cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.2cyrdm
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Living Specimen, Occurrence evidence)",
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Hordeum jubatum L."
 ]
}

 The dataset includes 48 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003712-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tmjor6
title: Occurrence Download

description: A dataset containing 374 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "Month is greater than or equal to January",
 "Country is New Zealand",
 "TaxonKey is Diplopoda"
 ]
}

 The dataset includes 374 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011389-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dddchv
title: Occurrence Download

description: A dataset containing 3507 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agrimonia striata Michx."
 ]
}

 The dataset includes 3507 records from 150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021619-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8tjgq7
title: Occurrence Download

description: A dataset containing 7612 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Platycarya strobilacea Siebold & Zucc."
 ]
}

 The dataset includes 7612 records from 159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003728-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ab266
title: Occurrence Download

description: A dataset containing 177 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Tagetes filifolia Lag."
 ]
}

 The dataset includes 177 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047839-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lj0rqp
title: Occurrence Download

description: A dataset containing 188 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cuon alpinus (Pallas, 1811)"
 ]
}

 The dataset includes 188 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024415-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vx5hsy
title: Occurrence Download

description: A dataset containing 6693 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Enemion biternatum Raf."
 ]
}

 The dataset includes 6693 records from 139 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080657-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q94qp6
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dioscorea igualamontana Matuda"
 ]
}

 The dataset includes 22 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154335-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e7eh8s
title: Occurrence Download

description: A dataset containing 184 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "TaxonKey is Reinhardtia gracilis (H.Wendl.) Burret"
 ]
}

 The dataset includes 184 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0239346-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rffy74
title: Occurrence Download

description: A dataset containing 6321 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apalis ruddi Grant, 1908"
 ]
}

 The dataset includes 6321 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0391503-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c4adjc
title: Occurrence Download

description: A dataset containing 424 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Asparagus vaginellatus Bojer ex Baker"
 ]
}

 The dataset includes 424 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017209-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fx2su2
title: Occurrence Download

description: A dataset containing 7550 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hermetia Latreille, 1804"
 ]
}

 The dataset includes 7550 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0220402-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2dmnba
title: Occurrence Download

description: A dataset containing 244 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astragalus aleppicus Boiss."
 ]
}

 The dataset includes 244 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017233-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xsvtcw
title: Occurrence Download

description: A dataset containing 19600 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centaurea solstitialis L."
 ]
}

 The dataset includes 19600 records from 385 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061105-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8h8n8j
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrophorbium gritense (Lapp, T.Ruíz & Torrec.) Pruski"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154336-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pjrdex
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((112.32861 23.95679,113.20752 23.02515,114.15674 22.7439,116.47705 23.35913,117.8877 24.4292,119.13135 25.80249,120.1333 27.2439,120.44971 29.68726,119.46533 32.23608,117.18018 32.85132,115.36963 32.85132,113.96338 32.71069,112.06494 32.11304,111.01025 28.89624,111.23877 26.61108,111.2915 25.64429,112.32861 23.95679))",
 "TaxonKey is Berchemiella wilsonii (C.K.Schneid.) Nakai"
 ]
}

 The dataset includes 40 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043425-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.flnfvc
title: Occurrence Download

description: A dataset containing 5961 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Collections and observation data National Museum of Natural History Luxembourg",
 "Issue is Taxon match none"
 ]
}

 The dataset includes 5961 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024419-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nccxrp
title: Occurrence Download

description: A dataset containing 2359 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Touit batavicus (Boddaert, 1783)"
 ]
}

 The dataset includes 2359 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002921-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kqv9rw
title: Occurrence Download

description: A dataset containing 342 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "TaxonKey is Synechanthus warscewiczianus H.Wendl."
 ]
}

 The dataset includes 342 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0239356-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h6t8xu
title: Occurrence Download

description: A dataset containing 1690 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Praxelis clematidea (Griseb.) R.M.King & H.Rob.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1690 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024418-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2zgugs
title: Occurrence Download

description: A dataset containing 25529 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sonchus tenerrimus L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 25529 records from 213 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080691-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ssejn2
title: Occurrence Download

description: A dataset containing 782 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Grindelia lanceolata Nutt."
 ]
}

 The dataset includes 782 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047858-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0ahxkp
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "TaxonKey is Praxelis clematidea (Griseb.) R.M.King & H.Rob.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024424-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h6afcw
title: Occurrence Download

description: A dataset containing 353 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "DecimalLongitude is greater than or equal to 14.7176173624542",
 "DecimalLongitude is less than 14.7206769156385",
 "DecimalLatitude is greater than or equal to 47.27011",
 "DecimalLatitude is less than or equal to 55.05864"
 ]
}

 The dataset includes 353 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017191-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wtrr3q
title: Occurrence Download

description: A dataset containing 238546 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Athyriaceae"
 ]
}

 The dataset includes 238546 records from 591 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0289408-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hx8ryf
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salvinia molesta",
 "Country is Senegal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020480-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2a4sys
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salvinia molesta",
 "Country is Sri Lanka",
 "HasCoordinate is true"
 ]
}

 The dataset includes 34 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020482-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b5z2w8
title: Occurrence Download

description: A dataset containing 161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salvinia molesta",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 161 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020481-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bxzqh4
title: Occurrence Download

description: A dataset containing 8836 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mareca strepera",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8836 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020484-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8vbgdh
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020485-250914085247600/datasets/export for details.
DOI: 10.15468/dl.kanqfb
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Raoiella indica",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 84 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020486-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3uf5nq
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020487-250914085247600/datasets/export for details.
DOI: 10.15468/dl.5cdy3e
title: Occurrence Download

description: A dataset containing 622 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mergus serrator",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 622 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020489-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.6533263
title: Dataset for "Unleashing the Power of Knowledge Extraction from Scientific Literature in Catalysis"

description: JCIM paper link: https://pubs.acs.org/doi/10.1021/acs.jcim.2c00359Github repo: https://github.com/nsndimt/CatalysisIEDataset Content:



Pretrained BERT: scibert_domain_adaption.tar.gz extract it to pretrained directory

Cross-Validation Checkpoint: cross_validation_checkpoint.tar.gz extract it to checkpoint directory

Annotated Data: data.jsonl and split.jsonl put it under data directory
DOI: 10.5281/zenodo.6533264
title: Dataset for "Unleashing the Power of Knowledge Extraction from Scientific Literature in Catalysis"

description: JCIM paper link: https://pubs.acs.org/doi/10.1021/acs.jcim.2c00359Github repo: https://github.com/nsndimt/CatalysisIEDataset Content:



Pretrained BERT: scibert_domain_adaption.tar.gz extract it to pretrained directory

Cross-Validation Checkpoint: cross_validation_checkpoint.tar.gz extract it to checkpoint directory

Annotated Data: data.jsonl and split.jsonl put it under data directory
DOI: 10.5281/zenodo.14788489
title: Dataset for "Rapid Adaptation of Chemical Named Entity Recognition using Few-Shot Learning and LLM Distillation"

description: Github code link: https://github.com/nsndimt/ChemSSPJCIM paper link: https://pubs.acs.org/doi/10.1021/acs.jcim.5c00248Note: use tar xf [filename].tar.xz to decompress all files

The following compressed file corresponds to a folder under the root path of project:



model.tar.xz: the scibert model checkpoint

data.tar.xz: the six human annotated chemical NER dataset

episode.tar.xz: sampled episodes for the six datasets

chatGPT.tar.xz, claude.tar.xz, gemini.tar.xz: LLM annotation file and corresponding sampled episodes


Additionally codereadme.tar.xz contains all the codes and an readme file under project root. More detailed instruction are in the readme



Please email zhangyue@udel.edu if you have any questions.
DOI: 10.5281/zenodo.14788490
title: Dataset for "Rapid Adaptation of Chemical Named Entity Recognition using Few-Shot Learning and LLM Distillation"

description: Github code link: https://github.com/nsndimt/ChemSSPJCIM paper link: https://pubs.acs.org/doi/10.1021/acs.jcim.5c00248Note: use tar xf [filename].tar.xz to decompress all files

The following compressed file corresponds to a folder under the root path of project:



model.tar.xz: the scibert model checkpoint

data.tar.xz: the six human annotated chemical NER dataset

episode.tar.xz: sampled episodes for the six datasets

chatGPT.tar.xz, claude.tar.xz, gemini.tar.xz: LLM annotation file and corresponding sampled episodes


Additionally codereadme.tar.xz contains all the codes and an readme file under project root. More detailed instruction are in the readme



Please email zhangyue@udel.edu if you have any questions.
DOI: 10.15468/dl.7dykbk
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Raoiella indica",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020490-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s56ckj
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020491-250914085247600/datasets/export for details.
DOI: 10.15468/dl.ycvmxk
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020493-250914085247600/datasets/export for details.
DOI: 10.5281/zenodo.17162944
title: Replication Data for:  Energy Information Administration (EIA) State Energy Data Systems (SEDS) 2023-02-12
title: EIA State Energy Data Systems 2023 (Feb 2025)

description: State Energy Data System (SEDS): 2023 Updates by energy source

Data for 2023 energy consumption, prices, expenditures, and indicators estimates by source. From the U.S. Energy Information Administration (EIA).  Original download was from this site:  https://www.eia.gov/state/seds/seds-data-fuel-prev.php but the data tables were downloaded on 12-Feb-2025 and the data on the website are from 27-June-2025 (as of 19-Sep-2025).
DOI: 10.5281/zenodo.17162945
title: Replication Data for:  Energy Information Administration (EIA) State Energy Data Systems (SEDS) 2023-02-12
title: EIA State Energy Data Systems 2023 (Feb 2025)

description: State Energy Data System (SEDS): 2023 Updates by energy source

Data for 2023 energy consumption, prices, expenditures, and indicators estimates by source. From the U.S. Energy Information Administration (EIA).  Original download was from this site:  https://www.eia.gov/state/seds/seds-data-fuel-prev.php but the data tables were downloaded on 12-Feb-2025 and the data on the website are from 27-June-2025 (as of 19-Sep-2025).
DOI: 10.15468/dl.pynqym
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Raoiella indica",
 "Country is Saint Lucia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020494-250914085247600/datasets/export for details.
DOI: 10.15468/dl.mmxdem
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Raoiella indica",
 "Country is Saint Vincent and the Grenadines",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020495-250914085247600/datasets/export for details.