Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T10:35:51.782446Z
Paper Citation Record · LEDGER
Model Error Covariance Estimation for Weak Constraint Data Assimilation
As of 16 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2504.17900.
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Pith citing papers itemized under the disclosed page cap.
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Source: cited_works
Reference resolution
50 of 50 outbound references displayed
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External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 2b3f7986-540b-4af2-b7e7-e65fbbf16a40 · outbound
This paper cites A monte carlo implementation of the nonlinear filtering problem to produce ensemble assimilations and forecasts.
Model Error Covariance Estimation for Weak Constraint Data Assimilation A monte carlo implementation of the nonlinear filtering problem to produce ensemble assimilations and forecasts
Reference 1
- Resolution
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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ca460835-4815-4ecf-ac19-5ce280cb82cc · outbound
This paper cites Parameter estimation and inverse problems.
Model Error Covariance Estimation for Weak Constraint Data Assimilation Parameter estimation and inverse problems
Reference 2
- Resolution
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Source-reported events for the cited work
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Observation 92ddedc3-b8ca-4481-a67a-2c7d363c27da · outbound
This paper cites A review of operational methods of variational and ensemble-variational 26 S.
Model Error Covariance Estimation for Weak Constraint Data Assimilation A review of operational methods of variational and ensemble-variational 26 S
Reference 3
- Resolution
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Source-reported events for the cited work
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Observation 704b022a-680b-4e8e-8a20-e98b17340ac9 · outbound
This paper cites Aerosol analysis and forecast in the european centre for medium- range weather forecasts integrated forecast system: 2.
Model Error Covariance Estimation for Weak Constraint Data Assimilation Aerosol analysis and forecast in the european centre for medium- range weather forecasts integrated forecast system: 2
Reference 4
- Resolution
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Observation fe5937ff-4827-4da3-8e03-422159f35e8d · outbound
This paper cites Inverse methods in physical oceanography.
Model Error Covariance Estimation for Weak Constraint Data Assimilation Inverse methods in physical oceanography
Reference 5
- Resolution
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Source-reported events for the cited work
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Observation d1314467-25b9-46b1-8f12-eeadb065284b · outbound
This paper cites Inverse modeling of the ocean and atmosphere.
Model Error Covariance Estimation for Weak Constraint Data Assimilation Inverse modeling of the ocean and atmosphere
Reference 6
- Resolution
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Source-reported events for the cited work
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Observation f9b9bfaf-5d4d-4ed5-88fe-dc3fcb4d5d01 · outbound
This paper cites Generalized inversion of a global numerical weather prediction model.
Model Error Covariance Estimation for Weak Constraint Data Assimilation Generalized inversion of a global numerical weather prediction model
Reference 7
- Resolution
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Source-reported events for the cited work
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Observation ec870869-11b6-4db5-a62c-94e1837e686f · outbound
This paper cites Multi- parameter regularization techniques for ill-conditioned linear systems.
Model Error Covariance Estimation for Weak Constraint Data Assimilation Multi- parameter regularization techniques for ill-conditioned linear systems
Reference 8
- Resolution
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Source-reported events for the cited work
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Observation a279e587-49f4-4ccd-97f0-b39546176dbd · outbound
This paper cites Data assimilation in the geosciences: An overview of methods, issues, and perspectives.
Model Error Covariance Estimation for Weak Constraint Data Assimilation Data assimilation in the geosciences: An overview of methods, issues, and perspectives
Reference 9
- Resolution
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Source-reported events for the cited work
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Observation f4bb22db-3632-42b2-9ec7-3a64bc3540ad · outbound
This paper cites A strategy for operational implementation of 4d-var, using an incremental approach.
Model Error Covariance Estimation for Weak Constraint Data Assimilation A strategy for operational implementation of 4d-var, using an incremental approach
Reference 10
- Resolution
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Source-reported events for the cited work
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Observation 12d58b95-a9a9-46d8-8f24-b36c84cbaf53 · outbound
This paper cites Topex/poseidon tides estimated using a global invese model.
Model Error Covariance Estimation for Weak Constraint Data Assimilation Topex/poseidon tides estimated using a global invese model
Reference 11
- Resolution
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Source-reported events for the cited work
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Observation 0fc9b9c8-01ad-44c9-a132-638f1a84fad5 · outbound
This paper cites Using the l–curve for determining optimal regularization parameters.
Model Error Covariance Estimation for Weak Constraint Data Assimilation Using the l–curve for determining optimal regularization parameters
Reference 12
- Resolution
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Source-reported events for the cited work
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Observation e5886125-8f67-4c1a-a284-b8f0ef8c73d4 · outbound
This paper cites Inverse methods and data assimilation in nonlinear ocean models.
Model Error Covariance Estimation for Weak Constraint Data Assimilation Inverse methods and data assimilation in nonlinear ocean models
Reference 13
- Resolution
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Source-reported events for the cited work
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Observation e3308a29-da5a-4b1a-9ee7-eafe04fbb21d · outbound
This paper cites Sequential data assimilation with a nonlinear quasi-geostrophic model using monte carlo methods to forecast error statistics.
Model Error Covariance Estimation for Weak Constraint Data Assimilation Sequential data assimilation with a nonlinear quasi-geostrophic model using monte carlo methods to forecast error statistics
Reference 14
- Resolution
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Observation 010d0b0e-b24b-4c93-a7b0-8267620cad38 · outbound
This paper cites Rank issues.
Model Error Covariance Estimation for Weak Constraint Data Assimilation Rank issues
Reference 15
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Source-reported events for the cited work
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Observation 395401a9-45a9-42a4-9e26-f241b8eac0bf · outbound
This paper cites Weak-constraint and long-window 4d-var.
Model Error Covariance Estimation for Weak Constraint Data Assimilation Weak-constraint and long-window 4d-var
Reference 16
- Resolution
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Source-reported events for the cited work
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Observation 8b8d186e-a7aa-4099-a86b-0a276e093737 · outbound
This paper cites Tikhonov regularization and total least squares.
Model Error Covariance Estimation for Weak Constraint Data Assimilation Tikhonov regularization and total least squares
Reference 17
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Source-reported events for the cited work
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Observation faa90086-3063-441e-9638-eda70899dd23 · outbound
This paper cites Generalized cross-validation as a method for choosing a good ridge parameter.
Model Error Covariance Estimation for Weak Constraint Data Assimilation Generalized cross-validation as a method for choosing a good ridge parameter
Reference 18
- Resolution
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Observation ef375dc1-8735-4d0f-aa21-c53cc438e9a7 · outbound
This paper cites Novel approach to nonlinear/non- gaussian bayesian state estimation.
Model Error Covariance Estimation for Weak Constraint Data Assimilation Novel approach to nonlinear/non- gaussian bayesian state estimation
Reference 19
- Resolution
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Source-reported events for the cited work
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Observation c3732d76-1609-43ba-9c96-51c92cdc799c · outbound
This paper cites The l-curve and its use in the numerical treatment of inverse problems.
Model Error Covariance Estimation for Weak Constraint Data Assimilation The l-curve and its use in the numerical treatment of inverse problems
Reference 20
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation eacdd515-a87c-4c63-a533-ca792fc33bf2 · outbound
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Model Error Covariance Estimation for Weak Constraint Data Assimilation The elements of statistical learning, 2009
Reference 21
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Observation 4c0741ec-2d70-4e8a-bfa5-33ba2971606f · outbound
This paper cites Data assimilation for numerical smoke prediction.
Model Error Covariance Estimation for Weak Constraint Data Assimilation Data assimilation for numerical smoke prediction
Reference 22
- Resolution
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Source-reported events for the cited work
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Observation ff1e6586-b0c5-414f-952d-e50d3918c575 · outbound
This paper cites Selecting the corner in the l-curve approach to tikhonov regularization.
Model Error Covariance Estimation for Weak Constraint Data Assimilation Selecting the corner in the l-curve approach to tikhonov regularization
Reference 23
- Resolution
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Observation 7f3e497e-6516-4c52-b66e-01d8c49072ee · outbound
This paper cites A new approach to linear filtering and prediction problems.
Model Error Covariance Estimation for Weak Constraint Data Assimilation A new approach to linear filtering and prediction problems
Reference 24
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Source-reported events for the cited work
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Observation 963d287e-5d3f-476f-9444-3984d75abe7a · outbound
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Model Error Covariance Estimation for Weak Constraint Data Assimilation Atmospheric modeling, data assimilation and predictability
Reference 25
- Resolution
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Source-reported events for the cited work
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Observation 86b9f7e7-8fcc-40dd-a5dc-b07f82975b07 · outbound
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Model Error Covariance Estimation for Weak Constraint Data Assimilation Variational algorithms for analysis and assim- ilation of meteorological observations: theoretical aspects
Reference 26
- Resolution
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Source-reported events for the cited work
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Observation 5ec9c997-8482-4a4e-abe1-cccc12db4f83 · outbound
This paper cites Finite volume methods for hyperbolic problems , volume 31.
Model Error Covariance Estimation for Weak Constraint Data Assimilation Finite volume methods for hyperbolic problems , volume 31
Reference 27
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Source-reported events for the cited work
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Observation c85bb35e-fa57-4266-91cf-0b35bdaac1ff · outbound
This paper cites From stein’s unbiased risk estimates to the method of generalized cross validation.
Model Error Covariance Estimation for Weak Constraint Data Assimilation From stein’s unbiased risk estimates to the method of generalized cross validation
Reference 28
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Observation 0d111911-4981-451c-887e-b519c1371591 · outbound
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Model Error Covariance Estimation for Weak Constraint Data Assimilation Unresolved cited work
Reference 29
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Observation c1df0bd5-be3e-4b22-9fe1-e79b13186b80 · outbound
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Model Error Covariance Estimation for Weak Constraint Data Assimilation Unresolved cited work
Reference 30
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Observation f6b646e0-3e5d-4649-9625-910cebdb6574 · outbound
This paper cites an unresolved cited work.
Model Error Covariance Estimation for Weak Constraint Data Assimilation Unresolved cited work
Reference 31
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Observation 49d26c80-6c63-45db-b9be-09c9f31c6cf2 · outbound
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Model Error Covariance Estimation for Weak Constraint Data Assimilation Mead and C.C
Reference 32
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Observation 410341c1-8533-4b1f-a5b2-cbe6ca599c7f · outbound
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Model Error Covariance Estimation for Weak Constraint Data Assimilation Discontinuous parameter estimates with least squares estimators
Reference 33
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Source-reported events for the cited work
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Observation 3247b4ad-6dfb-47f2-9225-583bf9417976 · outbound
This paper cites Efficient implementation of covariance multiplication for data assimilation with the representer method.
Model Error Covariance Estimation for Weak Constraint Data Assimilation Efficient implementation of covariance multiplication for data assimilation with the representer method
Reference 34
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 80cfa2b1-8453-40dc-bc0a-843d91bc92ba · outbound
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Model Error Covariance Estimation for Weak Constraint Data Assimilation Nonlinear conditional model bias estimation for data assimilation
Reference 35
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c32f0651-f933-4004-94d6-da912e347934 · outbound
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Model Error Covariance Estimation for Weak Constraint Data Assimilation Data assimilation with the weighted ensemble kalman filter
Reference 36
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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 558c0cec-9d9a-439d-b98a-7b663cbe36ab · outbound
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Model Error Covariance Estimation for Weak Constraint Data Assimilation Four-dimensional data assimilation: Compari- son of variational and sequential algorithms
Reference 37
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation be60b49f-fe89-41e3-bf03-8a66156c5442 · outbound
This paper cites an unresolved cited work.
Model Error Covariance Estimation for Weak Constraint Data Assimilation Unresolved cited work
Reference 38
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ab22d5be-bd9f-4916-b12d-9c8cb3cd8b1f · outbound
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Model Error Covariance Estimation for Weak Constraint Data Assimilation Inverse Problems and Data Assimilation
Reference 39
- Resolution
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Source-reported events for the cited work
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Observation 7ee58ed8-8218-4028-809c-399326d6132a · outbound
This paper cites A generalized representer theorem.
Model Error Covariance Estimation for Weak Constraint Data Assimilation A generalized representer theorem
Reference 40
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d2624bd-2366-487c-b4b7-c9698b007c1f · outbound
This paper cites A review of innovation-based methods to jointly estimate model and observation error covariance matrices in ensemble data assimilation.
Model Error Covariance Estimation for Weak Constraint Data Assimilation A review of innovation-based methods to jointly estimate model and observation error covariance matrices in ensemble data assimilation
Reference 41
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7b18d727-ffa3-435a-bcd5-d1eb8be56252 · outbound
This paper cites Solutions of ill-posed problems.
Model Error Covariance Estimation for Weak Constraint Data Assimilation Solutions of ill-posed problems
Reference 42
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2a061e6f-9d38-46c8-85d6-ac7ce08e96d2 · outbound
This paper cites Accounting for an imperfect model in 4d-var.
Model Error Covariance Estimation for Weak Constraint Data Assimilation Accounting for an imperfect model in 4d-var
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T10:35:51.954100Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a65b3446-cd5f-4a0d-8c80-a84e39b2223c · outbound
This paper cites Model-error estimation in 4d-var.
Model Error Covariance Estimation for Weak Constraint Data Assimilation Model-error estimation in 4d-var
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T10:35:51.937563Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 5778efbb-f7b5-4a1b-a89d-a549e28ab7e1 · outbound
This paper cites Variational data analysis with control of the forecast bias.
Model Error Covariance Estimation for Weak Constraint Data Assimilation Variational data analysis with control of the forecast bias
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T10:35:51.920501Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1cc1369f-0419-4cc5-8c06-f5cf1db176f3 · outbound
This paper cites Non-convergence of the l-curve regularization parameter selection method.
Model Error Covariance Estimation for Weak Constraint Data Assimilation Non-convergence of the l-curve regularization parameter selection method
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T10:35:51.904603Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7eef5e00-c728-474f-99b5-05546a1a1ba2 · outbound
This paper cites Spline models for observational data.
Model Error Covariance Estimation for Weak Constraint Data Assimilation Spline models for observational data
Reference 47
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 47071343-7408-4e21-8c9c-626175d0fb88 · outbound
This paper cites Representer theorem.
Model Error Covariance Estimation for Weak Constraint Data Assimilation Representer theorem
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T10:35:51.877901Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation be8e7a54-b76f-42f8-8569-b902f6bd244d · outbound
This paper cites Inverse methods in hydrogeology: Evolution and recent trends.
Model Error Covariance Estimation for Weak Constraint Data Assimilation Inverse methods in hydrogeology: Evolution and recent trends
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T10:35:51.862293Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ec3b4c2b-4bac-4157-94c9-5ddf1a4d2be1 · outbound
This paper cites A general weak constraint applicable to operational 4dvar data assimilation systems.
Model Error Covariance Estimation for Weak Constraint Data Assimilation A general weak constraint applicable to operational 4dvar data assimilation systems
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T10:35:51.843422Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Pith citing papers
No inbound Pith citation observations are available.