cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.c3fbev
title: Occurrence Download

description: A dataset containing 1763 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Continent is North America",
 "OccurrenceStatus is Present",
 "TaxonKey is Jatropha curcas L.",
 "Year 1900-2025"
 ]
}

 The dataset includes 1763 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008011-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/nv3rkn24zv.1
title: Nairobi Motorcycle Transit Comparison Dataset: Fuel vs. Electric Vehicle Performance Tracking (2023)

description: This dataset contains GPS tracking data and performance metrics for motorcycle taxis (boda bodas) in Nairobi, Kenya, comparing traditional internal combustion engine (ICE) motorcycles with electric motorcycles. The study was conducted in two phases:

Baseline Phase: 118 ICE motorcycles tracked over 14 days (2023-11-13 to 2023-11-26)
Transition Phase: 108 ICE motorcycles (control) and 9 electric motorcycles (treatment) tracked over 12 days (2023-12-10 to 2023-12-21)

The dataset is organised into two main categories:

Trip Data: Individual trip-level records containing timing, distance, duration, location, and speed metrics
Daily Data: Daily aggregated summaries containing usage metrics, economic data, and energy consumption

This dataset enables comparative analysis of electric vs. ICE motorcycle performance, economic modelling of transportation costs, environmental impact assessment, urban mobility pattern analysis, and energy efficiency studies in emerging markets.

Institutions:

EED Advisory
Clean Air Taskforce
Stellenbosch University
DOI: 10.3886/e221481
title: Ethnic Fragmentation and Electoral Violence

description: State-level events data on political violence collated from ACLED. It covers all 28 Indian states and 8 Union Territories from 2016-2023. <br><br>Ethnic voting index is calculated for each state and UT based on Least-squares index.<br><br>Effective number of parties is calculated based on Laakso and Taagpera index.<br><br><br>It also contains data on other variables like NSDP per capita, Percentage of Urban population, percentage of SC, ST and OBC, percentage of working age population.
DOI: 10.3886/e221481v1
title: Ethnic Fragmentation and Electoral Violence

description: State-level events data on political violence collated from ACLED. It covers all 28 Indian states and 8 Union Territories from 2016-2023. <br><br>Ethnic voting index is calculated for each state and UT based on Least-squares index.<br><br>Effective number of parties is calculated based on Laakso and Taagpera index.<br><br><br>It also contains data on other variables like NSDP per capita, Percentage of Urban population, percentage of SC, ST and OBC, percentage of working age population.
DOI: 10.15468/dl.a8mrcu
title: Occurrence Download

description: A dataset containing 288 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Annual wrack biomass of the northern Portugal sandy beaches"
 ]
}

 The dataset includes 288 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008013-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14989048
title: Code for extreme event analysis
DOI: 10.5281/zenodo.14989049
title: Code for extreme event analysis
DOI: 10.15468/dl.bdafhq
title: Occurrence Download

description: A dataset containing 288 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Annual wrack biomass of the northern Portugal sandy beaches"
 ]
}

 The dataset includes 288 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007926-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t9jhet
title: Occurrence Download

description: A dataset containing 2595 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-94.44766 6.65499,-82.36824 6.65499,-82.36824 11.49101,-94.44766 11.49101,-94.44766 6.65499))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Centris Fabricius, 1804"
 ]
}

 The dataset includes 2595 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007927-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14989005
title: Open-source information accounts covering the war in Ukraine

description: This dataset seeks to answer the question: who are open-source information/investigations/intelligence activists covering the first year of Russia’s war in Ukraine (2022)? The unit of analysis is the individual profile (corresponding to one line in the dataset). This unit of analysis is deconstructed into multiple categories denoted by differing unit types. Categories are created to catalogue variations across a range of dimensions (name, reach, period of activity, type of profile, type of content, type of activity covered, theratic focus, language, stated aims, current and past affiliations, funding model, partnerships, original content).
DOI: 10.5281/zenodo.14989006
title: Open-source information accounts covering the war in Ukraine

description: This dataset seeks to answer the question: who are open-source information/investigations/intelligence activists covering the first year of Russia’s war in Ukraine (2022)? The unit of analysis is the individual profile (corresponding to one line in the dataset). This unit of analysis is deconstructed into multiple categories denoted by differing unit types. Categories are created to catalogue variations across a range of dimensions (name, reach, period of activity, type of profile, type of content, type of activity covered, theratic focus, language, stated aims, current and past affiliations, funding model, partnerships, original content).
DOI: 10.18150/pjsdl4
title: Atomistic analysis of the mechanisms underlying irradiation-hardening in Fe–Ni–Cr alloys

description: The dataset provides molecular dynamics (MD) simulation scripts and results aimed at calibrating dislocation velocity as a function of applied shear stress and finite temperature in Fe-Ni-Cr alloys. The simulations were conducted using the Large-scale Atomic/Molecular Massively Parallel Simulator (LAMMPS).The LAMMPS script is designed to study the behavior of edge dislocations under applied stress and finite temperature conditions. It defines simulation parameters such as temperature, applied stress, and energy conversion factors, imports the initial atomic configuration for an Fe-Ni-Cr alloy, and sets periodic and non-periodic boundary conditions. The simulation begins with energy minimization to obtain the initial dislocation core structure, followed by temperature equilibration using the NVE ensemble with temperature rescaling. Rigid boundary conditions control dislocation movement.A constant force is applied to a rigid body to drive dislocation motion, and the velocity of dislocations is tracked over time. The output includes atomic trajectories before and after minimization, during equilibration, and during shear deformation. The post-processing phase involves visualization of dislocation movement using wrapped and unwrapped atomic configurations and logging of temperature evolution and system properties over the simulation time.The dataset facilitates research on defect-dislocation interactions and serves as a reference for computational studies on the mechanical behavior of irradiated materials. It is intended for use by researchers in computational materials science and nuclear materials engineering and can be utilized for validating dislocation mobility models, comparing different alloy compositions, and extending simulations to various irradiation conditions.
DOI: 10.15468/dl.dqeqe9
title: Occurrence Download

description: A dataset containing 30091 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is BIOWIDE eDNA Fungi dataset"
 ]
}

 The dataset includes 30091 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007928-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14916655
title: Development and Comparative Analysis of Machine Learning Algorithms for Predictive Atmospheric Corrosion Modeling: Extended Data

description: Extended data for the article Development and Comparative Analysis of Machine Learning Algorithms for Predictive Atmospheric Corrosion Modeling.
DOI: 10.15468/dl.fgnnr4
title: Occurrence Download

description: A dataset containing 271 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Macao, Chinese Taipei, Hong Kong)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Saussurea medusa Maxim."
 ]
}

 The dataset includes 271 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008016-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a2mr28
title: Occurrence Download

description: A dataset containing 30091 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is BIOWIDE eDNA Fungi dataset"
 ]
}

 The dataset includes 30091 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008015-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7mfgu7
title: Occurrence Download

description: A dataset containing 34839 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spodoptera exigua (Hübner, 1808)"
 ]
}

 The dataset includes 34839 records from 325 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008017-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cb6nnm
title: Occurrence Download

description: A dataset containing 60447 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Belgium",
 "TaxonKey is Anguilla anguilla (Linnaeus, 1758)"
 ]
}

 The dataset includes 60447 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007925-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14877638
title: "Refined Location of Planet Nine Based on Gravitational Perturbations"

description: This dataset provides a refined prediction for the location of Planet Nine, including its sky position, orbital parameters, and best observational strategies. The data were generated based on gravitational perturbation analysis and orbital modeling, making them valuable for future astronomical investigations.




Parameter
Value
Unit







Right Ascension (RA)
4h12m30s ± 10s
Hours







Declination (Dec)
-17°45' ± 30'
Degrees







Constellation
Cetus
-







Distance from the Sun
567 ± 25
AU







Orbital Period
16,452 ± 320
Years







Eccentricity
0.735 ± 0.02
-







Estimated Mass
7.5 ± 1.1
Earth Masses







Apparent Magnitude
23.1 - 24.3
-







Best Observation Strategy
JWST, LSST, Subaru
-




 

Este trabalho foi desenvolvido com o objetivo de contribuir para o avanço do conhecimento científico, garantindo que suas descobertas sejam acessíveis para a humanidade, sem exploração comercial indevida.

This research was developed with the aim of contributing to the advancement of knowledge and to the development of innovative therapies that can benefit humanity.



The author expresses the wish that the results of this research be used for the common good, and not for purposes of commercial exploitation or for the obtaining of patents that restrict access to treatments and technologies.

The author encourages collaboration and the open sharing of information to accelerate scientific progress and to ensure that discoveries are accessible to all who need them.

The author believes that scientific knowledge should be a heritage of humanity and that the search for cures and advancements is a cause that transcends individual or commercial interests.


Link para a Licença Completa:

Creative Commons Attribution Non Commercial No Derivatives 4.0 International
DOI: 10.5281/zenodo.14877639
title: "Refined Location of Planet Nine Based on Gravitational Perturbations"

description: This dataset provides a refined prediction for the location of Planet Nine, including its sky position, orbital parameters, and best observational strategies. The data were generated based on gravitational perturbation analysis and orbital modeling, making them valuable for future astronomical investigations.




Parameter
Value
Unit







Right Ascension (RA)
4h12m30s ± 10s
Hours







Declination (Dec)
-17°45' ± 30'
Degrees







Constellation
Cetus
-







Distance from the Sun
567 ± 25
AU







Orbital Period
16,452 ± 320
Years







Eccentricity
0.735 ± 0.02
-







Estimated Mass
7.5 ± 1.1
Earth Masses







Apparent Magnitude
23.1 - 24.3
-







Best Observation Strategy
JWST, LSST, Subaru
-




 

Este trabalho foi desenvolvido com o objetivo de contribuir para o avanço do conhecimento científico, garantindo que suas descobertas sejam acessíveis para a humanidade, sem exploração comercial indevida.

This research was developed with the aim of contributing to the advancement of knowledge and to the development of innovative therapies that can benefit humanity.



The author expresses the wish that the results of this research be used for the common good, and not for purposes of commercial exploitation or for the obtaining of patents that restrict access to treatments and technologies.

The author encourages collaboration and the open sharing of information to accelerate scientific progress and to ensure that discoveries are accessible to all who need them.

The author believes that scientific knowledge should be a heritage of humanity and that the search for cures and advancements is a cause that transcends individual or commercial interests.


Link para a Licença Completa:

Creative Commons Attribution Non Commercial No Derivatives 4.0 International
DOI: 10.15468/dl.2y22av
title: Occurrence Download

description: A dataset containing 195094 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fallopia convolvulus (L.) Á.Löve)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 195094 records from 1397 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008010-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uiotef
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pinus uncinata Ramond ex DC.",
 "Geometry POLYGON((-19 32,-19 47,9 47,9 32,-19 32))",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Observation"
 ]
}

 The dataset includes 19 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002121-150422101436696/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-38691
title: Card files (closed). A-L claims (GX 16283 - GX 16696), 1989

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1989. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.drw6ud
title: Occurrence Download

description: A dataset containing 293 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is West Virginia Wesleyan College Katharine B. Gregg Orchid Pollinator Collection"
 ]
}

 The dataset includes 293 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048938-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-38608
title: Card files (closed). A-L claims (GX 16283 - GX 16696), 1989

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1989. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.9akx2w
title: Occurrence Download

description: A dataset containing 3851 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symplocos Jacq.",
 "Country is Brazil"
 ]
}

 The dataset includes 3851 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002121-150512124619364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2vxfwg
title: Occurrence Download

description: A dataset containing 179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Marmosa xerophila Handley & Gordon, 1979"
 ]
}

 The dataset includes 179 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008898-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11109985
title: DMM fits for SI figure 2

description: Input file to replicate construction of supplemental figure 2. Results of a DMM fit to a 16S microbiome collection derived from pulmonary sputum samples collected by pwCF.
DOI: 10.25549/independent-c69-32524
title: Claims (1983-1991), 1991-06-04

description: Detailed reports - claims filed against LAPD - name, date filed, year, amount paid, nature of case (1983 May 13 - 1991 April 15), 1991 June 4. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.fl3fsj
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Limonium thiniense Erben",
 "Country is Spain"
 ]
}

 The dataset includes 94 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002121-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-32577
title: Claims (1983-1991), 1991-06-04

description: Detailed reports - claims filed against LAPD - name, date filed, year, amount paid, nature of case (1983 May 13 - 1991 April 15), 1991 June 4. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.p8u82b
title: Occurrence Download

description: A dataset containing 5271 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Catalpa speciosa (Warder ex Barney) Warder ex Engelm."
 ]
}

 The dataset includes 5271 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008902-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-38012
title: Claims (GX 17033 - GX 17639), 1990

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1990. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.y2ldnm
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hieronyma Baill., 1858",
 "Geometry POLYGON((-72.811889 7.406047,-73.020629 7.433283,-73.251342 7.395152,-73.635864 7.395152,-73.888549 7.362466,-74.080810 7.199000,-74.256591 6.991859,-74.393920 6.893707,-74.338989 6.413566,-74.135742 6.195168,-73.921508 6.096859,-73.657836 6.020385,-73.410644 6.031310,-73.097534 6.047698,-72.866821 6.042236,-72.614135 6.462692,-72.652587 6.724620,-72.636108 6.959144,-72.647094 7.166300,-72.811889 7.406047))",
 "Elevation 1300.0-2600.0m"
 ]
}

 The dataset includes 17 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002121-150831095807960/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.