cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29338022
title: Identification and experimental validation of mitochondrial metabolism-related biomarkers in chronic rhinosinusitis with nasal polyps

description: In this paper, we show that mitochondrial metabolism-related genes (MM-RGs) play a critical role in the pathogenesis of chronic rhinosinusitis with nasal polyps (CRSwNP). This is significant because, by integrating transcriptomic and single-cell RNA sequencing data, we identified five key biomarkers—CYP2J2, CYBB, ALOX5, PLB1, and PLA2G2A—which are enriched in immune-related pathways and strongly associated with M2 macrophage and plasma cell infiltration. Furthermore, our predictive nomogram and identification of epithelial and T cells as primary mediators, alongside validation through RT-qPCR, highlight novel diagnostic and therapeutic avenues for CRSwNP.
DOI: 10.6084/m9.figshare.29338022.v4
title: Identification and experimental validation of mitochondrial metabolism-related biomarkers in chronic rhinosinusitis with nasal polyps

description: In this paper, we show that mitochondrial metabolism-related genes (MM-RGs) play a critical role in the pathogenesis of chronic rhinosinusitis with nasal polyps (CRSwNP). This is significant because, by integrating transcriptomic and single-cell RNA sequencing data, we identified five key biomarkers—CYP2J2, CYBB, ALOX5, PLB1, and PLA2G2A—which are enriched in immune-related pathways and strongly associated with M2 macrophage and plasma cell infiltration. Furthermore, our predictive nomogram and identification of epithelial and T cells as primary mediators, alongside validation through RT-qPCR, highlight novel diagnostic and therapeutic avenues for CRSwNP.
DOI: 10.6084/m9.figshare.29338022.v3
title: Identification and experimental validation of mitochondrial metabolism-related biomarkers in chronic rhinosinusitis with nasal polyps

description: In this paper, we show that mitochondrial metabolism-related genes (MM-RGs) play a critical role in the pathogenesis of chronic rhinosinusitis with nasal polyps (CRSwNP). This is significant because, by integrating transcriptomic and single-cell RNA sequencing data, we identified five key biomarkers—CYP2J2, CYBB, ALOX5, PLB1, and PLA2G2A—which are enriched in immune-related pathways and strongly associated with M2 macrophage and plasma cell infiltration. Furthermore, our predictive nomogram and identification of epithelial and T cells as primary mediators, alongside validation through RT-qPCR, highlight novel diagnostic and therapeutic avenues for CRSwNP.
DOI: 10.15468/dl.3wfeyq
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Froelichia gracilis",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024944-250827131500795/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.30049952
title: Stability analysis for switched Boolean networks with minimum dwell time

description: This paper investigates the stability of switched Boolean networks (SBNs) whose switching signal obeys a pre-specified minimum dwell time constraint. Firstly, the algebraic state space representation of the SBN with minimum dwell time is established using the semi-tensor product method. Secondly, the global stability of these kinds of SBNs is investigated by two cases: (i) the minimum dwell time of each subsystem is the same; (ii) the minimum dwell time of each subsystem is different. By constructing some SBNs with arbitrary switching signal, several necessary and sufficient conditions are provided to detect the stability of the SBN with minimum dwell time. Moreover, for the case that subsystems have different equilibrium points, a method to design the state-dependent switching signals is proposed such that the SBN with minimum dwell time can be locally stable to a desired equilibrium point. Finally, two examples are proposed to demonstrate the effectiveness of the results.
DOI: 10.6084/m9.figshare.30049952.v1
title: Stability analysis for switched Boolean networks with minimum dwell time

description: This paper investigates the stability of switched Boolean networks (SBNs) whose switching signal obeys a pre-specified minimum dwell time constraint. Firstly, the algebraic state space representation of the SBN with minimum dwell time is established using the semi-tensor product method. Secondly, the global stability of these kinds of SBNs is investigated by two cases: (i) the minimum dwell time of each subsystem is the same; (ii) the minimum dwell time of each subsystem is different. By constructing some SBNs with arbitrary switching signal, several necessary and sufficient conditions are provided to detect the stability of the SBN with minimum dwell time. Moreover, for the case that subsystems have different equilibrium points, a method to design the state-dependent switching signals is proposed such that the SBN with minimum dwell time can be locally stable to a desired equilibrium point. Finally, two examples are proposed to demonstrate the effectiveness of the results.
DOI: 10.15468/dl.kqnht9
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphorbia wellbyi",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024945-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12956533
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.zj684u
title: Occurrence Download

description: A dataset containing 6165 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Heterotheca villosa",
 "Year 1970-2025"
 ]
}

 The dataset includes 6165 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024947-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hsqqrg
title: Occurrence Download

description: A dataset containing 4997 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-30 81, 50 81, 50 12, -30 12, -30 81))",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Living Specimen, Occurrence evidence)",
 "TaxonKey is one of (Gattyana cirrhosa)"
 ]
}

 The dataset includes 4997 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024946-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ce3uc3
title: Occurrence Download

description: A dataset containing 915 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Pseudaulacaspis pentagona"
 ]
}

 The dataset includes 915 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024950-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yt36pn
title: Occurrence Download

description: A dataset containing 422 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Macaranga capensis",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 422 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024952-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hfyjw3
title: Occurrence Download

description: A dataset containing 563 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-30 81, 50 81, 50 12, -30 12, -30 81))",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Living Specimen, Occurrence evidence)",
 "TaxonKey is one of (Gitana sarsi)"
 ]
}

 The dataset includes 563 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024954-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.28btj8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gomphrena serrata",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024955-250827131500795/datasets/export for details.
DOI: 10.15468/dl.jy2qbb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gomphrena serrata",
 "Country is Botswana",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024956-250827131500795/datasets/export for details.
DOI: 10.6084/m9.figshare.30049225
title: <b>Research on Multiple Improvement Paths of National Innovation Output Based on tsQCA</b>

description: Based on the panel data of 118 countries from 2013 to 2024, this paper uses the tsQCA method to explore the synergistic effect of various factors of innovation input on innovation output capacity, and reveals multiple paths to improve national innovation output. The results show that there are four ways to improve the output of high innovation, which can be summarized into two models: "Institution + Human Capital and Research + Business Maturity" and "Infrastructure + Market Maturity + Business Maturity", among which business maturity is an indispensable core factor for countries to improve their innovation output capacity. In the time dimension, the consistency level of the four high-innovation output configuration pathways in 2019-2020 was low. In the spatial dimension, there are obvious regional differences in innovation output among countries. Among them, there is a considerable gap in innovation output capacity in Africa compared with other regions; Influenced by the process of economic transformation and the pace of institutional improvement, the level of innovation output in Eastern Europe lies between that of Europe and America on one hand and Central and South Asia on the other；Central and South Asia has formed a gradient gap with Europe and America as a whole due to insufficient infrastructure and limited market maturity.
DOI: 10.6084/m9.figshare.30049225.v1
title: <b>Research on Multiple Improvement Paths of National Innovation Output Based on tsQCA</b>

description: Based on the panel data of 118 countries from 2013 to 2024, this paper uses the tsQCA method to explore the synergistic effect of various factors of innovation input on innovation output capacity, and reveals multiple paths to improve national innovation output. The results show that there are four ways to improve the output of high innovation, which can be summarized into two models: "Institution + Human Capital and Research + Business Maturity" and "Infrastructure + Market Maturity + Business Maturity", among which business maturity is an indispensable core factor for countries to improve their innovation output capacity. In the time dimension, the consistency level of the four high-innovation output configuration pathways in 2019-2020 was low. In the spatial dimension, there are obvious regional differences in innovation output among countries. Among them, there is a considerable gap in innovation output capacity in Africa compared with other regions; Influenced by the process of economic transformation and the pace of institutional improvement, the level of innovation output in Eastern Europe lies between that of Europe and America on one hand and Central and South Asia on the other；Central and South Asia has formed a gradient gap with Europe and America as a whole due to insufficient infrastructure and limited market maturity.
DOI: 10.15468/dl.g2z5a9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gomphrena serrata",
 "Country is Burundi",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024957-250827131500795/datasets/export for details.
DOI: 10.15468/dl.mt2tbh
title: Occurrence Download

description: A dataset containing 599231 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Insecta",
 "Year 2019-2024"
 ]
}

 The dataset includes 599231 records from 492 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024915-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17048714
title: 《Simulating Martian Atmospheric Processes and Local Dust Events with a New Global Variable-Resolution Model iAMAS-Mars》

description: two parts of these data(240km & v120km-5km) saved in ZENODO

 




240km(saved as IAMAS_**.nc)




presssure data

skintemp data

tho data

theta data

co2ice data

tau_od2d data

horizon wind data(two parts)

init_static.nc(ter and mesh info)

Note: all data files has a variable with 669 sols in 240km except nlif1,ust with 6 sols




v120km-5km(saved as IAMAS_v_**.nc)




nlif1 data

tau_od2d data

ust data

horizon wind data(two parts)

init_v_static.nc(ter and mesh info)

Note: all data files has a variable with 6 sols in v120km-5km
DOI: 10.5281/zenodo.17048713
title: 《Simulating Martian Atmospheric Processes and Local Dust Events with a New Global Variable-Resolution Model iAMAS-Mars》

description: two parts of these data(240km & v120km-5km) saved in ZENODO

 




240km(saved as IAMAS_**.nc)




presssure data

skintemp data

tho data

theta data

co2ice data

tau_od2d data

horizon wind data(two parts)

init_static.nc(ter and mesh info)

Note: all data files has a variable with 669 sols in 240km except nlif1,ust with 6 sols




v120km-5km(saved as IAMAS_v_**.nc)




nlif1 data

tau_od2d data

ust data

horizon wind data(two parts)

init_v_static.nc(ter and mesh info)

Note: all data files has a variable with 6 sols in v120km-5km
DOI: 10.5281/zenodo.17051683
title: AN COMPREHENSIVE REVIEW ON ALZHEIMER: A NEURODEGENERATIVE  DISORDER

description: AD is a neurodegenerative disorder that affects a large number of individuals worldwide. It is the most common

cause of dementia and the most frequent cause of cognitive impairment. AD is characterized by the presence of tau

proteins in the brain, which are essential for the development and progression of the disease. This review focuses

on the pathogenesis of AD and its pathophysiology, including the role of Tau proteins in AD. The importance of

biosensors in the diagnosis and treatment of AD is highlighted. In this review, we will focus on the various

biomarkers associated with AD diagnosis, as well as their application in the clinical diagnosis of AD. Biosensors

utilising nanotechnology are being created to enable the precise and sensitive detection of Neurodegenerative

Biomarkers, including Tau proteins, which could facilitate early identification and predicting disease progression.
DOI: 10.5281/zenodo.17051684
title: AN COMPREHENSIVE REVIEW ON ALZHEIMER: A NEURODEGENERATIVE  DISORDER

description: AD is a neurodegenerative disorder that affects a large number of individuals worldwide. It is the most common

cause of dementia and the most frequent cause of cognitive impairment. AD is characterized by the presence of tau

proteins in the brain, which are essential for the development and progression of the disease. This review focuses

on the pathogenesis of AD and its pathophysiology, including the role of Tau proteins in AD. The importance of

biosensors in the diagnosis and treatment of AD is highlighted. In this review, we will focus on the various

biomarkers associated with AD diagnosis, as well as their application in the clinical diagnosis of AD. Biosensors

utilising nanotechnology are being created to enable the precise and sensitive detection of Neurodegenerative

Biomarkers, including Tau proteins, which could facilitate early identification and predicting disease progression.
DOI: 10.5281/zenodo.17051643
title: ELISIR
title: Eblaite Lexikon: Interoperable Semantic Index and Repository

description: ELISIR (Eblaite Lexikon: Interoperable Semantic Index and Repository) is a lexical resource for the ancient Eblaite language. It leverages Linked Data technologies to make this corpus more accessible and interoperable for research. This Zenodo record hosts the lexical data of ELISIR.

At its core, the project uses the OntoLex Lemon framework to structure Eblaite lexical data. The frontend is built with SvelteKit, providing a fast, reactive, and user-friendly interface to browse and search the Lexikon. ELISIR represents a bridge between traditional tools and modern digital humanities, making the vocabulary attested in the documents of the Ebla Archives accessible and connected for linguists, historians, and computational researchers alike.

This work is Licensed under CC BY 4.0. You are free to reuse, distribute, remix, adapt, and build upon the content of this work—including both the source code available in the GitLab repository—in any medium or format, including for commercial purposes, as long as appropriate credit is given. If you modify the material, you must distribute your contributions under the same license.

TL;DR If you use ELISIR in your research, citation is appreciated (but not required). If you extend or adapt it, please provide proper credit in accordance with the CC BY 4.0 license.

Cite two whole ELISIR dataset as:



Scarpa, Erica (2025). ELISIR [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17051643.


Note that you can also cite specific versions.
DOI: 10.5281/zenodo.17051644
title: ELISIR
title: Eblaite Lexikon: Interoperable Semantic Index and Repository

description: ELISIR (Eblaite Lexikon: Interoperable Semantic Index and Repository) is a lexical resource for the ancient Eblaite language. It leverages Linked Data technologies to make this corpus more accessible and interoperable for research. This Zenodo record hosts the lexical data of ELISIR.

At its core, the project uses the OntoLex Lemon framework to structure Eblaite lexical data. The frontend is built with SvelteKit, providing a fast, reactive, and user-friendly interface to browse and search the Lexikon. ELISIR represents a bridge between traditional tools and modern digital humanities, making the vocabulary attested in the documents of the Ebla Archives accessible and connected for linguists, historians, and computational researchers alike.

This work is Licensed under CC BY 4.0. You are free to reuse, distribute, remix, adapt, and build upon the content of this work—including both the source code available in the GitLab repository—in any medium or format, including for commercial purposes, as long as appropriate credit is given. If you modify the material, you must distribute your contributions under the same license.

TL;DR If you use ELISIR in your research, citation is appreciated (but not required). If you extend or adapt it, please provide proper credit in accordance with the CC BY 4.0 license.

Cite two whole ELISIR dataset as:



Scarpa, Erica (2025). ELISIR [Data set]. Zenodo. https://doi.org/10.5281/zenodo.17051643.


Note that you can also cite specific versions.
DOI: 10.15468/dl.x48j2t
title: Occurrence Download

description: A dataset containing 21190 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Cirsium erisithales"
 ]
}

 The dataset includes 21190 records from 194 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024958-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ztfamr
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Micrococca holstii",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 53 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024960-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r52vf5
title: Occurrence Download

description: A dataset containing 14679 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-30 81, 50 81, 50 12, -30 12, -30 81))",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Living Specimen, Occurrence evidence)",
 "TaxonKey is one of (Gobius niger)"
 ]
}

 The dataset includes 14679 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024959-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xvk3pm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gomphrena serrata",
 "Country is Chad",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024961-250827131500795/datasets/export for details.
DOI: 10.15468/dl.udsuc8
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gomphrena serrata",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024962-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.njapqa
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gomphrena serrata",
 "Country is Comoros",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024963-250827131500795/datasets/export for details.