Robuta

https://impacts.ucar.edu/en/publications/on-using-data-assimilation-in-dispersion-modeling/ On using data assimilation in dispersion modeling - Impacts @ NSF NCAR and UCAR using data https://www.cordis.europa.eu/project/id/101004032/results/de Services based on Ecosystem data AssiMiLation: Essential Science and Solutions | SEAMLESS | Projekt... Deliverables, publications, datasets, software, exploitable results science and solutionsdata assimilation https://comp.anu.edu.au/study/projects/computing-internship-precipitation-nowcasting-for-australia-through-ai-data-assimilation/ Computing internship - Precipitation Nowcasting for Australia through AI Data Assimilation | ANU... Apr 24, 2026 - This position is offered through the ANU Computing Internship courses (COMP4820 / COMP8830). for australiathrough aidata assimilationcomputinginternship https://forum.mmm.ucar.edu/threads/wrf-upgrades-data-assimilation-and-model.15360/ WRF upgrades (data assimilation and model) | WRF & MPAS-A Support Forum Hi community, please I am trying to understand and keep track of WRF upgrades (data assimilation and model), where can I find this information with some... data assimilationwrfupgradesmodelmpas https://impacts.ucar.edu/en/publications/an-optimal-linear-transformation-for-data-assimilation/ An Optimal Linear Transformation for Data Assimilation - Impacts @ NSF NCAR and UCAR for data https://research.monash.edu/en/projects/data-assimilation-access-project-number-8/ Data Assimilation (Access Project Number 8) - Monash University data assimilationaccess projectnumbermonashuniversity https://impacts.ucar.edu/en/publications/data-assimilation-for-the-model-for-prediction-across-scales-atmo/ Data assimilation for the Model for Prediction Across Scales - Atmosphere with the Joint Effort for... data assimilationfor the https://da.cira.colostate.edu/news/featured-articles/ Featured Articles | Data Assimilation & Prediction featured articlesdata assimilationprediction https://forum.mmm.ucar.edu/threads/data-assimilation-in-mpas.13229/ Data Assimilation in MPAS | WRF & MPAS-A Support Forum I want to initialize the model at 1st January and run it for 1 year. I think in that case we need to add data assimilation to the model. I have seen in the... data assimilationmpaswrfsupportforum https://sealevel.nasa.gov/science-team/projects/project-4 Combining multi-satellite observations, modeling and Earth system data assimilation for... Visit NASA's portal for an in-depth look at the science behind sea level change. satellite observationsearth systemdata assimilationcombiningmulti https://coastalmodeling.earth.miami.edu/research-projects/gulf-of-mexico/navy-coupled-ocean-data-assimilation/index.html Navy Coupled Ocean Data Assimilation | Coastal and Shelf Modeling | University of Miami Navy Coupled Ocean Data Assimilation, Coastal and Shelf Modeling, University of Miami ocean data https://www2.acom.ucar.edu/opensky-publications/articles:44830/the-data-assimilation-research-testbed-a-robust-scalable-software-facility-with-groundbreaking-capabilities-for-model-data-integration The data assimilation research testbed: a robust, scalable software facility with groundbreaking... the data https://impacts.ucar.edu/en/publications/data-assimilation-retrieval-of-electron-density-profiles-from-rad/ Data assimilation retrieval of electron density profiles from radio occultation measurements -... data assimilationradio occultationretrievalelectron https://meetings-archive.aps.org/dfd/2025/k10/9/ Modeling Partially Observed Nonlinear Dynamical Systems and Efficient Data Assimilation via... A conditional Gaussian Koopman network (CGKN) is developed in this work to learn surrogate models that can perform efficient state forecast and data assimilatio dynamical systemsdata assimilationmodelingpartiallyobserved https://www.cisl.ucar.edu/opensky-publications/conference:3697/the-latest-from-the-data-assimilation-research-testbed-new-algorithms-for-non-gaussian-distributions-and-sampling-errors-new-memory-management-for-larger-models-and-faster-execution-new-model-and-o The latest from the Data Assimilation Research Testbed: New algorithms for non-gaussian... the latest fromdata assimilation https://arxiv.org/abs/2511.02286v1 [2511.02286v1] Reinforcement learning based data assimilation for unknown state model Abstract page for arXiv paper 2511.02286v1: Reinforcement learning based data assimilation for unknown state model reinforcement learningdata assimilationbased https://opencat.library.ucar.edu/cgi-bin/koha/opac-detail.pl?biblionumber=47530 Details for: Data assimilation in meteorology and oceanography : theory and practice : a collection... for data https://www.cisl.ucar.edu/opensky-publications/articles:42544/bounded-and-categorized-targeting-data-assimilation-for-sea-ice-fractional-coverage-and-nonnegative-quantities-in-a-single-column-multi-category-sea-ice-model Bounded and categorized: Targeting data assimilation for sea ice fractional coverage and... data assimilationsea iceboundedcategorizedtargeting https://repository.library.noaa.gov/view/noaa/1728 Development of an East Coast water level data assimilation model east coastwater leveldata assimilationdevelopmentmodel https://mediaserver.unige.ch/play/125097 Mediaserver - A detectability criterion for sequential data assimilation.mp4 Mediaserver - A detectability criterion for sequential data assimilation.mp4 data assimilationmediaservercriterionsequential https://impacts.ucar.edu/en/datasets/cam6-data-assimilation-research-testbed-dart-reanalysis/ CAM6 Data Assimilation Research Testbed (DART) Reanalysis - Impacts @ NSF NCAR and UCAR data assimilation https://www2.hao.ucar.edu/events/colloquium/2022-07-06 Storm-Time Atmosphere-Ionosphere-Magnetosphere Coupling with Data Assimilation | High Altitude... data assimilationstormtimeatmosphereionosphere https://impacts.ucar.edu/en/activities/improving-whole-atmosphere-data-assimilation-through-increasing-o/ Improving whole atmosphere data assimilation through increasing observations and algorithmic... data assimilationimprovingwholeatmosphereincreasing https://impacts.ucar.edu/en/publications/ensemble-based-data-assimilation/ Ensemble-based data assimilation - Impacts @ NSF NCAR and UCAR data assimilationnsf ncarensemblebasedimpacts https://research.utwente.nl/en/publications/continuous-data-assimilation-closure-for-modeling-statistically-s/ Continuous data assimilation closure for modeling statistically steady turbulence in large-eddy... continuous data https://epic.noaa.gov/data-assimilation-consortium/ NOAA Data Assimilation Consortium Launched - Earth Prediction Innovation Center Jul 6, 2024 - Biden-Harris Administration announces $6.6M for new Data Assimilation Consortium to improve weather forecasting through Investing in America agenda. Research... data assimilationnoaaconsortiumlaunchedearth https://warwick.ac.uk/fac/sci/maths/research/events/2009_2010/workshops/data_assim/ Reading-Warwick Data Assimilation Day data assimilationreadingwarwickday https://research.monash.edu/en/publications/data-assimilation-of-volcanic-aerosol-observations-using-fall3dpd/ Data assimilation of volcanic aerosol observations using FALL3D+PDAF - Monash University data assimilationvolcanicaerosol https://egusphere.copernicus.org/preprints/2024/egusphere-2024-3613/ EGUsphere - Long-window hybrid variational data assimilation methods for chaotic climate models... data assimilation https://ess.science.energy.gov/abstract/beyond-data-assimilation-a-hypothesis-driven-model-experiment-modex-approach-to-predictive-modeling-of-sediment-respiration-across-the-continental-u-s/ Beyond Data Assimilation: A Hypothesis-Driven Model-Experiment (ModEx) Approach to Predictive... beyond data https://npg.copernicus.org/articles/32/293/2025/npg-32-293-2025.html NPG - Ensemble-based model predictive control using data assimilation techniques Abstract. Model predictive control (MPC) is an optimization-based control framework for linear and nonlinear systems. MPC estimates control inputs by iterative... model predictive controlusing datanpgensemblebased https://books.google.be/books?id=Uqc7zC7NULMC&printsec=frontcover&hl=fr&source=gbs_ge_summary_r&redir_esc=y Atmospheric Modeling, Data Assimilation and Predictability - Eugenia Kalnay - Google Livres This comprehensive text and reference work on numerical weather prediction covers for the first time, not only methods for numerical modeling, but also the... modeling dataatmosphericassimilationpredictabilityeugenia https://tds.marine.rutgers.edu/erddap/info/ROMS_PIONEERDA_OBS_PIONEER/index.html ERDDAP - Information about ROMS observation file,Nested Pioneer data assimilation, PIONEER grid.,... information aboutdata assimilationerddapromsobservation https://en.wikipedia.org/wiki/Data_assimilation Data assimilation - Wikipedia data assimilationwikipedia https://www.mmm.ucar.edu/events/seminar/2024/dr-steven-greybush-133181 Advancing Snowstorm and Severe Weather Predictability using Ensemble Data Assimilation and AI |... severe weatherdata assimilationadvancingsnowstorm https://www.cordis.europa.eu/project/id/101004032 Services based on Ecosystem data AssiMiLation: Essential Science and Solutions | SEAMLESS | Project... The ocean provides us with vital climate and food services by absorbing 30% of anthropogenic carbon emissions and supplying 17% of animal proteins to the... science and solutionsdata assimilation https://www.physics.utoronto.ca/research/eapp/brewer-wilson-seminar-series/co-data-assimilation-using-a-weak-constraint-4d-var-system/ CO data assimilation using a weak-constraint 4D-Var system The Department of Physics at the University of Toronto offers a breadth of undergraduate programs and research opportunities unmatched in Canada and you are... data assimilationcousingweakvar https://www.ideals.illinois.edu/items/116088 Modeling volcanic unrest by data assimilation | IDEALS by datamodelingvolcanicunrestassimilation https://epic.noaa.gov/eventsposts/cadre-epic-data-assimilation-training/ CADRE-EPIC Data Assimilation Training - Earth Prediction Innovation Center Jan 27, 2026 - June 4-6, 2025 - The Consortium for Advanced Data Assimilation Research and Education (CADRE), in partnership with the NOAA Earth Prediction Innovation Center... data assimilationcadreepictrainingearth https://impacts.ucar.edu/en/publications/temporal-comparisons-involving-paleoclimate-data-assimilation-cha/ Temporal Comparisons Involving Paleoclimate Data Assimilation: Challenges and Remedies - Impacts @... data assimilationtemporalcomparisonsinvolvingpaleoclimate https://da.cira.colostate.edu/completed-ensemble-data-assimilation-research-for-hurricane-forecasting/ (COMPLETED) Ensemble Data Assimilation Research for Hurricane Forecasting | Data Assimilation &... data assimilationcompletedensembleresearchhurricane https://eprints.soton.ac.uk/483504/ Experimental flow reconstruction using resolvent analysis and data-assimilation - ePrints Soton analysis and dataexperimentalflowreconstructionusing https://research-portal.st-andrews.ac.uk/en/publications/a-data-assimilation-approach-to-last-millennium-temperature-field/ A data assimilation approach to last millennium temperature field reconstruction using a limited... a data https://espo.nasa.gov/macpex/content/Biomass_Burning_Observations_Modeling_and_Data_Assimilation Biomass Burning Observations, Modeling, and Data Assimilation | MACPEX biomass burningdata assimilationobservationsmodelingmacpex https://discoverda.org/ DARE to Discover Data Assimilation: A data assimilation course minus the maths DARE to Discover Data Assimilation is a free online course that gives an introduction to data assimilation without assuming a background in mathematical... dare to discoverdata assimilationcourseminusmaths https://essic.umd.edu/tag/numerical-modeling-and-data-assimilation/ Numerical Modeling and Data Assimilation - ESSIC numerical modelingdata assimilation https://da.cira.colostate.edu/projects/applications/ High-dimensional multi-scale applications | Data Assimilation & Prediction multi scaledata assimilationhighdimensionalapplications https://www.sc.fsu.edu/tags/data-assimilation Data Assimilation - Department of Scientific Computing Dept. of Scientific Computing at Florida State University, in Tallahassee, Florida. data assimilationdepartment ofscientificcomputing https://mseas.mit.edu/Research/MDA/ Multiscale Data Assimilation - MSEAS Home Page data assimilationmultiscale https://www.aoml.noaa.gov/hwrf-hurricane-ensemble/ The HWRF Hurricane Ensemble Data Assimilation System (HEDAS) for High-Resolution Data: The Impact... Jun 7, 2024 - Aksoy, A., S. Lorsolo, T. Vukicevic, K.J. Sellwood, S.D. Aberson, and F. Zhang, 2012: The HWRF Hurricane Ensemble Data Assimilation System (HEDAS) for... data assimilation https://academiccommons.columbia.edu/doi/10.7916/D8639PXQ Implementation of surface soil moisture data assimilation with watershed scale distributed... This paper aims to investigate how surface soil moisture data assimilation affects each hydrologic process and how spatially varying inputs affect the... soil moisturedata assimilationimplementationsurface https://ral.ucar.edu/solutions/products/real-time-four-dimensional-data-assimilation-rt-fdda Real-Time Four-Dimensional Data Assimilation (RT-FDDA) | Research Applications Laboratory real timedimensional dataresearch applicationsfour https://forum.mmm.ucar.edu/forums/wrf-data-assimilation-wrfda.110/page-4 WRF Data Assimilation (WRFDA) | Page 4 | WRF & MPAS-A Support Forum All topics specific to WRF Data Assimilation data assimilationwrfmpassupportforum https://impact.ornl.gov/en/publications/ensuring-the-fidelity-of-data-assimilation-methodology-bias-estim/ Ensuring the fidelity of data assimilation methodology bias estimates - Oak Ridge National... data assimilation https://www.cpc.ncep.noaa.gov/products/GODAS/pentad_movie.shtml Climate Prediction Center - NCEP Global Ocean Data Assimilation System: Monthly Products climate prediction centerocean datancepglobal https://forum.mmm.ucar.edu/forums/wrf-data-assimilation-wrfda.110/page-2 WRF Data Assimilation (WRFDA) | Page 2 | WRF & MPAS-A Support Forum All topics specific to WRF Data Assimilation data assimilationwrfmpassupportforum https://www.ideals.illinois.edu/items/102491 Evolutionary data assimilation at Long Valley Caldera, CA | IDEALS data assimilationlong valleyevolutionarycalderaideals https://impacts.ucar.edu/en/activities/the-data-assimilation-research-testbed-dart-building-community-so/ The Data Assimilation Research Testbed (DART): Building Community, Software, and Science for... the data https://impacts.ucar.edu/en/publications/ensemble-data-assimilation-for-ocean-biogeochemical-state-and-par/ Ensemble data assimilation for ocean biogeochemical state and parameter estimation at different... data assimilation https://scholars.lib.ntu.edu.tw/entities/publication/0460c059-4c04-439f-acab-e9e1e0d84373 Targeted observation, data assimilation, and tropical cyclone predictability observation datatropical cyclonetargetedassimilationpredictability https://ufind.univie.ac.at/en/course.html?lv=280352&semester=2025W u:find - 280352 VU Data Assimilation and Ensemble Methods (2025W) data assimilationensemble methodsufind https://www.cordis.europa.eu/project/id/101004032/fr Services based on Ecosystem data AssiMiLation: Essential Science and Solutions | SEAMLESS | Projet... The ocean provides us with vital climate and food services by absorbing 30% of anthropogenic carbon emissions and supplying 17% of animal proteins to the... science and solutionsdata assimilation https://npg.copernicus.org/articles/31/237/2024/npg-31-237-2024-metrics.html NPG - Metrics - Quantum data assimilation: a new approach to solving data assimilation on quantum... Abstract. Data assimilation is a crucial component in the Earth science field, enabling the integration of observation data with numerical models. In the... a new approachdata assimilationnpgmetricsquantum https://arxiv.org/html/2602.06800v1 FlowDA: Accurate, Low-Latency Weather Data Assimilation via Flow Matching low latencyweather dataaccurateassimilationvia https://sp.copernicus.org/articles/5-opsr/9/2025/sp-5-opsr-9-2025-relations.html SP - Relations - Data assimilation schemes for ocean forecasting: state of the art Abstract. Data assimilation (DA) is a process for integrating models and observations into comprehensive and reliable estimates of the ocean state. It is used... data assimilation https://forum.mmm.ucar.edu/threads/boundary-discontinuity-after-data-assimilation.3198/ Boundary discontinuity after data assimilation | WRF & MPAS-A Support Forum Discontinuity occurs severely at the boundary between domain 1 and domain 2 after data is transferred to domain 2. The discontinuity is too large to... data assimilationboundarydiscontinuitywrfmpas https://forum.mmm.ucar.edu/threads/data-assimilation.10918/ Data assimilation | WRF & MPAS-A Support Forum Currently I am assimilating local meaurements and satellite data (scatterometer) in a nested regional WRF model. MPAS can be run as a limited-area or... data assimilationwrfmpassupportforum https://www.meteosuisse.admin.ch/services-et-publications/publications/publications-scientifiques/peer-reviewed/remote-sensing-data-assimilation-for-a-prognostic-phenology-modeljgr-biogeosciences-113-g04021-doi-10-1029-2008jg000781.html Remote sensing data assimilation for a prognostic phenology modelJGR Biogeosciences, 113, G04021,... remote sensingdata assimilation https://hess.copernicus.org/articles/25/3319/2021/hess-25-3319-2021.html HESS - Technical Note: Sequential ensemble data assimilation in convergent and divergent systems Abstract. Data assimilation methods are used throughout the geosciences to combine information from uncertain models and uncertain measurement data. However,... technical notedata assimilation https://research-portal.uu.nl/en/publications/data-assimilation-with-implicit-ocean-models/ Data assimilation with implicit ocean models - Utrecht University data assimilationocean modelsimplicitutrechtuniversity https://sp.copernicus.org/articles/5-opsr/9/2025/sp-5-opsr-9-2025-metrics.html SP - Metrics - Data assimilation schemes for ocean forecasting: state of the art Abstract. Data assimilation (DA) is a process for integrating models and observations into comprehensive and reliable estimates of the ocean state. It is used... data assimilation https://repository.library.noaa.gov/view/noaa/15246 Ionospheric data assimilation with thermosphere-ionosphere-electrodynamics general circulation... The main purpose of this paper is to investigate the effects of rapid assimilation-forecast cycling on the performance of ionospheric data assimilation during... data assimilationthermosphereionosphereelectrodynamicsgeneral https://www.aoml.noaa.gov/tag/data-assimilation-stories/ data assimilation stories - NOAA's Atlantic Oceanographic and Meteorological Laboratory data assimilationstoriesnoaaatlanticoceanographic https://par.nsf.gov/biblio/10492364-generalized-compactly-supported-correlation-function-nbsp-data-assimilation-applications A generalized, compactly supported correlation function for data assimilation applications | NSF... This page contains metadata information for the record with PAR ID 10492364 for datageneralizedsupportedcorrelation https://www.epic.noaa.gov/land-data-assimilation-system/ Land Data Assimilation (DA) System - Earth Prediction Innovation Center land dataassimilationsystemearthprediction https://tc.copernicus.org/articles/19/5613/2025/ TC - Four-dimensional variational data assimilation with a sea-ice thickness emulator Abstract. Developing operational data assimilation systems for sea-ice models is challenging, especially using a variational approach due to the absence of... data assimilation https://www.ncei.noaa.gov/access/metadata/landing-page/bin/iso?id=gov.noaa.ncdc:C00379 Global Data Assimilation System (GDAS) Global Data Assimilation System (GDAS) (format: HTML) global dataassimilationsystemgdas https://hess.copernicus.org/articles/25/4567/2021/hess-25-4567-2021-relations.html HESS - Relations - Satellite soil moisture data assimilation for improved operational continental... Abstract. A simple and effective two-step data assimilation framework was developed to improve soil moisture representation in an operational large-scale water... soil moisturedata assimilationhessrelationssatellite https://epic.noaa.gov/cadre-epic-data-assimilation-training/ CADRE-EPIC Data Assimilation Training - Earth Prediction Innovation Center Apr 7, 2025 - The Consortium for Advanced Data Assimilation Research and Education (CADRE), in partnership with the NOAA Earth Prediction Innovation Center (EPIC), will host... data assimilationcadreepictrainingearth https://impact.ornl.gov/en/publications/circumventing-storage-limitations-in-variational-data-assimilatio/ Circumventing storage limitations in Variational data assimilation studies - Oak Ridge National... data assimilationoak ridgestoragelimitations https://publikationen.bibliothek.kit.edu/1000159687 Data Assimilation in Geodynamics: Methods and Applications data assimilationgeodynamicsmethodsapplications https://da.cira.colostate.edu/projects/ Projects | Data Assimilation & Prediction projects dataassimilationprediction https://oceanmodeling.ucsc.edu/ccsnrt/ UCSC Ocean Modeling Data Assimilation System modeling dataucscoceanassimilationsystem https://forum.mmm.ucar.edu/forums/wrf-data-assimilation-wrfda.110/page-6 WRF Data Assimilation (WRFDA) | Page 6 | WRF & MPAS-A Support Forum All topics specific to WRF Data Assimilation data assimilationwrfmpassupportforum https://shop.elsevier.com/books/subsurface-data-assimilation/luo/978-0-443-41543-2 Subsurface Data Assimilation - 1st Edition | Elsevier Shop data assimilationsubsurfaceeditionelseviershop https://climatedataguide.ucar.edu/climate-data/soda-simple-ocean-data-assimilation?ref=danmackinlay.name SODA: Simple Ocean Data Assimilation | Climate Data Guide ocean datasodasimpleassimilationclimate https://researchconnect.buffalo.edu/en/publications/data-assimilation-for-dispersion-models/ Data assimilation for dispersion models - SUNY University at Buffalo data assimilationdispersionmodelssunyuniversity https://forum.mmm.ucar.edu/forums/wrf-data-assimilation-wrfda.110/page-7 WRF Data Assimilation (WRFDA) | Page 7 | WRF & MPAS-A Support Forum All topics specific to WRF Data Assimilation data assimilationwrfmpassupportforum https://ub01.uni-tuebingen.de/xmlui/handle/10900/133986 A physics perspective on lidar data assimilation for mobile robots lidar datafor mobilephysicsperspectiveassimilation https://eprints.maths.manchester.ac.uk/2213/ Variational data assimilation using targetted random walks - MIMS EPrints data assimilationrandom walksusingmimseprints https://gmao.gsfc.nasa.gov/science-snapshots/sage-iiiiss-data-assimilation-system-effective-in-reducing-stratospheric-observational-data-gaps/ GMAO - SAGE III/ISS Data Assimilation System Effective In Reducing Stratospheric Observational Data... Global Modeling and Assimilation Office Research data assimilation https://madis.ncep.noaa.gov/ NCEP Meteorological Assimilation Data Ingest System (MADIS) MADIS (Meteorological Assimilation Data Ingest System) data ingestncepmeteorologicalassimilationsystem https://espo.nasa.gov/glopac/content/Evaluating_the_impact_of_multisensor_data_assimilation_on_a_global_aerosol_particle Evaluating the impact of multisensor data assimilation on a global aerosol particle transport model...