cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.hbf6kw
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bathymunida rudis Baba & de Saint Laurent, 1996"
 ]
}

 The dataset includes 22 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114096-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22008/fk2/ohi23z/kmpjl1
title: MB_region.nc

description: MB region. Git hash: 20af941
DOI: 10.22008/fk2/ohi23z/sc452j
title: MB_sector.nc

description: MB by sector. Git hash: 20af941
DOI: 10.15468/dl.ucudeh
title: Occurrence Download

description: A dataset containing 366 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-111.03415 25.71376,-111.03592 25.71376,-111.04139 25.71279,-111.04139 25.70958,-111.043 25.70765,-111.05201 25.70748,-111.0562 25.70877,-111.05909 25.70861,-111.05957 25.70604,-111.0578 25.70507,-111.05797 25.69992,-111.05748 25.6959,-111.0496 25.68448,-111.04703 25.67418,-111.04767 25.67193,-111.04703 25.66356,-111.04493 25.66308,-111.04477 25.66115,-111.02981 25.64989,-111.01276 25.66984,-111.0134 25.67804,-111.01742 25.69429,-111.02547 25.69622,-111.02579 25.70057,-111.02868 25.70266,-111.02981 25.70153,-111.03255 25.70314,-111.03415 25.71376))",
 "OccurrenceStatus is Present",
 "TaxonKey is Reptilia"
 ]
}

 The dataset includes 366 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0159890-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22008/fk2/ohi23z/mgwbbv
title: MB_SMB_D_BMB.csv

description: MB CSV. Git hash: 20af941
DOI: 10.15468/dl.ypd79r
title: Occurrence Download

description: A dataset containing 283669 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate rounded, Geodetic datum assumed WGS84, Coordinate reprojected)",
 "TaxonKey is Squamata"
 ]
}

 The dataset includes 283669 records from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0143142-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22008/fk2/ohi23z/attp5c
title: MB_region.nc

description: MB region. Git hash: 20af941
DOI: 10.15468/dl.9msdkk
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bathymunida sibogae Van Dam, 1938"
 ]
}

 The dataset includes 46 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114099-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22008/fk2/ohi23z/qipd43
title: MB_sector.nc

description: MB by sector. Git hash: 20af941
DOI: 10.15468/dl.rfe2wk
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lobotidae, Lobotidae, 197283917, Lobotidae, Lobotidae, Lobotidae, 208012928, Lobotidae, 205001581, Lobotidae, Lobotidae, Lobotidae, Lobotidae, Lobotidae, Lobotidae, Lobotidae, Lobotidae, Lobotidae, Lobotidae, Lobotidae, 208539336, 208060618, Lobotidae, Lobotidae, Lobotidae, Lobotidae, 158145175, Lobotidae, Lobotidae, Lobotidae, Lobotidae, Lobotidae, 208469603, 208478427, Lobotidae, 204357674, Lobotidae, Lobotidae, Lobotidae, Lobotidae, 199475801, Lobotidae, Lobotidae, Lobotidae, Lobotidae, Lobotidae, Lobotidae, 205879494, 161442775, Lobotidae Gill 1861, Lobotidae Gill, 1861, Lobotidae Gill, 1861, Lobotidae Gill 1861, Lutjanidae, Lutjanidae)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((105.5 17,110.5 17,110.5 22,105.5 22,105.5 17))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 92 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0238000-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22008/fk2/ohi23z/wdlogh
title: MB_SMB_D_BMB.csv

description: MB CSV. Git hash: 20af941
DOI: 10.5281/zenodo.11531938
title: Dataset and code for Haimson B et al (2024)
DOI: 10.5281/zenodo.11532186
title: Dataset and code for Haimson B et al (2024)
DOI: 10.15468/dl.nunmyh
title: Occurrence Download

description: A dataset containing 321 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Benin",
 "TaxonKey is Ricinodendron heudelotii (Baill.) Heckel"
 ]
}

 The dataset includes 321 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0143162-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22008/fk2/ohi23z/w245pg
title: MB_region.nc

description: MB region. Git hash: 20af941
DOI: 10.15468/dl.hwxffh
title: Occurrence Download

description: A dataset containing 1137 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lanmaoa G.Wu, Zhu L.Yang & Halling"
 ]
}

 The dataset includes 1137 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0251108-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22008/fk2/ohi23z/09xaoj
title: MB_sector.nc

description: MB by sector. Git hash: 20af941
DOI: 10.15468/dl.bbxpku
title: Occurrence Download

description: A dataset containing 13244 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Opiliaceae"
 ]
}

 The dataset includes 13244 records from 401 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0237839-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.btmb74
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Paraleyrodes perseae"
 ]
}

 The dataset includes 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018417-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xrhsfu
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dreissena bugensis",
 "Country is Bulgaria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018418-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.prqdjv
title: Occurrence Download

description: A dataset containing 1064 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dreissena bugensis",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1064 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018419-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t4r45r
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dreissena bugensis",
 "Country is Hungary",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018420-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v9xryd
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes",
 "Country is Congo, Democratic Republic of the",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018421-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u5agyc
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes",
 "Country is Dominican Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018422-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bmbt95
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carassius gibelio",
 "Country is Romania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 73 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018423-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z9m33k
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes",
 "Country is Egypt",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018424-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m2dkws
title: Occurrence Download

description: A dataset containing 192 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carassius gibelio",
 "Country is Serbia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 192 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018425-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7refej
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Triportheus angulatus fuscus"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018426-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dc4htw
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galinsoga parviflora",
 "Country is Angola",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018427-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h4k9pj
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carassius gibelio",
 "Country is Türkiye",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018428-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/qfge3n
title: Erbario di Bartolomeo De Martinis | Bartolomeo De Martinis' herbarium

description: Erbario di Bartolomeo De Martinis | Bartolomeo De Martinis' herbarium (1714)
DOI: 10.5281/zenodo.16227091
title: Discovery of Universal 316^(m/n) Frequency Scaling in Neutron Star Mergers: Evidence for Magnetic Monopole Structure

description: <p><strong>Abstract:</strong> We report the discovery of a universal frequency scaling law in gravitational wave signals from neutron star mergers. Analysis of LIGO/Virgo data reveals post-merger oscillation frequencies whose ratios follow 316^(m/n) with small integers m and n to sub-percent precision.</p>

<p><strong>Key Results:</strong></p><ul><li>GW170817: 5161/3681 Hz = 1.4022 = 316^(1/17) (0.05% error)</li><li>GW200115: 7810/6080 Hz = 1.2845 = 316^(1/23) (0.02% error)</li><li>GW190425: 7808/6048 Hz = 1.2910 = 316^(1/23) (0.52% error)</li><li>GW190814: 6020/3650 Hz = 1.6493 = 316^(2/23) (0.01% error)</li><li>Control test: GW150914 (BH-BH) shows NO pattern</li></ul>

<p><strong>Significance:</strong> These observations provide the first empirical evidence that nucleons manifest as magnetic monopoles at the magic angle of 54.74°, explaining the fine structure constant α ≈ 1/137 and the nature of nuclear forces.</p>

<p><strong>Data Source:</strong> Public LIGO/Virgo data from GWOSC (https://www.gw-openscience.org/)</p>

<p><strong>Related Theory:</strong> Theoretical framework submitted to Nature (July 20, 2025)</p>
DOI: 10.15468/dl.jhgxhd
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galinsoga parviflora",
 "Country is Armenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018429-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nych9r
title: Occurrence Download

description: A dataset containing 226 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Pinus sylvestris"
 ]
}

 The dataset includes 226 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018431-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.56k36v
title: Occurrence Download

description: A dataset containing 2486 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Barbastella barbastellus",
 "Year 2023-2025"
 ]
}

 The dataset includes 2486 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018430-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qb7d9h
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dreissena bugensis",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018432-250717081556266/datasets/export for details.
DOI: 10.23719/1532423
title: Ambient NO2 and formaldehyde vertical column retrieved from Pandora sun photometer collected radiances and in situ measurements derived from mid-IR spectroscopy. 

description: The links in this ScienceHub entry provide a path to access archived data collected by EPA ORD researchers contributing to this publication. These include datasets collected in  New Jersey, Connecticut and New York. These data collection efforts contributed to the larger Long Island Sound Tropospheric Ozone Study (LISTOS), 2023. 

The data files relevant to this publication are those archiving ground-based in situ formaldehyde data measurements and the Pandora level 0 radiance measurements, from which total column formaldehyde is retrieved, and compared to that retrieved from airborne and satellite-based radiance measurements.

Each dataset has a DOI included in its metadata, with contract information for relevant principal investigators and data managers. These DOI are generated by NASA and by the Pandonia Global Network through collaborations with EPA Office of Research and Development.
DOI: 10.23719/1532362
title: CONTAMINANTS OF EMERGING CONCERN IN SAMPLES COLLECTED IN GROUNDWATER UNDER THE INFLUENCE OF ONSITE SEPTIC SYSTEMS DATASET

description: Dataset summarizes the concentrations of CECs in groundwater impacted by onsite septic systems.
DOI: 10.23719/1532260
title: ShahSanjivkumar_HS.402.1.1.22 _Data-Metadata_Development of HTM-Yp-Ft_Manuscript-20250507

description: A High-throughput Method (HTM) for processing Sponge-Stick Samples to detect Bacillus anthracis - spore-forming biothreat agent for anthrax - was recently developed. The current dataset is for a manuscript which describes how the High-throughput Method (HTM) developed for the spore-forming biothreat agent was adapted and evaluated for the non-spore forming biothreat agents, Yersinia pestis (causes Plague) and Francisella tularensis (causes Tularemia).
DOI: 10.23719/1532314
title: PFAS in Delaware Bay Bivalves

description: PFAS data in bivalves from the Delaware Bay
DOI: 10.23719/1532399
title: Spatial Stream Network Object Supporting Stream Temperature Model for Penobscot River Basin, Maine, USA

description: High resolution spatial stream network (SSN) models are needed to predict stream temperature distributions across large basins at a fine scale, to identify thermal refuge areas for conservation and protection, and to predict the effects of weather variation and management actions on coldwater habitat.  EPA has been working with the Penobscot tribe and Maine Temperature Monitoring Working Group to plan development of a fine scale temperature model for the Penobscot River basin in Maine.  This suite of datasets with supporting Python code provides calibration and prediction covariates for a fine resolution SSN model for the Penosbscot.  Included are an SSN object with catchment covariates, associated Python code and metadata.  At this point model development has not been initiated.
DOI: 10.5281/zenodo.16110535
title: Spontaneous Quantum Turbulence in a Newborn Bose-Einstein Condensate via the Kibble-Zurek Mechanism data

description: Primary data and numerical codes of "Spontaneous Quantum Turbulence in a Newborn Bose-Einstein Condensate via the Kibble-Zurek Mechanism", arXiv:2506.21670 [cond-mat.quant-gas].Codes are written in the Julia programming language.[Structure]1. "codes" folder contains numerical codes written in Julia. (a) "codes/SPGPE" contains codes to solve the stochastic projected Gross-Pitaevskii equation (SPGPE) in parallel (HPC), with a bash script and the example input parameter file.(b) "codes/QuantumTurbulence" contains codes to calculate the compressible/incompressible kinetic energy spectra by processing the SPGPE data in parallel (HPC), with a bash script and the example input parameter files.2. "QuantumTurbulence_E_data" contains the average and the standard deviations of the compressible/incompressible kinetic energy spectra from the 1000 different noise realizations.3. "QuantumTurbulence_E_quadrature" contains the data and the figure showing that one needs smaller step size in space in order to reduce numerical errors at large momentum k.4. "u_data" contains the Fourier transform of the c-field wavefunction below the cutoff energy, and the norm of the c-field wavefunction as a function of time, for different quench times. We calculated 1000 different noise realizations for each quench time.5. "vortex_positions" contains the equilibration time, positions and the number of vortices created via the phase transition (Kibble-Zurek mechanism) at the equilibration time, for each noise realizations.
DOI: 10.23719/1532398
title: Penobscot River, Maine, USA Shade Buffers Dataset with Metadata

description: High resolution spatial stream network (SSN) models are needed to predict stream temperature distributions across large basins at a fine scale, to identify thermal refuge areas for conservation and protection, and to predict the effects of weather variation and management actions on coldwater habitat.  EPA has been working with the Penobscot tribe and Maine Temperature Monitoring Working Group to plan development of a fine scale temperature model for the Penobscot River basin in Maine.  This suite of datasets with supporting Python code provides calibration and prediction covariates for a fine resolution SSN model for the Penosbscot.  Included are  estimates of effective shade from both topographic and vegetation features for different upstream extents (based on both distance and time of travel).  At this point model development has not been initiated.
DOI: 10.23719/1532412
title: Figures 1-3 and example code for Observed chlorophyll vs. Sentinel 2 estimated chlorophyll

description: This dataset provides example code for regression analysis of observed versus estimated chlorophyll from Sentinel 2 satellite imagery based on three different algorithms.  In addition, data used in the production of figures 1-3 of Wolters et al. (2025) Evaluation of atmospheric preprocessing methods and chlorophyll algorithms for Sentinel 2 imagery in coastal waters, submitted to journal Remote Sensing.
DOI: 10.23719/1531782
title: 2021GHpilot_FinalRawData_RAPIDS

description: The data presented in the workbook were from a ACESD/CEMM/ORD 2021 research project conducted in mesocosms in the greenhouse to examine relationships between the presence/absence of oysters (Crassostrea virginica) and ambient/tempered seawater on the growth of eelgrass, Zostera marina.
DOI: 10.23719/1532051
title: Chemical and isotopic analyses of metasomatized ultramafic xenoliths and Quaternary backarc lavas from southern Peru

description: Newly recovered xenoliths from the modern backarc region in southern Peru were collected to investigate the metasomatic history of the northern Altiplano lithosphere and improve constraints on the formation of recent potassic magmatism in the region. The xenoliths described here were collected from a Quaternary latite lava flow near Huarocondo, Peru and include calcite-bearing phlogopite-orthopyroxenites, harzburgites, a wehrlite, and a phlogopite schist. Xenoliths were analyzed for C and O stable isotope ratios of calcite,  H stable isotope ratios of phlogopite, and Sr isotope ratios of calcite, silicates, and phlogopite separates. Mineral chemical analyses where performed on orthopyroxenite and harzburgite xenoliths via electron microbrobe, and bulk rock trace element analyses of all xenoliths were performed via ICPMS. New bulk rock major and trace element analyses of four Quaternary lavas flows belonging to the Rumicolca Formation are also presented. For a detailed discussion of the research motivation, geologic background, analytical techniques, and interpretations, please refer to the related publication.