cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.apy3r7
title: Occurrence Download

description: A dataset containing 254 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "Geometry POLYGON((-68.9 -20.3,-68.7 -20.3,-68.7 -20.5,-68.9 -20.5,-68.9 -20.3))"
 ]
}

 The dataset includes 254 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066634-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/b56yfb
title: Replication Data for: Sequential Evolution of Changjiang Diluted Water and Its Impact on Stratification and Phytoplankton Blooms in the East China Sea during Summer 2020

description: Topography data for "Sequential Evolution of Changjiang Diluted Water and Its Impact on Stratification and Phytoplankton Blooms in the East China Sea during Summer 2020"
DOI: 10.15468/dl.pwcefr
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((121 40,122 40,122 42,121 42,121 40))",
 "OccurrenceStatus is Present",
 "TaxonKey is Chroicocephalus saundersi Swinhoe, 1871"
 ]
}

 The dataset includes 92 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066636-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m2k53d
title: Occurrence Download

description: A dataset containing 144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((77.19568 16.20382,73.09567 15.77208,73.78578 14.44787,75.11973 11.19663,76.54897 7.43632,78.32644 7.99612,79.46692 9.03002,79.71072 9.90311,80.37179 10.32549,80.97833 14.96769,81.45297 15.27207,78.45913 15.62393,77.19568 16.20382))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Canarium strictum Roxb."
 ]
}

 The dataset includes 144 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066637-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/uviqqy
title: Replication Data for The Prison Discovery Crisis

description: For incarcerated people litigating pro se, the civil discovery process is vitally important. When imprisoned litigants lack meaningful access to discovery, their cases become swearing contests they are bound to lose, and wrongdoing in prison goes unaddressed. Yet for these same plaintiffs, civil discovery is defunct. The vast majority of incarcerated plaintiffs, including those with promising or meritorious claims, are unable to navigate either to or through litigation’s discovery phase. Part diagnosis and part treatment, this Article is the first to explore in depth how the discovery process fails those pursuing civil-rights claims against their jailers, laying bare a crisis
in prison litigation and a failure of our procedural regime.

Relying on both case research and extensive interviews with federal judges, staff attorneys, prison-rights lawyers, formerly incarcerated people, and prison officials, the Article chronicles prison discovery’s written and unwritten rules and their failures. It begins with the Federal Rules of Civil Procedure, which map awkwardly or not at all onto prison litigation. It then discusses the much broader amalgam of practical impediments to evidence gathering in prison. These include information asymmetries, resource disparities, and hostility between prison defendants and plaintiffs.

The Article then scrutinizes the dockets and filings of two hundred recent federal cases arising out of two prisons in two quite different districts: Angola in the Middle District of Louisiana and Menard Correctional Center in the Southern District of Illinois. This research reveals differences between the districts’ case-management decisions and cultures, resulting in startling disparities in prison litigants’ discovery prospects. Incarcerated litigants’ current chances of evidencing and vindicating claims may be largely contingent on the district in which their prison sits—what some incarcerated people call “justice by jurisdiction.” Arguing that this situation is both untenable and
preventable, the Article suggests multiple concrete avenues for reform.
DOI: 10.48324/dandi.000059/0.250624.0444
title: Cooling of Medial Septum Reveals Theta Phase Lag Coordination of Hippocampal Cell Assemblies

description: Hippocampal theta oscillations coordinate neuronal firing to support memory and spatial navigation. The medial septum (MS) is critical in theta generation by two possible mechanisms: either a unitary “pacemaker” timing signal is imposed on the hippocampal system, or it may assist in organizing target subcircuits within the phase space of theta oscillations. We used temperature manipulation of the MS to test these models. Cooling of the MS reduced both theta frequency and power and was associated with an enhanced incidence of errors in a spatial navigation task, but it did not affect spatial correlates of neurons. MS cooling decreased theta frequency oscillations of place cells and reduced distance-time compression but preserved distance-phase compression of place field sequences within the theta cycle. Thus, the septum is critical for sustaining precise theta phase coordination of cell assemblies in the hippocampal system, a mechanism needed for spatial memory.
DOI: 10.15468/dl.934cbp
title: Occurrence Download

description: A dataset containing 142 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Mithrodia bradleyi Verrill, 1867",
 "Year 1999-2025"
 ]
}

 The dataset includes 142 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066638-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ab9a9j
title: Occurrence Download

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Posidonia oceanica (L.) Delile"
 ]
}

 The dataset's 3 records were derived from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066635-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.77gbkx
title: Occurrence Download

description: A dataset containing 110403 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Cuculus solitarius Stephens, 1815",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 110403 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066632-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/0krs-nr55
title: Extreme Value Analysis of the Coupled Coastal Hazard Prediction System (CCHaPS) Hindcast for Australia

description: Extreme value analysis of CCHaPS, the Coupled Coastal Hazard Prediction System, which is a 2D hydrodynamic and wave model (Semi-implicit Cross-scale Hydroscience Integrated System Model and Wind Wave Model III, SCHISM-WWMIII), configured around the Australian coastline including the Great Barrier Reef, and extending out to deep offshore waters or neighbouring landmasses (https://data.csiro.au/collection/csiro:65669).

The model simulates water levels due to astronomical tides, weather, waves and aspects of wave-flow interaction over multiple decades, allowing for full consideration of the dynamics of extreme sea levels and waves in the Australian region, at high spatial resolution from ~7 km offshore down to ~250 m at the coast, and ~100 m in major river mouths. The model is run on an unstructured (triangular) grid comprising over 1.4 million nodes, which extends overland up to a 12 m elevation contour, to enable modelling of inundation events and sea level rise.

The CCHaPS hindcast covers the 40-year period 1981 to 2020.

Extreme value analysis has been performed on
1) annual maximum{yr_max} significant wave heights {hs}, and
2) detrended annual maximum {yr_max-detrended} water levels {zos}, with the linear trend in mean water levels removed.

Three types of extreme value distributions (EVDs) are fitted to the annual maxima:
- two-parameter Gumbel
- three-parameter Generalised Extreme Value (GEV)
- four-parameter mixed Gumbel distribution (https://doi.org/10.1038/s41598-022-08382-y)

Datasets are provided for
1) the commonly used GEV {fgev}, and
2) the best of the three EVD {bestEVD} types (with positive shape parameters), selected using the Akaike Information Criterion (AIC). Lower values of AIC indicate better models, in the sense that the model fit is better relative to the number of model parameters.
Note: GEV fits with a negative shape parameter (i.e. bounded upper tail) can yield lower estimated extremes and are therefore not always preferred (e.g. Haigh et al., 2014; https://doi.org/10.1007/s00382-012-1652-1). 

The dataset comprises 1, 2, 5, 10, 20, and 63% Annual Exceedance Probabilities (AEPs) with {upper} and {lower} 95% confidence intervals, stored as netCDF data on an unstructured grid, compliant with CF, ACDD and UGRID metadata conventions. Additional processing is also applied to the confidence intervals. A notebook demonstrating how to interact with the data will be attached under Supporting Documentation, and also available via GitHub (see Related Links, LINK TBA).

The netCDF files can be viewed in QGIS by importing them as a mesh through the Data Source Manager. (https://docs.qgis.org/3.40/en/docs/user_manual/working_with_mesh/mesh.html?utm_source=chatgpt.com)

The data is also stored on CSIRO infrastructure in the {ev-acs-wp3-cchaps} volume, and at NCI in /g/data/ia39/WP3/release/CCHaPS.

A manuscript describing this dataset is in preparation and will be linked to this metadata record in due course.
DOI: 10.15468/dl.k8aeq9
title: Occurrence Download

description: A dataset containing 4856 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Curruca boehmi (Reichenow, 1882)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 4856 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066639-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jweh98
title: Occurrence Download

description: A dataset containing 4376 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((121 40,122 40,122 42,121 42,121 40))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 4376 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066640-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15726060
title: Mirror-mediated long-range coupling and robust phase locking of spatially separated exciton-polariton condensates

description: Experimental data for "Mirror-mediated long-range coupling and robust phase locking of spatially separated exciton-polariton condensates."
DOI: 10.5281/zenodo.15726061
title: Mirror-mediated long-range coupling and robust phase locking of spatially separated exciton-polariton condensates

description: Experimental data for "Mirror-mediated long-range coupling and robust phase locking of spatially separated exciton-polariton condensates."
DOI: 10.15468/dl.6k72bm
title: Occurrence Download

description: A dataset containing 6361 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-73.65741 11.41324,-74.61218 11.3857,-74.86005 11.3857,-75.04366 10.98175,-75.264 9.52205,-74.85087 8.76925,-73.93282 8.41121,-73.49216 9.58632,-73.65741 11.41324))",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Ardea cocoi Linnaeus, 1766, Jabiru mycteria (Lichtenstein, 1819), Mycteria americana Linnaeus, 1758, Spatula discors (Linnaeus, 1766))"
 ]
}

 The dataset includes 6361 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066641-250525065834625/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/12263613
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.6084/m9.figshare.29388551
title: hancheng2024.csv

description: 在 DRAC 计算器中分别使用中心年龄模型 （CAM） 和最低年龄模型 （MAM） 计算样本年龄。在典型条件下，如果样品已经完全漂白，则表现出低分散性，并且等效剂量遵循正态分布。在这种情况下，两个年龄模型的结果将在合理范围内保持一致，从而允许使用 CAM。相反，如果颗粒漂白导致等效剂量的显著过度分散，则应应用 MAM。
DOI: 10.6084/m9.figshare.29388551.v1
title: hancheng2024.csv

description: 在 DRAC 计算器中分别使用中心年龄模型 （CAM） 和最低年龄模型 （MAM） 计算样本年龄。在典型条件下，如果样品已经完全漂白，则表现出低分散性，并且等效剂量遵循正态分布。在这种情况下，两个年龄模型的结果将在合理范围内保持一致，从而允许使用 CAM。相反，如果颗粒漂白导致等效剂量的显著过度分散，则应应用 MAM。
DOI: 10.15468/dl.trkchu
title: Occurrence Download

description: A dataset containing 291 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Curruca cantillans (Pallas, 1764)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 291 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066642-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rs4xkq
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((121 40,122 40,122 42,121 42,121 40))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Numenius madagascariensis (Linnaeus, 1766)"
 ]
}

 The dataset includes 46 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066643-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.j00113.00229
title: The data of the article "Temperature and Acoustic Impedance Simultaneous Sensor Base"d on Forward Stimulated Brillouin Scattering in Highly Nonlinear Fiber
title: The data of the article "Temperature and Acoustic Impedance Simultaneous Sensor Base"d on Forward Stimulated Brillouin Scattering in Highly Nonlinear Fiber

description: All data include forward stimulated Brillouin scattering spectra, sensing frequency shifts, standard deviation and sensitivity, and final state sampling spectra. The resultant plots above correspond to those in the paper. The above correspond to Spectrum, 10_001~280, Deviation, Final.
description: All data include forward stimulated Brillouin scattering spectra, sensing frequency shifts, standard deviation and sensitivity, and final state sampling spectra. The resultant plots above correspond to those in the paper. The above correspond to Spectrum, 10_001~280, Deviation, Final.
DOI: 10.15468/dl.4tssec
title: Occurrence Download

description: A dataset containing 7598 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Curruca communis (Latham, 1787)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 7598 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066644-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pxnw82
title: Occurrence Download

description: A dataset containing 22253 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Posidonia oceanica (L.) Delile"
 ]
}

 The dataset includes 22253 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066645-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15726038
title: Adoption and Usage of Net Banking: A Study of Consumer Behavior

description: Net banking has revolutionized the way consumers interact with financial institutions, offering convenience, speed, and 24/7 accessibility. This study explores the factors influencing consumer adoption and usage of net banking services, analyzing demographic trends, behavioral patterns, perceived benefits, and security concerns. The research combines secondary data with a consumer survey to provide insights into how attitudes, trust, and technology readiness shape the usage of net banking.
DOI: 10.5281/zenodo.15726039
title: Adoption and Usage of Net Banking: A Study of Consumer Behavior

description: Net banking has revolutionized the way consumers interact with financial institutions, offering convenience, speed, and 24/7 accessibility. This study explores the factors influencing consumer adoption and usage of net banking services, analyzing demographic trends, behavioral patterns, perceived benefits, and security concerns. The research combines secondary data with a consumer survey to provide insights into how attitudes, trust, and technology readiness shape the usage of net banking.
DOI: 10.15468/dl.223h4r
title: Occurrence Download

description: A dataset containing 9928 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Curruca conspicillata (Temminck, 1820)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 9928 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066646-250525065834625/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/12263664
title: Students Performance Dataset
DOI: 10.15468/dl.ht8a4u
title: Occurrence Download

description: A dataset containing 174 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Nidorellia armata (Gray, 1840)",
 "Year 1999-2025"
 ]
}

 The dataset includes 174 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066647-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vv6qtd
title: Occurrence Download

description: A dataset containing 176 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Meconopsis henrici Bureau & Franch."
 ]
}

 The dataset includes 176 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066649-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4cnbnn
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Curruca crassirostris (Cretzschmar, 1830)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 52 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066648-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/5xjc-aw15
title: "EchoNet-Dynamic "

description: "Cardiac function estimation from echocardiographic data generally involves supervised learning that is costly in terms of clinical labels. In this work, we present a novel self-supervised learning scheme based on Masked Volume Modelling (MVM), motivated by Masked Autoencoders and SimMIM. The proposed framework aims to learn latent representations from volume time series obtained from echocardiograms. In contrast to earlier works, which treat raw 2D videos or static images, we treat cardiac volume data as 1D signals, masking parts of the time series and then reconstructing them in a Transformer encoder-decoder framework. This technique eliminates the need for labeled data, enabling strong downstream efficacy on ejection fraction (EF) prediction, performing unsupervised clustering, and stratifying illnesses. Our work is two-fold: (1) We establish the mathematical underpinnings of MVM through theoretical errorbounds on reconstruction and convergence guarantees, and (2) We set up a comparative platform for MVM and traditional signal processing methods\u2014like Fourier and Wavelet transforms\u2014 to exhibit the specialties of learned representations for cardiac signal reconstruction. Our model performs better thanconventional CNNs and LSTMs and offers both physiological interpretability and computational efficiency. In addition, we provide a comparison with state-of-the-art approaches and highlight our contributions, including phase-aware masking and interpretability by SHAP analysis."
DOI: 10.15468/dl.7st3ge
title: Occurrence Download

description: A dataset containing 4227 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Curruca curruca (Linnaeus, 1758)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 4227 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066650-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.