Found 97 datasets matching "Uncertainty Estimation".
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A series of Jupyter notebooks documenting a self-guided, interactive curriculum for the PEST++ family of software codes for uncertainty analysis, parameter estimation, and management optimization.
Search relevance: 184.88 | Views last month: 4 -
N/A. This dataset is associated with the following publication: Groff, L., J. Grossman, A. Kruve, J. Minucci, C. Lowe, J. McCord, D. Kapraun, K. Phillips, S. Purucker, A. Chao, C. Ring, A....
Search relevance: 143.26 | Views last month: 0 -
This article presented a discussion on uncertainty representation and management for model-based prog- nostics methodologies based on the Bayesian tracking framework and specifically for a Kalman...
Search relevance: 118.74 | Views last month: 0 -
The Everglades Depth Estimation Network (EDEN) produces daily depth estimates for the Greater Everglades. This data release includes geospatial data to produce depth estimates for the EDEN from...
Search relevance: 107.01 | Views last month: 0 -
Web-ICE v4.0 models, data, and validation results that were used in analyses for associated manuscript. Additional data are supplied in Supplemental information that will be published online with...
Search relevance: 93.18 | Views last month: 3 -
the dataset includes daily flow and loads, and loads estimated from different estimation methods and sampling frequencies. This dataset is not publicly accessible because: it can be included. It...
Search relevance: 92.90 | Views last month: 0 -
• Figure 1. Ratio of cumulative released cells to cells initially present in the manure at Week 0 as they vary by time, manure type and age, microbe, and Event (i.e., season). The 95% confidence...
Search relevance: 92.50 | Views last month: 0 -
Hypothetical two-dimensional, steady-state groundwater flow models of a previously published 1988 model calibration exercise were developed using the finite-difference computer code,...
Search relevance: 81.36 | Views last month: 1 -
This article discusses several aspects of uncertainty represen- tation and management for model-based prognostics method- ologies based on our experience with Kalman Filters when applied to...
Search relevance: 81.16 | Views last month: 0 -
The dataset is lake dissolved oxygen concentrations obtained form plots published by Gelda et al. (1996) and lake reaeration model simulated values using Bayesian Monte Carlo methods (Chaudhary...
Search relevance: 77.55 | Views last month: 0 -
This archived Paleoclimatology Study is available from the NOAA National Centers for Environmental Information (NCEI), under the World Data Service (WDS) for Paleoclimatology. The associated NCEI...
Search relevance: 76.58 | Views last month: 0 -
Model-based prognostics approaches employ do- main knowledge about a system, its components, and how they fail through the use of physics-based models. Compo- nent wear is driven by several...
Search relevance: 51.63 | Views last month: 0 -
Particle filters (PF) have been established as the de facto state of the art in failure prognosis. They combine advantages of the rigors of Bayesian estimation to nonlinear prediction while also...
Search relevance: 50.73 | Views last month: 0 -
This data release contains the models and their inputs and outputs needed to reproduce the findings for the publication by Soong and Over (2022), "Effect of Uncertainty of Discharge Data on...
Search relevance: 50.70 | Views last month: 0 -
The NASA Making Earth System Data Records for Use in Research Environments ([MEaSUREs](https://earthdata.nasa.gov/about/competitive-programs/measures)) Combined Advanced Spaceborne Thermal...
Search relevance: 50.14 | Views last month: 0 -
The Excel file contains the model input-out data sets that where used to evaluate the two-layer soil moisture and flux dynamics model. The model is original and was developed by Dr. Hantush by...
Search relevance: 49.61 | Views last month: 0 -
Model-based prognostics approaches rely on physics-based models that describe the behavior of systems and their components. These models must account for the several different damage processes...
Search relevance: 49.17 | Views last month: 0 -
We used this dataset to verify and validate functions in the USEPA National Stormwater Calculator, and then applied field data and commonly-available datasets to illustrate calibration techniques...
Search relevance: 48.54 | Views last month: 1 -
The CAM5K30UC.001 dataset was decommissioned as of March 14, 2019. Users are encouraged to use the new improved [CAM5K30UC.003](https://doi.org/10.5067/MEaSUREs/LSTE/CAM5K30UC.003) dataset.The...
Search relevance: 48.44 | Views last month: 0 -
**Overview** Proving basic surface meteorology, soil hydrology and temperature, and fluxes of energy (radiation and turbulent fluxes) and water (precipitation, evaporation, and soil...
Search relevance: 48.27 | Views last month: 1
