cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.aw5fh4
title: Occurrence Download

description: A dataset containing 16 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 Dendropsophus tritaeniatus (Bokermann, 1965)"
 ]
}

 The dataset includes 16 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046698-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.24dvh8
title: Occurrence Download

description: A dataset containing 12 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 Dendropsophus joannae (Köhler & Lötters, 2001)"
 ]
}

 The dataset includes 12 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046730-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dq4dxu
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sarcodraba subterranea (Speg. ex O.E. Schulz) O.E. Schulz",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011247-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yhmf33
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Schizopetalon rupestre (Barnéoud) Barnéoud ex Reiche",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 54 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011248-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fj9tum
title: Occurrence Download

description: A dataset containing 288 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Collodes trispinosus Stimpson, 1871",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 288 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046739-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ca1pug
title: Occurrence Download

description: A dataset containing 312210 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Riparia riparia (Linnaeus, 1758)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 312210 records from 225 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011249-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4warjm
title: Occurrence Download

description: A dataset listing the 3296953 species recorded in GBIF matching the query:
{
 "OccurrenceStatus" : [
 "is Present"
 ]
}

 The dataset's 3296953 records were derived from 36643 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0303298-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/69hftc
title: PAN-00135128 - simple stone gaming piece

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00135128&lt;/p&gt;
description: Modified: 2025-04-26T11:56:53+02:00
DOI: 10.15468/dl.urg7j9
title: Occurrence Download

description: A dataset containing 1193 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Nitraria"
 ]
}

 The dataset includes 1193 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020226-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cr8bnt
title: Occurrence Download

description: A dataset containing 2135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nyctalus noctula",
 "HasCoordinate is true",
 "Country is Netherlands",
 "Year is 2020,2022"
 ]
}

 The dataset includes 2135 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020227-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x2e4hn
title: Occurrence Download

description: A dataset containing 12600 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nitraria"
 ]
}

 The dataset includes 12600 records from 169 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020228-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/ucsgkm
title: PAN-00173361 - wire brooch with angular bow variant A1

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00173361&lt;/p&gt;
description: Modified: 2025-04-29T11:10:46+02:00
DOI: 10.6084/m9.figshare.30611078.v2
title: GHG flux Vitoria Bay mangroves

description: Here we conducted high-frequency in situ measurements of soil CO<sub>2</sub> and CH<sub>4</sub> effluxes in a tropical urban mangrove in southeast Brazil over tidal and seasonal cycles. We measured soil CO<sub>2</sub> and CH<sub>4</sub> fluxes using a dynamic closed opaque chamber method, coupled with a LI-COR LI-7810 Trace Gas Analyzer.
DOI: 10.15468/dl.ft6jej
title: Occurrence Download

description: A dataset containing 1588 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "Geometry POLYGON((2.80523 42.54217,2.81677 42.51349,2.82849 42.49432,2.87695 42.51156,2.86493 42.5378,2.83952 42.55743,2.80523 42.54217))",
 "TaxonKey is Insecta"
 ]
}

 The dataset includes 1588 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020229-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.56dax7
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingOrg is one of (a76f8527-23e8-4ba5-bdff-f9821bdac187)",
 "DatasetKey is one of (The Fungal Collection at the Botanische Staatssammlung München)"
 ]
 },
 "HasGeospatialIssue is false",
 "Geometry POLYGON((6.1496 50.19097,6.08368 50.20855,5.95184 50.20503,5.8255 50.12762,5.71564 49.97596,5.68268 49.86632,5.75409 49.75643,5.84747 49.64273,5.77057 49.55729,5.83099 49.49311,5.94635 49.43956,6.05621 49.42527,6.21002 49.4824,6.3913 49.43241,6.41327 49.51808,6.45721 49.60003,6.5506 49.6854,6.56158 49.81318,6.41327 49.86986,6.29242 49.91586,6.2265 49.98302,6.18256 50.05714,6.20453 50.14171,6.1496 50.19097))"
 ]
}

 The dataset includes 35 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020230-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yna3vx
title: Occurrence Download

description: A dataset containing 48103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Strix aluco",
 "HasCoordinate is true",
 "Country is Netherlands"
 ]
}

 The dataset includes 48103 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020225-251120083545085/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.30751385
title: Supplementary data: Patient characteristics, burden of disease, healthcare resource utilization and costs in acute myeloid leukemia – a retrospective observational study with German claims data

description: <b>These are peer-reviewed supplementary materials for the article</b><b> </b><b>'</b><b>Patient characteristics, burden of disease, healthcare resource utilization and costs in acute myeloid leukemia – a retrospective observational study with German claims data</b><b>'</b><b> </b><b>published in the</b><b> </b><b><i>Journal of Comparative Effectiveness Research</i></b><b>.</b><b>Supplementary Table </b><b>1</b><b>: </b>Agents and codes used to categorize incident AML patients into having received intensive chemotherapy (IC) or non-intensive therapy (NIC)<b>Aim: </b>To assess patient characteristics, burden of disease, healthcare resource utilization and costs of acute myeloid leukemia (AML) by treatment intensity in German claims data. <b>Materials & methods:</b> In this retrospective cohort study using claims data from the German sickness fund AOK PLUS, we identified incident AML patients between 2012 and 2022. Incident AML patients were stratified into groups receiving intensive chemotherapy (IC) or nonintensive therapy (NIC). We then conducted descriptive analyses of patient characteristics, disease burden, including blood and platelet transfusions, healthcare resource utilization and costs. <b>Results: </b>We identified 1533 incident AML patients who received treatment (male: 53%; mean age: 67.7 years; median Charlson comorbidity index [CCI]: 5.0), corresponding to an incidence rate of 4.4/100,000. A total of 688 patients (44.9%) were categorized as IC, 845 patients (55.1%) as NIC. Notably, 860 additional patients (male: 48%; 78.0 years; median CCI: 5.0) had no relevant treatment code. NIC patients were older than IC patients (78.0 vs 61.0 years) and had a higher comorbidity burden (median CCI: 6.0 vs 4.0). NIC patients were hospitalized to a lesser extent (81.3% vs 87.9%), had shorter lengths of stay (64.0 vs 103.1 days/patient-year [PY]) and lower hospitalization costs/PY (56,063€/PY vs 110,186€/PY) compared with IC patients. Anemia and thrombocytopenia (NIC: 40.5 and 39.5%, IC: 76.9 and 42.6%) as well as blood and platelet transfusions were common, especially among IC patients (NIC: 93.0 and 74.3%, IC: 99.4 and 98.5%). <b>Conclusion:</b> Compared with IC patients, NIC patients were older, had a higher comorbidity burden and fewer hospitalizations. Combined with the high number of older patients not receiving AML treatment, this points to a lack of adequate treatment options for this patient population. The high rates of blood and platelet transfusions, particularly among IC patients, underscore the high disease burden and emphasize the need for better-tolerated therapies.
DOI: 10.6084/m9.figshare.30751385.v1
title: Supplementary data: Patient characteristics, burden of disease, healthcare resource utilization and costs in acute myeloid leukemia – a retrospective observational study with German claims data

description: <b>These are peer-reviewed supplementary materials for the article</b><b> </b><b>'</b><b>Patient characteristics, burden of disease, healthcare resource utilization and costs in acute myeloid leukemia – a retrospective observational study with German claims data</b><b>'</b><b> </b><b>published in the</b><b> </b><b><i>Journal of Comparative Effectiveness Research</i></b><b>.</b><b>Supplementary Table </b><b>1</b><b>: </b>Agents and codes used to categorize incident AML patients into having received intensive chemotherapy (IC) or non-intensive therapy (NIC)<b>Aim: </b>To assess patient characteristics, burden of disease, healthcare resource utilization and costs of acute myeloid leukemia (AML) by treatment intensity in German claims data. <b>Materials & methods:</b> In this retrospective cohort study using claims data from the German sickness fund AOK PLUS, we identified incident AML patients between 2012 and 2022. Incident AML patients were stratified into groups receiving intensive chemotherapy (IC) or nonintensive therapy (NIC). We then conducted descriptive analyses of patient characteristics, disease burden, including blood and platelet transfusions, healthcare resource utilization and costs. <b>Results: </b>We identified 1533 incident AML patients who received treatment (male: 53%; mean age: 67.7 years; median Charlson comorbidity index [CCI]: 5.0), corresponding to an incidence rate of 4.4/100,000. A total of 688 patients (44.9%) were categorized as IC, 845 patients (55.1%) as NIC. Notably, 860 additional patients (male: 48%; 78.0 years; median CCI: 5.0) had no relevant treatment code. NIC patients were older than IC patients (78.0 vs 61.0 years) and had a higher comorbidity burden (median CCI: 6.0 vs 4.0). NIC patients were hospitalized to a lesser extent (81.3% vs 87.9%), had shorter lengths of stay (64.0 vs 103.1 days/patient-year [PY]) and lower hospitalization costs/PY (56,063€/PY vs 110,186€/PY) compared with IC patients. Anemia and thrombocytopenia (NIC: 40.5 and 39.5%, IC: 76.9 and 42.6%) as well as blood and platelet transfusions were common, especially among IC patients (NIC: 93.0 and 74.3%, IC: 99.4 and 98.5%). <b>Conclusion:</b> Compared with IC patients, NIC patients were older, had a higher comorbidity burden and fewer hospitalizations. Combined with the high number of older patients not receiving AML treatment, this points to a lack of adequate treatment options for this patient population. The high rates of blood and platelet transfusions, particularly among IC patients, underscore the high disease burden and emphasize the need for better-tolerated therapies.
DOI: 10.34740/kaggle/dsv/13943429
title: Vocal Expression measure
DOI: 10.17026/ar/nemmwx
title: PAN-00173301 - round bullet (small fire arm)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00173301&lt;/p&gt;
description: Modified: 2025-04-25T10:40:49+02:00
DOI: 10.21227/5fk1-zr02
title: "Hangzhou Metro Card Swiping Data for Lines 1, 2, and 5 in January 2019"

description: "There are approximately 70 million records from 81 metro stations across 3 lines, used as training data (Metro_train.zip). The card-swiping data for each day is stored in a separate CSV file, with filenames prefixed by record. For example, all card-swiping records for all lines and stations on January 1, 2019 are stored in the file record_2019-01-01.csv, and so on. Additionally, a metro network map is provided, which contains the connectivity relationships between metro stations, stored in the file Metro_roadMap.csv."
DOI: 10.5517/ccdc.csd.cc2l94sv
title: CCDC 2392077: Experimental Crystal Structure Determination

description: Related Article: Vasco Corti,  Gianluca Simionato,  Lorenzo Rizzo,  Stefano A. Serapian,  Giorgio Pelosi,  Mirco Natali,  Luca Dell’Amico|2025|Nature Chemistry|17||doi:10.1038/s41557-025-01960-3
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.cc2ldmrd
title: CCDC 2395424: Experimental Crystal Structure Determination

description: Related Article: Zheng Sun,  Jichao Huang,  Jiangtao Ren,  Kaixin Zhao,  Xixiang Chen,  Jing Liang,  Yifan Li,  Fangzhi Peng,  Yi Jin,  Yingqing Ou,  Jianrong Xu,  Zhihan Zhang,  Zhihui Shao|2025|Nat.Commun.|16|9449|doi:10.1038/s41467-025-64491-y
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.cc2lrm66
title: CCDC 2405978: Experimental Crystal Structure Determination

description: Related Article: Xinyang Lu, Chang Nie, Xiangyang Lin, Hongli Li|2026|J.Mol.Struct.|1352||doi:10.1016/j.molstruc.2025.144422
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.cc2mhqb6
title: CCDC 2428178: Experimental Crystal Structure Determination

description: Related Article: Jyotish Barman, Subhas Chandra Pan|2025|Chem.Commun.|61|9119|doi:10.1039/D5CC02003D
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.cc2nrkll
title: CCDC 2465510: Experimental Crystal Structure Determination

description: Related Article: Mitchell S. Kenny, Andrzej Gładysiak, Jacob M. Lessard, Dylan Pyle, Kyriakos C. Stylianou|2025|Chem.Commun.|61|18906|doi:10.1039/d5cc03635f
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.cc2nrmtw
title: CCDC 2465579: Experimental Crystal Structure Determination

description: Related Article: Mitchell S. Kenny, Andrzej Gładysiak, Jacob M. Lessard, Dylan Pyle, Kyriakos C. Stylianou|2025|Chem.Commun.|61|18906|doi:10.1039/d5cc03635f
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.cc2p4w6y
title: CCDC 2477340: Experimental Crystal Structure Determination

description: Related Article: Barbara C. Higgs, Bre-Anna N. Willis, Vinesah A.M. Goodwin, Gaël Ung, Colin D. McMillen, Eloise K. Burick, Jorge Barroso, Jared A. Pienkos|2026|J.Organomet.Chem.|1043||doi:10.1016/j.jorganchem.2025.123932
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.cc2pntry
title: CCDC 2492671: Experimental Crystal Structure Determination

description: Related Article: Kanlei Ji, Yuxiang Liao, Shenao Deng, Zhao Wu|2025|ChemRxiv|||doi:10.26434/chemrxiv-2025-79gqk
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: 10.17026/ar/vmffov
title: PAN-00172807 - devotional pendant Modern period

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00172807&lt;/p&gt;
description: Modified: 2025-04-28T15:25:52+02:00
DOI: 10.34740/kaggle/dsv/13943985
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.17026/ar/uzuggy
title: PAN-00163422 - Roman clay mask

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00163422&lt;/p&gt;
description: Modified: 2025-04-26T12:13:42+02:00
DOI: 10.57707/fmi-b2share.49feab821c4049a9a9c43a61468668a5
title: Snow pits: spatial variability in melting season, Sodankylä, 2023

description: Data for manuscript "Spatial and temporal variability of taiga snow properties during melting period in Sodankylä, Finland".

This study investigates the temporal and spatial variability of physical snow properties during the melting period in taiga snowpack conditions in Sodankylä, northern Finland. Weekly snow pit measurements — including stratigraphy, temperature, and density — were conducted at four locations over an eight-week period from March to May in 2023 to assess landscape-scale variability. The four sites are: Lichen Fence (N67.367100 E26.634740), Forest near the Airport - shortly called Airport (N67.384250, E26.625290), Intensive Observation Area (IOA) (N67.36179, E26.63378) and Sounding Station (N67.366890 E26.629890).
DOI: 10.5281/zenodo.17775728
title: Dataset for "Machine Learning for Polymer Chemical Resistance to Organic Solvents"

description: This dataset accompanies the paper "Machine Learning for Polymer Chemical Resistance to Organic Solvents" (arXiv:2509.05344).

## Included Files

- **chemical_resistance_dataset.csv** (~20 MB): Main experimental dataset containing 2231 polymer-solvent combinations with chemical resistance labels and molecular descriptors.- **chemical_resistance_dataset.xlsx**: Excel version of the main dataset.- **chemical_resistance_metadata.json** (~68 KB): Metadata including polymer/solvent naming dictionaries and feature column definitions.- **polymer_mpk_dataset.csv** (~285 MB): Virtual polymer dataset (40971 records).- **pe_solvent_dataset.csv** (~65 MB): Polyethylene virtual solvent dataset (9828 records).

## Data Sources

### polymer_mpk_dataset.csvThis dataset is based on PolyOmics:- Hugging Face: https://huggingface.co/datasets/yhayashi1986/PolyOmics- Related paper: arXiv:2511.11626

### pe_solvent_dataset.csvThe solvent SMILES data is derived from HSPiP (Hansen Solubility Parameters in Practice):- https://www.pirika.com/wp/chemistry-at-pirika-com/hsp/how2buy- Note: The HSP values themselves are not used in this study.

## Code Repository

The analysis code is available on GitHub:https://github.com/s-kunieda-1015/analysis-polymer-chemical-resistance

## Related Publication

arXiv: https://arxiv.org/abs/2509.05344

## License

This dataset is provided under CC BY 4.0 license.
DOI: 10.17026/ar/1socje
title: PAN-00103247 - coin/coin-related, lokale autoriteit (of ondermemer) ?, muntplaatje ("Flattened flan" ?)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00103247&lt;/p&gt;
description: Modified: 2025-04-28T09:39:45+02:00