cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18047545
title: Automated MATLAB Script for Systematic Literature Retrieval

description: A custom MATLAB script was developed to automate the search and filtering of relevant journal articles from scientific databases. The script uses predefined search strings, target keywords, and publication year filters to query literature sources, including the ability to restrict searches to specific publishers such as MDPI, Elsevier, or others, and to merge results from multiple queries into a single, deduplicated file. Metadata such as title, abstract, DOI, publication year, and source are retrieved and exported into structured formats for screening. The consolidated results are sorted chronologically by year, providing an organized overview of the literature. This tool significantly enhanced the efficiency and reproducibility of the literature collection phase, ensuring consistent application of inclusion criteria across multiple sources and producing a master file that is particularly suitable for systematic literature searches.
DOI: 10.15468/dl.hrav9d
title: Occurrence Download

description: A dataset containing 4624 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Italy",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cydonia oblonga Mill.",
 "Year 1500-2025"
 ]
}

 The dataset includes 4624 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019250-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2024-04.3086203/2552833
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3086204/2552834
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3086208/2552835
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3086209/2552836
title: Data for EMSL Project 51287 from April 2024
DOI: 10.15468/dl.q2asyy
title: Occurrence Download

description: A dataset containing 407 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Living Specimen, Occurrence evidence)",
 "Geometry POLYGON((-97.942126779382 17.96241876811517,-96.07768507117527 17.96241876811517,-96.07768507117527 19.826860476321883,-97.942126779382 19.826860476321883,-97.942126779382 17.96241876811517))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bromeliohyla dendroscarta (Taylor, 1940)"
 ]
}

 The dataset includes 407 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016496-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2024-04.3086210/2552837
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3086211/2552838
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3086212/2552839
title: Data for EMSL Project 51287 from April 2024
DOI: 10.5281/zenodo.13851173
title: 3d Transition Metal K-edge XANES Dataset for Machine Learning Models

description: DataThis dataset contains machine learning data for K-edge X-ray Absorption Near-Edge Structure (XANES) prediction models for eight 3d transition metals (Ti -Cu).



features_and_spectra: Material features (X) and corresponding XAS spectra (y) for each dataset split: training (train), validation (val), and test.

 material_id_and_site: Material identifiers and site indices (according to Lightshow) for each dataset split. 


FundingThis research is based upon work supported by the U.S. Department of Energy, Office of Science, Office Basic Energy Sciences, under Award Number FWP PS-030. This research also used theory and computational resources of the Center for Functional Nanomaterials, which is a U.S. Department of Energy Office of Science User Facility, and the Scientific Data and Computing Center, at Brookhaven National Laboratory under Contract No. DE-SC0012704 and by Brookhaven National Laboratory (BNL), Laboratory Directed Research and Development (LDRD) grant no. 24-004.
DOI: 10.5281/zenodo.13851174
title: 3d Transition Metal K-edge XANES Dataset for Machine Learning Models

description: DataThis dataset contains machine learning data for K-edge X-ray Absorption Near-Edge Structure (XANES) prediction models for eight 3d transition metals (Ti -Cu).



features_and_spectra: Material features (X) and corresponding XAS spectra (y) for each dataset split: training (train), validation (val), and test.

 material_id_and_site: Material identifiers and site indices (according to Lightshow) for each dataset split. 


FundingThis research is based upon work supported by the U.S. Department of Energy, Office of Science, Office Basic Energy Sciences, under Award Number FWP PS-030. This research also used theory and computational resources of the Center for Functional Nanomaterials, which is a U.S. Department of Energy Office of Science User Facility, and the Scientific Data and Computing Center, at Brookhaven National Laboratory under Contract No. DE-SC0012704 and by Brookhaven National Laboratory (BNL), Laboratory Directed Research and Development (LDRD) grant no. 24-004.
DOI: 10.5281/zenodo.14145457
title: 3d Transition Metal K-edge XANES Dataset for Machine Learning Models

description: DataThis dataset contains machine learning data for K-edge X-ray Absorption Near-Edge Structure (XANES) prediction models for eight 3d transition metals (Ti -Cu).



features_and_spectra: Material features (X) and corresponding XAS spectra (y) for each dataset split: training (train), validation (val), and test.

 material_id_and_site: Material identifiers and site indices (according to Lightshow) for each dataset split. 


FundingThis research is based upon work supported by the U.S. Department of Energy, Office of Science, Office Basic Energy Sciences, under Award Number FWP PS-030. This research also used theory and computational resources of the Center for Functional Nanomaterials, which is a U.S. Department of Energy Office of Science User Facility, and the Scientific Data and Computing Center, at Brookhaven National Laboratory under Contract No. DE-SC0012704 and by Brookhaven National Laboratory (BNL), Laboratory Directed Research and Development (LDRD) grant no. 24-004.
DOI: 10.15468/dl.u63ze7
title: Occurrence Download

description: A dataset containing 1478 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ficus eximia Schott"
 ]
}

 The dataset includes 1478 records from 127 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012723-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u6ky94
title: Occurrence Download

description: A dataset containing 5635559 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chiroptera",
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 5635559 records from 5656 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012681-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hsg62q
title: Occurrence Download

description: A dataset containing 1141342 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Benin",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1141342 records from 535 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004601-250415084134356/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.cc2f64kc
title: CCDC 2240232: Experimental Crystal Structure Determination

description: Related Article: Domenica Marabello|2025|CSD Communication|||
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.s6ttxv
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apalanthe Planch."
 ]
}

 The dataset includes 17 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006480-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/csc2.obs.11518
title: Chandra X-ray Observatory ObsId 11518

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.25574/csc2.obs.11519
title: Chandra X-ray Observatory ObsId 11519

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.15468/dl.4u9wnp
title: Occurrence Download

description: A dataset containing 1189 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Leopardus pardalis (Linnaeus, 1758)"
 ]
}

 The dataset includes 1189 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060630-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fpt3b6
title: Occurrence Download

description: A dataset containing 494 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is United States of America",
 "DatasetKey is TNHC Herpetology Collection",
 "TaxonKey is Sceloporus olivaceus Smith, 1934"
 ]
}

 The dataset includes 494 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060951-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4nrmex
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 {
 "or" : [
 "DatasetKey is NMNH Extant Specimen Records (USNM, US)",
 "DatasetKey is University of Michigan Museum of Zoology, Division of Mollusks",
 "DatasetKey is Field Museum of Natural History (Zoology) Invertebrate Collection",
 "DatasetKey is LACM Malacology",
 "DatasetKey is Museum of Comparative Zoology, Harvard University",
 "DatasetKey is Malacology Collection at the Academy of Natural Sciences of Philadelphia",
 "DatasetKey is Auburn University Museum of Natural History Mollusks"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lampsilis higginsii (I.Lea, 1857)"
 ]
}

 The dataset includes 103 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021923-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/csc2.obs.11520
title: Chandra X-ray Observatory ObsId 11520

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.25574/csc2.obs.10282
title: Chandra X-ray Observatory ObsId 10282

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.15468/dl.txy4ea
title: Occurrence Download

description: A dataset containing 4305 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-31.02538 23.64258,8.70118 25.98633,51.5918 31.96289,45.14648 43.44726,23.81837 62.19727,-35.71289 60.55664,-31.02538 23.64258))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tradescantia fluminensis Vell."
 ]
}

 The dataset includes 4305 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071563-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.deny3t
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Eucalyptus woodwardii Maiden"
 ]
}

 The dataset includes 87 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073671-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uijpps
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "TaxonKey is Rauvolfia serpentina (L.) Benth. ex Kurz"
 ]
}

 The dataset includes 36 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006042-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/csc2.obs.10283
title: Chandra X-ray Observatory ObsId 10283

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.25574/csc2.obs.10284
title: Chandra X-ray Observatory ObsId 10284

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.15468/dl.n553hp
title: Occurrence Download

description: A dataset containing 143 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pinus yunnanensis Franch.",
 "Year 1960-1990"
 ]
}

 The dataset includes 143 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052004-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gohpw9
title: Occurrence Download

description: A dataset containing 56496 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Buddleja davidii Franch."
 ]
}

 The dataset includes 56496 records from 421 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006037-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ysuzsz
title: Occurrence Download

description: A dataset containing 8270 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year is greater than or equal to 2015",
 "TaxonKey is Halyomorpha halys (Stål, 1855)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8270 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051449-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/csc2.obs.10285
title: Chandra X-ray Observatory ObsId 10285

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.25574/csc2.obs.10286
title: Chandra X-ray Observatory ObsId 10286

description: CSC uses combined (i.e. overlapping) Chandra observations for detecting X-ray sources. This allows the catalog to include significantly fainter sources than CSC 1.1. The set of overlapping observations that have been combined in this way is known as a "stack".
DOI: 10.15468/dl.cahgpk
title: Occurrence Download

description: A dataset containing 3310 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Natalus mexicanus Miller, 1902"
 ]
}

 The dataset includes 3310 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007552-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g0k1gl
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "Year 1960-2019",
 "TaxonKey is Vernonia sutepensis Kerr"
 ]
}

 The dataset includes 25 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006041-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uknapl
title: Occurrence Download

description: A dataset containing 678 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chironectes minimus (Zimmermann, 1780)"
 ]
}

 The dataset includes 678 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007739-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1yx6oy
title: Occurrence Download

description: A dataset containing 1701 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brachygalba lugubris (Swainson, 1838)"
 ]
}

 The dataset includes 1701 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007552-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.o7hdb5
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sternarchorhynchus jaimei de Santana & Vari, 2010"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007739-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cw8ayy
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The Neotropical species of Clistopyga (Hymenoptera, Ichneumonidae, Pimplinae) Part V: the C. diazi species group, with the description of three new species"
 ]
}

 The dataset includes 14 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006482-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6tijot
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vellozia sellowii Seub."
 ]
}

 The dataset includes 50 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007552-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d4gmmr
title: Occurrence Download

description: A dataset containing 400 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 {
 "or" : [
 "DatasetKey is University of Michigan Museum of Zoology, Division of Mollusks",
 "DatasetKey is Auburn University Museum of Natural History Mollusks",
 "DatasetKey is Museum of Comparative Zoology, Harvard University",
 "DatasetKey is Malacology Collection at the Academy of Natural Sciences of Philadelphia",
 "DatasetKey is NCSM Mollusk Collection",
 "DatasetKey is Canadian Museum of Nature Mollusc Collection",
 "DatasetKey is NMNH Extant Specimen Records (USNM, US)",
 "DatasetKey is Delaware Museum of Nature and Science – Mollusks"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lampsilis ornata (Conrad, 1835)"
 ]
}

 The dataset includes 400 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021925-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tejc7b
title: Occurrence Download

description: A dataset containing 44423 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rosmarinus officinalis L."
 ]
}

 The dataset includes 44423 records from 286 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007739-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9synae
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Boa imperator Daudin, 1803"
 ]
}

 The dataset includes 47 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060633-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n5cbh4
title: Occurrence Download

description: A dataset containing 9172 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tetrax tetrax (Linnaeus, 1758)"
 ]
}

 The dataset includes 9172 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023403-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.