cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.97ycva
title: Occurrence Download

description: A dataset listing the 325 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry MULTIPOLYGON(((-1.34452 46.90999,-1.34382 46.91015,-1.32536 46.917,-1.31099 46.92749,-1.30218 46.94055,-1.29983 46.95484,-1.30418 46.96891,-1.30439 46.96928,-1.31391 46.98076,-1.32789 46.98985,-1.34513 46.99578,-1.36414 46.99803,-1.38329 46.9964,-1.38397 46.99627,-1.40268 46.99044,-1.41784 46.98093,-1.42796 46.96869,-1.43207 46.9549,-1.42976 46.94093,-1.4296 46.94051,-1.42088 46.92747,-1.40662 46.91697,-1.38827 46.91007,-1.36769 46.90747,-1.34696 46.90944,-1.34693 46.90945,-1.34452 46.90999)))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is 1928bdf0-f5d2-11dc-8c12-b8a03c50a862"
 ]
}

 The dataset's 325 records were derived from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013468-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.82384/neccton-029
title: Arctic Pollutants and Stressors
DOI: 10.5281/zenodo.18410934
title: Global, country-level installable capacity, annual generation, costs and hourly capacity factors of power generation, calculated for the NoRaLock project.

description: Global, country-level installable capacity, costs and annual power generation per cost category of solar and wind power generation in the years 2030, 2040 and 2050, generated for the NoRaLock project. The following technologies are considered: csp_parabolic_trough_NS, pv_rooftop, pv_open area, wind_onshore, wind_offshore_foundation, wind_offshore_floating. For pv and wind technologies, electrical capacities and generation are provided. In case of csp, thermal capacity and heat generation of the solar field is provided. LCOE categories always (also in the case of csp) refer to electrical generation and to the country-wise cost categories of the year 2050; i.e., the cost categories are kept constant also for the years 2030 and 2040.
DOI: 10.15468/dl.pdmwjt
title: Occurrence Download

description: A dataset containing 1890 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eupithecia goossensiata"
 ]
}

 The dataset includes 1890 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013489-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.35e98t
title: Occurrence Download

description: A dataset containing 308 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "StateProvince is 江西",
 "TaxonKey is one of (Fokienia hodginsii, Cibotium barometz, Ulmus elongata, Emmenopterys henryi, Platycrater arguta, Taxus chinensis mairei, Adiantum juxtapositum, Didymocarpus heucherifolius, Primulina, Commelina danxiaensis, Mazus, Danxiaorchis yangii)"
 ]
}

 The dataset includes 308 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013487-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a6tbyz
title: Occurrence Download

description: A dataset containing 384 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Angelica sinensis"
 ]
}

 The dataset includes 384 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013486-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wscby2
title: Occurrence Download

description: A dataset containing 2334 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry MULTIPOLYGON(((-1.34452 46.90999,-1.34382 46.91015,-1.32536 46.917,-1.31099 46.92749,-1.30218 46.94055,-1.29983 46.95484,-1.30418 46.96891,-1.30439 46.96928,-1.31391 46.98076,-1.32789 46.98985,-1.34513 46.99578,-1.36414 46.99803,-1.38329 46.9964,-1.38397 46.99627,-1.40268 46.99044,-1.41784 46.98093,-1.42796 46.96869,-1.43207 46.9549,-1.42976 46.94093,-1.4296 46.94051,-1.42088 46.92747,-1.40662 46.91697,-1.38827 46.91007,-1.36769 46.90747,-1.34696 46.90944,-1.34693 46.90945,-1.34452 46.90999)))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is 1928bdf0-f5d2-11dc-8c12-b8a03c50a862"
 ]
}

 The dataset includes 2334 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013490-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.taf93j
title: Occurrence Download

description: A dataset containing 3558 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypera postica",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 2026"
 ]
}

 The dataset includes 3558 records from 169 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013491-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kjsmag
title: Occurrence Download

description: A dataset containing 280603 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cyprinus carpio)",
 "HasCoordinate is true",
 "DecimalLatitude is less than 90",
 "DecimalLatitude is greater than -90",
 "DecimalLongitude is less than 180",
 "DecimalLongitude is greater than -180"
 ]
}

 The dataset includes 280603 records from 881 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013442-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16810854
title: Supply of and demand for forest ecosystem services (including various GIS forest descriptors)

description: This data-set shows distribution of supply of and demand for forest ecosystem services (total of 11) across Europe.

Presented values of supply and demand are normalized to 0-1 range. 

 Various descriptors of forests are included, including location embeddings. All data is a raster on 1 x 1 km spatial resolution. Detailed description is presented in the Metadata & Data description file. Associated code for is available at https://github.com/marcuslovricus/FES_supply_demand
DOI: 10.5281/zenodo.6907474
title: Supply of and demand for forest ecosystem services (including various GIS forest descriptors)

description: This data-set shows distribution of supply of and demand for forest ecosystem services (total of 11) across Europe.

Presented values of supply and demand are normalized to 0-1 range. 

 Various descriptors of forests are included, including location embeddings. All data is a raster on 1 x 1 km spatial resolution. Detailed description is presented in the Metadata & Data description file. Associated code for is available at https://github.com/marcuslovricus/FES_supply_demand
DOI: 10.5281/zenodo.18492432
title: S4BIBBI - TPi4
DOI: 10.5281/zenodo.18492653
title: S4BIBBI - TPi4
DOI: 10.6084/m9.figshare.31255390
title: Risk Factors for Sexual Violence Perpetration Among Adult Men: The Role of Problematic Pornography Consumption, Sexual Consent, and Rape Myths

description: This dataset contains the anonymized data supporting the study “Risk Factors for Sexual Violence Perpetration Among Adult Men: The Role of Problematic Pornography Consumption, Sexual Consent, and Rape Myths”.
DOI: 10.6084/m9.figshare.31255390.v1
title: Risk Factors for Sexual Violence Perpetration Among Adult Men: The Role of Problematic Pornography Consumption, Sexual Consent, and Rape Myths

description: This dataset contains the anonymized data supporting the study “Risk Factors for Sexual Violence Perpetration Among Adult Men: The Role of Problematic Pornography Consumption, Sexual Consent, and Rape Myths”.
DOI: 10.6084/m9.figshare.31263817
title: Gene Annotation Results of <i>Cleisthenes herzensteini</i>

description: In this study, we conducted comprehensive structural and functional annotations of the genome of Cleisthenes herzensteini (high-eye flounder), a species of significant ecological and economic importance. The structural annotation employed a multifaceted approach, integrating ab initio prediction, homology-based prediction, and RNA-Seq-assisted prediction. Utilizing advanced software tools such as Augustus and SNAP, we successfully predicted 23,419 non-redundant protein-coding genes through EvidenceModeler integration, with structural features closely resembling those of its phylogenetically related species. For functional annotation, the predicted protein sequences were systematically aligned against public databases, including Swiss-Prot, using the DIAMOND algorithm, resulting in the annotation of 22,919 genes (97.86% of the total). This study not only enhances the genomic information base for Cleisthenes herzensteini but also provides a robust foundation for molecular breeding programs, germplasm resource evaluation, and in-depth research into the evolutionary mechanisms of this species, thereby offering critical support for sustainable fishery resource management and conservation efforts.
DOI: 10.6084/m9.figshare.31263817.v1
title: Gene Annotation Results of <i>Cleisthenes herzensteini</i>

description: In this study, we conducted comprehensive structural and functional annotations of the genome of Cleisthenes herzensteini (high-eye flounder), a species of significant ecological and economic importance. The structural annotation employed a multifaceted approach, integrating ab initio prediction, homology-based prediction, and RNA-Seq-assisted prediction. Utilizing advanced software tools such as Augustus and SNAP, we successfully predicted 23,419 non-redundant protein-coding genes through EvidenceModeler integration, with structural features closely resembling those of its phylogenetically related species. For functional annotation, the predicted protein sequences were systematically aligned against public databases, including Swiss-Prot, using the DIAMOND algorithm, resulting in the annotation of 22,919 genes (97.86% of the total). This study not only enhances the genomic information base for Cleisthenes herzensteini but also provides a robust foundation for molecular breeding programs, germplasm resource evaluation, and in-depth research into the evolutionary mechanisms of this species, thereby offering critical support for sustainable fishery resource management and conservation efforts.
DOI: 10.5281/zenodo.18492670
title: Workflow benchmark results J1-4
DOI: 10.5281/zenodo.18492669
title: Workflow benchmark results J1-4
DOI: 10.15468/dl.vc8tu2
title: Occurrence Download

description: A dataset containing 6674 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Chiroptera"
 ]
}

 The dataset includes 6674 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013492-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34810/data2238
title: Comparison and aplication of silica sorbents

description: The data obtained from the comparison of two sorbents: SIO2-SCX/SAX and SIO2-G-SCX/SAX at four different pH. This correspond to two files. The validation parameters (apparent recoveries and matrix effect) when the selected sorbent was used to analyse river and effluent sewage samples (one file for each type of sample).
description: Validation parameters recorded for river and effluent sewage samples
%Rapp = Apparent recovery
%ME = matrix effect
DOI: 10.5281/zenodo.17476733
title: Neu BAckground model for HXMT (Spec-BERT v1.0.0)

description: This repository contains the trained model weights and test dataset used for the publication and open-source project NeuBach, a transformer-based background modeling framework for the Insight-HXMT mission.

The model best_model.pt is a PyTorch checkpoint trained to predict NaI detector background spectra in the 25–200 keV range based on satellite orbital and instrumental parameters.

The included test dataset (dataset_P*_HE_v3.0.csv) contains representative samples used to evaluate the model’s performance, including parameters such as ELV, COR, SAT_X, SAT_Y, SAT_Z, anti-coincidence detector counts, and particle monitor counts.

Key features:





Pretrained background spectrum predictor for HXMT NaI detector




Developed using PyTorch and transformer architecture (BERT variant)




Compatible with scripts in the GitHub repository https://github.com/tuoyl/NeuBacH




Model input: second-level telemetry parameters




Output: predicted photon count spectrum (25–200 keV)
DOI: 10.5281/zenodo.17476734
title: Neu BAckground model for HXMT (Spec-BERT v1.0.0)

description: This repository contains the trained model weights and test dataset used for the publication and open-source project NeuBach, a transformer-based background modeling framework for the Insight-HXMT mission.

The model best_model.pt is a PyTorch checkpoint trained to predict NaI detector background spectra in the 25–200 keV range based on satellite orbital and instrumental parameters.

The included test dataset (dataset_P*_HE_v3.0.csv) contains representative samples used to evaluate the model’s performance, including parameters such as ELV, COR, SAT_X, SAT_Y, SAT_Z, anti-coincidence detector counts, and particle monitor counts.

Key features:





Pretrained background spectrum predictor for HXMT NaI detector




Developed using PyTorch and transformer architecture (BERT variant)




Compatible with scripts in the GitHub repository https://github.com/tuoyl/NeuBacH




Model input: second-level telemetry parameters




Output: predicted photon count spectrum (25–200 keV)
DOI: 10.15468/dl.kabn4z
title: Occurrence Download

description: A dataset containing 746062 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "DatasetKey is one of (Avifaunal diversity study of Pakhibitan, Ecopark, 2021, Investigation Current Status of River in Taiwan between 2002 to 2022, Bird survey of Budai salt pans in Taiwan, 2021_nsmk_biodiversity_observations_bird_136784, 2021_nsmk_biodiversity_observations_bird_197960, Taiwan New Year Bird Count, The Taiwan Breeding Bird Survey Data, iNaturalist Research-grade Observations, Acoustic detections of birds using the SILIC in Yushan National Park, Taiwan)",
 "Geometry POLYGON((71.286 15.752,136.694 15.752,136.694 58.635,71.286 58.635,71.286 15.752))",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year is 2021"
 ]
}

 The dataset includes 746062 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008153-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18178352
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Robert W. Husband, http://www.wikidata.org/entity/Q21074229. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q21074229
DOI: 10.5281/zenodo.18178356
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Henry Frederick Strohecker, http://www.wikidata.org/entity/Q5721605. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q5721605
DOI: 10.5281/zenodo.18178360
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Hermann Priesner, http://www.wikidata.org/entity/Q21387769. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q21387769
DOI: 10.5517/cc3j83z
title: CCDC 105000: Experimental Crystal Structure Determination

description: Related Article: N.Robertson, S.Roehrs, T.Akutagawa, T.Nakamura, A.E.Underhill|1999|J.Chem.Res.||54|doi:10.1039/a806803h
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/cc3scdm
title: CCDC 112790: Experimental Crystal Structure Determination

description: Related Article: E. Haussuhl, J. Schreuer|1999|Z.Kristallogr.-New Cryst.Struct.|214|71|doi:10.1515/ncrs-1999-0139
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/cc3x2mp
title: CCDC 116362: Experimental Crystal Structure Determination

description: Related Article: K.Sugimoto, T.Kuroda-Sowa, M.Maekawa, M.Munakata|1999|Chem.Commun.||455|doi:10.1039/a809708i
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/cc3x2nq
title: CCDC 116363: Experimental Crystal Structure Determination

description: Related Article: K.Sugimoto, T.Kuroda-Sowa, M.Maekawa, M.Munakata|1999|Chem.Commun.||455|doi:10.1039/a809708i
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/cc3x2pr
title: CCDC 116364: Experimental Crystal Structure Determination

description: Related Article: K.Sugimoto, T.Kuroda-Sowa, M.Maekawa, M.Munakata|1999|Chem.Commun.||455|doi:10.1039/a809708i
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/cc3x2km
title: CCDC 116360: Experimental Crystal Structure Determination

description: Related Article: L.Carlucci, G.Ciani, D.M.Proserpio|1999|Chem.Commun.||449|doi:10.1039/a809361j
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/cc3x2ln
title: CCDC 116361: Experimental Crystal Structure Determination

description: Related Article: J.A.Gamboa, A.Sundararaman, L.Kakalis, A.J.Lough, F.Jakle|2002|Organometallics|21|4169|doi:10.1021/om0204890
description: Related Article: F.Jakle, A.J.Lough, I.Manners|1999|Chem.Commun.||453|doi:10.1039/a809276a
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/cc3x2hk
title: CCDC 116358: Experimental Crystal Structure Determination

description: Related Article: A.H.Cowley, G.S.Hair, B.G.McBurnett, R.A.Jones|1999|Chem.Commun.||437|doi:10.1039/a809438a
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/cc3x2jl
title: CCDC 116359: Experimental Crystal Structure Determination

description: Related Article: A.H.Cowley, G.S.Hair, B.G.McBurnett, R.A.Jones|1999|Chem.Commun.||437|doi:10.1039/a809438a
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/cc3x2dg
title: CCDC 116355: Experimental Crystal Structure Determination

description: Related Article: N.Shirasawa, M.Akita, S.Hikichi, Y.Moro-oka|1999|Chem.Commun.||417|doi:10.1039/a809441a
description: Related Article: N.Shirasawa, T.T.Nguyet, S.Hikichi, Y.Moro-oka, M.Akita|2001|Organometallics|20|3582|doi:10.1021/om0103106
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/cc3x2gj
title: CCDC 116357: Experimental Crystal Structure Determination

description: Related Article: J.C.Barnes, W.M.Horspool, G.Hynd|1999|Chem.Commun.||425|doi:10.1039/a809610d
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/cc3x2cf
title: CCDC 116354: Experimental Crystal Structure Determination

description: Related Article: D.Hesek, Y.Inoue, S.R.L.Everitt, H.Ishida, M.Kunieda, M.G.B.Drew|1999|Chem.Commun.||403|doi:10.1039/a809698h
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.