Search results for Bayesian computations
Filters
17 datasets for “Bayesian computations”
- Opendatasoft hubLive preview
Approximate Bayesian Computation with Random Forest and Sensitivity Analysis for the calibration of a complex aquatic ecological model
Piccioni, FrancescoUpdated 26 Sept 2022
… Champs-sur-Marne with the ABC-RF (Approximate Bayesian Computation – Random Forest) method coupled with sensitivity analysis. There …
- CSV
- JSON
- GEOJSON
- ODS API
- Data.gov Catalog
NIST Statistical Reference Datasets - SRD 140
National Institute of Standards and TechnologyUpdated 20 Nov 2003
… Generated datasets are designed to challenge specific computations. These include the classic Wampler datasets for testing linear regression …
- TEXT/HTML
- Opendatasoft hubLive preview
Replication data and scripts for: Harbor porpoise losing its edge: genetic time series suggests a rapid population decline in Iberian waters over the last 30 years
Ben Chehida, Hédi YacineUpdated 22 Sept 2023
… required to replicate the demographic inference by Approximate Bayesian Computation (ABC). - Mitochondrial DNA sequence alignments generated in the …
- CSV
- JSON
- GEOJSON
- ODS API
- data.gov.au
Electromagnetic Subsurface Imaging of Continent-Scale Airborne Data Using Parallel Inference Algorithms
Geoscience Australia DataUpdated 17 Oct 2025
… Bayesian probabilistic methods can do so, but at significant computational cost if naively used. Efficient Markov chain sampling …
- HTML
- data.gov.au
High-quality geophysical analysis (HiQGA)
Geoscience Australia DataUpdated 16 Oct 2025
HiQGA is a general purpose software package for spatial statistical inference, geophysical forward modeling, Bayesian inference and inversion …
- HTML
- data.gov.au
A robust interpolation-based method for forensic soil provenancing. A Bayesian likelihood ratio approach
Geoscience Australia DataUpdated 16 Oct 2025
… A Bayesian likelihood ratio approach, Forensic Science International, Volume 353, 2023, 111883, ISSN 0379-0738. https://doi.org …
- HTML
- data.gov.au
Bayesian inversion using nested trans-dimensional Gaussian processes
Geoscience Australia DataUpdated 18 Nov 2025
… As GPs are multi-dimensional interpolators, the same theory and computer code can be used to solve geophysical …
- HTML
- 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 …
- Opendatasoft hubLive preview
Microsatellite datasets of cultivated apricot accessions and of Armeniaca spp. natural populations located in Central Asia and in China
Decroocq, VeroniqueUpdated 1 Oct 2019
… wild apricot species divergence and of domestication processes of apricot, based on microsatellite markers and approximate Bayesian computation.
- CSV
- JSON
- GEOJSON
- ODS API
- Opendatasoft hubLive preview
Microsatellite datasets of wild P. brigantina (Alpine plum) accessions and diploid Prunus spp. (P. cerasifera included) originating from Europe, Caucasia and Central Asia
Decroocq, VeroniqueUpdated 24 Sept 2020
… or Briançon apricot) with Armeniaca (apricot) and Prunus (plums) species, based on microsatellite markers and approximate Bayesian computation.
- CSV
- JSON
- GEOJSON
- ODS API
- 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 …
- data.gov.au
HiQGA Open source deterministic and probabilistic AEM inversion
Geoscience Australia DataUpdated 16 Oct 2025
The High Quality Geophysical Analysis (HiQGA) package is a framework for geophysical forward modelling, Bayesian inference, and deterministic …
- HTML
- Opendatasoft hubLive preview
Following the Adaptive Path of Fruit Tree Domestication using Population Genomics : the Case of Apricots
Decroocq, VeroniqueUpdated 14 Feb 2021
… Population structure inferences and approximate Bayesian computation indicated that Chinese and European apricots formed two differentiated gene pools …
- CSV
- JSON
- GEOJSON
- ODS API
- Opendatasoft hubLive preview
High Resolution Tropical Cyclone Vortex and Wind Structure from SAR Imagery for ESA MAXSS Project
CERSAT ExploitationUpdated 30 Nov 2025
… First, the contours of each wind radii are computed, which consists of a number of line segments. Then …
- CSV
- JSON
- GEOJSON
- ODS API
- Opendatasoft hubLive preview
CATDS-PDC L4OS SMOS-OI - Weekly optimal interpolation salinity field product from SMOS satellite and ISAS
IfremerUpdated 1 Nov 2025
… The SSS L4 product outcome is then combined with satellite SST products to compute thermodynamic sea water parameters …
- CSV
- JSON
- GEOJSON
- ODS API
- data.gov.au
ReefCloud
Australian Ocean Data NetworkUpdated 23 Jun 2025
… The online platform, ReefCloud.ai, leverages digital technologies (including cloud-based computing, Artificial Intelligence and Bayesian Statistics) to …
- HTML
- AUDIO/BASIC
- PNG
- data.gov.au
GLO AEM dmax v01
Bioregional Assessment ProgramUpdated 13 Apr 2022
… The R script 'GLO_AEM_dmax_CreatePosteriorParameters.R' performs the Approximate Bayesian Computation Markov Chain Monte Carlo to …
- ZIP