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
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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).
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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.
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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
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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
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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...
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https://impacts.ucar.edu/en/publications/ensemble-based-data-assimilation/
Ensemble-based data assimilation - Impacts @ NSF NCAR and UCAR
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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...
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https://warwick.ac.uk/fac/sci/maths/research/events/2009_2010/workshops/data_assim/
Reading-Warwick Data Assimilation Day
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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 &...
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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...
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https://essic.umd.edu/tag/numerical-modeling-and-data-assimilation/
Numerical Modeling and Data Assimilation - ESSIC
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https://da.cira.colostate.edu/projects/applications/
High-dimensional multi-scale applications | Data Assimilation & Prediction
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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
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https://ufind.univie.ac.at/en/course.html?lv=280352&semester=2025W
u:find - 280352 VU Data Assimilation and Ensemble Methods (2025W)
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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
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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
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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...
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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
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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...