cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.9uq6sw
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex foraminatiformis Y.C.Tang & S.Yun Liang"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092552-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cz3jry
title: Occurrence Download

description: A dataset containing 227 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "StateProvince is nova scotia",
 {
 "or" : [
 "TaxonKey is Chromista",
 "TaxonKey is Rhodophyta"
 ]
 }
 ]
}

 The dataset includes 227 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015727-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qns8px
title: Occurrence Download

description: A dataset containing 6161 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crocothemis servilia (Drury, 1773)"
 ]
}

 The dataset includes 6161 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0115599-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4aci0n
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Cheracebus medemi (Hershkovitz, 1963)"
 ]
}

 The dataset includes 15 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015728-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5chkpw
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caryota sympetala Gagnep."
 ]
}

 The dataset includes 72 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092567-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9e4vcm
title: Occurrence Download

description: A dataset containing 135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Ameerega trivittata (Spix, 1824)"
 ]
}

 The dataset includes 135 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137936-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f4twam
title: Occurrence Download

description: A dataset containing 1028 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lilium humboldtii Bull., 1871"
 ]
}

 The dataset includes 1028 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0140817-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iccaqq
title: Occurrence Download

description: A dataset containing 359 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Tapirus pinchaque (Roulin, 1829)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 359 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027636-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2cm9h5
title: Occurrence Download

description: A dataset containing 119 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium lychnitis Scheele"
 ]
}

 The dataset includes 119 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024118-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eac9dn
title: Occurrence Download

description: A dataset containing 2351 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zeyheria montana Mart."
 ]
}

 The dataset includes 2351 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0199888-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jehwoe
title: Occurrence Download

description: A dataset containing 533 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mosannona depressa (Baill.) Chatrou"
 ]
}

 The dataset includes 533 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015729-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rsv2b9
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Casearia amplectens Sleumer"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092613-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hsu5q3
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rulyrana orejuela (Duellman & Burrowes, 1989)"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0346649-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mhakhp
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-8.33296 42.07369,-8.29107 42.07369,-8.29107 42.1063,-8.33296 42.1063,-8.33296 42.07369))",
 "HasCoordinate is true",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 36 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015729-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.veaucb
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cirsium uetsuense Kitam."
 ]
}

 The dataset includes 53 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092561-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y39bkn
title: Occurrence Download

description: A dataset containing 131 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Benin",
 "TaxonKey is Raphia hookeri G.Mann & H.Wendl."
 ]
}

 The dataset includes 131 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0199908-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vqsgu9
title: Occurrence Download

description: A dataset containing 811285 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pieris rapae (Linnaeus, 1758)"
 ]
}

 The dataset includes 811285 records from 480 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015730-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hbnkra
title: Occurrence Download

description: A dataset containing 1644 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myotis leibii (Audubon & Bachman, 1842)"
 ]
}

 The dataset includes 1644 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0115602-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v7dske
title: Occurrence Download

description: A dataset containing 2287 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex foliosissima F.Schmidt"
 ]
}

 The dataset includes 2287 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092532-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qauksu
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gastrotheca coeruleomaculatus"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015440-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8npmsv
title: Occurrence Download

description: A dataset listing the 44 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is PNG Invasive Species"
 ]
}

 The dataset's 44 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015433-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k7r7ew
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Megophrys aceras"
 ]
}

 The dataset includes 24 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015441-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d2btpp
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Adelophryne meridionalis"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015442-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x6z72z
title: Occurrence Download

description: A dataset containing 1650 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Scinax fuscomarginatus"
 ]
}

 The dataset includes 1650 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015443-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29195171.v1
title: <b>Half-Bridge VSI Control – ATmega2560 + CHIL</b>

description: This item contains all files related to the development and validation of a Control Unit for a half-bridge Voltage Source Inverter (VSI), based on the ATmega2560 microcontroller and bipolar SPWM control.The project demonstrates a low-cost, educationally oriented solution for inverter control, verified using Controller Hardware-in-the-Loop (CHIL) methodology with the Typhoon HIL 402 platform.Included in this dataset:MATLAB/Simulink model of the half-bridge VSITyphoon HIL model for CHIL simulationArduino-compatible source code for the ATmega2560 (SPWM implementation)MATLAB scripts for generating PWM pulse tablesRaw oscilloscope measurements and harmonic analysis dataSTL files for a 3D-printable enclosureBasic documentation and wiring schematicsThis work is intended for researchers, educators, and students in power electronics and embedded systems, and supports reproducibility and further development.
DOI: 10.15468/dl.bsnc7j
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Boana jaguariaivensis"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015444-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30741617
title: roaches_zinb

description: The roaches data example comes from Chapter 8.3 of [Gelman and Hill (2007)](https://sites.stat.columbia.edu/gelman/arm/).<br><br>&gt; The treatment and control were applied to 160 and 104 apartments, respectively, and the outcome measurement $y_i$ in each apartment $i$ was the number of roaches caught in a set of traps. Different apartments had traps for different numbers of days.<br><br>In addition to an intercept, the regression predictors for the model are the pre-treatment number of roaches `roach1`, the treatment indicator `treatment`, and a variable indicating whether the apartment is in a building restricted to elderly residents `senior`. The distribution of `roach1` is very skewed and we take a square root of it. Because the number of days for which the roach traps were used is not the same for all apartments in the sample, we include it as an exposure2 by adding $\log⁡(u_i)$ to the linear predictor $\eta_i$ and it can be specified using the offset argument in Bambi.
DOI: 10.6084/m9.figshare.30741617.v2
title: roaches_zinb

description: The roaches data example comes from Chapter 8.3 of [Gelman and Hill (2007)](https://sites.stat.columbia.edu/gelman/arm/).<br><br>&gt; The treatment and control were applied to 160 and 104 apartments, respectively, and the outcome measurement $y_i$ in each apartment $i$ was the number of roaches caught in a set of traps. Different apartments had traps for different numbers of days.<br><br>In addition to an intercept, the regression predictors for the model are the pre-treatment number of roaches `roach1`, the treatment indicator `treatment`, and a variable indicating whether the apartment is in a building restricted to elderly residents `senior`. The distribution of `roach1` is very skewed and we take a square root of it. Because the number of days for which the roach traps were used is not the same for all apartments in the sample, we include it as an exposure2 by adding $\log⁡(u_i)$ to the linear predictor $\eta_i$ and it can be specified using the offset argument in Bambi.
DOI: 10.6084/m9.figshare.30741617.v1
title: roaches_zinb

description: The roaches data example comes from Chapter 8.3 of [Gelman and Hill (2007)](https://sites.stat.columbia.edu/gelman/arm/).<br><br>&gt; The treatment and control were applied to 160 and 104 apartments, respectively, and the outcome measurement $y_i$ in each apartment $i$ was the number of roaches caught in a set of traps. Different apartments had traps for different numbers of days.<br><br>In addition to an intercept, the regression predictors for the model are the pre-treatment number of roaches `roach1`, the treatment indicator `treatment`, and a variable indicating whether the apartment is in a building restricted to elderly residents `senior`. The distribution of `roach1` is very skewed and we take a square root of it. Because the number of days for which the roach traps were used is not the same for all apartments in the sample, we include it as an exposure2 by adding $\log⁡(u_i)$ to the linear predictor $\eta_i$ and it can be specified using the offset argument in Bambi.
DOI: 10.15468/dl.2s87et
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Alcalus mariae"
 ]
}

 The dataset includes 55 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015445-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w5ac9r
title: Occurrence Download

description: A dataset containing 2318 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((104.05344 0.57995,131.5162 0.57995,131.5162 41.29209,104.05344 41.29209,104.05344 0.57995))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Thunnus obesus, Tridacna gigas, Tridacna maxima, Tridacna squamosa, Tridacna crocea, Trachidermus fasciatus, Thelenota ananas, Panulirus ornatus, Nautilus pompilius, Nautilus pompilius pompilius, Hippocampus pontohi, Hippocampus denise, Bolbometopon muricatum, Cassis cornuta, Charonia tritonis, Cheilinus undulatus, Cypraea tigris, Cypraea tigris pardalis)",
 "Year 2000-2024"
 ]
}

 The dataset includes 2318 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015446-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34894/h2hgiv
title: VOC Prices in the Dutch-Asian Trade, 1608-1800

description: VOC Prices in the Dutch-Asian Trade, 1608-1800” contains original (true to source), extrapolated, interpolated and imputed data on the prices of different commodities in their place of purchase and in Amsterdam.
DOI: 10.15468/dl.8pmeud
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mozambique",
 "Geometry POLYGON((32 -28,50 -28,50.72689 -18.08856,50 -10,32 -10,32 -28))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (67b2263f-6990-4d9d-b32b-20aa72ef4fbc, 28eb1a3f-1c15-4a95-931a-4af90ecb574d, 1989b627-2a61-44db-83e4-392efc5da0a9, 3fe68b43-b4b5-4b04-82d8-cca29f8e2164)",
 "TaxonKey is Chelonia mydas"
 ]
}

 The dataset includes 46 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015449-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13919523
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.17758705
title: Reproducibility Package for "Vortex-Merger Thermodynamics in 2D Turbulence: A Metriplectic Scenario for the Onsager Anomaly"

description: This archive provides the reproducibility package for the manuscript

"Vortex-Merger Thermodynamics in 2D Turbulence: A Metriplectic Scenario for the Onsager Anomaly".

It contains a minimal, self-contained set of data and Python scripts needed toreproduce

- the dissipation–saturation figure (viscous, event, and total dissipation  versus effective Reynolds number), and- the robustness diagnostics with respect to particle number N and random seeds,

without requiring access to the production solver or large-scale computingresources.

Contents (top-level layout):

- data/raw/epsilon_events_ensemble.csv:    pre-computed ensemble of metriplectic point-vortex runs, generated offline    with the Average Discrete Gradient (ADG) solver described in the paper;- data/processed/*.csv:    processed summary tables (ensemble means and standard deviations,    dissipation vs Re_eff) used directly for plotting;- NS_reference/:    lightweight 2D pseudo-spectral Navier–Stokes solver and the corresponding    viscous dissipation vs Re_eff datasets, including optional high-resolution    runs at 256^2 and 512^2;- src/:    small helper scripts for rebuilding the processed tables and producing    all figures from the raw and processed CSV files;- docs/:    short notes documenting the discrete vortex metriplectic model and the    simulation protocol used to generate the ensemble.

Quick usage:

    python -m src.parameter_sweep    python NS_reference/generate_viscous_data.py   # optional; regenerates NS curve    python -m src.plot_dissipation_saturation    python -m src.plot_robustness

This will regenerate the main dissipation-saturation figure and the robustnessplots reported in the accompanying Letter.
DOI: 10.5281/zenodo.17758704
title: Reproducibility Package for "Vortex-Merger Thermodynamics in 2D Turbulence: A Metriplectic Scenario for the Onsager Anomaly"

description: This archive provides the reproducibility package for the manuscript

"Vortex-Merger Thermodynamics in 2D Turbulence: A Metriplectic Scenario for the Onsager Anomaly".

It contains a minimal, self-contained set of data and Python scripts needed toreproduce

- the dissipation–saturation figure (viscous, event, and total dissipation  versus effective Reynolds number), and- the robustness diagnostics with respect to particle number N and random seeds,

without requiring access to the production solver or large-scale computingresources.

Contents (top-level layout):

- data/raw/epsilon_events_ensemble.csv:    pre-computed ensemble of metriplectic point-vortex runs, generated offline    with the Average Discrete Gradient (ADG) solver described in the paper;- data/processed/*.csv:    processed summary tables (ensemble means and standard deviations,    dissipation vs Re_eff) used directly for plotting;- NS_reference/:    lightweight 2D pseudo-spectral Navier–Stokes solver and the corresponding    viscous dissipation vs Re_eff datasets, including optional high-resolution    runs at 256^2 and 512^2;- src/:    small helper scripts for rebuilding the processed tables and producing    all figures from the raw and processed CSV files;- docs/:    short notes documenting the discrete vortex metriplectic model and the    simulation protocol used to generate the ensemble.

Quick usage:

    python -m src.parameter_sweep    python NS_reference/generate_viscous_data.py   # optional; regenerates NS curve    python -m src.plot_dissipation_saturation    python -m src.plot_robustness

This will regenerate the main dissipation-saturation figure and the robustnessplots reported in the accompanying Letter.
DOI: 10.15468/dl.4m82tb
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pristimantis paramerus"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015452-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.