cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17866/rd.salford.3409171
title: Evidence of educational use ranking and evidence for research sites within Manchester and Salford

description: This file contains the Evidence of Educational Use ranking for the 49 research sites and the supporting evidence.  The ranking criteria is as follows: 0 = no evidence; 1 = evidence of past educational activities; 2 = evidence of on-going educational activities.
DOI: 10.17866/rd.salford.3409171.v1
title: Evidence of educational use ranking and evidence for research sites within Manchester and Salford

description: This file contains the Evidence of Educational Use ranking for the 49 research sites and the supporting evidence.  The ranking criteria is as follows: 0 = no evidence; 1 = evidence of past educational activities; 2 = evidence of on-going educational activities.
DOI: 10.15468/dl.623n5n
title: Occurrence Download

description: A dataset containing 1393 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thunbergia alata",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1393 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020428-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16754192
title: Supplemental File: Numerical Evidence for Ising Universality in the Dynergic Lattice Model

description: This repository contains the source code, data, and results for a numerical study of the Dynergic lattice model. This model is a minimal Ising-like system designed to test the foundational axioms of the Dynergic framework and derive its single free parameter, χ, from first principles.The materials herein provide a complete analysis of the model's phase transition in both two and three spatial dimensions.* 2D Precision Test: High-precision 2D simulations establish a critical point at χ_c ≈ 0.0294 and confirm the model's membership in the 2D Ising universality class via data collapse.* 3D Universality Test: 3D simulations confirm the model's robustness, locating a new critical point at χ_c ≈ 0.0579 and demonstrating a successful data collapse with the expected 3D Ising exponents.* Visualizations: The archive includes 3D visualizations of the lattice in its ordered, critical, and disordered (Relational Coherence Deficit) phases.To ensure full transparency and reproducibility, this archive includes the complete Python source code used to perform the simulations and generate the figures, as well as the raw numerical data output.>Together, these materials provide the foundational, ab initio validation for the value of the Dynergic constant χ used across a series of papers on dark matter, dark energy, quantum gravity, and quantum measurement.
DOI: 10.15468/dl.ytzvta
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thunbergia alata",
 "Country is Barbados",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020429-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rmcv58
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cynodonichthys fuscolineatus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020430-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16754211
title: String Solutions in Topological Phase Transitions: Geometric Approach to Confinement and Mass Spectrum

description: We present a geometric mechanism for string emergence from topological phase transitions inquantum chromodynamics. Unlike fundamental string theories, our model derives relativistic stringsdynamically through sphere-torus (S2 ⇌ T 2) transitions. Key results include:

(1) Confinement as topological closure (π1(T 2)̸ = 0), (2) Tachyon-free mass spectrum(3) Minimal length Lmin = 2π√α′ ≈ 1.3 fm.

Quantum simulations show 92% fidelity for J/ψ stringimplementation. The framework naturally incorporates gravity when ⟨K⟩ = 0.
DOI: 10.5281/zenodo.16754212
title: String Solutions in Topological Phase Transitions: Geometric Approach to Confinement and Mass Spectrum

description: We present a geometric mechanism for string emergence from topological phase transitions inquantum chromodynamics. Unlike fundamental string theories, our model derives relativistic stringsdynamically through sphere-torus (S2 ⇌ T 2) transitions. Key results include:

(1) Confinement as topological closure (π1(T 2)̸ = 0), (2) Tachyon-free mass spectrum(3) Minimal length Lmin = 2π√α′ ≈ 1.3 fm.

Quantum simulations show 92% fidelity for J/ψ stringimplementation. The framework naturally incorporates gravity when ⟨K⟩ = 0.
DOI: 10.15468/dl.vhkf78
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Colobus vellerosus)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020431-250802193616735/datasets/export for details.
DOI: 10.15468/dl.mvd3yt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Colobus vellerosus)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020432-250802193616735/datasets/export for details.
DOI: 10.15468/dl.szvve7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Colobus vellerosus)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020433-250802193616735/datasets/export for details.
DOI: 10.5065/wd5e-3s96
title: ICARUS Chamber Experiment: Hildebrandt Ruiz Lab_20150703_ISOPRENE_Chlorine radical_Ammonium sulfate_C3_continuous Cl injection_neutral seed

description: Goals: To calculate SOA yield from Cl-initiated photooxidation of isoprene at a VOC:Cl2 ratio of 0.89, and using neutral seed. Cl was continuously injected throughout the lights-on period with the total injected concentration reaching 270 ppb.Summary: Neutral seed was injected with an initial seed surface area of 770 um2/cm3, followed by a Cl2 injection out of a gas cylinder, and the isoprene injection using a heated glass bulb. Temperature was kept at 25C for the whole duration of the experiment, while RH was kept at less than 10%.Organization: Hildebrandt Ruiz Lab Lab Affiliation: University of Texas at Austin, Austin, TX, USA Chamber: LHR ChamberExperiment Category: Gas phase chemical reaction, Volatility and partitioning, Aerosol formation Oxidant: Chlorine radical Reactants: ISOPRENE Reaction Type: Photooxidation Temperature: 25 Seed Name: Ammonium sulfate
DOI: 10.5517/ccdc.csd.cc255fwp
title: CCDC 2001232: Experimental Crystal Structure Determination

description: Related Article: Sergio Gonell, Eric A. Assaf, Kyle D. Duffee, Cynthia K. Schauer, Alexander J. M. Miller|2020|J.Am.Chem.Soc.|142|8980|doi:10.1021/jacs.0c02912
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.fbsggh
title: Occurrence Download

description: A dataset containing 49182062 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Netherlands",
 "DatasetKey is Observation.org, Nature data from around the World",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2005-2025"
 ]
}

 The dataset includes 49182062 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020391-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wqykhs
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-9.61649 36.66081,-6.5831 36.66081,-6.5831 42.18958,-9.61649 42.18958,-9.87884 38.74607,-9.61649 36.66081))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cynoscion regalis"
 ]
}

 The dataset includes 73 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020435-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5065/yr9k-5v88
title: ICARUS Chamber Experiment: Ng Research Group_20150128_a-Pinene_Ozone_Ammonium sulfate

description: Goals: To characterize vapor wall lossSummary: Vapor wall loss characterization based on the case study of a-pinene ozonolysis with different seed concentrationOrganization: Ng Research Group Lab Affiliation: Georgia Institute of Technology Chamber: Georgia Tech Environmental Chamber (Far)Experiment Category: Aerosol formation, Instrument/Chamber characterization Oxidant: Ozone Reactants: a-Pinene Reaction Type: Dark oxidation Relative Humidity: 5 Temperature: 25 Seed Name: Ammonium sulfate
DOI: 10.15468/dl.cqrt2v
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Paraguay",
 "TaxonKey is Xenodon merremii"
 ]
}

 The dataset includes 94 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020434-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8bne9x
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020436-250802193616735/datasets/export for details.
DOI: 10.5065/9gyc-px57
title: ICARUS Chamber Experiment: Ng Research Group_20220724_alpha-Pinene/Limonene_Nitrate radical_Ammonium sulfate_MIX-2

description: Goals: To evaluate whether or not the formation and properties of secondary organic aerosol (SOA) formed via simultaneous oxidation of a-pinene and limonene can be described as linear combinations of pure a-pinene and limonene systems. Repeat experiment.Summary: 2 uL of liquid a-pinene and 0.4 uL of liquid limonene were injected, followed by the injection of 140 ppb of N2O5 (source of nitrate radical) at a rate of 11.3 ppb / minute.Organization: Ng Research Group Lab Affiliation: Georgia Institute of Technology Chamber: Georgia Tech Environmental Chamber (Far)Experiment Category: Gas phase chemical reaction, Condensed-phase chemical reaction, Volatility and partitioning, Aerosol formation Oxidant: Nitrate radical Reactants: alpha-Pinene, Limonene Reaction Type: Dark oxidation, Oligomerization Relative Humidity: 0-2 Temperature: 5 Seed Name: Ammonium sulfate
DOI: 10.7910/dvn/xtejre
title: Boston 911 Calls

description: This data comes from a database curated by BARI based on records generated by the City of Boston's 911, or CAD, (i.e., computer-aided dispatch) system. BARI releases annual measures for census geographies describing the types of cases occurring in each, particularly including a set of ecometrics (i.e., neighborhood characteristics) that have been developed to measure crime, social disorder, and medical emergencies across Boston's communities. The database includes files of two types: Call Type Files, which include call-type frequencies and descriptions, and Ecometrics Files, which include ecometric indices aggregated to various spatiotemporal scales.
DOI: 10.15468/dl.ye7jhz
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020437-250802193616735/datasets/export for details.
DOI: 10.15468/dl.ntkru4
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thunbergia alata",
 "Country is Burundi",
 "HasCoordinate is true"
 ]
}

 The dataset includes 24 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020438-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ags6qy
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thunbergia alata",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 28 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020439-250802193616735/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.29677372
title: Formation and evaluation of docetaxel and triptolide polymer micelles for anti-cancer activity

description: To develop docetaxel (DTX) and triptolide (TPL) polymer micelles (DTX/TPL-PMs) with synergistic anti-cancer effect and to evaluate their anti-cancer activity. DTX/TPL-PMs were prepared by thin-film hydration. The drug loading (DL%), encapsulation efficiency (EE%), and cumulative release rate (CR%) were determined using HPLC. The anti-cancer activity was assessed using CCK-8, inverted microscopy, and laser scanning confocal microscope (LSCM). DTX/TPL-PMs exhibited the average particle size of 178.58 ± 1.66 nm with a polydispersity index (PDI) of 0.102 ± 0.018 and a zeta potential of 1.19 ± 0.12 mV. These micelles showed a high EE% (89.43%) and a DL% (5.21%). In vitro release studies of DTX/TPL-PMs revealed that the loaded drug exhibited a slow-release phase in physiological fluids and a rapid-release phase under acidic conditions. Compared with the free DTX/TPL drugs, DTX/TPL-PMs were more readily taken up by cancer cells. The cytotoxicity of DTX/TPL-PMs was significantly higher than that of the free drugs, which showed stronger growth inhibitory effects and higher apoptosis rates in cancer cells. The research results demonstrate that DTX/TPL-PMs enhance the therapeutic efficacy against malignancies, while reducing adverse effects. It holds potential as an effective nanotherapeutic for combination chemotherapy and represents a promising clinical strategy.
DOI: 10.6084/m9.figshare.29677372.v1
title: Formation and evaluation of docetaxel and triptolide polymer micelles for anti-cancer activity

description: To develop docetaxel (DTX) and triptolide (TPL) polymer micelles (DTX/TPL-PMs) with synergistic anti-cancer effect and to evaluate their anti-cancer activity. DTX/TPL-PMs were prepared by thin-film hydration. The drug loading (DL%), encapsulation efficiency (EE%), and cumulative release rate (CR%) were determined using HPLC. The anti-cancer activity was assessed using CCK-8, inverted microscopy, and laser scanning confocal microscope (LSCM). DTX/TPL-PMs exhibited the average particle size of 178.58 ± 1.66 nm with a polydispersity index (PDI) of 0.102 ± 0.018 and a zeta potential of 1.19 ± 0.12 mV. These micelles showed a high EE% (89.43%) and a DL% (5.21%). In vitro release studies of DTX/TPL-PMs revealed that the loaded drug exhibited a slow-release phase in physiological fluids and a rapid-release phase under acidic conditions. Compared with the free DTX/TPL drugs, DTX/TPL-PMs were more readily taken up by cancer cells. The cytotoxicity of DTX/TPL-PMs was significantly higher than that of the free drugs, which showed stronger growth inhibitory effects and higher apoptosis rates in cancer cells. The research results demonstrate that DTX/TPL-PMs enhance the therapeutic efficacy against malignancies, while reducing adverse effects. It holds potential as an effective nanotherapeutic for combination chemotherapy and represents a promising clinical strategy.
DOI: 10.5065/zgv4-9136
title: ICARUS Chamber Experiment: NCAR_20170711_nitric oxide/hydrogen peroxide_Hydroxyl radical_No Seed_CSTR_blank_170711

description: Goals: Probing the steady state NO and O3 concentration that could be reached by varying the concentrations of reactants H2O2 and NO in the photooxidation experimentSummary: First, a given amount of H2O2 and NO is continuously injected into the chamber till the steady state is established. Second, the UV lights are on to initiate photochemistry till another steady state is established.Organization: NCAR Lab Affiliation: NCAR ACOM Boulder CO USA Chamber: NCAR 3rd Floor TeflonExperiment Category: Gas phase chemical reaction, Blank/Control Oxidant: Hydroxyl radical Reactants: nitric oxide, hydrogen peroxide Reaction Type: Photooxidation Relative Humidity: 10 Temperature: 35 Pressure: 0.8 atm
DOI: 10.15468/dl.26ty62
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tylochromis regani)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020440-250802193616735/datasets/export for details.
DOI: 10.5281/zenodo.16753980
title: CESNET-CC25: Dataset for detection of C&C communication of botnets in the periodic behavior features from multiflow time series format

description: We introduce a novel dataset, CESNET-CC25, specifically designed to capture up-to-date botnet C&C traffic patterns to address these shortcomings. This dataset provides a richer and more representative collection of contemporary threats, enabling more reliable evaluation of detection methods against modern botnet behaviors, including decentralized architectures and encrypted communications.

 

The IP addresses of benign traffic from the CESNET network were anonymized.

 

The PCAP of botnet communication are available here: https://zenodo.org/records/16752462 

The IP flow format of the dataset is available here: https://zenodo.org/uploads/16753890

 

Directory Structure

- benign - contains extracted benign periodic features of multiflows time series- botnet - contains extracted botnet periodic features of multiflows time series

- <botnet|benign>/<sample_folder>/<aggregation_interval>/ - this represents directory structure

Botnet directory metadata

+----------------------+| Folder     | Family  ||------------|---------|| 1-u4       | Gafgyt  || 2-u5       | Mirai   || 3-u6       | Mirai   || 4-u7       | Mirai   || 5-u8       | Mirai   || 6-u8_2     | Kaiji   || 7-u6_3     | Mirai   || 8-u8_3     | Mirai   || 9-u0_0     | Miori   || 10-u5_4    | Hailbot || 11-u6_4    | Gafgyt  || 12-u7_4    | Mirai   || 13-u8_4    | Hailbot || 14-u9      | Hailbot || 15-u10     | Mirai   || 16-u11     | Gafgyt  || 17-u10_3   | Hailbot || 18-u11_2   | Mirai   || 19-u11_3   | Mirai   || 20-u9_4    | Gafgyt  || 21-u10_4   | Mirai   || 22-u11_5   | Gafgyt  || 23-u12_5   | Gafgyt  || 24-u12_6   | Mirai   || 25-u9_7    | Xorbot  || 26-u10_7   | Gafgyt  || 27-u12_7   | Hailbot || 28-u9_8    | Gafgyt  || 29-u10_8   | Mirai   || 30-u11_8   | Gafgyt  || 31-u9_9    | Gafgyt  || 32-u12_9   | Mirai   |+----------------------+

combined - directory that contains all separated botnets together