cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15801849
title: Surface Response of Mercury's Sulfides under Solar Wind Ion Irradiation

description: Datasets of Mg and Ca sulfide samples analyzed for publication "Surface Response of Mercury’s Sulfides under Solar Wind Ion Irradiation" submitted to The Planetary Science Journal.

The data is organized into folders that contain the spectra and spreadsheets that contain the chemical analysis data. 

Folders: the naming structure is "Mineral[_Provider]_EnergyAndSpecies_Spectra"



Mineral: Either CaS or MgS

Provider: For MgS, we used either Zegen Metals&Chemicals (ZMC) or BenchChem (BC)

EnergyAndSpecies: Impacter energy and type

Spectra: Either survey spectra with binding energies from 0-1350 eV or high-resolution spectra of specific elements (Ca, Mg, C, and O)


Spectrum files: Each spectrum is given as a .spe file with the file name of "Mineral_EnergyAndSpecies-XPS-ID.spe".  The files with the "-stats" suffix are repeat measurements to evaluate instrument accuracy. The spectra were fitted in PHI Multipak v9.8. The program includes the instrument-specific sensitivity factors for quantitative analysis. The files can be used in other programmes, such as CasaXPS, following conversion to a VAMAS file. 

Spreadsheets: Includes the composition analysis results and the ion irradiation fluence that corresponds to the .spe file ID. The spreadsheet lists the composition at each fluence state when all spectra are evaluated using the same integration levels for all fluence steps. Furthermore, there are evaluations where the integration steps were adjusted for each fluence step. The single-spectrum evaluations use different primary photoelectron peaks for Ca, Mg, and S. The analysis used in the corresponding publication is the one within the box at the bottom of the sheet.

Reuse of files: We provide these files to allow verification of the chemical analysis presented in the published manuscript. You are free to reuse these spectra to demonstrate the fluence dependency of irradiated CaS and MgS.
DOI: 10.15468/dl.22ags3
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-108.7188 22.49913, -108.5688 22.49913, -108.5688 22.64913, -108.7188 22.64913, -108.7188 22.49913))"
 ]
}

 The dataset includes 138 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034079-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5jqvh9
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-108.5688 22.49913, -108.4188 22.49913, -108.4188 22.64913, -108.5688 22.64913, -108.5688 22.49913))"
 ]
}

 The dataset includes 10 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034080-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.htpqd9
title: Occurrence Download

description: A dataset containing 6566 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is CABI Lepidoptera Collection"
 ]
}

 The dataset includes 6566 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034081-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hjpjnm
title: Occurrence Download

description: A dataset containing 1719 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phytotoma raimondii"
 ]
}

 The dataset includes 1719 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034082-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u6w4jn
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-108.4188 22.49913, -108.2688 22.49913, -108.2688 22.64913, -108.4188 22.64913, -108.4188 22.49913))"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034083-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25976/gm49-2a19
title: CIMP 161_Legacy arsenic pollution in Yellowknife Bay sediments

description: The main objective of this project was to evaluate the long-term stability of arsenic contamination from gold mining in sediments of Yellowknife Bay (Great Slave Lake) and the potential for long-term change in arsenic diffusion from sediments to overlying water with climate warming. A multi-disciplinary study was conducted involving field measurements, laboratory experiments, and modelling. As part of the field program, water column profiles of inorganic arsenic, temperature and specific conductivity were measured in Yellowknife Bay to examine to examine the vertical distribution of surface water arsenic.
description: Water column profiles of inorganic arsenic, temperature and specific conductivity were measured at two sites at the north end of Yellowknife Bay on three occasions (August 2018, March 2019, July 2019). Water samples and sonde measurements were taken near the water surface (-0.15 m depth) and every subsequent metre until reaching the lake bottom (stopping approximately 1 m above the sediment). In the winter, the first measurements were taken at -1 m depth to avoid the overlying ice. Water temperature and specific conductivity were measured with a calibrated YSI sonde. Water samples were collected using trace metal protocols with a peristaltic pump, an acid-washed teflon line and inline high capacity filter (0.45 µm). Filtered water samples were stored in 15 mL trace metal vials and preserved with EDTA and glacial acetic acid. Filtered concentrations of inorganic arsenic were determined by hydride generation atomic fluorescence spectrometry or liquid chromatrography inductively coupled plasma mass spectrometry at the Université de Montréal.
DOI: 10.15468/dl.46amx7
title: Occurrence Download

description: A dataset containing 7249 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geositta peruviana"
 ]
}

 The dataset includes 7249 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034084-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ktj3ze
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-108.2688 22.49913, -108.1188 22.49913, -108.1188 22.64913, -108.2688 22.64913, -108.2688 22.49913))"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034085-251025141854904/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/13736585
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.17909/zh79-ne41
title: Data from Draupnir paper

description: Draupnir paper data
DOI: 10.15468/dl.23bg8h
title: Occurrence Download

description: A dataset containing 2601 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Living Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chinchillidae"
 ]
}

 The dataset includes 2601 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034086-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h36dg2
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-108.1188 22.49913, -107.9688 22.49913, -107.9688 22.64913, -108.1188 22.64913, -108.1188 22.49913))"
 ]
}

 The dataset includes 28 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034087-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ns8j7
title: Occurrence Download

description: A dataset containing 2731 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-78.23676 38.18751,-76.77392 38.18751,-76.77392 39.07244,-78.23676 39.07244,-78.23676 38.18751))",
 "HasGeospatialIssue is false",
 "TaxonKey is Lonicera japonica"
 ]
}

 The dataset includes 2731 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034088-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/7005
title: maria-silvia-v1
DOI: 10.15468/dl.faq7cm
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-107.9688 22.49913, -107.8188 22.49913, -107.8188 22.64913, -107.9688 22.64913, -107.9688 22.49913))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034089-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vwsmah
title: Occurrence Download

description: A dataset containing 1315 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Incaspiza pulchra"
 ]
}

 The dataset includes 1315 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034090-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/7006
title: surgenet-test-ph
DOI: 10.15468/dl.m8g9zx
title: Occurrence Download

description: A dataset containing 3546 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Piezorina cinerea"
 ]
}

 The dataset includes 3546 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034092-251025141854904/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.30625379
title: Dataset: "Pseudoscientific and unwarranted beliefs among prospective primary and secondary science teachers"

description: his dataset contains the raw responses collected for the study “Pseudoscientific and unwarranted beliefs among prospective primary and secondary science teachers.” The research examines the level of acceptance of pseudosciences and unwarranted beliefs among future science teachers.The dataset includes anonymized responses from 616 participants:381 university science graduates enrolled in a Master’s Degree in Secondary Teacher Training (future Secondary Teachers – ST)235 second-year Primary Education student teachers (PT).Participants completed a two-part questionnaire administered as part of regular training activities.The first part asks respondents to assess the scientific status of various disciplines (from basic sciences to pseudosciences) using a 1–5 Likert scale.The second part includes 13 pseudoscientific statements across four domains (paranormal, health-related, denialist, and legitimizing), where participants indicate their level of agreement using a four-option Likert scale (disagree, partly disagree, partly agree, agree).The dataset contains all item-level responses in raw form, fully anonymized, and suitable for replication, secondary analyses, and meta-research in science education and belief studies.
DOI: 10.6084/m9.figshare.30625379.v1
title: Dataset: "Pseudoscientific and unwarranted beliefs among prospective primary and secondary science teachers"

description: his dataset contains the raw responses collected for the study “Pseudoscientific and unwarranted beliefs among prospective primary and secondary science teachers.” The research examines the level of acceptance of pseudosciences and unwarranted beliefs among future science teachers.The dataset includes anonymized responses from 616 participants:381 university science graduates enrolled in a Master’s Degree in Secondary Teacher Training (future Secondary Teachers – ST)235 second-year Primary Education student teachers (PT).Participants completed a two-part questionnaire administered as part of regular training activities.The first part asks respondents to assess the scientific status of various disciplines (from basic sciences to pseudosciences) using a 1–5 Likert scale.The second part includes 13 pseudoscientific statements across four domains (paranormal, health-related, denialist, and legitimizing), where participants indicate their level of agreement using a four-option Likert scale (disagree, partly disagree, partly agree, agree).The dataset contains all item-level responses in raw form, fully anonymized, and suitable for replication, secondary analyses, and meta-research in science education and belief studies.
DOI: 10.15468/dl.kyhwsh
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "PublishingOrg is 478a9e81-e716-42dc-a68d-03487953a32e",
 "TaxonKey is one of (Dendropsophus molitor, Pristimantis elegans, Pristimantis nervicus, Hyloxalus subpunctatus)"
 ]
}

 The dataset includes 107 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034094-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fs7cbe
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-107.8188 22.49913, -107.6688 22.49913, -107.6688 22.64913, -107.8188 22.64913, -107.8188 22.49913))"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034096-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4bkffv
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-131.18811 32.01543,-103.81189 32.01543,-103.81189 42.98457,-131.18811 42.98457,-131.18811 32.01543))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sorex tenellus",
 "Year 1970-2017"
 ]
}

 The dataset includes 59 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034098-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y6fnxt
title: Occurrence Download

description: A dataset containing 228 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 {
 "or" : [
 "Year is 2017",
 "Year is 2018",
 "Year is 2019",
 "Year is 2020",
 "Year is 2021",
 "Year is 2022",
 "Year is 2023",
 "Year is 2024",
 "Year is 2016",
 "Year is 2015"
 ]
 },
 "BasisOfRecord is one of (Human Observation, Material sample, Machine Observation)",
 "StateProvince is one of (Cundinamarca, Boyacá)",
 "TaxonKey is one of (Oxyura ferruginea andina [GBIF Backbone Taxonomy])"
 ]
 }
 ]
}

 The dataset includes 228 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034097-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7besrg
title: Occurrence Download

description: A dataset containing 233 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Cissampelos tropaeolifolia"
 ]
}

 The dataset includes 233 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034099-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.btfej9
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-107.6688 22.49913, -107.5188 22.49913, -107.5188 22.64913, -107.6688 22.64913, -107.6688 22.49913))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034100-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dxhx2b
title: Occurrence Download

description: A dataset containing 2115 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myiarchus semirufus"
 ]
}

 The dataset includes 2115 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034101-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sesnw3
title: Occurrence Download

description: A dataset containing 1691 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tumbezia salvini"
 ]
}

 The dataset includes 1691 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034102-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y4k7nz
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hyloxalus sylvaticus"
 ]
}

 The dataset includes 156 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034103-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.76xkxc
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-107.5188 22.49913, -107.3688 22.49913, -107.3688 22.64913, -107.5188 22.64913, -107.5188 22.49913))"
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034104-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bsgkdg
title: Occurrence Download

description: A dataset containing 228 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dicrodon heterolepis"
 ]
}

 The dataset includes 228 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034105-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17610465
title: Dummy Dataset for Prototype Testing: Breaking the Bottleneck in AI Clusters with Parallel Photonic Integration

description: This dataset is a **dummy placeholder** created solely for testing and demonstration purposes. It does **not contain any real or sensitive data**. The files are structured to mimic the expected input/output format for validating the prototype described in the manuscript *“Breaking the Bottleneck in AI Clusters with Parallel Photonic Integration.”* Researchers can use this dataset to verify workflow integrity, code execution, and reproducibility steps without relying on proprietary or confidential information.
DOI: 10.5281/zenodo.17610466
title: Dummy Dataset for Prototype Testing: Breaking the Bottleneck in AI Clusters with Parallel Photonic Integration

description: This dataset is a **dummy placeholder** created solely for testing and demonstration purposes. It does **not contain any real or sensitive data**. The files are structured to mimic the expected input/output format for validating the prototype described in the manuscript *“Breaking the Bottleneck in AI Clusters with Parallel Photonic Integration.”* Researchers can use this dataset to verify workflow integrity, code execution, and reproducibility steps without relying on proprietary or confidential information.
DOI: 10.15468/dl.pzxu22
title: Occurrence Download

description: A dataset listing the 10148 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is USMB Insecta"
 ]
}

 The dataset's 10148 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034095-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.quz4y6
title: Occurrence Download

description: A dataset containing 2861 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-157.12001 -10.69848,-8.87999 -10.69848,-8.87999 48.69848,-157.12001 48.69848,-157.12001 -10.69848))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Leptonycteris yerbabuenae",
 "Year 1970-2020"
 ]
}

 The dataset includes 2861 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034106-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zt97y5
title: Occurrence Download

description: A dataset containing 24679 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Oregon Bee Atlas Survey Data: 2019"
 ]
}

 The dataset includes 24679 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034107-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.spv8yu
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-107.3688 22.49913, -107.2188 22.49913, -107.2188 22.64913, -107.3688 22.64913, -107.3688 22.49913))"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034108-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.