cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.16741333
title: Mushroom Rock Radiometric Thermal Data - June 2 2021

description: This orthomosaic of Mushroom rock was created from 725 images taken on June 2 2021, at 375 ft AGL, with a DJI XT2 Sensor mounted to a DJI Matrice 210 UAV. The mission was planned using the DJI Pilot application and post-processed using DroneDeploy.
description: Disclaimer: The following aerial imagery is intended solely for research purposes related to the assessment of the captured area. It is strictly prohibited to distribute this imagery to any unauthorized individuals or third-party entities without prior authorization.The University of Guam Drone Corps funded by NASA Guam Space Grant and NASA Guam EPSCoR retain all rights to the aerial imagery, including but not limited to copyrights and intellectual property rights. Any unauthorized modification, reproduction, or distribution of the imagery is strictly prohibited.By using this data, you acknowledge and agree to abide by the terms and conditions set forth in this disclaimer. Privacy Disclaimer: The aerial imagery captured for assessment may inadvertently include images of private property and individuals. While every effort has been made to respect privacy, it is possible that identifiable information or sensitive locations may be visible in the imagery. University of Guam Drone Corps and related parties disclaim any responsibility for the unintentional collection or dissemination of such information. The recipient(s) of this imagery are urged to handle it with due care and take necessary precautions to protect the privacy rights of individuals and comply with applicable privacy laws and regulations.
DOI: 10.5281/zenodo.16741334
title: Mushroom Rock Radiometric Thermal Data - June 2 2021

description: This orthomosaic of Mushroom rock was created from 725 images taken on June 2 2021, at 375 ft AGL, with a DJI XT2 Sensor mounted to a DJI Matrice 210 UAV. The mission was planned using the DJI Pilot application and post-processed using DroneDeploy.
description: Disclaimer: The following aerial imagery is intended solely for research purposes related to the assessment of the captured area. It is strictly prohibited to distribute this imagery to any unauthorized individuals or third-party entities without prior authorization.The University of Guam Drone Corps funded by NASA Guam Space Grant and NASA Guam EPSCoR retain all rights to the aerial imagery, including but not limited to copyrights and intellectual property rights. Any unauthorized modification, reproduction, or distribution of the imagery is strictly prohibited.By using this data, you acknowledge and agree to abide by the terms and conditions set forth in this disclaimer. Privacy Disclaimer: The aerial imagery captured for assessment may inadvertently include images of private property and individuals. While every effort has been made to respect privacy, it is possible that identifiable information or sensitive locations may be visible in the imagery. University of Guam Drone Corps and related parties disclaim any responsibility for the unintentional collection or dissemination of such information. The recipient(s) of this imagery are urged to handle it with due care and take necessary precautions to protect the privacy rights of individuals and comply with applicable privacy laws and regulations.
DOI: 10.15468/dl.hm2qyh
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAU0884"
 ]
}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012528-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hxhf5w
title: Occurrence Download

description: A dataset containing 139 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Megapodius decollatus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 139 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012529-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rffkf2
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Petrochromis macrognathus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012530-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qsz3sy
title: Occurrence Download

description: A dataset containing 2140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Megapodius cumingii)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 2140 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012531-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15256185
title: 호지 추측의 증명. 11
DOI: 10.5281/zenodo.15256186
title: 호지 추측의 증명. 11
DOI: 10.6084/m9.figshare.28832108
title: Data for "Liquid-like versus stress-driven dynamics in a metallic glass former observed by temperature scanning X-ray photon correlation spectroscopy"

description: All raw data and fit results from the publication "Liquid-like versus stress-driven dynamics in a metallic glass former observed by temperature scanning X-ray photon correlation spectroscopy" by M. Frey et al. (accepted fpr publication in Nature Communications, 2025)
DOI: 10.6084/m9.figshare.28832108.v1
title: Data for "Liquid-like versus stress-driven dynamics in a metallic glass former observed by temperature scanning X-ray photon correlation spectroscopy"

description: All raw data and fit results from the publication "Liquid-like versus stress-driven dynamics in a metallic glass former observed by temperature scanning X-ray photon correlation spectroscopy" by M. Frey et al. (accepted fpr publication in Nature Communications, 2025)
DOI: 10.15468/dl.tzmcxs
title: Occurrence Download

description: A dataset containing 631 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Brunei Darussalam, Cambodia, Indonesia, Lao People’s Democratic Republic, Malaysia, Myanmar, Philippines, Singapore, Timor-Leste, Thailand, Viet Nam)",
 "TaxonKey is Liquidambar L."
 ]
}

 The dataset includes 631 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008166-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hvat36
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Polygonum lacerum Kunth)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072517-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.awspde
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024549-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.abufc9
title: Occurrence Download

description: A dataset containing 286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Strumigenys godeffroyi Mayr, 1866)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 286 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072518-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ghnqmp
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036361-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7zcvd6
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001117-190307172214381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bqnpss
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003036-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uvrica
title: Occurrence Download

description: A dataset containing 237162638 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tracheophyta"
 ]
}

 The dataset includes 237162638 records from 3770 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036444-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14536124
title: Explainable Artificial Intelligence Elucidates Synthesis-Structure-Property-Function Relationships in Nanostructured Catalysts

description: In the latest version of this repository (V3) there are 3 Excel files, 2 Jupyter notebook files, and 1 zipped folder with microscopic images which are submitted as a part of the research manuscript titled "Explainable Artificial Intelligence Elucidates Synthesis-Structure-Property-Function Relationships in Nanostructured Catalysts."

The CRISP_dataset.xlsx file comprises data required to run the jupyternotebook titled "CRISP_final_model_.ipynb". 

The SPIRO_dataset.xlsx file comprises data required to run the jupyternotebook titled "SPIRO_final_model_.ipynb". 

The CRISP model is a classification model that predicts the formation of single atoms vs nanoparticles based on a set of synthetic parameters and bulk material properties as input features. The SPIRO model predicts the performance of single-atom catalysts for  HER and OER based on atomic properties. Both models were developed as part of the study.

The Charachterization_and_reaction_data.xlsx files include all the characterization data (including XRD, ICP, XANES, and EXAFS) and electrochemical performance measurement (including Cyclic voltammetry (CV), and Linear sweep voltammetry (LSV) for both OER and HER reactions investigated in this study. All the data are neatly curated in specific tabs within this Excel sheet. 

The zipped folder contains STEM images of the single-atom catalysts synthesized and tested in the study and presented in the manuscript.
DOI: 10.15468/dl.wbekfs
title: Occurrence Download

description: A dataset containing 1244 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nephelium lappaceum L.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1244 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032827-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2kwxt6
title: CCDC 2380329: Experimental Crystal Structure Determination

description: Related Article: S. Grabowski, K. Nowakowska, H. Butkiewicz, A. Hoser, A. Wesełucha-Birczyńska, T. Seidler, P. Moskal, M. Gryl|2025|IUCrJ|12|403|doi:10.1107/S2052252525002210
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2kwxs5
title: CCDC 2380328: Experimental Crystal Structure Determination

description: Related Article: S. Grabowski, K. Nowakowska, H. Butkiewicz, A. Hoser, A. Wesełucha-Birczyńska, T. Seidler, P. Moskal, M. Gryl|2025|IUCrJ|12|403|doi:10.1107/S2052252525002210
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2kwy0f
title: CCDC 2380335: Experimental Crystal Structure Determination

description: Related Article: S. Grabowski, K. Nowakowska, H. Butkiewicz, A. Hoser, A. Wesełucha-Birczyńska, T. Seidler, P. Moskal, M. Gryl|2025|IUCrJ|12|403|doi:10.1107/S2052252525002210
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2ln2y9
title: CCDC 2402591: Experimental Crystal Structure Determination

description: Related Article: Gulaim A. Seisenbaeva, Lars Kloo, Peter Agback, Vadim G. Kessler|2025|Dalton Trans.|54|7611|doi:10.1039/D5DT00348B
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.kun5js
title: Occurrence Download

description: A dataset containing 11119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Spilosoma lubricipeda (Linnaeus, 1758)"
 ]
}

 The dataset includes 11119 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032830-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xukv3r
title: Occurrence Download

description: A dataset containing 3798 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dimocarpus longan Lour.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3798 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032831-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5sn01h1t
title: MassIVE MSV000097898 - An automated workflow to address proteome complexity and the large search space problem in proteomics and HLA-I immunopeptidomics
title: Antigenic noncanonical epitope and novel protein discovery are research areas with therapeutical applications, predominantly done via mass spectrometry. The latter should rely on a well-characterized proteogenomic search space. Its size is barely known for antigenic noncanonical peptides and novel proteins, and this could impact on their identification. To address these issues, we here develop an automated workflow comprised of Sequoia for the creation of RNA sequencing informed and exhaustive sequence search spaces for various noncanonical peptide origins, and SPIsnake for pre-filtering and exploration of sequence search space prior to mass spectrometry searches. We apply our workflow to characterize the exact sizes of tryptic and nonspecific peptide sequence search spaces in a variety of definitions, their reduction when using RNA expression, their inflation by post-translational modifications, and the frequency of peptide sequence multimapping to different noncanonical origins. Furthermore, we explore the application of Sequoia and SPIsnake on HLA-I immunopeptidomes, thereby rescuing sensitivity in peptide identification when confronted with inflated search spaces. Taken together, Sequoia and SPIsnake pave the way for an educated development of methods addressing large-scale exhaustive proteogenomic discovery by exposing the consequences of database size inflation and ambiguity of peptide and protein sequence identification.
DOI: 10.15468/dl.ge9uw2
title: Occurrence Download

description: A dataset containing 9475 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year is greater than or equal to 1981",
 "Year is less than or equal to 2010",
 "HasCoordinate is true",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "VerbatimScientificName is Eriophorum vaginatum",
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 9475 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032833-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5nv99p80
title: MassIVE MSV000097899 - Mammalian mitochondrial polyphosphate is regulated by the 5-InsP7 synthase IP6K1
title: HEK293T cells were collected and lysed by incubating it in lysis buffer containing 50 mM HEPES, 150 mM NaCl, 1 mM EDTA, 1 mM DTT, 1 mM NaF, 1X protease inhibitor cocktail, 1X phosphatase inhibitor cocktail) for 45 mins at 4 degree C followed by centrifugation at 8000g for 10 mins at 4 degree C. Cell lysate containing 1 mg protein was added to 100 microlitre each of 100 micromolar agarose PolyP8 (P8), agarose PolyP3 (P3), agarose Pi, and agarose propanol. The volume was made up to 1ml using thea lysis buffer. The beads were kept overnight at 4 degree C for overnight mixing on an end-over-end mixer, washed using lysis buffer, and boiled at 95 degree C for 5 mins in 1X Laemmli buffer. The proteins were run on 12% SDS-Polyacrylamide gels for 20 mins so that the dye front moves to about 0.8 cm in the resolving gel. The gel was stained using the Coomassie blue stain (0.25%) for half an hour. Later, the gel was destained using a destaining solution to remove excess stain. The stained protein band was cut and sent for Mass spectrometry to TAPLIN facility at Harvard University.
DOI: 10.15468/dl.re4892
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-66.84077000000001 -11.25621, -66.8216 -11.25351, -66.83327 -11.25323, -66.84077000000001 -11.25621))",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032834-250426092105405/datasets/export for details.
DOI: 10.15468/dl.84ssg7
title: Occurrence Download

description: A dataset containing 11753 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((59.53798 17.91041,140.26837 17.91041,140.26837 65.08568,59.53798 65.08568,59.53798 17.91041))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Krascheninnikovia ceratoides (L.) Gueldenst., Salsola collina Pall., Suaeda salsa (L.) Pall., Agriophyllum squarrosum (L.) Moq., Ephedraceae, Haloxylon ammodendron (C.A.Mey.) Bunge ex Fenzl)"
 ]
}

 The dataset includes 11753 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032835-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p8vmxj
title: Occurrence Download

description: A dataset containing 423 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dysaphis tulipae (Boyer de Fonscolombe, 1841)"
 ]
}

 The dataset includes 423 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032837-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.78fcry
title: Occurrence Download

description: A dataset containing 6835 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nicotiana tabacum L.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6835 records from 386 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032838-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23708/bfwzdi
title: HYDROTHIEM observatory (eastern tropical coast of New Caledonia, South West Pacific): water resource observation data, 2018-2021

description: HydroThiem observatory, located in the humid eastern coast of New Caledonia is devoted the study of impact of invasive ungulate species and bushfires on the amount of water resource, erosion and water quality in a catchment used for drinking water. Data from this observatory can be used as a comparison with other catchments submitted to different or similar disturbances