cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/618co4
title: Modelled distributions and conservation status of the wild relatives of Chile peppers (Capsicum L.)

description: Occurrence data, processed ecogeographic data, interactive taxon-level modeling and conservation status results and metrics, and journal article supplementary figures and tables, for Khoury CK, Carver D, Barchenger DW, Barboza G, van Zonneweld M, Jarret R, Bohs L, Kantar MB, Uchanski M, Mercer K, Nabhan GP, Bosland PW, and Greene SL (2019) Modelled distributions and conservation status of the wild relatives of Chile peppers (Capsicum L). Diversity and Distributions. Doi: 10.1111/DDI.13008. https://doi.org/10.1111/DDI.13008
DOI: 10.7910/dvn/7ubuui
title: United National General Assembly Voting, 1946-2013

description: The data set contains the voting behavior in the United Nations General Assembly based on the UNBisNET Voting Records (http://unbisnet.un.org) for the time period 1946-2013. 

Individual votes are coded as (http://research.un.org/en/docs/ga/voting): YES, NO, ABSTAIN, ABSENT (coded as blank space in the original source), INELIGIBLE (based on code 9 in the UNBisNET data base)
Missing indicates that the country was not a UN member/did not exist at the time of voting. 

The data is a delimted text-file (delimiter: semi-colon), some fields (title, documents) are enclosed in double-quotation marks 

The original source included some typos (e.g., codes for votes: NY, 9, 90), these were addressed by manually checking the meeting records and adding the correct information.

This is a first draft version, additional checks should be carried out before using the data (e.g. making sure that all countries are included for the relevant time periods, cross-validation using other data sets). Missing blank spaces (for absent) cannot be positively identified in this version. 

Additional information about the resolutions can be found here:
https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/T8EIWO
DOI: 10.7910/dvn/8a9ruv
title: Radiation-Induced Lung Toxicity in Mice Irradiated in a Strong Magnetic Field - Mouse 60

description: Mouse 60: Irradiated 05/18/2016 Pre Scan: 05/17/2016 Post Scan: 10/04/2016
DOI: 10.15468/dl.hb97cw
title: Occurrence Download

description: A dataset containing 336 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caragana arborescens",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 336 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049956-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4x2yq5
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027419-250811113504898/datasets/export for details.
DOI: 10.15468/dl.c3shte
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ricinus communis",
 "Country is Barbados",
 "HasCoordinate is true"
 ]
}

 The dataset includes 26 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025131-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4119/unibi/3005664
title: Fieldwork Questionnaire on Copular Clauses/Nonverbal predication
DOI: 10.5281/zenodo.18427792
title: Multiple warming does not alter the regulation of DOM by soil layers in a subtropical primary forest
DOI: 10.5281/zenodo.18427793
title: Multiple warming does not alter the regulation of DOM by soil layers in a subtropical primary forest
DOI: 10.17632/ghpy6kdhx5
title: Ransomware Printable Character N-gram Feature Dataset

description: This dataset was generated for the academic research paper titled "Zero-Day Ransomware Family Detection Based on Printable Character Analysis and Machine Learning", published in the Electronic Journal of Scientific Initiation in Computing (Revista Eletrônica de Iniciação Científica em Computação – REIC), vol. 23 (2025), doi: http://doi.org/10.5753/reic.2025.6021.

It contains structural features in the form of 3-, 4-, and 5-gram printable characters extracted from 2,675 binary executable samples. The training and validation set consists of 2,157 samples (80%): 1,023 ransomware samples from 25 relevant families and 1,134 goodware samples. The testing set consists of 518 samples (20%): 385 ransomware samples from 15 recent families and 133 goodware samples.

The CSV file columns are sample ID, filename, target class (RG), family ID, and numerical columns ( binaryfeatures), as follows:
 | ID | filename | RG | family | 2000 Features |
Training Goodware | 10000 to 11133 | Their name.exe | 0 | 0 | Binary features |
Testing Goodware | 12000 to 12132 | Their name.exe | 0 | 0 | Binary features |
Training Ransomware | 20000 to 21022 | Their SHA-256 hash | 1 | 1-25 family IDs | Binary features |
Testing Ransomware | 22000 to 22384 | Their SHA-256 hash | 1 | 26-40 family IDs | Binary features |


Family IDs:
Avaddon 1
Babuk 2
Blackmatter 3
Conti 4
Darkside 5
Dharma 6
Doppelpaymer 7
Exorcist 8
Gandcrab 9
Lockbit 10
Makop 11
Maze 12
Mountlocker 13
Nefilim 14
Netwalker 15
Phobos 16
Pysa 17
Ragnarok 18
RansomeXX 19
Revil 20
Ryuk 21
Stop 22
Thanos 23
Wastedlocker 24
Zeppelin 25

AvosLocker 26
BianLian 27
BlackBasta 28
BlackByte 29
BlackCat 30
BlueSky 31
Clop 32
Hive 33
HolyGhost 34
Karma 35
Lorenz 36
Maui 37
Night Sky 38
PlayCrypt 39
Quantum 40
DOI: 10.17632/ghpy6kdhx5.2
title: Ransomware Printable Character N-gram Feature Dataset

description: This dataset was generated for the academic research paper titled "Zero-Day Ransomware Family Detection Based on Printable Character Analysis and Machine Learning", published in the Electronic Journal of Scientific Initiation in Computing (Revista Eletrônica de Iniciação Científica em Computação – REIC), vol. 23 (2025), doi: http://doi.org/10.5753/reic.2025.6021.

It contains structural features in the form of 3-, 4-, and 5-gram printable characters extracted from 2,675 binary executable samples. The training and validation set consists of 2,157 samples (80%): 1,023 ransomware samples from 25 relevant families and 1,134 goodware samples. The testing set consists of 518 samples (20%): 385 ransomware samples from 15 recent families and 133 goodware samples.

The CSV file columns are sample ID, filename, target class (RG), family ID, and numerical columns ( binaryfeatures), as follows:
 | ID | filename | RG | family | 2000 Features |
Training Goodware | 10000 to 11133 | Their name.exe | 0 | 0 | Binary features |
Testing Goodware | 12000 to 12132 | Their name.exe | 0 | 0 | Binary features |
Training Ransomware | 20000 to 21022 | Their SHA-256 hash | 1 | 1-25 family IDs | Binary features |
Testing Ransomware | 22000 to 22384 | Their SHA-256 hash | 1 | 26-40 family IDs | Binary features |


Family IDs:
Avaddon 1
Babuk 2
Blackmatter 3
Conti 4
Darkside 5
Dharma 6
Doppelpaymer 7
Exorcist 8
Gandcrab 9
Lockbit 10
Makop 11
Maze 12
Mountlocker 13
Nefilim 14
Netwalker 15
Phobos 16
Pysa 17
Ragnarok 18
RansomeXX 19
Revil 20
Ryuk 21
Stop 22
Thanos 23
Wastedlocker 24
Zeppelin 25

AvosLocker 26
BianLian 27
BlackBasta 28
BlackByte 29
BlackCat 30
BlueSky 31
Clop 32
Hive 33
HolyGhost 34
Karma 35
Lorenz 36
Maui 37
Night Sky 38
PlayCrypt 39
Quantum 40
DOI: 10.15468/dl.66syfe
title: Occurrence Download

description: A dataset containing 3493 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Culex modestus)"
 ]
}

 The dataset includes 3493 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001513-260129131611470/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.24893454
title: Photocatalytic on-demand hydrogen evolution – A water-soluble copolymer for storage of electrons and fuel for catalytic conversion to hydrogen

description: Full paper and Supporting information
DOI: 10.6084/m9.figshare.24893454.v1
title: Photocatalytic on-demand hydrogen evolution – A water-soluble copolymer for storage of electrons and fuel for catalytic conversion to hydrogen

description: Full paper and Supporting information
DOI: 10.6084/m9.figshare.27849483
title: Motor cortex on thalamic spiking dynamics

description: Summary of motor cortical influences on thalamic dynamics during resting state and forelimb reach-to-consume action. Optogenetic manipulation coupled with in vivo Neuropixels recording was used to dissect the differential contributions of two different corticothalamic channels to thalamic dynamics.
DOI: 10.6084/m9.figshare.27849483.v1
title: Motor cortex on thalamic spiking dynamics

description: Summary of motor cortical influences on thalamic dynamics during resting state and forelimb reach-to-consume action. Optogenetic manipulation coupled with in vivo Neuropixels recording was used to dissect the differential contributions of two different corticothalamic channels to thalamic dynamics.
DOI: 10.57903/uj/lfs3x4
title: The impact of 10-gingerol on molecular organization of the model membranes of mammmalian cells - research data
title: Wpływ 10-gingerolu na organizację molekularną modelowych błon komórek ssaków - Dane Badawcze

description: Data generated during studies the impact of 10-gingerol (10-G) on model membranes of mammalian cells. The raw experimental dataset consists of results from measurements in Langmuir monolayer systems and lipid bilayers (liposomes). The data contain recorded surface pressure (π) - molecular area (A) isotherms obtained using the NIMA Langmuir trough equipment with total area 300cm2. The selected dataset also includes the values of excess molecular areas and compressibility coefficients calculated based on π/A isotherms. The files were saved in opju format. opju file names are consistent with the lipid composition of the model membrane. Furthermore, the properties of investigated membranes with 10-gingerol examined using Brewster's angle microscopy. The measurements were carried out using UltraBAM instrument by Accurion. The images were processed for noise reduction using Accurion_Image sofware. Adittionally, the images were converted using PowerPoint tools (cropping and scaling). The files were saved in pptx format. pptx file names are consistent with the lipid composition of the model membrane. Moreover the selected dataset regards the impact of 10-gingerol on lipid bilayers. The opju files contain a summary of data from measurements of steady-state anisotropy of DPH and calcein release from the interior of liposomes. The measurements were conducted using Hitachi 7100 spectroflorimeter. The Further, the docx file presents the values of the average hydrodynamic diameters and the zeta potential of liposomes for selected multicomponent model membranes using Malvern Zetasizer Ultra instrument.
DOI: 10.6084/m9.figshare.27683262
title: Capsaicin Diet-Induced Gut Inflammation Elevates Plasma Exosomal miR-17-3p: Unveiling the ZNF148/SOS1 Axis as a Novel Mechanism in ISS Pathogenesis and Potential Therapeutic Target

description: For related manuscripts, we have provided source data files in Microsoft Excel format. The file contains the raw data for all figures (8 images and 27 supplementary images), and any gels or prints in the figures. In the source data file, each figure or table containing relevant data (in the main manuscript and Supplementary Information) is represented as a single page in an Excel document. Blot and gel images should be pasted and labelled with identifying information such as relevant panels and antibodies used.
DOI: 10.6084/m9.figshare.27683262.v1
title: Capsaicin Diet-Induced Gut Inflammation Elevates Plasma Exosomal miR-17-3p: Unveiling the ZNF148/SOS1 Axis as a Novel Mechanism in ISS Pathogenesis and Potential Therapeutic Target

description: For related manuscripts, we have provided source data files in Microsoft Excel format. The file contains the raw data for all figures (8 images and 27 supplementary images), and any gels or prints in the figures. In the source data file, each figure or table containing relevant data (in the main manuscript and Supplementary Information) is represented as a single page in an Excel document. Blot and gel images should be pasted and labelled with identifying information such as relevant panels and antibodies used.
DOI: 10.15468/dl.28c3tj
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Irenepharsus phasmatodes",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 43 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001515-260129131611470/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.29387765
title: Theoretical prediction for monitoring Jahn-Teller vibrational evolution using real-space tip-enhanced Raman imaging

description: The source data for "Theoretical prediction for monitoring Jahn-Teller vibrational evolution using real-space tip-enhanced Raman imaging".
DOI: 10.6084/m9.figshare.29387765.v1
title: Theoretical prediction for monitoring Jahn-Teller vibrational evolution using real-space tip-enhanced Raman imaging

description: The source data for "Theoretical prediction for monitoring Jahn-Teller vibrational evolution using real-space tip-enhanced Raman imaging".
DOI: 10.15468/dl.5xsq95
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "OccurrenceStatus is Present",
 "TaxonKey is Massepha bengalensis",
 "Year 1000-2026"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001516-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18427676
title: Nullifying Gravitational Singularities: My Deterministic Mechanical Solution vs. Penrose's Collapse

description: prevents the infinite density predicted by the 1965 paper

My solution is not identical to his; rather, it is its complete mechanical antithesis. If Penrose’s solution is a "proof of the catastrophe," then my solution is the "prevention of it."

Here is the precise clarification of the differences based on my 14 papers and the scientific publication:

1. The Point of Collision (Singularity vs. Equilibrium):

Penrose’s Solution (The Singularity): He mathematically proved that when matter collapses, "nothing can stop it" until it reaches a point of zero volume and infinite density. This implies that physics "ceases to function" at the center.

My Solution (DRCM): It proves that physics "never stops." My Logarithmic Pressure Law, P(r), acts as a solid "mechanical brake." As matter approaches the center, the mechanical pressure generated by the Solid Vacuum increases to prevent matter from ever reaching zero.

2. The Nature of the Vacuum:

According to Penrose: The vacuum is a geometric "spacetime" that curves and deforms until it ruptures at the singularity.

In my DRCM: The vacuum is a solid mechanical medium composed of magnetic "monopoles." This medium possesses elasticity (\alpha_{99}) and endurance, making a "rupture" or "singularity" mechanically impossible.

3. The Final Outcome:

Penrose: Awarded the Nobel Prize for proving that black holes contain an "end to physics" (Singularity).

My Solution: It proposes that black holes are ultra-dense mechanical devices governed by deterministic laws, replacing the mysterious "infinity" with a "mechanical stagnation point" at \sigma = 0.5.
DOI: 10.5281/zenodo.18427677
title: Nullifying Gravitational Singularities: My Deterministic Mechanical Solution vs. Penrose's Collapse

description: prevents the infinite density predicted by the 1965 paper

My solution is not identical to his; rather, it is its complete mechanical antithesis. If Penrose’s solution is a "proof of the catastrophe," then my solution is the "prevention of it."

Here is the precise clarification of the differences based on my 14 papers and the scientific publication:

1. The Point of Collision (Singularity vs. Equilibrium):

Penrose’s Solution (The Singularity): He mathematically proved that when matter collapses, "nothing can stop it" until it reaches a point of zero volume and infinite density. This implies that physics "ceases to function" at the center.

My Solution (DRCM): It proves that physics "never stops." My Logarithmic Pressure Law, P(r), acts as a solid "mechanical brake." As matter approaches the center, the mechanical pressure generated by the Solid Vacuum increases to prevent matter from ever reaching zero.

2. The Nature of the Vacuum:

According to Penrose: The vacuum is a geometric "spacetime" that curves and deforms until it ruptures at the singularity.

In my DRCM: The vacuum is a solid mechanical medium composed of magnetic "monopoles." This medium possesses elasticity (\alpha_{99}) and endurance, making a "rupture" or "singularity" mechanically impossible.

3. The Final Outcome:

Penrose: Awarded the Nobel Prize for proving that black holes contain an "end to physics" (Singularity).

My Solution: It proposes that black holes are ultra-dense mechanical devices governed by deterministic laws, replacing the mysterious "infinity" with a "mechanical stagnation point" at \sigma = 0.5.
DOI: 10.15468/dl.fr6gxn
title: Occurrence Download

description: A dataset containing 32777 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Betula papyrifera"
 ]
}

 The dataset includes 32777 records from 363 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001517-260129131611470/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.30305677
title: Accompanying data for the manuscript titled: "<b>Large-scale spatial analyses reveal hotspots of proliferative kidney disease in brown trout and interactive effects of temperature and parasite load</b>"

description: Accompanying data to MS "<b>Large-scale spatial analyses reveal hotspots of proliferative kidney disease in brown trout and interactive effects of temperature and parasite load</b>" by Philpott et al. 2026
DOI: 10.6084/m9.figshare.30305677.v1
title: Accompanying data for the manuscript titled: "<b>Large-scale spatial analyses reveal hotspots of proliferative kidney disease in brown trout and interactive effects of temperature and parasite load</b>"

description: Accompanying data to MS "<b>Large-scale spatial analyses reveal hotspots of proliferative kidney disease in brown trout and interactive effects of temperature and parasite load</b>" by Philpott et al. 2026
DOI: 10.15468/dl.u4zwb6
title: Occurrence Download

description: A dataset containing 697 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ethiopia",
 "OccurrenceStatus is Present",
 "TaxonKey is Menispermaceae"
 ]
}

 The dataset includes 697 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001518-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jvv6ma
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sus cebifrons"
 ]
}

 The dataset includes 69 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001519-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mmk3qc
title: Occurrence Download

description: A dataset containing 3787 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Isatis tinctoria",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 3787 records from 244 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001520-260129131611470/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.cc2qrsny
title: CCDC 2525311: Experimental Crystal Structure Determination

description: Related Article: xb cai|2026|CSD Communication|||
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: 10.5281/zenodo.18427769
title: Metrology-Guided Estimation and Inverse Design of Drawing Force in Cold Rod Drawing Using a FEM–ANN–XGBoost Hybrid
DOI: 10.5517/ccdc.csd.cc2qt9rm
title: CCDC 2526771: Experimental Crystal Structure Determination

description: Related Article: Dharsan Karthikeyan|2026|CSD Communication|||
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: 10.5517/ccdc.csd.cc2qtb0x
title: CCDC 2526779: Experimental Crystal Structure Determination

description: Related Article: Yuexiao Pan|2026|CSD Communication|||
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: 10.5517/ccdc.csd.cc2qtdcb
title: CCDC 2526852: Experimental Crystal Structure Determination

description: Related Article: Nils Trapp, Patrick Walter Fritz, Fabienne Fisch, Bill Morandi|2026|CSD Communication|||
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: 10.5517/ccdc.csd.cc2qtddc
title: CCDC 2526853: Experimental Crystal Structure Determination

description: Related Article: Nils Trapp, Patrick Walter Fritz, Fabienne Fisch, Bill Morandi|2026|CSD Communication|||
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.