISSN 0003-0007 ; 1520-0477
  10.1175/BAMS-D-13-00227.1
  (Peer-Review-Journal)
• 

  

  Lange, Heiner ; Janjić, Tijana:
  Assimilation of Mode-S EHS Aircraft Observations in COSMO-KENDA.
  In: Monthly weather review. 144 (2016) 5. - S. 1697-1711.
  ISSN 0027-0644 ; 1520-0493
  10.1175/MWR-D-15-0112.1
  (Peer-Review-Journal)
• 

  

  Haslehner, Mylène ; Janjić, Tijana ; Craig, George C.:
  Testing particle filters on simple convective-scale models. Part l: A stochastic cloud model.
  In: Quarterly journal of the Royal Meteorological Society. 142 (2016) 696. - S. 1439-1452.
  ISSN 1477-870x ; 0035-9009
  10.1002/qj.2745
  (Peer-Review-Journal)
• 

  

  Haslehner, Mylène ; Janjić, Tijana ; Craig, George C.:
  Testing particle filters on simple convective-scale models. Part 2: A modified shallow-water model.
  In: Quarterly journal of the Royal Meteorological Society. 142 (2016) 697. - S. 1628-1646.
  ISSN 1477-870x ; 0035-9009
  10.1002/qj.2757
  (Peer-Review-Journal)
• 

  

  Zeng, Yuefei ; Janjić, Tijana:
  Study of conservation laws with the Local Ensemble Transform Kalman Filter.
  In: Quarterly journal of the Royal Meteorological Society. 142 (2016) 699. - S. 2359-2372.
  ISSN 1477-870x ; 0035-9009
  10.1002/qj.2829
  (Peer-Review-Journal)
• 

  Losa, Svetlana N. ; Danilov, Sergey ; Schröter, Jens ; Janjić, Tijana ; Nerger, Lars ; Janssen, Frank:
  Assimilating NOAA SST data into BSH operational circulation model for the North and Baltic Seas. Part 2. Sensitivity of the forecast's skill to the prior model error statistics.
  In: Journal of marine systems. 129 (2014). - S. 259-270.
  ISSN 0924-7963
  10.1016/j.jmarsys.2013.06.011
  (Peer-Review-Journal)
• 

  

  Weissmann, Martin ; Göber, Martin ; Hohenegger, Cathy ; Janjić, Tijana ; Keller, Jan ; Ohlwein, Christian ; Seifert, Axel ; Trömel, Silke ; Ulbrich, Thorsten ; Wapler, Kathrin ; Bollmeyer, Christoph ; Deneke, Hartwig:
  Initial phase of the Hans-Ertel Centre for Weather Research – A virtual centre at the interface of basic and applied weather and climate research.
  In: Meteorologische Zeitschrift. 23 (2014) 3. - S. 193-208.
  ISSN 0941-2948 ; 1610-1227
  10.1127/0941-2948/2014/0558
  (Peer-Review-Journal)
• 

  

  Janjić, Tijana ; McLaughlin, Dennis ; Cohn, Stephen E. ; Verlaan, Martin:
  Conservation of Mass and Preservation of Positivity with Ensemble-Type Kalman Filter Algorithms.
  In: Monthly weather review. 142 (2014) 2. - S. 755-773.
  ISSN 0027-0644 ; 1520-0493
  10.1175/MWR-D-13-00056.1
  (Peer-Review-Journal)
• 

  Albertella, Alberta ; Savcenko, Roman ; Janjić, Tijana ; Rummel, Reiner ; Bosch, Wolfgang ; Schröter, Jens:
  High resolution dynamic ocean topography in the Southern Ocean from GOCE.
  In: Geophysical journal international. 190 (2012) 2. - S. 922-930.
  ISSN 1956-540x ; 1365-246x
  10.1111/j.1365-246X.2012.05531.x
  (Peer-Review-Journal)
• 

  Janjić, Tijana ; Schröter, Jens ; Albertella, Alberta ; Bosch, Wolfgang ; Rummel, Reiner ; Savcenko, Roman ; Schwabe, Joachim ; Scheinert, Mirko:
  Assimilation of geodetic dynamic ocean topography using ensemble based Kalman filter.
  In: Journal of geodynamics. 59-60 (2012). - S. 92-98.
  ISSN 0264-3707
  10.1016/j.jog.2011.07.001
  (Peer-Review-Journal)
• 

  

  Nerger, Lars ; Janjić, Tijana ; Schröter, Jens ; Hiller, Wolfgang:
  A Unification of Ensemble Square Root Kalman Filters.
  In: Monthly weather review. 140 (2012) 7. - S. 2335-2345.
  ISSN 0027-0644 ; 1520-0493
  (Peer-Review-Journal)
• 

  

  Janjić, Tijana ; Schröter, Jens ; Savcenko, Roman ; Bosch, Wolfgang ; Albertella, Alberta ; Rummel, Reiner ; Klatt, Olaf:
  Impact of combining GRACE and GOCE gravity data on ocean circulation estimates.
  In: Ocean science. 8 (2012). - S. 65-79.
  ISSN 1812-0784 ; 1812-0792
  10.5194/os-8-65-2012
  (Peer-Review-Journal)
• 

  

  Nerger, Lars ; Janjić, Tijana ; Schröter, Jens ; Hiller, Wolfgang:
  A regulated localization scheme for ensemble-based Kalman filters.
  In: Quarterly journal of the Royal Meteorological Society. 138 (2012) 664. - S. 802-812.
  ISSN 1477-870x ; 0035-9009
  10.1002/qj.945
  (Peer-Review-Journal)
• 

  

  Janjić, Zaviša I. ; Janjić, Tijana ; Vasic, Ratko:
  A class of conservative fourth-order advection schemes and impact of enhanced formal accuracy on extended-range forecasts.
  In: Monthly weather review. 139 (2011) 5. - S. 1556-1568.
  ISSN 0027-0644 ; 1520-0493
  10.1175/2010MWR3448.1
  (Peer-Review-Journal)
• 

  

  Janjić, Tijana ; Nerger, Lars ; Albertella, Alberta ; Schröter, Jens ; Skachko, Sergey:
  On Domain Localization in Ensemble-Based Kalman Filter Algorithms.
  In: Monthly weather review. 139 (2011) 7. - S. 2046-2060.
  ISSN 0027-0644 ; 1520-0493
  10.1175/2011MWR3552.1
  (Peer-Review-Journal)
• 

  

  Janjić, Tijana ; Schröter, Jens ; Savcenko, Roman ; Bosch, Wolfgang ; Albertella, Alberta ; Rummel, Reiner ; Klatt, Olaf:
  Impact of combining GRACE and GOCE gravity data on ocean circulation estimates.
  In: Ocean science discussions. 8 (2011). - S. 1535-1573.
  ISSN 1812-0806 ; 1812-0806
  (Peer-Review-Journal)
• 

  

  Loza, Svetlana ; Nerger, Lars ; Janjić, Tijana ; Schröter, Jens ; Janssen, Frank:
  Entwicklung und Implementierung eines Verfahrens zur Datenassimilation von Fernerkundungsdaten in ein operationelles Modell für die Nord- und Ostsee (DOM).
  In: Jahresbericht / DeMarine Umwelt. 2009-2010. Operationalisierung mariner GMES-Dienste in Deutschland (2010). - S. 57-68.
  hdl:10013/epic.38015
• 

  

  Rollenhagen, Katja ; Timmermann, Ralph ; Janjić, Tijana ; Schröter, Jens ; Danilov, Sergey:
  Assimilation of sea ice motion in a finite‐element sea ice model.
  In: Journal of geophysical research. Oceans. 114 (2009) C5.
  ISSN 2169-9275 ; 2169-9291
  10.1029/2008JC005067
  (Peer-Review-Journal)
• 

  

  Skachko, Sergey ; Danilov, Sergey ; Janjić, Tijana ; Schröter, Jens ; Sidorenko, Dmitry ; Savcenko, Roman ; Bosch, Wolfgang:
  Sequential assimilation of multi-mission dynamical topography into a global finite-element ocean model.
  In: Ocean science. 4 (2008). - S. 307-318.
  ISSN 1812-0784 ; 1812-0792
  (Peer-Review-Journal)
• 

  

  Janjić, Tijana ; Cohn, Stephen E.:
  Treatment of Observation Error due to Unresolved Scales in Atmospheric Data Assimilation.
  In: Monthly weather review. 134 (2006) 10. - S. 2900-2915.
  ISSN 0027-0644 ; 1520-0493
  10.1175/MWR3229.1
  (Peer-Review-Journal)
• 

  

  Wulfmeyer, Volker ; Janjić, Tijana:
  Twenty-Four-Hour Observations of the Marine Boundary Layer Using Shipborne NOAA High-Resolution Doppler Lidar.
  In: Journal of applied meteorology and climatology. 44 (2005) 11. - S. 1723-1744.
  ISSN 1558-8424 ; 1558-8432
  10.1175/JAM2296.1
  (Peer-Review-Journal)
• 

  

  Janjić, Tijana:
  Comments on ‘A finite-volume integration method for computing pressure gradient force in general vertical coordinates’ by Shian-Jiann Lin (July B, 1997, 123, 1749-1762).
  In: Quarterly journal of the Royal Meteorological Society. 124 (1998) 551. - S. 2527-2529.
  ISSN 1477-870x ; 0035-9009
  (Peer-Review-Journal)

Buch

• Janjić, Tijana:
  Data assimilation for atmospheric and oceanic applications from the models perspective.
  München, 2015
• Janjić, Tijana:
  Error due to Unresolved Scales in Estimation Problems for Atmospheric Data Assimilation.
  University of Maryland, College Park, USA., 2001

Aufsatz in einem Buch

• 

  Albertella, Alberta ; Savcenko, Roman ; Janjić, Tijana ; Rummel, Reiner ; Bosch, Wolfgang ; Schröter, Jens:
  Mean Dynamic Ocean Topography in the Southern Ocean from GRACE and GOCE and Multi-mission Altimeter Data.
  In: Rizos, Chris ; Willis, Pascal (Hrsg.): Earth on the Edge : Science for a Sustainable Planet. - Berlin ; Heidelberg : Springer, 2016. - S. 81-87. - (International Association of Geodesy Symposia ; 139)
  ISBN 9783642372216
  10.1007/978-3-642-37222-3_10
  (Begutachteter Beitrag / peer-reviewed paper)
• 

  

  Janjić, Tijana ; Lange, Heiner ; Ruckstuhl, Yvonne ; Zeng, Yuefei:
  Approaches to convective scale data assimilation.
  In: Steinle, Peter ; Dharssi, Imtiaz ; Gottwald, Georg ; et al. (Hrsg.): Data assimilation – Abstracts of the tenth CAWCR Workshop 5-9 December 2016, Melbourne, Australia. - Melbourne : Australian Government, Bureau of Meteorology, 2016. - S. 41-44. - (Bureau Research Reports ; 017)
  ISBN 978-0-642-70683-6
• 

  Žagar, Nedjeljka ; Bojarova, Jelena ; Gustafsson, Nils ; Janjić, Tijana ; Marseille, Gert-Jan ; Rennie, Michael ; Stoffelen, Ad ; Šavli, Matic:
  Mesoscale data assimilation and the role of winds in limited-area models for NWP in Europe.
  In: Workshop on Wind Profiles and Mesoscale Data Assimilation, 19-20 September 2016. - Ljublijana, Slowenien, 2016
• 

  Janjić, Tijana ; McLaughlin, Dennis ; Cohn, Stephen E.:
  Preservation of physical properties with ensemble based Kalman filter algorithms.
  In: Griewank, Andreas ; Reich, Sebastian ; Roulstone, Ian ; Stuart, Andrew (Hrsg): Mathematical and Algorithmic Aspects of Atmosphere-Ocean Data Assimilation. - Oberwolfach : EMS Publishing House, 2012. - S. 3433-3436. - (Oberwolfach Reports ; 9,4)
  10.4171/OWR/2012/58
• Albertella, Alberta ; Savcenko, Roman ; Janjić, Tijana ; Rummel, Reiner ; Bosch, Wolfgang ; Schröter, Jens:
  Mean Dynamic Ocean Topography in the Southern hemisphere from GRACE and GOCE and multi-mission altimeter data.
  In: Proceedings of IUGG, Melbourne, 28th June - 7th of July, 2011. - Melbourne, Australia, 2012
• 

  Albertella, Alberta ; Rummel, Reiner ; Savcenko, Roman ; Bosch, Wolfgang ; Janjić, Tijana ; Schröter, Jens ; Gruber, Thomas ; Bouman, Johannes:
  Dynamic Ocean Topography from GOCE : Some Preparatory Attempts.
  In: Proceedings of ESA Living Planet Symposium, held on 28 June - 2 July 2010 at Bergen in Norway. - Bergen, Norway, 2010
• 

  

  Janjić, Tijana ; Albertella, Alberta ; Skachko, Sergey ; Schröter, Jens ; Rummel, Reiner:
  Observational error covariance specification in ensemble based Kalman filter algorithms.
  In: Proceedings of 5th WMO Symposium on the Assimilation of Observations for Meteorology, Oceanography and Hydrology, Melbourne 5-9 October 2009. - Melbourne, Australia, 2009
  hdl:10013/epic.33723
• 

  Janjić, Tijana ; Wulfmeyer, Volker:
  High-Resolution Studies of Transport Processes in the Atmospheric Boundary Layer Using the Synergy of Large Eddy Simulation and Measurements of Advanced Lidar Systems.
  In: Krause, Egon ; Jäger, Willi ; Resch, Michael (Hrsg.): High Performance Computing in Science and Engineering 2003 : Transactions of the High Performance Computing Center Stuttgart (HLRS) 2003. - Berlin ; Heidelberg : Springer, 2003. - 01-10
  ISBN 978-3-642-55876-4
  10.1007/978-3-642-55876-4_1
  (Begutachteter Beitrag / peer-reviewed paper)

Preprint, Working paper, Diskussionspapier

• Legler, Stefanie ; Janjić, Tijana ; Shaker, Mohammad Hossein ; Hüllermeier, Eyke:
  Machine learning for estimating parameters of a convective-scale model : a comparison of neural networks and random forests.
  Proceedings – 32. Workshop Computational Intelligence: Berlin, 1. - 2. Dezember 2022, 2022
  https://www.ksp.kit.edu/books/e/10.58895/ksp/1000151141