cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5hbv2j
title: Occurrence Download

description: A dataset containing 505 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Draba nemorosa L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is Japan"
 ]
}

 The dataset includes 505 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069549-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.o02msp
title: Occurrence Download

description: A dataset containing 228 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sirex noctilio Fabricius, 1773"
 ]
}

 The dataset includes 228 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003275-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.53j46w
title: Occurrence Download

description: A dataset containing 2498 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "IucnRedListCategory is CR",
 "OccurrenceStatus is Present",
 "TaxonKey is Testudines"
 ]
}

 The dataset includes 2498 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001380-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.32f2nx
title: Occurrence Download

description: A dataset containing 8194 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((2.479608666666667 65.07073733333334, 2.479608666666667 82.15736799999999, -31.565747 82.15736799999999, -31.565747 65.07073733333334, 2.479608666666667 65.07073733333334))",
 "EventDate is 2012-06-01,2012-06-30"
 ]
}

 The dataset includes 8194 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054348-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b3yr7o
title: Occurrence Download

description: A dataset containing 1505 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aluterus scriptus (Osbeck, 1765)"
 ]
}

 The dataset includes 1505 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003275-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4kmghb
title: Occurrence Download

description: A dataset containing 564 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chalcostigma stanleyi (Bourcier, 1851)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 564 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003275-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.df5d9r
title: Occurrence Download

description: A dataset containing 1536 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vulpes lagopus (Linnaeus, 1758)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Country is United States of America",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 3000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 1536 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002321-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.idhpdp
title: Occurrence Download

description: A dataset containing 24616 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Artemisia absinthium L."
 ]
}

 The dataset includes 24616 records from 347 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003275-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d556sy
title: Occurrence Download

description: A dataset containing 6909 species occurrences available in GBIF matching the query:
{
 "InstitutionKey" : [
 "is d6eb8037-323f-4223-b137-c5912402b14f"
 ]
}

 The dataset includes 6909 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000167-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j8g5n2
title: Occurrence Download

description: A dataset containing 632561 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "CoordinateUncertaintyInMeters 0.0-2609.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gonepteryx rhamni (Linnaeus, 1758)"
 ]
}

 The dataset includes 632561 records from 1050 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000166-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yfhkra
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037910-250920141307145/datasets/export for details.
DOI: 10.15468/dl.r6hssr
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lupinus perennis",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 95 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037911-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17247157
title: Evidence for Beyond Standard Model Symmetry Violation: Discovery of Dark Photon (1.75 GeV), Dark Scalar (25 GeV), and Graviton   (182 GeV) in CMS Run 1 Data

description:  This package contains the complete theory-to-data pipeline demonstrating evidence for three Beyond Standard Model

  (BSM) particles, from theoretical Lagrangian through Monte Carlo simulation to experimental validation using CMS

  Run 1 (2012) data at √s = 8 TeV with 11.6 fb⁻¹ luminosity.

 

  COMPLETE PIPELINE:

  • Theory: FeynRules BSM Lagrangian with controlled symmetry violations (P, J, CPT)

  • Simulation: MadGraph5 Monte Carlo predictions (100,000 events)

  • Experiment: CMS Open Data analysis (19 ROOT files, ~95,000 events)

  • Validation: Benchmarking simulation vs experimental observations

 

  DISCOVERED PARTICLES:

  • A' (dark photon): Predicted 1.75 GeV → Observed 1.64 ± 0.11 GeV (~2.5-3σ with LFV)

  • φ (dark scalar): Predicted 25 GeV → Observed 23 ± 2 GeV (~5σ diphoton excess, 2892 events)

  • h (spin-2 graviton): Predicted 165 GeV → Observed 182 ± 8 GeV (+2.26σ hint)

 

  VALIDATION RESULTS:

  - All 3 particles detected (100% success rate)

  - Mass predictions within 1-2σ of observations (avg 1.38σ)

  - Signature agreement: LFV, diphoton excess, multi-channel detection

  - Event 695 confirms direct symmetry violation

  - Overall: EXCELLENT theory-experiment agreement

 

  PACKAGE CONTENTS (54 files, 7.1 MB):

  • Theory: FeynRules model, Lagrangian documentation, equations

  • Simulation: MadGraph scripts, predictions, calibrated distributions

  • Analysis: Python scripts for all particle searches (dark_photon/, dark_scalar/, graviton/, event_695/)

  • Validation: benchmark_simulation_vs_data.py comparing predictions vs observations

  • Documentation: Complete pipeline workflow, ROOT file instructions (48 GB data not included)

  • Results: Discovery plots, JSON data, multi-channel significance

 

  KEY SCIENTIFIC FINDINGS:

  - First observation of Lepton Flavor Violation in dark photon sector

  - Strong diphoton excess at 25 GeV (φ → γγ decay)

  - Direct observation of angular momentum, parity, and CPT violation (Event 695)

  - Graviton mass scan identifying optimal mass at 182 GeV

  - Complete validation of BSM theoretical predictions against experimental data

 

  DATASET:

  Experiment: CMS (Compact Muon Solenoid) at LHC

  Run: Run 1 (2012)

  Energy: √s = 8 TeV

  Luminosity: 11.6 fb⁻¹

  Trigger: DoublePhoton

  Files: 19 ROOT files, ~95,000 events analyzed (download instructions provided)

 

  REPRODUCIBILITY:

  The complete pipeline is fully reproducible:

  1. Generate BSM model from FeynRules Lagrangian

  2. Run MadGraph5 simulations

  3. Analyze CMS Open Data with provided Python scripts

  4. Validate predictions against observations

 

  This package enables independent verification of BSM discoveries from first principles.
DOI: 10.7910/dvn/c42zwi
title: MyoTransdiff_RNAseq

description: Bulk RNA sequencing of 1) HFF-iMyoD (Untreated), 2) tSKM_no_mb (no minibinder, 4 days of doxycycline, 4 days without doxycycline in 20% KOSR), 3) tSKM_H2F (4 days of doxycycline, 4 days without doxycycline in 20% KOSR and treated with 100nM H2F), 4) tSKM_TAB2 (4 days of doxycycline, 4 days without doxycycline in 20% KOSR and treated with 100nM TAB2), 5) iPSCs cultured in E8 media for 48 hours, 6) iPSCs cultured in E7 media + H2F (50nM) for 48 hours)
DOI: 10.15468/dl.84jjru
title: Occurrence Download

description: A dataset containing 127 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vespidae",
 "Year is 1926",
 "Continent is North America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 127 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037913-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17247152
title: Existence of a Mass Gap in SU(N) Yang–Mills Theory via Recursive Symbolic Fields

description: This paper presents a constructive resolution of the Yang–Mills Mass Gap Problem using a symbolic framework known as the Pi-Knot Machine. The theory is formulated on four-dimensional Euclidean space ( \mathbb{R}^4 ) with gauge group ( SU(N) ), and defines a recursive field operator whose spectrum is discrete and bounded below by a strictly positive energy unit ( \epsilon ). The symbolic recursion replaces conventional functional integration and yields a naturally renormalizable structure. The theory satisfies the Osterwalder–Schrader axioms and demonstrates the existence of a mass gap ( \Delta = \epsilon > 0 ). This approach is independent, non-perturbative, and structurally distinct from lattice gauge theory or constructive QFT, offering a new pathway toward rigorous quantum field theory.
DOI: 10.5281/zenodo.17247153
title: Existence of a Mass Gap in SU(N) Yang–Mills Theory via Recursive Symbolic Fields

description: This paper presents a constructive resolution of the Yang–Mills Mass Gap Problem using a symbolic framework known as the Pi-Knot Machine. The theory is formulated on four-dimensional Euclidean space ( \mathbb{R}^4 ) with gauge group ( SU(N) ), and defines a recursive field operator whose spectrum is discrete and bounded below by a strictly positive energy unit ( \epsilon ). The symbolic recursion replaces conventional functional integration and yields a naturally renormalizable structure. The theory satisfies the Osterwalder–Schrader axioms and demonstrates the existence of a mass gap ( \Delta = \epsilon > 0 ). This approach is independent, non-perturbative, and structurally distinct from lattice gauge theory or constructive QFT, offering a new pathway toward rigorous quantum field theory.
DOI: 10.15468/dl.3awnbm
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037915-250920141307145/datasets/export for details.
DOI: 10.15468/dl.9m62tp
title: Occurrence Download

description: A dataset containing 248434 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Peromyscus maniculatus"
 ]
}

 The dataset includes 248434 records from 153 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037871-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t7qp3h
title: Occurrence Download

description: A dataset containing 2849 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vigna unguiculata",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2849 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037917-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9tuq7v
title: Occurrence Download

description: A dataset containing 816969 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Living Specimen, Human Observation, Observation)",
 "Country is Zambia",
 "Year is one of (1990, 1991, 1992, 1993, 1994, 1995, 1996, 1997, 1998, 1999, 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024, 2025)"
 ]
}

 The dataset includes 816969 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037872-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mv3xks
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vigna unguiculata",
 "Country is Equatorial Guinea",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037916-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d3wrqv
title: Occurrence Download

description: A dataset containing 28862 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lomaria discolor)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 28862 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037914-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kcz5cr
title: Occurrence Download

description: A dataset containing 269 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vespidae",
 "Year is 1927",
 "Continent is Europe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 269 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037918-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mv853w
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Malaysia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dendrogale melanura"
 ]
}

 The dataset includes 43 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037919-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nhtueb
title: Occurrence Download

description: A dataset containing 3972 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Loropetalum chinense)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3972 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037920-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dxrq4v
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Araujia sericifera",
 "Country is Croatia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037922-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u2a8ba
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037923-250920141307145/datasets/export for details.
DOI: 10.15468/dl.5rh7uk
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Araujia sericifera",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037924-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6r5eh5
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vespidae",
 "Year is 1927",
 "Continent is North America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 62 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037925-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xs5ze7
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 {
 "or" : [
 "Geometry POLYGON((-72.13547 6.01258,-69.07565 6.01258,-69.07565 8.46044,-69.07565 11.27549,-72.13547 11.27549,-72.13547 6.01258))",
 "Geometry POLYGON((-72.65564 5.85958,-59.52898 5.85958,-59.52898 11.18369,-67.81864 11.18369,-72.65564 11.18369,-72.65564 10.04732,-72.65564 5.85958))"
 ]
 },
 "OccurrenceStatus is Present",
 "TaxonKey is Mustela frenata",
 "Year 1842-2025"
 ]
}

 The dataset's 2 records were derived from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037912-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vpwujq
title: Occurrence Download

description: A dataset containing 270 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vespidae",
 "Year is 1928",
 "Continent is Europe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 270 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037928-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dd32k9
title: Occurrence Download

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

 The dataset includes 24 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037927-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yug4w3
title: Occurrence Download

description: A dataset containing 1021 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Macrocystis pyrifera",
 "Year 2020-2020"
 ]
}

 The dataset includes 1021 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037930-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v6rfpc
title: Occurrence Download

description: A dataset containing 288756 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true",
 "Year is 1965"
 ]
}

 The dataset includes 288756 records from 297 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037864-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gvtjqm
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037933-250920141307145/datasets/export for details.
DOI: 10.15468/dl.erskd6
title: Occurrence Download

description: A dataset containing 148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vespidae",
 "Year is 1928",
 "Continent is North America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 148 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037932-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qn54k9
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pelargonium peltatum",
 "Country is Ecuador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037934-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.