cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17182/hepdata.168229.v1/t15
title: "Figure 10c" of "Search for ttbar resonances in final states with exactly one or two leptons using 140 fb$^{-1}$ of pp collision data at $\sqrt{s}=13$ TeV with the ATLAS experiment"

description: Observed (pink data points) and expected (black dashed line) upper limits on the signal cross-section times branching ratio to tt̄ for the (a) Z', (b) G<sub>KK</sub>, and (c) g<sub>KK</sub> signals at 95&percnt; CL. Approximate limits for intermediate masses are interpolated between the tested mass hypotheses. For the G<sub>KK</sub> signal in (b), the detector resolution is finer than the grid spacing, so the interpolation is only for display purposes. The theory predictions for the production cross-section times branching ratio at the corresponding masses are also shown in (a) for a Z' with a width of 3&percnt; (blue line) and a Z' with a width of 1.2&percnt; (dark red line), in (b) a G<sub>KK</sub> with a width ranging from 3&percnt;–6&percnt;, and in (c) a g<sub>KK</sub> with a width of 30&percnt;. Also shown is the relative contribution of the 1-lepton (red dashed and dotted line) and 2-lepton (purple long-dashed and dotted line) channels to the expected combination limits.
description: A search for heavy spin-1 and spin-2 resonances decaying into a top-antitop-quark pair has been performed with 140 fb$^{-1}$ of proton-proton collision data collected by the ATLAS experiment at the Large Hadron Collider at a centre-of-mass energy of $\sqrt{s}=13$ TeV. Final states with either exactly one electron or muon, or exactly two leptons ($ee$, $\mu\mu$ or $e\mu$), large missing transverse momentum, and two jets, at least one of which must be identified as likely containing a b-hadron decay, are considered. The search targets resonances with both narrow and broad widths relative to the detector resolution, and with masses in the range of 0.4-5.0 TeV. No significant deviation from the Standard Model prediction is observed. Exclusion limits are set on the production cross-section times branching ratio for hypothetical $Z'$ bosons, Kaluza–Klein gravitons, and Kaluza–Klein gluons that decay into top-quark pairs.
DOI: 10.17182/hepdata.168229.v1/t16
title: "Figure 5a from Auxiliary material" of "Search for ttbar resonances in final states with exactly one or two leptons using 140 fb$^{-1}$ of pp collision data at $\sqrt{s}=13$ TeV with the ATLAS experiment"

description: Selection efficiency times acceptance (Eff x Acc) for the ljets final state as a function of the tt̄ invariant mass at the parton level before the emission of FSR, for the (a) Z', (b) G<sub>KK</sub>, and (c) g<sub>KK</sub> signals. The selections in the Resolved 1b (dashed blue) and Resolved 2b (short-dashed magenta) are shown as well as the combined region corresponding to the Resolved topology in Figure 2 (solid black). The error bars correspond to the statistical uncertainty. All tt̄ decay modes are considered.
description: A search for heavy spin-1 and spin-2 resonances decaying into a top-antitop-quark pair has been performed with 140 fb$^{-1}$ of proton-proton collision data collected by the ATLAS experiment at the Large Hadron Collider at a centre-of-mass energy of $\sqrt{s}=13$ TeV. Final states with either exactly one electron or muon, or exactly two leptons ($ee$, $\mu\mu$ or $e\mu$), large missing transverse momentum, and two jets, at least one of which must be identified as likely containing a b-hadron decay, are considered. The search targets resonances with both narrow and broad widths relative to the detector resolution, and with masses in the range of 0.4-5.0 TeV. No significant deviation from the Standard Model prediction is observed. Exclusion limits are set on the production cross-section times branching ratio for hypothetical $Z'$ bosons, Kaluza–Klein gravitons, and Kaluza–Klein gluons that decay into top-quark pairs.
DOI: 10.17182/hepdata.168229.v1/t17
title: "Figure 5b from Auxiliary material" of "Search for ttbar resonances in final states with exactly one or two leptons using 140 fb$^{-1}$ of pp collision data at $\sqrt{s}=13$ TeV with the ATLAS experiment"

description: Selection efficiency times acceptance (Eff x Acc) for the ljets final state as a function of the tt̄ invariant mass at the parton level before the emission of FSR, for the (a) Z', (b) G<sub>KK</sub>, and (c) g<sub>KK</sub> signals. The selections in the Resolved 1b (dashed blue) and Resolved 2b (short-dashed magenta) are shown as well as the combined region corresponding to the Resolved topology in Figure 2 (solid black). The error bars correspond to the statistical uncertainty. All tt̄ decay modes are considered.
description: A search for heavy spin-1 and spin-2 resonances decaying into a top-antitop-quark pair has been performed with 140 fb$^{-1}$ of proton-proton collision data collected by the ATLAS experiment at the Large Hadron Collider at a centre-of-mass energy of $\sqrt{s}=13$ TeV. Final states with either exactly one electron or muon, or exactly two leptons ($ee$, $\mu\mu$ or $e\mu$), large missing transverse momentum, and two jets, at least one of which must be identified as likely containing a b-hadron decay, are considered. The search targets resonances with both narrow and broad widths relative to the detector resolution, and with masses in the range of 0.4-5.0 TeV. No significant deviation from the Standard Model prediction is observed. Exclusion limits are set on the production cross-section times branching ratio for hypothetical $Z'$ bosons, Kaluza–Klein gravitons, and Kaluza–Klein gluons that decay into top-quark pairs.
DOI: 10.17182/hepdata.168229.v1/t18
title: "Figure 5c from Auxiliary material" of "Search for ttbar resonances in final states with exactly one or two leptons using 140 fb$^{-1}$ of pp collision data at $\sqrt{s}=13$ TeV with the ATLAS experiment"

description: Selection efficiency times acceptance (Eff x Acc) for the ljets final state as a function of the tt̄ invariant mass at the parton level before the emission of FSR, for the (a) Z', (b) G<sub>KK</sub>, and (c) g<sub>KK</sub> signals. The selections in the Resolved 1b (dashed blue) and Resolved 2b (short-dashed magenta) are shown as well as the combined region corresponding to the Resolved topology in Figure 2 (solid black). The error bars correspond to the statistical uncertainty. All tt̄ decay modes are considered.
description: A search for heavy spin-1 and spin-2 resonances decaying into a top-antitop-quark pair has been performed with 140 fb$^{-1}$ of proton-proton collision data collected by the ATLAS experiment at the Large Hadron Collider at a centre-of-mass energy of $\sqrt{s}=13$ TeV. Final states with either exactly one electron or muon, or exactly two leptons ($ee$, $\mu\mu$ or $e\mu$), large missing transverse momentum, and two jets, at least one of which must be identified as likely containing a b-hadron decay, are considered. The search targets resonances with both narrow and broad widths relative to the detector resolution, and with masses in the range of 0.4-5.0 TeV. No significant deviation from the Standard Model prediction is observed. Exclusion limits are set on the production cross-section times branching ratio for hypothetical $Z'$ bosons, Kaluza–Klein gravitons, and Kaluza–Klein gluons that decay into top-quark pairs.
DOI: 10.17182/hepdata.168229.v1/t19
title: "Figure 16a from Auxiliary material" of "Search for ttbar resonances in final states with exactly one or two leptons using 140 fb$^{-1}$ of pp collision data at $\sqrt{s}=13$ TeV with the ATLAS experiment"

description: Two-dimensional plots of the tt̄ invariant mass at reconstruction level, mtt, against the tt̄ invariant mass at the parton level before the emission of FSR, m<sub>t̄t</sub><sup>before FSR</sup>, for the SM tt̄ background in (a) the Resolved 1b, (b) the Resolved 2b, and (c) the Merged signal regions of the 1-lepton channel. The colour scale indicates the total number of events in each bin.
description: A search for heavy spin-1 and spin-2 resonances decaying into a top-antitop-quark pair has been performed with 140 fb$^{-1}$ of proton-proton collision data collected by the ATLAS experiment at the Large Hadron Collider at a centre-of-mass energy of $\sqrt{s}=13$ TeV. Final states with either exactly one electron or muon, or exactly two leptons ($ee$, $\mu\mu$ or $e\mu$), large missing transverse momentum, and two jets, at least one of which must be identified as likely containing a b-hadron decay, are considered. The search targets resonances with both narrow and broad widths relative to the detector resolution, and with masses in the range of 0.4-5.0 TeV. No significant deviation from the Standard Model prediction is observed. Exclusion limits are set on the production cross-section times branching ratio for hypothetical $Z'$ bosons, Kaluza–Klein gravitons, and Kaluza–Klein gluons that decay into top-quark pairs.
DOI: 10.17182/hepdata.168229.v1/t20
title: "Figure 16b from Auxiliary material" of "Search for ttbar resonances in final states with exactly one or two leptons using 140 fb$^{-1}$ of pp collision data at $\sqrt{s}=13$ TeV with the ATLAS experiment"

description: Two-dimensional plots of the tt̄ invariant mass at reconstruction level, mtt, against the tt̄ invariant mass at the parton level before the emission of FSR, m<sub>t̄t</sub><sup>before FSR</sup>, for the SM tt̄ background in (a) the Resolved 1b, (b) the Resolved 2b, and (c) the Merged signal regions of the 1-lepton channel. The colour scale indicates the total number of events in each bin.
description: A search for heavy spin-1 and spin-2 resonances decaying into a top-antitop-quark pair has been performed with 140 fb$^{-1}$ of proton-proton collision data collected by the ATLAS experiment at the Large Hadron Collider at a centre-of-mass energy of $\sqrt{s}=13$ TeV. Final states with either exactly one electron or muon, or exactly two leptons ($ee$, $\mu\mu$ or $e\mu$), large missing transverse momentum, and two jets, at least one of which must be identified as likely containing a b-hadron decay, are considered. The search targets resonances with both narrow and broad widths relative to the detector resolution, and with masses in the range of 0.4-5.0 TeV. No significant deviation from the Standard Model prediction is observed. Exclusion limits are set on the production cross-section times branching ratio for hypothetical $Z'$ bosons, Kaluza–Klein gravitons, and Kaluza–Klein gluons that decay into top-quark pairs.
DOI: 10.17182/hepdata.168229.v1/t21
title: "Figure 16c from Auxiliary material" of "Search for ttbar resonances in final states with exactly one or two leptons using 140 fb$^{-1}$ of pp collision data at $\sqrt{s}=13$ TeV with the ATLAS experiment"

description: Two-dimensional plots of the tt̄ invariant mass at reconstruction level, mtt, against the tt̄ invariant mass at the parton level before the emission of FSR, m<sub>t̄t</sub><sup>before FSR</sup>, for the SM tt̄ background in (a) the Resolved 1b, (b) the Resolved 2b, and (c) the Merged signal regions of the 1-lepton channel. The colour scale indicates the total number of events in each bin.
description: A search for heavy spin-1 and spin-2 resonances decaying into a top-antitop-quark pair has been performed with 140 fb$^{-1}$ of proton-proton collision data collected by the ATLAS experiment at the Large Hadron Collider at a centre-of-mass energy of $\sqrt{s}=13$ TeV. Final states with either exactly one electron or muon, or exactly two leptons ($ee$, $\mu\mu$ or $e\mu$), large missing transverse momentum, and two jets, at least one of which must be identified as likely containing a b-hadron decay, are considered. The search targets resonances with both narrow and broad widths relative to the detector resolution, and with masses in the range of 0.4-5.0 TeV. No significant deviation from the Standard Model prediction is observed. Exclusion limits are set on the production cross-section times branching ratio for hypothetical $Z'$ bosons, Kaluza–Klein gravitons, and Kaluza–Klein gluons that decay into top-quark pairs.
DOI: 10.15468/dl.md3vsm
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudancistrus zawadzkii",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 14 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012631-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8eyjh9
title: Occurrence Download

description: A dataset containing 4465 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Kenya",
 "Geometry POLYGON((33.94978 -0.48318,35.00144 -0.48318,35.00144 0.67035,33.94978 0.67035,33.94978 -0.48318))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 4465 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012629-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a9zxza
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Digitaria maniculata"
 ]
}

 The dataset includes 19 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012632-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ny67wk
title: Occurrence Download

description: A dataset containing 327 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vachellia abyssinica",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 327 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012634-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18599819
title: P-AIRCARS Sample Data

description: Sample solar and calibrator data for P-AIRCARS. 1111474560.zip contains the target solar data, and 1111476056.zip contains the corresponding calibrator data.
DOI: 10.5281/zenodo.18260254
title: Supplementary data for "3D Mapping of Defects and Moiré Corrugations via Electron Ptychography Atomic Coordinate Retrieval"
DOI: 10.5281/zenodo.18260255
title: Supplementary data for "3D Mapping of Defects and Moiré Corrugations via Electron Ptychography Atomic Coordinate Retrieval"
DOI: 10.15468/kr4ffu
title: Back from the Brink Willow Tit Annual Survey Data

description: This dataset contains records of willow tit, great-spotted woodpecker and other bird species seen or heard responding to willow tit annual surveys, carried out as part of the Back from the Brink Willow Tit Project.

Annual surveys have collected population data and distribution across the project area, which continues to show a decline. However, we now have a better understanding of the habitat characteristics used by willow tits and how far they travel between patches. Using state of the art radio tracking technology, we have collected data which shows that willow tits need a mix of vegetation heights and will usually remain within a 3-hectare home range, though they could need up to 7 hectares of habitat to sustain a breeding pair. This data has fed into a landscape management plan which will be used by land managers in the Dearne Valley to continually improve habitat for and monitor willow tits.

More information about the project can be found on the project website: https://naturebftb.co.uk/the-projects/willow-tit/
The Back from the Brink project, led by Yorkshire Wildlife Trust and the RSPB, helped willow tits in the Dearne Valley by ensuring there is good habitat for them, and improving linkage between patches through interventions such as coppicing and improving the structure of woodlands.
DOI: 10.15468/dl.uf85jq
title: Occurrence Download

description: A dataset containing 562 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Garcinia brasiliensis",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 562 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012637-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18625766
title: Autonomy, Control & Perceived Independence 2026 (Dataset, n = 352)

description: This dataset is part of the Human Clarity Institute’s AI–Human Experience 2026 data series. It examines autonomy, perceived control, and independence in AI-mediated decision environments, including delegation boundaries, nudging awareness, override confidence, and intervention thresholds.

The dataset includes:• validated 1–7 Likert-scale items• measures of perceived control, judgement shift, confidence erosion, and reliance patterns• behavioural indicators including override frequency and decision intervention thresholds• multi-select variables stored as canonical snake_case tokens• demographic variables across six English-speaking countries• digital system reliance and decision-support frequency measures

Data were collected on 2026-02-10 via Prolific from adults in the UK, US, Australia, Canada, New Zealand, and Ireland.All data were cleaned, anonymised, and processed under the Human Clarity Institute’s machine-readable dataset protocol, which includes:

• canonical snake_case variable naming• validated numeric ranges• standardised categorical formats• full alignment with the accompanying data dictionary• removal of Prolific IDs and timestamps• SHA-256 checksums for all files

This dataset contributes to understanding how individuals experience autonomy and behavioural influence when interacting with digital and AI systems, supporting longitudinal tracking of agency erosion, delegation dynamics, and evolving human–AI decision boundaries in everyday life.
DOI: 10.15468/dl.k7rjx7
title: Occurrence Download

description: A dataset containing 618 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mascarenhasia lisianthiflora",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 618 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012638-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kj27se
title: Occurrence Download

description: A dataset containing 20851 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "License is CC-BY-NC 4.0",
 "TaxonKey is Carcinus maenas"
 ]
}

 The dataset includes 20851 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012636-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pzxpq8
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudohemiodon amazonum",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012639-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zka6k6
title: Occurrence Download

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "GadmGid is one of (FRA.13_1, FRA.10_1)",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Ailanthus altissima, Procambarus clarkii)",
 "Year 2020-2024"
 ]
}

 The dataset's 3 records were derived from 195 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012591-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ebcay
title: Occurrence Download

description: A dataset containing 396 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Digitaria milanjiana"
 ]
}

 The dataset includes 396 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012640-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.58m3nd
title: Occurrence Download

description: A dataset containing 5007 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Apuleia leiocarpa",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 5007 records from 188 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012641-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ssdgv
title: Occurrence Download

description: A dataset containing 288 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is United States of America",
 "Geometry POLYGON((-113.54392 31.68728,-102.97224 31.68728,-102.97224 38.40086,-113.54392 38.40086,-113.54392 31.68728))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Spermophilus tridecemlineatus, Ictidomys tridecemlineatus)"
 ]
}

 The dataset includes 288 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012642-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/fpfcl3
title: Data for: Money Demand under Shifting Monetary Policy Regimes in Türkiye

description: This dataset contains quarterly macroeconomic and financial variables for Türkiye covering the period 2001Q1–2024Q2. The data are used to estimate a real money demand function within an open-economy framework, incorporating income, domestic and foreign interest rates, and exchange rate effects.

The dataset supports the analysis of:

Variables: Log Real Money Supply (RLM2), Log Real GDP (RLGDP), Domestic Interest Rate (I_TRY), Exchange Rate (LEXC), and US Interest Rate (I_USD).

Sources: Original series obtained from the Central Bank of the Republic of Türkiye (CBRT) and Federal Reserve Economic Data (FRED).

Methodology: The repository includes replication files for Bai–Perron multiple structural break estimation with HAC (Newey–West) standard errors, implemented in EViews.

Files Included:

Raw data (Excel)

Constructed variables (Real/Log transformations)

EViews replication program code (.prg)