cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5284/1127236
title: Data from a Route Wide Parish Boundary Trial Trenching Evaluation at Sheephouse Wood, Buckinghamshire, 2021 (HS2 Phase One)

description: This collection comprises image and spreadsheet data from work at Sheephouse Wood, Buckinghamshire during the wider Route Wide Parish Boundary Evaluation project. The work was undertaken by Headland Archaeology (UK) Ltd in 2021.
DOI: 10.5281/zenodo.14981723
title: Incorporating anionic ligands in chemical space exploration with new ligand additivity relationships

description: Properties:energies_and_properties.xlsx: Excel file containing total energies, frontier orbital energies, and spin splitting energies of several datasets of transition metal complexes. The ligand key for each hash defining a ligand is also provided in this file.enumerate_2Dhistograms-anions.ipynb: This python notebook implements the equations described in the main text and SI to interpolate energetics of transition metal complexes based on individual properties from the MS subset.

XYZ files:All remaining folders contain the initial molSimplify-generated structures in "init" and the final B3LYP/LACVP* optimized structures in "fin"All-CO-Cl, All-H2O-Cl: contain all 3d, 4d, and 5d M(II) metals with H2O/Cl or CO/Cl ligands39-MS-Fe, 39-MS-Zn: contain Fe(II) or Zn(II) in combination with CO, NH3, or H2O neutral ligands and 13 anion ligands in MS complexes27-Target-fe: the 27 selected target complexes for further analysis based on interpolation
DOI: 10.5281/zenodo.14981724
title: Incorporating anionic ligands in chemical space exploration with new ligand additivity relationships

description: Properties:energies_and_properties.xlsx: Excel file containing total energies, frontier orbital energies, and spin splitting energies of several datasets of transition metal complexes. The ligand key for each hash defining a ligand is also provided in this file.enumerate_2Dhistograms-anions.ipynb: This python notebook implements the equations described in the main text and SI to interpolate energetics of transition metal complexes based on individual properties from the MS subset.

XYZ files:All remaining folders contain the initial molSimplify-generated structures in "init" and the final B3LYP/LACVP* optimized structures in "fin"All-CO-Cl, All-H2O-Cl: contain all 3d, 4d, and 5d M(II) metals with H2O/Cl or CO/Cl ligands39-MS-Fe, 39-MS-Zn: contain Fe(II) or Zn(II) in combination with CO, NH3, or H2O neutral ligands and 13 anion ligands in MS complexes27-Target-fe: the 27 selected target complexes for further analysis based on interpolation
DOI: 10.60893/figshare.apl.28451864
title: Supplementary materials

description: Supplementary materials
DOI: 10.60893/figshare.apl.28451864.v1
title: Supplementary materials

description: Supplementary materials
DOI: 10.15468/dl.9fr7ga
title: Occurrence Download

description: A dataset containing 114844 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Occurrence evidence)",
 "Country is China",
 "GadmGid is CHN.28_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 1950-2025"
 ]
}

 The dataset includes 114844 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006972-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.srrfhq
title: Occurrence Download

description: A dataset containing 20673 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "OccurrenceStatus is Present",
 "TaxonKey is Alytes obstetricans (Laurenti, 1768)",
 "Year 2015-2025"
 ]
}

 The dataset includes 20673 records from 913 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006977-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.73nxyt
title: Occurrence Download

description: A dataset containing 368539 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "TaxonKey is Falco tinnunculus Linnaeus, 1758",
 "Year 2015-2025"
 ]
}

 The dataset includes 368539 records from 4107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006998-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr03727.v1
title: Continuity and Change in American National Elections, 1952-1996: [Instructional Materials]
title: Version 1

description: These instructional materials were prepared for use with
AMERICAN NATIONAL ELECTION STUDIES CUMULATIVE DATA FILE, 1948-2000
(ICPSR 8475), compiled by Virginia Sapiro, Steven J. Rosenstone, and the
National Election Studies. The data file (a Stata data file) and
accompanying documentation are provided to assist educators in
instructing students in continuity and change over time in the major
determinants of American national elections. An instructors' handout
has also been included, containing the following sections, among others:
(1) an overview of the instructional module and an introduction to the
use of Stata, (2) a discussion of, and exercises on, the influences of
party identification on political behavior, including the sources of
partisan identification, partisan change over time, and partisanship and
voting, (3) a discussion of, and exercises on, the social
characteristics of the American electorate, including major social
groupings in the American electorate, who really votes, and the social
composition of the political parties, (4) a discussion of, and exercises
on, the influence of social and economic factors on political behavior,
including who votes, the question of class bias in American politics,
and the economic determinants of the vote, and (5) a bibliography of
related readings. The dataset is a collection of certain common
variables for selected federal elections between 1952 to 1996 taken from
the National Election Study Cumulative file. Variables in the dataset
include race, gender, religion, education level, other demographic
information, economic status indicators, media exposure, political
ideology, political behavior, attitudes toward salient public policies,
and partisan identification.
description: See sampling information from the individual studies in the AMERICAN 
NATIONAL ELECTION STUDIES series (1948-2000).
description: Datasets: 
DS1: Continuity and Change in American National Elections, 1952-1996: [Instructional Materials]
description: Cases from the AMERICAN NATIONAL ELECTION STUDIES series.
description: This collection was archived by ICPSR to promote the use of social science data in undergraduate and graduate education through the sharing of faculty-submitted ICPSR data-based instructional materials developed for use in the classroom.These materials are based on AMERICAN NATIONAL ELECTION STUDIES CUMULATIVE DATA FILE, 1948-2000 (ICPSR 8475).The data are provided as a Stata data file.The codebook and handout are provided by ICPSR as MS Word and Portable
Document Format (PDF) files. The PDF file format was developed by Adobe
Systems Incorporated and can be accessed using PDF reader software,
such as the Adobe Acrobat Reader. Information on how to obtain a copy
of the Acrobat Reader is provided on the ICPSR Web site.
DOI: 10.3886/icpsr03727
title: Continuity and Change in American National Elections, 1952-1996: [Instructional Materials]
title: Archival Version

description: These instructional materials were prepared for use with
AMERICAN NATIONAL ELECTION STUDIES CUMULATIVE DATA FILE, 1948-2000
(ICPSR 8475), compiled by Virginia Sapiro, Steven J. Rosenstone, and the
National Election Studies. The data file (a Stata data file) and
accompanying documentation are provided to assist educators in
instructing students in continuity and change over time in the major
determinants of American national elections. An instructors' handout
has also been included, containing the following sections, among others:
(1) an overview of the instructional module and an introduction to the
use of Stata, (2) a discussion of, and exercises on, the influences of
party identification on political behavior, including the sources of
partisan identification, partisan change over time, and partisanship and
voting, (3) a discussion of, and exercises on, the social
characteristics of the American electorate, including major social
groupings in the American electorate, who really votes, and the social
composition of the political parties, (4) a discussion of, and exercises
on, the influence of social and economic factors on political behavior,
including who votes, the question of class bias in American politics,
and the economic determinants of the vote, and (5) a bibliography of
related readings. The dataset is a collection of certain common
variables for selected federal elections between 1952 to 1996 taken from
the National Election Study Cumulative file. Variables in the dataset
include race, gender, religion, education level, other demographic
information, economic status indicators, media exposure, political
ideology, political behavior, attitudes toward salient public policies,
and partisan identification.
description: See sampling information from the individual studies in the AMERICAN 
NATIONAL ELECTION STUDIES series (1948-2000).
description: Datasets: 
DS1: Continuity and Change in American National Elections, 1952-1996: [Instructional Materials]
description: Cases from the AMERICAN NATIONAL ELECTION STUDIES series.
description: This collection was archived by ICPSR to promote the use of social science data in undergraduate and graduate education through the sharing of faculty-submitted ICPSR data-based instructional materials developed for use in the classroom.These materials are based on AMERICAN NATIONAL ELECTION STUDIES CUMULATIVE DATA FILE, 1948-2000 (ICPSR 8475).The data are provided as a Stata data file.The codebook and handout are provided by ICPSR as MS Word and Portable
Document Format (PDF) files. The PDF file format was developed by Adobe
Systems Incorporated and can be accessed using PDF reader software,
such as the Adobe Acrobat Reader. Information on how to obtain a copy
of the Acrobat Reader is provided on the ICPSR Web site.
DOI: 10.17028/rd.lboro.29414264
title: Supplementary information files for "Smart citizens enabling resilient neighbourhoods (SCERN): Participatory mapping platform for resilience planning at a neighbourhood scale"

description: Supplementary files for article "Smart citizens enabling resilient neighbourhoods (SCERN): Participatory mapping platform for resilience planning at a neighbourhood scale"<br><br>Urban communities face a range of stressors, including crime, pollution, and infrastructure challenges, which disproportionately affect marginalized populations. Resilience planning can help address these issues, but existing tools often lack meaningful community involvement. This paper introduces the Smart Citizens Enabling Resilient Neighbourhoods (SCERN) participatory mapping tool, a geo-questionnaire-based mobile GIS application designed to engage community members in resilience planning. SCERN facilitates data collection on local stressors and support systems through demographic profiling and spatial mapping, allowing for a nuanced understanding of place-based experiences. This tool was pilot tested at Wilfrid Laurier University in Waterloo Canada, with 33 participants in two groups submitting 113 place reports. Analysis of these reports identified key locations associated with spatial patterns of resilience as well as locations for targeted interventions. Using the tool in combination with a broader resilience planning framework ensures that community members are central to both data collection and planning processes. Furthermore, SCERN's adaptability renders it a valuable resource for urban planners, researchers, and community organizations. By fostering community participation, this tool provides a scalable and customizable approach to resilience planning that prioritizes equity and inclusion.<br><br>© The Author(s), CC BY-NC-ND 4.0
DOI: 10.17028/rd.lboro.29414264.v1
title: Supplementary information files for "Smart citizens enabling resilient neighbourhoods (SCERN): Participatory mapping platform for resilience planning at a neighbourhood scale"

description: Supplementary files for article "Smart citizens enabling resilient neighbourhoods (SCERN): Participatory mapping platform for resilience planning at a neighbourhood scale"<br><br>Urban communities face a range of stressors, including crime, pollution, and infrastructure challenges, which disproportionately affect marginalized populations. Resilience planning can help address these issues, but existing tools often lack meaningful community involvement. This paper introduces the Smart Citizens Enabling Resilient Neighbourhoods (SCERN) participatory mapping tool, a geo-questionnaire-based mobile GIS application designed to engage community members in resilience planning. SCERN facilitates data collection on local stressors and support systems through demographic profiling and spatial mapping, allowing for a nuanced understanding of place-based experiences. This tool was pilot tested at Wilfrid Laurier University in Waterloo Canada, with 33 participants in two groups submitting 113 place reports. Analysis of these reports identified key locations associated with spatial patterns of resilience as well as locations for targeted interventions. Using the tool in combination with a broader resilience planning framework ensures that community members are central to both data collection and planning processes. Furthermore, SCERN's adaptability renders it a valuable resource for urban planners, researchers, and community organizations. By fostering community participation, this tool provides a scalable and customizable approach to resilience planning that prioritizes equity and inclusion.<br><br>© The Author(s), CC BY-NC-ND 4.0
DOI: 10.6084/m9.figshare.28750988
title: iFAD∞ and other flow direction algorithms with test data

description: The Java codes for all the drainage direction algorithms used in the study entitled “A New Multiple Flow Direction Algorithm for Determining Limited Dispersive Domain Based on Flow Aggregation Technique” are provided as an Eclipse Java project. Additionally, the test data and the output of iFAD∞ are also included for further experimentation and validation of the algorithms discussed in this study.<br><b>Pengfei Wu: </b>Work phone: +86 18351936707; E-mail: wpf@hhu.edu.cn<b>Jintao Liu: </b>Work phone: +86 13327836738; E-mail: jtliu@hhu.edu.cn
DOI: 10.15468/dl.ufaepu
title: Occurrence Download

description: A dataset containing 42408 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (CAN.11_1, CAN.9_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Thamnophis saurita septentrionalis Rossman, 1963, Storeria dekayi (Holbrook, 1839), Sternotherus odoratus (Latreille, 1802), Opheodrys vernalis (Harlan, 1827), Nerodia sipedon sipedon, Lampropeltis triangulum (Lacépède, 1789), Graptemys geographica (Lesueur, 1817), Glyptemys insculpta (Le Conte, 1830), Emys blandingii (Holbrook, 1838), Diadophis punctatus edwardsii (Merrem, 1820), Clemmys guttata (Schneider, 1792), Chelydra serpentina (Linnaeus, 1758), Apalone spinifera (Lesueur, 1827), Salvelinus alpinus (Linnaeus, 1758), Salvelinus alpinus oquassa (Girard, 1854), Percina copelandi (Jordan, 1877), Noturus insignis (Richardson, 1836), Noturus flavus Rafinesque, 1818, Notropis rubellus (Agassiz, 1850), Notropis bifrenatus (Cope, 1867), Myoxocephalus thompsonii (Girard, 1851), Moxostoma hubbsi Legendre, 1952, Moxostoma carinatum (Cope, 1870), Lepomis peltastes Cope, 1870, Ichthyomyzon fossor Reighard & Cummins, 1916, Hybognathus hankinsoni Hubbs, 1929, Esox niger Lesueur, 1818, Esox americanus vermiculatus Lesueur, 1846, Esox americanus Gmelin, 1789, Anguilla rostrata (Lesueur, 1817), Ammocrypta pellucida (Putnam, 1863), Ameiurus natalis (Lesueur, 1819), Alosa sapidissima (Wilson, 1811))",
 "Year 1975-2025"
 ]
}

 The dataset includes 42408 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010939-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hjqbnd
title: Occurrence Download

description: A dataset containing 14615 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Danaus plexippus (Linnaeus, 1758)",
 "Year 2023-2023"
 ]
}

 The dataset includes 14615 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008082-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-33186
title: Claims (GX 13106 - GX 13463), 1987

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1987. 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.2s9b52
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium ponticum Miscz. ex Grossh."
 ]
}

 The dataset includes 61 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026401-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j274tw
title: Occurrence Download

description: A dataset containing 231 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dendrocopos leucotos (Bechstein, 1802)",
 "BasisOfRecord is Specimen",
 "Country is one of (Russian Federation)",
 "DecimalLatitude is greater than 43"
 ]
}

 The dataset includes 231 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051157-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aqhhrm
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dendrocopos leucotos (Bechstein, 1802)",
 "BasisOfRecord is Specimen",
 "Country is one of (China)",
 "DecimalLatitude is greater than 33.3"
 ]
}

 The dataset includes 14 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051160-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b67rqv
title: Occurrence Download

description: A dataset containing 26800 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Avicennia marina (Forssk.) Vierh."
 ]
}

 The dataset includes 26800 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053486-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ffgq5k
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((69.37031999999999 65.07073733333334, 69.37031999999999 82.15736799999999, 35.32496433333334 82.15736799999999, 35.32496433333334 65.07073733333334, 69.37031999999999 65.07073733333334))",
 "EventDate is 2011-12-01,2011-12-31"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054490-231002084531237/datasets/export for details.
DOI: 10.25549/independent-c69-33054
title: Claims (GX 13106 - GX 13463), 1987

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1987. 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.g364us
title: Occurrence Download

description: A dataset containing 154 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helianthemum pergamaceum Pomel"
 ]
}

 The dataset includes 154 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006607-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v1bvz0
title: Occurrence Download

description: A dataset containing 409 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is CAS Herpetology (HERP)",
 "TaxonKey is Hemidactylus platyurus (Schneider, 1797)"
 ]
}

 The dataset includes 409 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002328-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ecmjt
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scaphispatha Brongn. ex Schott"
 ]
}

 The dataset includes 112 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032934-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2eebaz
title: Occurrence Download

description: A dataset listing the 3566 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is EMOSE (2017) Inter-Comparison of Marine Plankton Metagenome Analysis Methods"
 ]
}

 The dataset's 3566 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011672-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.