cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30908540.v2
title: <b>Origin of heavy sulfur isotope in arc magmas: Insights from apatite in ultramafic cumulates</b>

description: Arc magmas generally have higher S contents and higher δ³⁴S values than mid-ocean ridge basalts. Determining whether the enrichment of S was due to crustal processes or mantle metasomatism is essential for understanding S recycling in subduction zones. We present elemental and S–Sr isotopic compositions of apatite from ultramafic rocks in the Early Permian Dongwanzi intrusion, northern margin of the North China Craton. Based on textural and compositional characteristics, interstitial and cumulus apatite are identified in clinopyroxenite. Interstitial apatite has high Cl, total REE+Y, and Th contents, variable ⁸⁷Sr/⁸⁶Sr ratios, and low δ³⁴S values, consistent with crystallization from late-stage trapped melts. In contrast, euhedral cumulus apatite has low Cl and total REE+Y, high δ³⁴S values (~+7.9 ‰), and low initial ⁸⁷Sr/⁸⁶Sr ratios (~0.70337), indicative of growth from a primitive magma. Compared to cumulus apatite from clinopyroxenite, most cumulus apatite (Type 1) in hornblendite has high F and total REE+Y contents, but slightly low δ<sup>34</sup>S and similar initial <sup>87</sup>Sr/<sup>86</sup>Sr ratios, which was attributed to a progressive fractional crystallization from clinopyroxenite to hornblendite. Some cumulus apatite (Type 2) in hornblendite shows extremely low Cl and δ³⁴S values, but high total REE+Y and initial ⁸⁷Sr/⁸⁶Sr ratios, recording fluid exsolution related to reduced wall-rock contamination. Using S isotopic data for cumulus apatite in clinopyroxenite, the parental magma has calculated δ³⁴S values of ~+8.0 ‰, suggesting that sub-arc mantle metasomatism, rather than crustal processes, was responsible for generating the heavy S isotopic signatures of the Dongwanzi intrusion. Our study demonstrates that apatite can record the magmatic S isotope evolution of mafic-ultramafic intrusions.
DOI: 10.15468/dl.krchrq
title: Occurrence Download

description: A dataset containing 636 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Amrasca biguttula (Ishida, 1913)"
 ]
}

 The dataset includes 636 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024715-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uaduez
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "GadmGid is IND.24_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Hesperiidae"
 ]
}

 The dataset includes 26 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001500-250212154643175/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.28407500
title: Seismic receiver function data of Leiqiong volcanic area

description: This dataset archives Ps and Sp receiver functions derived from seismograms of 21 GIG-LZ broadband stations and 7 CEA broadband stations deployed in the Leiqiong volcanic area.
DOI: 10.25403/upresearchdata.28397213
title: Assessing the difference between accounting quality of the incurred versus expected credit loss allowances

description: The dataset contains the variables used to test the impact on accounting quality in common law countries of banks following the change from the impairment model in International Accounting Standard 39 Financial Instruments: Recognition and Measurement (IAS 39), which is an incurred credit losses (ICL) model, to the impairment model in International Financial Reporting Standard 9 Financial Instruments (IFRS 9), which is an expected credit losses (ECL) model.The accounting quality measures used are income smoothing, timely loss recognition and value relevance.The sample used for the study consists of banks that have a primary listing on the main boards of the Australian Securities Exchange, the Johannesburg Stock Exchange, the London Stock Exchange, and the Toronto Stock Exchange, and the sample period spans from 2013 to 2021.This study is a quantitative study and makes use of regression models. Most of the data were collected from the London Stock Exchange Group (LSEG) Datastream. The impairment of financial assets (IMP) and LA were hand-collected from each sample bank’s annual financial statements. All collected data were analysed using SAS software.<br>
DOI: 10.25403/upresearchdata.28397213.v1
title: Assessing the difference between accounting quality of the incurred versus expected credit loss allowances

description: The dataset contains the variables used to test the impact on accounting quality in common law countries of banks following the change from the impairment model in International Accounting Standard 39 Financial Instruments: Recognition and Measurement (IAS 39), which is an incurred credit losses (ICL) model, to the impairment model in International Financial Reporting Standard 9 Financial Instruments (IFRS 9), which is an expected credit losses (ECL) model.The accounting quality measures used are income smoothing, timely loss recognition and value relevance.The sample used for the study consists of banks that have a primary listing on the main boards of the Australian Securities Exchange, the Johannesburg Stock Exchange, the London Stock Exchange, and the Toronto Stock Exchange, and the sample period spans from 2013 to 2021.This study is a quantitative study and makes use of regression models. Most of the data were collected from the London Stock Exchange Group (LSEG) Datastream. The impairment of financial assets (IMP) and LA were hand-collected from each sample bank’s annual financial statements. All collected data were analysed using SAS software.<br>
DOI: 10.15468/dl.awttrx
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Croatia",
 "GadmGid is HRV.13_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Bubo bubo (Linnaeus, 1758)"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001501-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j92uwa
title: Occurrence Download

description: A dataset containing 683 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Isurus oxyrinchus Rafinesque, 1810",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 683 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001502-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.74e54a
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is IND.24_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Riodinidae"
 ]
}

 The dataset's 2 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001496-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ftkkdr
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Isurus paucus Guitart, 1966",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001504-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hrhgma
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nannochloropsis oculata (Droop) Hibberd, 1981"
 ]
}

 The dataset includes 22 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001505-250212154643175/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.28407530
title: Description of the courses related to the student research project

description: Short description of courses related to the beer bottle yeast research project.
DOI: 10.15468/dl.zffqbe
title: Occurrence Download

description: A dataset containing 199354 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Data set: Only-presence data for wild ungulates and red fox in Spain based on hunting yields",
 "Year 2021-2021"
 ]
}

 The dataset includes 199354 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001498-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14863356
title: 4DHydro_Results_Tetis_Tugela_7p5sec_daily_exp31_20070101_20221231

description: Modeling results with TETIS software, for Tugela River with a spatial resolution of 7.5 seconds, and temporal resolution daily. Experiment 31. Forcing "mergedera5gpmsm2a". Calibrating methodology MOSCEM, calibrated variable SM

Includes results for the following variables:



Total evapotranspiration flux in kg m-2 s-1

Discharge flux in m-3 s-1

Volumetric soil moisture content in percentage

Total water storage content in kg m-2
DOI: 10.5281/zenodo.14863357
title: 4DHydro_Results_Tetis_Tugela_7p5sec_daily_exp31_20070101_20221231

description: Modeling results with TETIS software, for Tugela River with a spatial resolution of 7.5 seconds, and temporal resolution daily. Experiment 31. Forcing "mergedera5gpmsm2a". Calibrating methodology MOSCEM, calibrated variable SM

Includes results for the following variables:



Total evapotranspiration flux in kg m-2 s-1

Discharge flux in m-3 s-1

Volumetric soil moisture content in percentage

Total water storage content in kg m-2
DOI: 10.15468/dl.v35sb3
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paracaesio caerulea (Katayama, 1934)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 42 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001506-250212154643175/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.26115124
title: Intercellular adhesion boots collective cell migration through elevated membrane tension

description: Source data
DOI: 10.6084/m9.figshare.28090406
title: OHID-1: A New Large Hyperspectral Image Dataset for Multi-Classification

description: In the context of the increasing popularity of Big Data paradigms and deep learning techniques, we introduce a novel large-scale hyperspectral imagery dataset, termed Orbita Hyperspectral Images Dataset-1 (OHID-1). It comprises 10 hyperspectral images sourced from diverse regions of Zhuhai City, China, each boasting 32 spectral bands with a spatial resolution of 10 meters and spanning a spectral range of 400-1000 nanometers. The core objective of this dataset is to elevate the performance of hyperspectral image classification and pose substantial challenges to existing hyperspectral image processing algorithms. When compared to traditional open-source hyperspectral datasets and recently released large-scale hyperspectral datasets, OHID-1 presents more intricate features and a higher degree of classification complexity by providing 7 classes labels in wider area. Furthermore, this study demonstrates the utility of OHID-1 by testing it with selected hyperspectral classification algorithms. This dataset will be useful to advance cutting-edge research in urban sustainable development science, land use analysis. We invite the scientific community to devise novel methodologies for an in-depth analysis of these data.
DOI: 10.6084/m9.figshare.28090406.v1
title: OHID-1: A New Large Hyperspectral Image Dataset for Multi-Classification

description: In the context of the increasing popularity of Big Data paradigms and deep learning techniques, we introduce a novel large-scale hyperspectral imagery dataset, termed Orbita Hyperspectral Images Dataset-1 (OHID-1). It comprises 10 hyperspectral images sourced from diverse regions of Zhuhai City, China, each boasting 32 spectral bands with a spatial resolution of 10 meters and spanning a spectral range of 400-1000 nanometers. The core objective of this dataset is to elevate the performance of hyperspectral image classification and pose substantial challenges to existing hyperspectral image processing algorithms. When compared to traditional open-source hyperspectral datasets and recently released large-scale hyperspectral datasets, OHID-1 presents more intricate features and a higher degree of classification complexity by providing 7 classes labels in wider area. Furthermore, this study demonstrates the utility of OHID-1 by testing it with selected hyperspectral classification algorithms. This dataset will be useful to advance cutting-edge research in urban sustainable development science, land use analysis. We invite the scientific community to devise novel methodologies for an in-depth analysis of these data.
DOI: 10.6084/m9.figshare.26115124.v1
title: Intercellular adhesion boots collective cell migration through elevated membrane tension

description: Source data
DOI: 10.6084/m9.figshare.25918291
title: raw data, codes that are used to reproduce the result in "Earliest short-tailed bird from the Late Jurassic of China”

description: The three folders contain the raw data, codes that are used to reproduce the reulst in "Earliest short-tailed bird from the Late Jurassic of China", including the MrBayes tip-dating analyses, comparative analyses of discrete characters in the shoudler, pelvis, and manus, and the geometric morphometric analyses of the furcula,
DOI: 10.6084/m9.figshare.25918291.v1
title: raw data, codes that are used to reproduce the result in "Earliest short-tailed bird from the Late Jurassic of China”

description: The three folders contain the raw data, codes that are used to reproduce the reulst in "Earliest short-tailed bird from the Late Jurassic of China", including the MrBayes tip-dating analyses, comparative analyses of discrete characters in the shoudler, pelvis, and manus, and the geometric morphometric analyses of the furcula,
DOI: 10.6084/m9.figshare.24045216
title: Global Biodiversity Loss from Outsourced Deforestation

description: Code scripts for analysis for the manuscript, "Global Biodiversity Loss from Outsourced Deforestation," including a readme.md file. All files can also be found at the github repository: github.com/AlexWiebe/Outsourced-Biodiversity-Loss. Also attached is a .zip folder of processed species-level data. Please contact with any questions about code or data availability.
DOI: 10.6084/m9.figshare.24045216.v1
title: Global Biodiversity Loss from Outsourced Deforestation

description: Code scripts for analysis for the manuscript, "Global Biodiversity Loss from Outsourced Deforestation," including a readme.md file. All files can also be found at the github repository: github.com/AlexWiebe/Outsourced-Biodiversity-Loss. Also attached is a .zip folder of processed species-level data. Please contact with any questions about code or data availability.
DOI: 10.5283/epub.55349
title: Data archive of "Mode-multiplexing deep-strong light-matter coupling"
DOI: 10.15468/dl.b2mwmj
title: Occurrence Download

description: A dataset listing the 87 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is IND.24_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Nymphalidae"
 ]
}

 The dataset's 87 records were derived from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001503-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pzfru7
title: Occurrence Download

description: A dataset containing 26130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Hesperiidae"
 ]
}

 The dataset includes 26130 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001507-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7n3xcp
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.19_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gentiana dahurica Fisch."
 ]
}

 The dataset includes 73 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001508-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4x93v4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vegetichthys caeruleus Katayama, 1934",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001509-250212154643175/datasets/export for details.
DOI: 10.15468/dl.ysgdff
title: Occurrence Download

description: A dataset containing 125 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chlorophthalmus albatrossis Jordan & Starks, 1904",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 125 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001511-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14863394
title: dataset for HLNP

description: Dataset for publich share
DOI: 10.5281/zenodo.14863395
title: dataset for HLNP

description: Dataset for publich share
DOI: 10.15468/dl.nnyv2c
title: Occurrence Download

description: A dataset containing 60211 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "Year 1000-2000"
 ]
}

 The dataset includes 60211 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001512-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xr3crk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chlorophthalmus agassizi Bonaparte, 1840",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001513-250212154643175/datasets/export for details.
DOI: 10.15468/dl.c5bvhu
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Absent",
 "TaxonKey is Paracyclops fimbriatus (Fischer, 1853)"
 ]
}

 The dataset includes 84 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001514-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15161/oar.it/212433
title: Carta Geologica d'Italia alla scala 1:50.000, F. 507 Pisticci

description: Foglio geologico alla scala 1:50.000 basato su rilevamenti alla scala 1:10.000 (eseguiti tra il 2001 e il 2004) comprensivo di legenda, schemi a cornice, sezioni geologiche.
DOI: 10.15161/oar.it/212432
title: Carta Geologica d'Italia alla scala 1:50.000, F. 507 Pisticci

description: Foglio geologico alla scala 1:50.000 basato su rilevamenti alla scala 1:10.000 (eseguiti tra il 2001 e il 2004) comprensivo di legenda, schemi a cornice, sezioni geologiche.
DOI: 10.15468/dl.thrd9c
title: Occurrence Download

description: A dataset containing 831534 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is July",
 "OccurrenceStatus is Present",
 "TaxonKey is Picidae",
 "Year 2020-2021"
 ]
}

 The dataset includes 831534 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001510-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60831/mhk6-0r88
title: An Alchemical Object Detection Dataset for Early Modern Scientific Illustrations

description: This annotation data is based on an image dataset curated by Ute Frietsch at the HAB as part of a previous project that involved the development of Iconclass classifications for alchemical objects. In "Erschließung alchemiegeschichtlicher Quellen" at the Herzog August Library, a dataset of 1,800 relevant book pages from early modern prints was tagged with keywords (https://alchemie.hab.de/bilder).
 
To make the data usable for computer vision and specifically object detection, the locations of the objects on the images need to be specified in a usable image annotation format (such as MS COCO or YOLO) so they can be used to train machine learning algorithms. In the context of a 2024 Wolfenbüttel NFDI 4 Memory Fair Data Fellowship, approximately 640 of these pages were classified using the Supervisely platform to provide ground truth data in the annotation formats mentioned above. These make up the contents of this repository along with a README from the related GitHub repository (https://github.com/sarahalang/hab-nfdi4memory-fairDataFellow). The dataset is described in more detail in the data paper, "Fine-Tuning Machine Learning with Historical Data. An Alchemical Object Detection Dataset for Early Modern Scientific Illustrations".
DOI: 10.15468/dl.yxf6hc
title: Occurrence Download

description: A dataset containing 640 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arthonia helvola (Nyl.) Nyl."
 ]
}

 The dataset includes 640 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001523-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rb28gv
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhabderemia spinosa Topsent, 1896"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001521-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.