Search results for Bayesian
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19 datasets for “Bayesian”
- data.gov.au
A quantitative Bayesian approach for selecting a deterministic inversion model
Geoscience Australia DataUpdated 17 Oct 2025
… In this article, we outline a Bayesian approach, in which various spatial locations were inverted in a probabilistic …
- data.gov.au
Bayesian inferences on groundwater flow modelling within the Great Artesian Basin
Geoscience Australia DataUpdated 17 Oct 2025
… We demonstrate a Bayesian inference framework to generate an ensemble of groundwater flow models allowing an assessment of …
- data.gov.au
Thermomechanical models of the Australian plate
Geoscience Australia DataUpdated 16 Oct 2025
… We subsequently use the paleogeotherms as constraints in a Bayesian calibration of anelasticity at seismic frequencies to provide …
- ZIP
- Data.gov Catalog
Diagnosing Faults in Electrical Power Systems of Spacecraft and Aircraft
DashlinkUpdated 31 Mar 2025
… We carefully discuss our Bayesian network modeling approach for electrical power systems. To achieve real-time performance, we …
- Data.gov Catalog
Predicting Battery Life for Electric UAVs
DashlinkUpdated 31 Mar 2025
… The technique presented here encodes the basic electrochemical processes of a Lithium-polymer battery in an advanced Bayesian …
- data.gov.au
Patterns in the chaos: scale and the spatio-temporal dynamics of GBR reef fish assemblages
Australian Ocean Data NetworkUpdated 18 Nov 2025
… We used Bayesian glmms, and multivariate techniques such as PCA, Adonis and RDA.
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- AUDIO/BASIC
- Open Government Canada
Biomass estimates of Witch Flounder in the Gulf of St. Lawrence (NAFO 4RST)
Fisheries and Oceans Canada | Pêches et Océans CanadaUpdated 24 Mar 2026
… Lawrence Witch Flounder were obtained using a Bayesian Schaefer Surplus Production model as part of the stock assessment …
- CSV
- data.gov.au
Flow-MER Metabolism BASE Model Estimates
Commonwealth Environmental Water HolderUpdated 21 Aug 2025
… The data is analysed using the statistical model ‘BASEv2’ (BAyesian Single-station Estimation). The model (Grace et al …
- CSV-GEO-AU
- data.gov.au
Automated ex situ spawning and fertilisation for reef restoration - the AutoSpawner system
Australian Ocean Data NetworkUpdated 17 Jun 2026
… Data was analysed using Bayesian methods in the software R. For full methodological and analytical details please refer …
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- ZIP
- XLSX
- PNG
- data.gov.au
The High Quality Geophysical Analysis software package: HiQGA.jl
Geoscience Australia DataUpdated 16 Oct 2025
… based open source framework for geophysical forward modelling, Bayesian inference, and deterministic imaging. A primary focus of the …
- Humanitarian Data Exchange
GRID3 COD - Gridded Population Estimates v4.4
GRID3Updated 16 Aug 2026
… population numbers at grid cell level using a Bayesian statistical hierarchical modelling framework. Please note that PNLP data …
- GEOTIFF
- Data.NSW
NSW Vegetation Integrity Modelling - v3 (Eastern NSW and Western Slopes)
NSW Department of Climate Change, Energy, the Environment and WaterUpdated 4 Oct 2026
… and McNellie - in prep), titled __'Implementation of novel Bayesian framework for model, feature and hyperparameter selection in Vegetation …
- ZIP
- data.gov.au
Flow-MER metabolism oxygen logger data
Commonwealth Environmental Water HolderUpdated 21 Aug 2025
… estimating stream metabolism with BASE (BAyesian Single-station Estimation). Limnology & Oceanography: Methods, 13, 103-114 Song C, Dodds …
- CSV-GEO-AU
- Humanitarian Data Exchange
Census-cartography-based gridded population estimates for Mali (2020), version 1.0
WorldPopUpdated 21 Dec 2025
… Office and modelled population counts created using a Bayesian statistical model for areas that could not be covered …
- GEOTIFF
- SQL
- Humanitarian Data Exchange
Modelled Population Estimates for Papua New Guinea, version 1.0
WorldPopUpdated 22 Jul 2026
… e.g., national, province, and districts) using a Bayesian statistical hierarchical modelling framework. The approach facilitated simultaneous accounting …
- DOC
- CSV
- Humanitarian Data Exchange
Bottom-up gridded population estimates for Nigeria, version 1.2
GRID3Updated 17 Dec 2025
… A hierarchical Bayesian modeling framework to account for uncertainty. Proceedings of the National Academy of Sciences. doi:10 …
- GEOTIFF
- SHP
- SQL
- PNG
- data.gov.au
Precompetitive geoscience for minerals discovery
Geoscience Australia DataUpdated 16 Oct 2025
… Aided by significant advances in geophysical processing, Bayesian inference and big data analytics, when integrated with classic geoscience …
- Humanitarian Data Exchange
Modelled gridded population estimates for the Haut-Katanga, Haut-Lomami, Ituri, Kasaï, Kasaï Oriental, Lomami and Sud-Kivu provinces in the Democratic Republic of the Congo (2021), version 3.0.
GRID3Updated 28 Sept 2026
… The estimates comprise total population counts created using a Bayesian statistical model and post-hoc breakdowns in 40 …
- GEOTIFF
- SQL
- PNG
- Open Government Canada
Demersal (groundfish) community diversity and biomass metrics in the Northern and Southern shelf bioregions
Fisheries and Oceans Canada | Pêches et Océans CanadaUpdated 24 Mar 2026
… This framework uses Bayesian inference to fit a multivariate hierarchical generalized mixed model. We modeled community dynamics using …
- TIFF
- CSV
- ESRI REST