cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.9v784k
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hyphessobrycon tukunai",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 12 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005111-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/bmg74bxdgm
title: The Interaction Mechanism Between Innovation Spaces and Inclusive Cities Driven by Policy

description: The Interaction Mechanism Between Innovation Spaces and Inclusive Cities Driven by Policy— A Case Study of Changsha.
DOI: 10.17632/bmg74bxdgm.1
title: The Interaction Mechanism Between Innovation Spaces and Inclusive Cities Driven by Policy

description: The Interaction Mechanism Between Innovation Spaces and Inclusive Cities Driven by Policy— A Case Study of Changsha.
DOI: 10.15468/dl.9uqeaw
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Syagrus botryophora",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 96 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005112-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.frmyyt
title: Occurrence Download

description: A dataset containing 1531 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Manihot carthagenensis",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 1531 records from 150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005110-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/x6h2k82s3f
title: Paired alpine grassland vegetation–soil dataset under plateau pika disturbance for MAOC and POC analysis

description: This dataset is derived from field investigations and laboratory analyses conducted in alpine grasslands on the Qinghai–Tibet Plateau. It comprises paired observations from plots with and without plateau pika (Ochotona curzoniae) disturbance, providing a basis for evaluating how burrowing herbivore disturbance influences soil organic carbon fractions and their stability.We measured three groups of variables:Plant traits: community-level vegetation characteristics obtained from standardized quadrat surveys;Soil physicochemical properties: key indicators describing soil nutrient status and environmental conditions;Microbial diversity: soil bacterial and fungal diversity assessed using molecular approaches and diversity metrics.All measurements were collected under a paired design, in which pika-disturbed plots were directly matched with adjacent undisturbed counterparts. This design allows direct comparison of soil carbon dynamics under contrasting disturbance conditions while minimizing background environmental variation.The dataset is primarily intended to support analyses of mineral-associated organic carbon (MAOC) and particulate organic carbon (POC), with the goal of exploring how plateau pika disturbance influences soil organic carbon stability through changes in plant traits, soil properties, and microbial diversity.
DOI: 10.17632/x6h2k82s3f.1
title: Paired alpine grassland vegetation–soil dataset under plateau pika disturbance for MAOC and POC analysis

description: This dataset is derived from field investigations and laboratory analyses conducted in alpine grasslands on the Qinghai–Tibet Plateau. It comprises paired observations from plots with and without plateau pika (Ochotona curzoniae) disturbance, providing a basis for evaluating how burrowing herbivore disturbance influences soil organic carbon fractions and their stability.We measured three groups of variables:Plant traits: community-level vegetation characteristics obtained from standardized quadrat surveys;Soil physicochemical properties: key indicators describing soil nutrient status and environmental conditions;Microbial diversity: soil bacterial and fungal diversity assessed using molecular approaches and diversity metrics.All measurements were collected under a paired design, in which pika-disturbed plots were directly matched with adjacent undisturbed counterparts. This design allows direct comparison of soil carbon dynamics under contrasting disturbance conditions while minimizing background environmental variation.The dataset is primarily intended to support analyses of mineral-associated organic carbon (MAOC) and particulate organic carbon (POC), with the goal of exploring how plateau pika disturbance influences soil organic carbon stability through changes in plant traits, soil properties, and microbial diversity.
DOI: 10.17632/wjfrfhkdwv.1
title: Supplemental material for: Second Primary Cancer Risk Following Vulvar Squamous Cell Carcinoma: A SEER-Based Analysis from 2000 to 2022

description: Supplementary methods and tables
DOI: 10.17632/9nwkx7fv97
title: DNA Methylation of the IL1R2 Gene Is Associated with Porcine Placental Development and Birth Weight

description:  Original western blot images
DOI: 10.17632/9nwkx7fv97.1
title: DNA Methylation of the IL1R2 Gene Is Associated with Porcine Placental Development and Birth Weight

description:  Original western blot images
DOI: 10.17632/nshcf3tbwf
title: Artificial Intelligence-Driven Digital Scribes in Clinical Documentation: Impact on Workflow Among High-Volume Versus Low-Volume Specialties Compared with Dermatology

description: Supplementary table for the brief report "Artificial Intelligence-Driven Digital Scribes in Clinical Documentation: Impact on Workflow Among High-Volume Versus Low-Volume Specialties Compared with Dermatology" in the Journal of the American Academy of Dermatology (JAAD).
DOI: 10.17632/nshcf3tbwf.1
title: Artificial Intelligence-Driven Digital Scribes in Clinical Documentation: Impact on Workflow Among High-Volume Versus Low-Volume Specialties Compared with Dermatology

description: Supplementary table for the brief report "Artificial Intelligence-Driven Digital Scribes in Clinical Documentation: Impact on Workflow Among High-Volume Versus Low-Volume Specialties Compared with Dermatology" in the Journal of the American Academy of Dermatology (JAAD).
DOI: 10.15468/dl.qsk7q5
title: Occurrence Download

description: A dataset containing 230 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Syagrus schizophylla",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 230 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005115-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4y7qvh
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hyphessobrycon vanzolinii",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005116-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18591420
title: LINF_320040800

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.5281/zenodo.18591419
title: LINF_320040800

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.a64755
title: Occurrence Download

description: A dataset containing 969 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Taraxacum mongolicum",
 "Year 1904-2025"
 ]
}

 The dataset includes 969 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005119-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kxmttn
title: Occurrence Download

description: A dataset containing 1712 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senegalia tenuifolia",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 1712 records from 165 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005118-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2bwfzn
title: CCDC 2171332: Experimental Crystal Structure Determination

description: Related Article: Eman F. Shams, Hammed H. A. M. Hassan, Abdul-Hamid Emwas, Mariusz Jaremko, Mohan L. Verma, Morsy Abu-Youssef|2025|Discover Mater.|5|158|doi:10.1007/s43939-025-00328-1
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: 10.15468/dl.anmqmt
title: Occurrence Download

description: A dataset containing 290329 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-156.44822 63.03853,-153.93115 61.13582,-150.44598 62.41752,-145.79909 61.3222,-142.70116 62.86243,-150.25236 64.90688,-156.44822 63.03853))",
 "Year 1986-2024"
 ]
}

 The dataset includes 290329 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005086-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2pjrtt
title: CCDC 2488767: Experimental Crystal Structure Determination

description: Related Article: Meng-Hao Li, Hui Hui, Yan Wang, Ying-Wei Yang|2026|Chemical Science|||doi:10.1039/d5sc08539j
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: 10.17632/p68t5pkg2m
title: Comparison of ensemble ML methods for mangrove AGB prediction

description: This dataset supports a comparative analysis of machine-learning models for predicting mangrove aboveground biomass (AGB) across a large area of interest covering major mangrove ecosystems along the southern coastline of Lampung Province, Indonesia. It integrates field-measured AGB with Sentinel-2 Level-2A surface reflectance imagery to develop predictive models for mangrove ecosystems. A harmonized modelling framework was applied to evaluate ensemble and non-ensemble regression algorithms using identical input variables and parameter settings, including Random Forest (RF), Gradient Boosting Regressor (GBR), XGBoost (XGB), LightGBM (LGBM), Support Vector Regression (SVR), and a multilayer perceptron neural network (MLP). Multi-resolution inputs are provided to assess scale-dependent model performance and trade-offs between prediction accuracy and model complexity.
DOI: 10.5281/zenodo.18590644
title: Effector Repertoire of Salmonella T6SS - input datasets

description: Citation

Nicastro, G.G., Sibinelli-Sousa, S., Hespanhol, J.T., et al. (2025) Genome-directed study reveals the diversity of Salmonella T6SS effectors and identifies a novel family of lipid-targeting antibacterial toxins. bioRxiv.https://doi.org/10.1101/2024.09.27.615498

Description

Input data for analysis describes in our GitHub site and manuscript.
DOI: 10.5281/zenodo.16358273
title: Effector Repertoire of Salmonella T6SS - input datasets

description: Citation

Nicastro, G.G., Sibinelli-Sousa, S., Hespanhol, J.T., et al. (2025) Genome-directed study reveals the diversity of Salmonella T6SS effectors and identifies a novel family of lipid-targeting antibacterial toxins. bioRxiv.https://doi.org/10.1101/2024.09.27.615498

Description

Input data for analysis describes in our GitHub site and manuscript.
DOI: 10.17632/p68t5pkg2m.1
title: Comparison of ensemble ML methods for mangrove AGB prediction

description: This dataset supports a comparative analysis of machine-learning models for predicting mangrove aboveground biomass (AGB) across a large area of interest covering major mangrove ecosystems along the southern coastline of Lampung Province, Indonesia. It integrates field-measured AGB with Sentinel-2 Level-2A surface reflectance imagery to develop predictive models for mangrove ecosystems. A harmonized modelling framework was applied to evaluate ensemble and non-ensemble regression algorithms using identical input variables and parameter settings, including Random Forest (RF), Gradient Boosting Regressor (GBR), XGBoost (XGB), LightGBM (LGBM), Support Vector Regression (SVR), and a multilayer perceptron neural network (MLP). Multi-resolution inputs are provided to assess scale-dependent model performance and trade-offs between prediction accuracy and model complexity.
DOI: 10.5281/zenodo.18482665
title: From 16S rDNA-seq count data to microbial interactions: a comprehensive benchmark of network inference methods

description: This archive contains the full results related to the study "From 16S rDNA-seq count data to microbial interactions: a comprehensive benchmark of network inference methods", Mariotto et. al.
DOI: 10.5281/zenodo.18482664
title: From 16S rDNA-seq count data to microbial interactions: a comprehensive benchmark of network inference methods

description: This archive contains the full results related to the study "From 16S rDNA-seq count data to microbial interactions: a comprehensive benchmark of network inference methods", Mariotto et. al.
DOI: 10.15468/dl.hhect4
title: Occurrence Download

description: A dataset containing 836971 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Bernice P. Bishop Museum"
 ]
}

 The dataset includes 836971 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005107-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5283/epub.78517
title: Data archive of "Task switching promotes switch readiness: Evidence from forced and voluntary task switching"

description: Data archive of "Task switching promotes switch readiness: Evidence from forced and voluntary task switching"
description: Raw data files with description/ Rohdaten mit Beschreibung. Dieses Datenarchiv sind Rohdaten eines Forschungsprojektes, das soeben als Artikel in Cognition zur Veröffentlichung angenommen wurde.
DOI: 10.15468/dl.4frfc2
title: Occurrence Download

description: A dataset containing 507 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phoenix roebelenii",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 507 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005121-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kt4jzb
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hyphessobrycon wadai",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005122-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/65z9mnm9mg
title: Predicting Ionizing Radiation-Induced Carcinogenesis via 3D Genome DNA Damage Distribution

description: Code for simulating particle interactions and analyzing DSB distribution in 3D genome
DOI: 10.17632/65z9mnm9mg.1
title: Predicting Ionizing Radiation-Induced Carcinogenesis via 3D Genome DNA Damage Distribution

description: Code for simulating particle interactions and analyzing DSB distribution in 3D genome
DOI: 10.15468/dl.hwfres
title: Occurrence Download

description: A dataset containing 2331 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Jatropha mollissima",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 2331 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005123-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/xhd6tgpt8c
title: Northern South China Sea Shelf FeR-OC data during mid-late Holocene

description: FeR-OC data during mid-late Holocene Northern South China Sea Shelf
DOI: 10.17632/xhd6tgpt8c.2
title: Northern South China Sea Shelf FeR-OC data during mid-late Holocene

description: FeR-OC data during mid-late Holocene Northern South China Sea Shelf
DOI: 10.17632/7n2d42pm3n
title: CubeSat Cybersecurity Dataset for Intrusion Detection (CuCD-ID): Labelled NOS3/cFS Telemetry (raw + augmented) with COSMOS Reproduction Scripts

description: An intrusion detection dataset for CubeSats, this release provides labeled command-and-telemetry records generated in a software-in-the-loop digital twin using NASA’s Operational Simulator for Small Satellites (NOS3) with the core Flight System (cFS) and the OpenC3 COSMOS v4 ground system; telemetry follows the Consultative Committee for Space Data Systems (CCSDS) space-packet format with header fields and 20-second window traffic statistics. It includes a class-balanced raw table (25,000 rows, 31 columns) and a robustness-oriented “noised” table (22,465 rows, 23 columns), plus the COSMOS scripts used to reproduce the traffic. Five scenarios are represented: normal operations, command flooding, Global Positioning System data injection, defence impairment via Limit Checker and Checksum manipulation, and storage exhaustion. These scenarios capture effects in packet identifiers, sequence behaviour, message rates, error counters, and memory use. The dataset is designed for spacecraft intrusion and anomaly detection research. All telemetry is simulated; no human or animal data are involved.
DOI: 10.17632/7n2d42pm3n.3
title: CubeSat Cybersecurity Dataset for Intrusion Detection (CuCD-ID): Labelled NOS3/cFS Telemetry (raw + augmented) with COSMOS Reproduction Scripts

description: An intrusion detection dataset for CubeSats, this release provides labeled command-and-telemetry records generated in a software-in-the-loop digital twin using NASA’s Operational Simulator for Small Satellites (NOS3) with the core Flight System (cFS) and the OpenC3 COSMOS v4 ground system; telemetry follows the Consultative Committee for Space Data Systems (CCSDS) space-packet format with header fields and 20-second window traffic statistics. It includes a class-balanced raw table (25,000 rows, 31 columns) and a robustness-oriented “noised” table (22,465 rows, 23 columns), plus the COSMOS scripts used to reproduce the traffic. Five scenarios are represented: normal operations, command flooding, Global Positioning System data injection, defence impairment via Limit Checker and Checksum manipulation, and storage exhaustion. These scenarios capture effects in packet identifiers, sequence behaviour, message rates, error counters, and memory use. The dataset is designed for spacecraft intrusion and anomaly detection research. All telemetry is simulated; no human or animal data are involved.
DOI: 10.17632/8g3vwcn2ty
title: Normal trichoscopic features and hair shaft parameters in healthy women of African descent.

description: This dataset contains representative trichoscopic images illustrating the main physiological patterns described in the manuscript, including preserved honeycomb and homogeneous pigmented networks, regularly distributed pinpoint white dots, and symmetrically distributed perifollicular pigmentary halos.

In each image, a specific trichoscopic feature is highlighted. The highlighted feature is identified in the file name.
DOI: 10.17632/8g3vwcn2ty.1
title: Normal trichoscopic features and hair shaft parameters in healthy women of African descent.

description: This dataset contains representative trichoscopic images illustrating the main physiological patterns described in the manuscript, including preserved honeycomb and homogeneous pigmented networks, regularly distributed pinpoint white dots, and symmetrically distributed perifollicular pigmentary halos.

In each image, a specific trichoscopic feature is highlighted. The highlighted feature is identified in the file name.
DOI: 10.17632/snyzh2bm57
title: The impact of risk disclousure in annual reports on the relationship between corporate board characteristics and capitalisation of Russian lisred companies

description: Dataset The dataset includes corporate governance data, company financial indicators, and the final risk disclosure index (RDI). Tickets and years are anonymized, and each company is assigned a unique ID.
DOI: 10.17632/snyzh2bm57.1
title: The impact of risk disclousure in annual reports on the relationship between corporate board characteristics and capitalisation of Russian lisred companies

description: Dataset The dataset includes corporate governance data, company financial indicators, and the final risk disclosure index (RDI). Tickets and years are anonymized, and each company is assigned a unique ID.
DOI: 10.17632/x42jrzkcds
title: Dataset on Heavy Metal Contamination of Vegetables and Consumer Perceptions in Lubumbashi, Democratic Republic of Congo

description: In the mining city of Lubumbashi, Democratic Republic of Congo, intensive mining activities have led to heavy metal contamination of vegetables, posing serious risks to public health. This dataset contains chemical analysis data on heavy metals extracted from vegetables using Inductively Coupled Plasma Optical Emission Spectrometry (ICP-OES), combined with household survey data collected from 353 urban households. The raw chemical dataset quantifies concentrations of key heavy metals in the six most commonly consumed vegetables, while the survey dataset documents consumer exposure, health risk indicators, and perceptions of heavy metal contamination along the food chain. By integrating environmental chemistry and social data, the dataset addresses a critical knowledge gap by enabling the assessment of contamination levels, associated health risks, and consumer awareness in a mining-impacted urban context. This dataset provides a valuable resource for researchers, public health and environmental practitioners, and policymakers seeking to understand the disconnect between contamination levels, consumer behavior, and risk awareness, and to support the design of integrated food safety and environmental policy interventions in mining-affected cities.