cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.2s3cny
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clidemia hirta (L.) D.Don",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078912-250525065834625/datasets/export for details.
DOI: 10.25919/8ygf-4b48
title: NSW Coastal Outflows Bio-optics data

description: Collection of absorption and phytoplankton pigment data collected in three NSW catchments in 2024 and 2025.
The Bega, Shoalhaven and Macleay catchments were sampled in October 2024 and March 2025.
DOI: 10.25919/c4br-0r30
title: CSIRO National Soil Site Database

description: The CSIRO National Soil Site database (Natsoil) currently contains descriptions of over 21, 000 soil site investigations. The data includes morphological descriptions, chemical, physical and mineralogical properties and spectral predictions, along with soil specimen management data. The database and The Australian National Soil Archive provide the foundation for the development of a national soil spectral library and also support TERN Landscapes national soil property modelling through a federated collation of available soil databases.

Data is managed within the SQLServer environment, and made available through JSON services below. 

The database schema is based on the SITES V2 national standard. See supporting file.
DOI: 10.15468/dl.s2v6xw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centaurea calcitrapa L.",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078915-250525065834625/datasets/export for details.
DOI: 10.15468/dl.nkfkxx
title: Occurrence Download

description: A dataset containing 151 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centaurea calcitrapa L.",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 151 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078914-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s23474
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centaurea calcitrapa L.",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 29 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078916-250525065834625/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.29425235
title: Tumor-derived EBI3 promotes CD8+ T cell exhaustion via STAT4-IL10CCL5 axis in gastric cancer

description: 10 fresh-frozen tumor samples of the GC patients were obtained from Tianjin Medical University General Hospital. The expression levels of EBI3 in 10 tumor samples were detected by RT-PCR. Samples were divided into high and low expression groups based on the median expression of EBI3. Immune‑related gene expression profiling was performed using the nCounter® PanCancer Immune Profiling Panel(NanoString Technologies, Simcere, China)
DOI: 10.6084/m9.figshare.29425235.v1
title: Tumor-derived EBI3 promotes CD8+ T cell exhaustion via STAT4-IL10CCL5 axis in gastric cancer

description: 10 fresh-frozen tumor samples of the GC patients were obtained from Tianjin Medical University General Hospital. The expression levels of EBI3 in 10 tumor samples were detected by RT-PCR. Samples were divided into high and low expression groups based on the median expression of EBI3. Immune‑related gene expression profiling was performed using the nCounter® PanCancer Immune Profiling Panel(NanoString Technologies, Simcere, China)
DOI: 10.15468/dl.x5bj33
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pycnonotus jocosus (Linnaeus, 1758)",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078920-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7a95uk
title: Occurrence Download

description: A dataset containing 7781 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fragaria virginiana Mill."
 ]
}

 The dataset includes 7781 records from 181 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078919-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pdpv78
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centaurea calcitrapa L.",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078923-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.79ug8j
title: Occurrence Download

description: A dataset containing 162 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Helleborus thibetanus Franch.",
 "Year 1957-2025"
 ]
}

 The dataset includes 162 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078922-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hq8h5a
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centaurea calcitrapa L.",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 36 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078924-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nhkmsn
title: Occurrence Download

description: A dataset containing 1003 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centaurea calcitrapa L.",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1003 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078925-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9g992e
title: Occurrence Download

description: A dataset containing 326 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Paris polyphylla Sm."
 ]
}

 The dataset includes 326 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078932-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xrgenm
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centaurea melitensis L.",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078933-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e33t4p
title: Occurrence Download

description: A dataset containing 375 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centaurea melitensis L.",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 375 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078934-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x4gj2h
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centaurea melitensis L.",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 132 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078931-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vuzmfr
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bupleurum longiradiatum var. porphyranthum R.H.Shan & Y.Li",
 "Year 1950-2025"
 ]
}

 The dataset includes 83 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078930-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34847/nkl.576a0rv7
title: THASOS - Bloc portant le règlement du culte d'Athéna Patroiè (Rolley BCH 1965, 6)
title: Estampage n. 04725

description: numéro d'inventaire
description: Source: Bouillet, Anne
description: Provenance: Grèce
description: Provenance: Athènes
description: Provenance: 6, rue Didotou 
10680 Athènes
description: Provenance: Salle des estampages
description: Provenance: École française d’Athènes
description: Provenance: 04D
description: modified: 13/12/2018
DOI: 10.15468/dl.m2cwqw
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Bupleurum longiradiatum var. porphyranthum R.H.Shan & Y.Li",
 "Year 1836-2025"
 ]
}

 The dataset includes 102 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078936-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15770208
title: High-Resolution Mapping of Soil Organic Carbon in the Northeast China Black Soil Belt Using a Geographically Weighted Gaussian Mixture Model

description: Soil organic carbon (SOC) is a key indicator of soil fertility and carbon sequestration, essential in regulating biogeochemical cycles and supporting sustainable agriculture. The black soil region of Northeast China constitutes one of the world's four largest black soil zones and is critical for global food security. However, the lack of timely, high-resolution spatial distribution maps for SOC significantly hinders understanding of SOC spatial variability. To address this, we developed a geographically adjusted Gaussian mixture model (GAGMM). This model effectively captures local SOC variation characteristics and demonstrates strong robustness. The GAGMM-XGBoost hybrid model achieved a prediction accuracy (R²) of 0.8, representing an 11.6% improvement over the conventional global XGBoost model. Furthermore, leveraging the optimal GAGMM-XGBoost model, we generated a high-resolution (30 m) SOC spatial distribution map for the Northeast China black soil region. This map provides a robust data foundation for comprehensive evaluation of regional soil resource status.

Please cite this dataset as: Tan, Q., & Jing, G. (2025). High-Resolution Mapping of Soil Organic Carbon in the Northeast China Black Soil Belt Using a Geographically Weighted Gaussian Mixture Model (V1.0) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15770209
DOI: 10.5281/zenodo.15770209
title: High-Resolution Mapping of Soil Organic Carbon in the Northeast China Black Soil Belt Using a Geographically Weighted Gaussian Mixture Model

description: Soil organic carbon (SOC) is a key indicator of soil fertility and carbon sequestration, essential in regulating biogeochemical cycles and supporting sustainable agriculture. The black soil region of Northeast China constitutes one of the world's four largest black soil zones and is critical for global food security. However, the lack of timely, high-resolution spatial distribution maps for SOC significantly hinders understanding of SOC spatial variability. To address this, we developed a geographically adjusted Gaussian mixture model (GAGMM). This model effectively captures local SOC variation characteristics and demonstrates strong robustness. The GAGMM-XGBoost hybrid model achieved a prediction accuracy (R²) of 0.8, representing an 11.6% improvement over the conventional global XGBoost model. Furthermore, leveraging the optimal GAGMM-XGBoost model, we generated a high-resolution (30 m) SOC spatial distribution map for the Northeast China black soil region. This map provides a robust data foundation for comprehensive evaluation of regional soil resource status.

Please cite this dataset as: Tan, Q., & Jing, G. (2025). High-Resolution Mapping of Soil Organic Carbon in the Northeast China Black Soil Belt Using a Geographically Weighted Gaussian Mixture Model (V1.0) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.15770209
DOI: 10.15468/dl.t3jeav
title: Occurrence Download

description: A dataset containing 8612 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centaurea melitensis L.",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8612 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078938-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kxy7kz
title: Occurrence Download

description: A dataset containing 387 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centaurea melitensis L.",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 387 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078937-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14961666
title: Oedipus Dataset

description: The current dataset is provided as part of the work presented in the "Smart Insoles with Textile Capacitive Sensors for Efficient Gait Phase Recognition" paper. The dataset is described extensively in the paper and have been used for the training/evaluation of the prediction model presented in the paper. No identifying information regarding the participants is contained, according to the applicable data protection regulation laws and ethics guidelines. Each contained CSV file follows a naming convention:

<SUBJECT_ID>_<FOOT>_<WALKING_PACE><TRIAL_NO>.csv
DOI: 10.15468/dl.cg7z7j
title: Occurrence Download

description: A dataset containing 78083 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ulex europaeus L.",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 78083 records from 1186 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078927-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wya89q
title: Occurrence Download

description: A dataset containing 1464 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bletilla striata (Thunb.) Rchb.f."
 ]
}

 The dataset includes 1464 records from 142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020890-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive10245.20241212.9.2
title: Nannocystis exedens Reichenbach 1970

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive10245.20251217.10
title: Nannocystis exedens Reichenbach 1970

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0078294.10fu
title: SH0078294.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive10246.20241212.9.2
title: Nannocystis exedens Reichenbach 1970

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive10246.20251217.10
title: Nannocystis exedens Reichenbach 1970

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0078295.10fu
title: SH0078295.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive10247.20241212.9.2
title: Nannocystis exedens Reichenbach 1970

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive10247.20251217.10
title: Nannocystis exedens Reichenbach 1970

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0078296.10fu
title: SH0078296.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive10248.20241212.9.2
title: Nannocystis exedens Reichenbach 1970

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0078297.10fu
title: SH0078297.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15468/dl.qv86bz
title: Occurrence Download

description: A dataset containing 23452 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Stachys arvensis)",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 23452 records from 507 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076608-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive10248.20251217.10
title: Nannocystis exedens Reichenbach 1970

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive10249.20241212.9.2
title: Nannocystis exedens Reichenbach 1970

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.