Find research datasets worth reusing
Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.
104
datasets available to search
ShareScore release 0.9.0
Dataset results
104 results for “Inverse Modelling”
Carbon export estimated from an inverse biogeochemical model (Wang et al.,)
<p>Carbon export estimated from an inverse biogeochemical model (Wang et al.,)</p> <p>The four files are from two NPP configurations: CbPM and CAFE and two time scales for labile DOC remineralization e-folding time (12 hours and 24 hours), which are self-explained in the file name.</p> <p>Once the data has been loaded to Matlab, you'll see a structure EXP that contains a total of 9 fields: POCexp: </p> <p>POCexp, lDOCexp, sDOCexp are POC, labile DOC, semi-labile DOC flux at the base of model euphotic zone (~73 m).</p> <p>POC100, lDOC100, sDOC100 are POC, labile DOC, semi-labile DOC flux at 100 m.</p> <p>TOCmld is total carbon export at the base of maximum mixed layer depth.</p> <p>TOC110 and POC1000 are total carbon export at 110 and POC flux at 1000 m, respectively. </p> <p>The units for the export fluxes are in mmol m-2 year-1, and not in mg C m-2 day-1 as used in the paper. For conversion, you need to divide the value by 365.25 and multiply 12.</p>
Supplementary Materials of "Understanding flow characteristics from tsunami deposits at Odaka, Joban coast, using a DNN inverse model" by Mitra, Naruse and Abe
<p>This is a supplementary figures for the manuscript entitled "Understanding flow characteristics from tsunami deposits at Odaka, Joban coast, using a DNN inverse model" submitted to NHESS.</p>
Data from: Molecular Inversion Probes for targeted resequencing in non-model organisms
Open the record for dataset details and reuse information.
Intercompartmental trophic exchanges from an inverse plankton foodweb model for the north and south penguin foraging regions in the Palmer LTER study area, 1995 - 2006.
Plankton foodwebs can be represented by systems of biotic living and nonliving compartments linked by networks of intercompartmental trophic exchanges (“flows”). These include grazing, respiration, excretion, nutrient uptake and other physiological processes. Not all flows can be readily measured. The inverse model technique is used to provide objective estimates of unmeasured flows. This dataset includes complete model flows for representative plankton foodwebs in the north and south LTER study area and their associated uncertainties.
Photochemical Model Output For Restricted Inverse
<p>Dr. Michael Kleeman at University of California, Davis contributed a photochemical mechanism in Fortran which was modified to create these two text files. This is a box model of a system photochemical reactions used when teaching the modeling of atmospheric photochemistry.</p> <p>Each column of S.txt is an integrated rate of reaction over 6 minutes. Each column of delC.txt is a change in concentration over 6 minutes for various species. Each new row is a new 6 minute time-step. </p> <p>These two text files are used in a script that constructs a restricted inverse. Further documentation on the system of reactions, the mechanism and the purpose of these files can be found in the archive GenerateAG, DOI: 10.5281/zenodo.3712458</p> <p>For questions please contact P. Obin Sturm at posturm@ucdavis.edu</p>
All figures and tables for "Optimized approximate inverse Laplace transform for geo-deformation computation in viscoelastic earth model"
<p>It is the data set of all figures and tables in the paper with title "Optimized approximate inverse Laplace transform for geo-deformation computation in viscoelastic earth model".</p>
3-D crustal model of NE Tibet via joint inversion of Rayleigh Wave ellipticity and phase velocity
<p>The file "CC.tar.gz" contains all ZZ, ZR, RZ, and RR components cross-correlation functions for all available station pairs.</p> <p>The file "EQ.tar.gz" contains BHZ and BHR components teleseismic Rayleigh wave data for all stations.</p> <p>The file "HZ.tar.gz" contains the H/Z ratio measurements at 8-50 s periods for each station.</p> <p>The file "Model.tar.gz" contains the 3-D crustal model of NE Tibet via joint inversion of Rayleigh Wave ellipticity and phase velocity.</p> <p> </p>
Compositional and Thermal State of the Lower Mantle from the inversion of GLAD-M25 model
<p>The 3D chemical composition and temperature structure of the lower mantle from the inversion of GLAD-M25 model is included</p>
Offset-Controlled Localized Velocity Inversion in the $\tau-p$ Domain Using Acoustic Traveltimes: Modeling and Application in Borehole Measurements
Open the record for dataset details and reuse information.
Supporting data to run the inverse model of coupled phosphorus, carbon and oxygen model.
<p>Supporting data to run the inverse model of coupled phosphorus, carbon and oxygen model. </p>
NACP Regional: Supplemental Gridded Observations, Biosphere and Inverse Model Outputs
This data set contains standardized gridded observation data, terrestrial biospheric model output, and inverse model simulations that were compiled but not used in the North American Carbon Program (NACP) Regional Synthesis activities, thus the supplemental designation. The data set provides six (6) observation data packages (9 variables - MODIS LAI, MODIS FPAR, MODIS NDVI, MODIS EVI, FIA forest biomass, forest area, GPP Anomaly, NEE Anomaly, Reco Anomaly; 8 data files), output results from three terrestrial biosphere models (TBM) (14 variables; 214 files), and simulations from one inverse model (IM) (one variable; 1 file). To produce this data set, the NACP Modeling and Synthesis Thematic Data Center (MAST-DC) original data files were resampled to 1-degree spatial resolution for North American region (except for FIA Forest Biomass which was resampled to 0.5-degree resolution), interpolated into monthly or yearly temporal resolution, and reformatted into Climate and Forecast (CF) convention compatible netCDF format.
NACP Regional: Original Observation Data and Biosphere and Inverse Model Outputs
This data set contains the originally-submitted observation measurement data, terrestrial biosphere model output data, and inverse model simulations that various investigator teams contributed to the North American Carbon Program (NACP) Regional Synthesis activities. The data set provides nine (9) data packages of remote sensing and ground observation measurements (OM) (MODIS gross primary productivity (GPP), MODIS net primary production (NPP), MODIS fraction of photosynthetically active radiation (fPar), MODIS leaf area index (LAI), MODIS enhanced vegetation index (EVI), MODIS normalize difference vegetation index (NDVI), Forest Inventory and Analysis (FIA) forest biomass, National Agricultural Statistics Service (NASS) crop NPP, and Flux Anomaly). The data set also provides data packages of simulation results from 19 terrestrial biosphere models (TBM) and eight (8) inverse models (IM). The data packages are respectively OM, TBM, and IM data files listed in Tables 4-6. Each OM, TBM, and IM data package contains all of the original data (and documentation, if any) that the NACP Modeling and Synthesis Thematic Data Center (MAST-DC) acquired or received. These originally-submitted data were processed by the MAST-DC to produce the three standardized gridded data sets of carbon flux for inter-comparison purposes (see Related Data Products below). These original data and documentation are provided to allow users of the standardized gridded data products to be able to trace back to the data origins when needed. The Data Center (ORNL DAAC) transformed some of the originally-submitted data files to file formats that are more suitable for long-term archiving. For example, *.xlsx files were saved as *.csv, ERDAS Imagine files were converted to GeoTIFFs, and MATLAB files were converted to GeoTIFF and NetCDF formats as appropriate. Files received in NetCDF, GeoTIFF, and HDF formats were not transformed.
NACP Regional: Gridded 1-deg Observation Data and Biosphere and Inverse Model Outputs
This data set contains standardized gridded observation data, terrestrial biosphere model output data, and inverse model simulations of carbon flux parameters that were used in the North American Carbon Program (NACP) Regional Synthesis activities. The data set provides five observation data files (MODIS GPP, MODIS NPP, FIA forest biomass/forest area, NASS crop NPP, and NASS agricultural land fraction) and simulation results from 18 terrestrial biosphere models (TBM) (28 variables; 114 files) and seven inverse models (IM) (two variables; 8 files). To produce this data set, the NACP Modeling and Synthesis Thematic Data Center (MAST-DC) resampled original model simulation results and observation measurement data to 1-degree spatial resolution for North American region, interpolated into monthly or yearly temporal resolution, and reformatted into Climate and Forecast (CF) convention compatible netCDF format. This data set is related to two other processed regional data sets (i.e., NACP Regional: Supplemental Gridded Observations, Biosphere and Inverse Model Outputs; and NACP Regional: National Greenhouse Gas Inventories and Aggregated Gridded Model Data) and the originally-submitted NACP Regional: Original Observation Data and Biosphere and Inverse Model Outputs.
NACP MCI: CO2 Flux from Inversion Modeling, Upper Midwest Region, USA, 2007
This data set provides estimates of Net Ecosystem Exchange (NEE) flux for the U.S. Upper Midwest at 0.5-degree resolution for the year 2007. Estimates were produced by two atmospheric CO2 inversion systems ("??top-down"?), referenced as the continental Colorado State University (CSU) inversion and the mesoscale Pennsylvania State University (PSU) inversion. This modeling work was performed in support of the North American Carbon Program (NACP) Mid-Continent Intensive (MCI) experimental campaign in the U.S. Upper Midwest designed to evaluate innovative methods for CO2 flux inversion and data assimilation. The experiment was performed over a relatively flat, heavily managed agricultural landscape which features a high density of atmospheric CO2 observation measurements. Among the CO2 observations used by the inversion systems were results from a network of instrumented tall towers in the region. The NEE estimates were produced for comparison with CO2 fluxes derived from bottom-up inventory estimates.There are five data files with this data set. The NEE estimates are provided in two NetCDF files, one for each inversion system. Boundary CO2 inflow data used by each inversion system are provided in three comma-separated-format files (.csv).
Seismic dataset in "General Dislocation Source Model and its Application to Microseismic Focal Mechanism Inversion"
<p>This dataset contains the seismic data and the velocity model used in the manuscript entitled "General dislocation source model and its application to microseismic focal mechanism inversion" submitted to Geophysical Journal International.</p>
Seismic dataset in "General Dislocation Source Model and its Application to Microseismic Focal Mechanism Inversion"
<p>This dataset contains the seismic data and the velocity model used in the manuscript entitled "General dislocation source model and its application to microseismic focal mechanism inversion" submitted to Geophysical Journal International.</p>
Inverse estimation of spatiotemporal flux boundary conditions in unsaturated water flow modeling
<p>Data used in field case study in the paper titled "Inverse estimation of spatiotemporal flux boundary conditions in unsaturated water flow modeling".</p>
Magnetic and gravimetric models of La Palma (Canary Island) from standalone and joint inversions.
<p>The Excel file contains the updated 3D models derived from the standalone and joint inversions of the magnetic and gravimetric anomalies on the island of La Palma (Canary Islands). The first Excel sheet contains the 3D magnetic susceptibility model from the standalone inversion. The second sheet shows the 3D magnetic susceptibility model from the joint inversion and the last sheet contain the density contrast model derived from the joint inversion.</p> <p>Each sheet has the following columns:</p> <p>Coordinate UTM X, Coordinate UTM Y, Height (-) or Depth (+), Physical property (magnetic susceptibility or density). </p> <p>Units are given in the headings.</p>
Implementation of Inverse Model Policy based on KineNN in Physical Robot for Pick and Place Scenario
<p>Inverse Model Policy based on KineNN was trained in a simulation. After that, the policy is evaluated with the physical robot. The policy is used to drive the robot to specific target such as: Pick Position, Safe Pick Position, Place Position, Safe Place Position. </p>
Constructing a 3-D radially anisotropic crustal velocity model for Oklahoma using full waveform inversion
<p>The CSV file is the inverted 3D shear velocity. It contains absolute horizontally and vertically polarized shear velocity, as well as their relative perturbation with respect to the averaged 1-D velocity profile. The radial anisotropy (RA), which is defined in the paper, is also concluded in the file.</p>
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.