cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.kqn2n5
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thorius hankeni Campbell, Brodie, Flores-Villela & Smith, 2014"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070912-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bapgvb
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((148.115726 -34.336553, 148.12471 -34.336553, 148.12471 -34.338799, 148.131447 -34.338799, 148.131447 -34.336553, 148.135939 -34.336553, 148.135939 -34.332061, 148.131447 -34.332061, 148.131447 -34.329815, 148.135939 -34.329815, 148.135939 -34.32757, 148.131447 -34.32757, 148.131447 -34.325324, 148.122464 -34.325324, 148.122464 -34.32757, 148.117972 -34.32757, 148.117972 -34.329815, 148.115726 -34.329815, 148.115726 -34.336553)), ((148.115726 -34.336553, 148.113481 -34.336553, 148.113481 -34.329815, 148.108989 -34.329815, 148.108989 -34.345536, 148.113481 -34.345536, 148.113481 -34.347782, 148.120218 -34.347782, 148.120218 -34.34329, 148.115726 -34.34329, 148.115726 -34.336553)), ((148.120218 -34.34329, 148.122464 -34.34329, 148.122464 -34.338799, 148.120218 -34.338799, 148.120218 -34.34329)))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070913-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/8c6skx6ykj.1
title: Quantifying Suicide Risk in Prostate Cancer A SEER-Based Predictive Model

description: The data is from the SEER database, and the methods and protocols can be referenced in the article content. Data processing was conducted using S studio, and the code has been published in the dataset.
DOI: 10.15468/dl.vtnnw4
title: Occurrence Download

description: A dataset containing 9336 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Norway",
 "Geometry POLYGON((5.45607 58.62291,11.74674 59.5205,12.7152 59.7745,13.24238 60.64309,13.23153 63.1152,8.91011 63.62694,6.09307 63.1152,4.10688 62.14837,3.36526 60.48522,5.45607 58.62291))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Lagopus muta (Montin, 1781)",
 "Year 2000-2024"
 ]
}

 The dataset includes 9336 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070914-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w3mvcc
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((147.583472 -34.332061, 147.585718 -34.332061, 147.585718 -34.323078, 147.587964 -34.323078, 147.587964 -34.320832, 147.585718 -34.320832, 147.585718 -34.314095, 147.583472 -34.314095, 147.583472 -34.332061)), ((147.583472 -34.332061, 147.578981 -34.332061, 147.578981 -34.338799, 147.583472 -34.338799, 147.583472 -34.332061)))"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070915-240626123714530/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.26635890
title: Additional file 10 of Identification of novel diagnostic panel for mild cognitive impairment and Alzheimer’s disease: findings based on urine proteomics and machine learning

description: Additional file 10: Table S5. Spearman correlation between diagnostic proteins and cognition tests. Relative correlation coefficient ρ and significance p (two-sided).
DOI: 10.6084/m9.figshare.26635878
title: Additional file 6 of Identification of novel diagnostic panel for mild cognitive impairment and Alzheimer’s disease: findings based on urine proteomics and machine learning

description: Additional file 6: Table S1. Basic information and individual tests results of each participant.
DOI: 10.6084/m9.figshare.26635890.v1
title: Additional file 10 of Identification of novel diagnostic panel for mild cognitive impairment and Alzheimer’s disease: findings based on urine proteomics and machine learning

description: Additional file 10: Table S5. Spearman correlation between diagnostic proteins and cognition tests. Relative correlation coefficient ρ and significance p (two-sided).
DOI: 10.6084/m9.figshare.24494467
title: Additional file 2 of Xinyang tablet ameliorates sepsis-induced myocardial dysfunction by regulating Beclin-1 to mediate macrophage autophagy and M2 polarization through LncSICRNT1 targeting E3 ubiquitin ligase TRAF6

description: Additional file 2: Table S1. Raw data of LVEDd, LVESd, LVEF, and LVFS.
DOI: 10.15468/dl.tg7qfk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.270687 -34.332061, 148.270687 -34.34329, 148.275178 -34.34329, 148.275178 -34.332061, 148.270687 -34.332061))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070916-240626123714530/datasets/export for details.
DOI: 10.6084/m9.figshare.26635194.v1
title: Additional file 1 of Genomic signals of local adaptation in Picea crassifolia

description: Additional file 1. Fifty-six environmental variables for 85 occurrence records (including 16 population locations) of Picea crassifolia.
DOI: 10.15468/dl.5z9nhj
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((148.535691 -34.332061, 148.535691 -34.34329, 148.542428 -34.34329, 148.542428 -34.338799, 148.537937 -34.338799, 148.537937 -34.332061, 148.535691 -34.332061)), ((148.542428 -34.338799, 148.544674 -34.338799, 148.544674 -34.336553, 148.542428 -34.336553, 148.542428 -34.338799)))"
 ]
}

 The dataset includes 36 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070918-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2f2khh
title: Occurrence Download

description: A dataset containing 20702 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.60241 -16.70846,-70.51821 -17.49237,-68.816 -14.89427,-68.43525 -11.96021,-69.7343 -8.82457,-73.40422 -8.41188,-76.90146 -9.51889,-77.55099 -12.65453,-75.60241 -16.70846))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Orchidaceae"
 ]
}

 The dataset includes 20702 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070917-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.43p5yy
title: Occurrence Download

description: A dataset containing 7856 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Norway",
 "Geometry POLYGON((5.45607 58.62291,11.74674 59.5205,12.7152 59.7745,13.24238 60.64309,13.23153 63.1152,8.91011 63.62694,6.09307 63.1152,4.10688 62.14837,3.36526 60.48522,5.45607 58.62291))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Vulpes vulpes (Linnaeus, 1758)",
 "Year 2000-2024"
 ]
}

 The dataset includes 7856 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070919-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5gwe2g
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scapanus anthonyi Allen, 1893"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070920-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8wrnty
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((148.749042 -34.332061, 148.749042 -34.338799, 148.751288 -34.338799, 148.751288 -34.332061, 148.749042 -34.332061)), ((148.751288 -34.338799, 148.751288 -34.345536, 148.764762 -34.345536, 148.764762 -34.347782, 148.7715 -34.347782, 148.7715 -34.345536, 148.767008 -34.345536, 148.767008 -34.34329, 148.758025 -34.34329, 148.758025 -34.338799, 148.751288 -34.338799)))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070921-240626123714530/datasets/export for details.
DOI: 10.15468/dl.5qzu99
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((148.347044 -34.334307, 148.347044 -34.338799, 148.351535 -34.338799, 148.351535 -34.334307, 148.347044 -34.334307))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070923-240626123714530/datasets/export for details.
DOI: 10.15468/dl.kz7n8v
title: Occurrence Download

description: A dataset containing 23379 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Norway",
 "Geometry POLYGON((5.45607 58.62291,11.74674 59.5205,12.7152 59.7745,13.24238 60.64309,13.23153 63.1152,8.91011 63.62694,6.09307 63.1152,4.10688 62.14837,3.36526 60.48522,5.45607 58.62291))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Rangifer tarandus (Linnaeus, 1758)",
 "Year 2000-2024"
 ]
}

 The dataset includes 23379 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070922-240626123714530/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.26635239
title: Additional file 3 of Therapeutic potential of Lianhua Qingke in airway mucus hypersecretion of acute exacerbation of chronic obstructive pulmonary disease

description: Additional file 3: Table S2. Component target profiles from multiple sources for compound-target (C-T) network construction.
DOI: 10.6084/m9.figshare.26635242
title: Additional file 4 of Therapeutic potential of Lianhua Qingke in airway mucus hypersecretion of acute exacerbation of chronic obstructive pulmonary disease

description: Additional file 4: Table S3. Compound-target (C-T) network for 61 overlap targets.
DOI: 10.6084/m9.figshare.26635245
title: Additional file 5 of Therapeutic potential of Lianhua Qingke in airway mucus hypersecretion of acute exacerbation of chronic obstructive pulmonary disease

description: Additional file 5: Table S4. Pathways and biological process (BP) enrichment analysis of 61 potential targets regulated by LHQK.
DOI: 10.6084/m9.figshare.26635239.v1
title: Additional file 3 of Therapeutic potential of Lianhua Qingke in airway mucus hypersecretion of acute exacerbation of chronic obstructive pulmonary disease

description: Additional file 3: Table S2. Component target profiles from multiple sources for compound-target (C-T) network construction.
DOI: 10.15468/dl.tpbk3g
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((146.860325 -34.336553, 146.860325 -34.338799, 146.862571 -34.338799, 146.862571 -34.336553, 146.860325 -34.336553))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070924-240626123714530/datasets/export for details.
DOI: 10.6084/m9.figshare.26634804
title: Additional file 2 of Large monitoring datasets reveal high probabilities for intermittent occurrences of pesticides in European running waters

description: Additional file 2. Dataset of processed pesticide monitoring data used for the analyses.
DOI: 10.5281/zenodo.14626014
title: Supplementary dataset for "Intracellular syntrophy and interspecies syntrophy drive the hidden prosperity of sulfate-reducing microbes"

description: This dataset is a supplementary dataset for the article of "Intracellular syntrophy and interspecies syntrophy drive the hidden prosperity of sulfate-reducing microbes" by Panqing Qi, Xuewen Liu, Yong Nie, and Xiaolei Wu,  including the assembled genomes, predicted protein, optimal complex conformations for molecular dynamic simulations, genome metabolic models.
DOI: 10.5281/zenodo.14626015
title: Supplementary dataset for "Intracellular syntrophy and interspecies syntrophy drive the hidden prosperity of sulfate-reducing microbes"

description: This dataset is a supplementary dataset for the article of "Intracellular syntrophy and interspecies syntrophy drive the hidden prosperity of sulfate-reducing microbes" by Panqing Qi, Xuewen Liu, Yong Nie, and Xiaolei Wu,  including the assembled genomes, predicted protein, optimal complex conformations for molecular dynamic simulations, genome metabolic models.
DOI: 10.15468/dl.prn5w5
title: Occurrence Download

description: A dataset containing 31086 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Lycium barbarum L."
 ]
}

 The dataset includes 31086 records from 491 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001817-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14864849
title: UK2deport Dataset 5: Categories of organised returns in the United Kingdom

description: This dataset comes from the research project "UK2deport: New bordering of the UK: Post-Brexit deportability and governance of EU mobility" lidered by Dr Agnieszka Radziwinoiwczówna at the Centre of Migration Research, University of Warsaw and funded in full by the National Science Centre of Poland under the grant agreement 2020/39/D/HS5/02319.

This dataset presents a catalogue of types of organised returns in the post-Brexit United Kingdom. Return migration is often categorised as voluntary, when a migrating person makes the decision to return to the country of origin, and involuntary, when state authorities decide an individual must leave state territory. In practice, however, the space between the ideal types of fully voluntary and involuntary returns is enormous, as there are many types of organised returns with varying degrees of voluntariness and coercion.
DOI: 10.5281/zenodo.14864850
title: UK2deport Dataset 5: Categories of organised returns in the United Kingdom

description: This dataset comes from the research project "UK2deport: New bordering of the UK: Post-Brexit deportability and governance of EU mobility" lidered by Dr Agnieszka Radziwinoiwczówna at the Centre of Migration Research, University of Warsaw and funded in full by the National Science Centre of Poland under the grant agreement 2020/39/D/HS5/02319.

This dataset presents a catalogue of types of organised returns in the post-Brexit United Kingdom. Return migration is often categorised as voluntary, when a migrating person makes the decision to return to the country of origin, and involuntary, when state authorities decide an individual must leave state territory. In practice, however, the space between the ideal types of fully voluntary and involuntary returns is enormous, as there are many types of organised returns with varying degrees of voluntariness and coercion.
DOI: 10.5281/zenodo.14863209
title: Protocol to predict the origin of cancer of unknown primary from gene expression data using BPformer
DOI: 10.5281/zenodo.14863210
title: Protocol to predict the origin of cancer of unknown primary from gene expression data using BPformer
DOI: 10.5281/zenodo.14864978
title: "Rigorous Analytical Proof"

description: In this paper, we present a complete analytical proof of Goldbach’s Conjecture, demonstrating that every even integer greater than 2 can be expressed as the sum of two prime numbers. Our approach is based on deriving a fundamental differential equation that describes the behavior of the Goldbach partition function , which counts the number of such representations. The equation:

\frac{d^2 G}{dN^2} + G(N) = C_3 N, \quad C_3 \approx 0.183

is obtained directly from the distribution of prime numbers and their density function. Numerical verification shows that  for all even , confirming the absence of counterexamples.

By solving the equation analytically, we derive the general form of :

G(N) = C_1 \sin(N) + C_2 \cos(N) + C_3 N.

This function exhibits a monotonic asymptotic growth, ensuring that  never reaches zero. Unlike previous heuristic and computational approaches, this work provides a rigorous mathematical framework that directly links the structure of prime numbers with the validity of Goldbach’s Conjecture.

Furthermore, we analyze the stability and robustness of the solution, confirming that small perturbations in prime distributions do not alter the fundamental property that . These findings establish a new theoretical foundation for understanding additive number theory and open pathways for extending similar techniques to other prime-based conjectures.
DOI: 10.5281/zenodo.14864979
title: "Rigorous Analytical Proof"

description: In this paper, we present a complete analytical proof of Goldbach’s Conjecture, demonstrating that every even integer greater than 2 can be expressed as the sum of two prime numbers. Our approach is based on deriving a fundamental differential equation that describes the behavior of the Goldbach partition function , which counts the number of such representations. The equation:

\frac{d^2 G}{dN^2} + G(N) = C_3 N, \quad C_3 \approx 0.183

is obtained directly from the distribution of prime numbers and their density function. Numerical verification shows that  for all even , confirming the absence of counterexamples.

By solving the equation analytically, we derive the general form of :

G(N) = C_1 \sin(N) + C_2 \cos(N) + C_3 N.

This function exhibits a monotonic asymptotic growth, ensuring that  never reaches zero. Unlike previous heuristic and computational approaches, this work provides a rigorous mathematical framework that directly links the structure of prime numbers with the validity of Goldbach’s Conjecture.

Furthermore, we analyze the stability and robustness of the solution, confirming that small perturbations in prime distributions do not alter the fundamental property that . These findings establish a new theoretical foundation for understanding additive number theory and open pathways for extending similar techniques to other prime-based conjectures.
DOI: 10.5281/zenodo.14728644
title: Characterisation of a lava plain North-West of Ascraeus Mons, Mars, through surface morphometric analysis and SHARAD subsurface detections - Ancillary Data

description: This dataset contains the data products associated with the work Characterisation of a lava plain North-West of Ascraeus Mons, Mars, through surface morphometric analysis and SHARAD subsurface detections, sent for publication on JGR:Planets.

The data is divided in:



QGIS 3.40 project.

SHARAD folder: contains dataframes stored as hdf files (h5), to be used with https://doi.org/10.5281/zenodo.14728638.

Data folder containing:



Products: vectorial and raster data produced with this work, including basemaps and subsurface points.

Basedata: data used in the QGIS project, from bibliography data repository



In Data -> Basedata -> Shapefiles there is a file named SHARAD_cropped_geometries.gpkg which contains all the original references, download urls, and descriptions of the data used in this work.
DOI: 10.5281/zenodo.14728643
title: Characterisation of a lava plain North-West of Ascraeus Mons, Mars, through surface morphometric analysis and SHARAD subsurface detections - Ancillary Data

description: This dataset contains the data products associated with the work Characterisation of a lava plain North-West of Ascraeus Mons, Mars, through surface morphometric analysis and SHARAD subsurface detections, sent for publication on JGR:Planets.

The data is divided in:



QGIS 3.40 project.

SHARAD folder: contains dataframes stored as hdf files (h5), to be used with https://doi.org/10.5281/zenodo.14728638.

Data folder containing:



Products: vectorial and raster data produced with this work, including basemaps and subsurface points.

Basedata: data used in the QGIS project, from bibliography data repository



In Data -> Basedata -> Shapefiles there is a file named SHARAD_cropped_geometries.gpkg which contains all the original references, download urls, and descriptions of the data used in this work.
DOI: 10.15468/dl.mvz3eb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Psammechinus intermedius A.Agassiz, 1864",
 "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/0001819-250212154643175/datasets/export for details.
DOI: 10.15468/dl.kny6tj
title: Occurrence Download

description: A dataset containing 26900 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Solanum tuberosum L."
 ]
}

 The dataset includes 26900 records from 506 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001820-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ye8fw4
title: Occurrence Download

description: A dataset containing 547 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Digitalis minor L."
 ]
}

 The dataset includes 547 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001821-250212154643175/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.28407425
title: VACCINE_DATA_2025

description: Effect of the COVID-19 pandemic on routine childhood immunisation coverage in a rural and a tribal setting in Tamil Nadu, South India
DOI: 10.6084/m9.figshare.28407425.v1
title: VACCINE_DATA_2025

description: Effect of the COVID-19 pandemic on routine childhood immunisation coverage in a rural and a tribal setting in Tamil Nadu, South India