cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.kh4m4u
title: Occurrence Download

description: A dataset containing 781 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bursera heteresthes Bullock",
 "BasisOfRecord is one of (Specimen, Fossil, Material sample, Material citation)"
 ]
}

 The dataset includes 781 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010550-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b99xh3
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Branchinecta conservatio Eng, Belk & Eriksen, 1990"
 ]
}

 The dataset includes 65 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010551-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6af7a2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Rhizophora mangle",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002402-250424135625364/datasets/export for details.
DOI: 10.15468/dl.fn4fsu
title: Occurrence Download

description: A dataset containing 15620 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Tropicos Specimens Non-MO",
 "InstitutionCode is ECUAMZ"
 ]
}

 The dataset includes 15620 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002403-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gfmvsu
title: Occurrence Download

description: A dataset listing the 20 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-44.13889 -19.34106,-44.14163 -19.34907,-44.1718 -19.36428,-44.17709 -19.38551,-44.1727 -19.41446,-44.194 -19.44007,-44.2066 -19.43571,-44.2336 -19.4589,-44.27301 -19.44935,-44.28615 -19.46169,-44.29363 -19.47921,-44.26439 -19.52494,-44.27419 -19.53465,-44.2716 -19.54499,-44.24821 -19.54434,-44.22756 -19.55503,-44.20779 -19.54266,-44.18044 -19.557,-44.17126 -19.54842,-44.17448 -19.54217,-44.1588 -19.5426,-44.15072 -19.53352,-44.13895 -19.53642,-44.13096 -19.56213,-44.11818 -19.56037,-44.11328 -19.56682,-44.12568 -19.57894,-44.11736 -19.59457,-44.09091 -19.59225,-44.08451 -19.60522,-44.08052 -19.60237,-44.06858 -19.61377,-44.05282 -19.606,-44.04632 -19.60864,-44.04014 -19.62061,-44.00647 -19.64497,-43.98893 -19.68808,-43.98 -19.68712,-43.96491 -19.67,-43.95094 -19.67017,-43.92185 -19.68571,-43.91503 -19.69776,-43.89362 -19.70113,-43.88275 -19.69552,-43.85788 -19.70982,-43.837 -19.67745,-43.845 -19.66101,-43.84296 -19.65032,-43.84893 -19.65303,-43.85333 -19.64674,-43.8721 -19.64329,-43.88162 -19.6229,-43.89886 -19.61471,-43.88123 -19.58911,-43.8894 -19.5835,-43.89807 -19.55671,-43.91186 -19.55943,-43.89156 -19.55216,-43.89396 -19.5418,-43.90508 -19.54374,-43.92724 -19.53358,-43.9164 -19.51472,-43.93241 -19.4952,-43.93914 -19.49557,-43.94105 -19.4864,-43.95075 -19.48968,-43.9466 -19.48234,-43.95669 -19.4777,-43.93856 -19.47415,-43.9364 -19.46883,-43.94154 -19.46373,-43.95418 -19.46786,-43.95973 -19.4614,-43.92937 -19.44559,-43.94529 -19.44504,-43.9482 -19.43989,-43.95697 -19.44539,-43.95742 -19.4346,-43.9474 -19.43393,-43.94796 -19.42927,-43.95633 -19.43226,-43.95797 -19.41312,-43.97371 -19.41034,-43.98252 -19.3966,-43.99141 -19.40284,-43.9816 -19.38885,-43.98965 -19.37586,-43.98031 -19.3726,-43.97626 -19.36225,-44.00108 -19.35426,-43.9987 -19.34725,-44.00484 -19.34403,-44.01892 -19.34708,-44.01888 -19.33834,-44.03766 -19.3432,-44.06102 -19.3357,-44.08856 -19.34848,-44.09923 -19.38041,-44.11112 -19.35795,-44.12416 -19.35346,-44.1272 -19.33678,-44.13889 -19.34106))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chiroptera"
 ]
}

 The dataset's 20 records were derived from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002398-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n5w9dm
title: Occurrence Download

description: A dataset containing 2475 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Petrosimonia Bunge"
 ]
}

 The dataset includes 2475 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002404-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25625/rtpvqi
title: Halogen-Bond-Mediated 13C Overhauser Dynamic Nuclear Polarization at 9.4 T

description: Here deposits data for the publication entitled "Halogen-Bond-Mediated 13C Overhauser Dynamic Nuclear Polarization at 9.4 T" accepted in the Journal of Physical Chemistry Letters.
DOI: 10.15468/dl.s5h27f
title: Occurrence Download

description: A dataset containing 29239 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Rhizophora mangle L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 29239 records from 286 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002405-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w78bn9
title: Occurrence Download

description: A dataset containing 338 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pheidochloa S.T.Blake"
 ]
}

 The dataset includes 338 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002406-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15284893
title: Assessing Community Changes in Ghana's Shai Hills Resource Reserve

description: Insects collection from Shai Hills Resource Research
DOI: 10.5281/zenodo.15284894
title: Assessing Community Changes in Ghana's Shai Hills Resource Reserve

description: Insects collection from Shai Hills Resource Research
DOI: 10.15468/dl.zp67zc
title: Occurrence Download

description: A dataset containing 1075 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-89.40343 40.24267,-86.68869 40.24267,-86.68869 42.59326,-89.40343 42.59326,-89.40343 40.24267))",
 "TaxonKey is Canis latrans Say, 1823"
 ]
}

 The dataset includes 1075 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002409-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2fshhf
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Piptoptera Bunge"
 ]
}

 The dataset includes 16 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002408-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qxdadm
title: Occurrence Download

description: A dataset containing 851 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plagiosetum Benth."
 ]
}

 The dataset includes 851 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002410-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15191420
title: Ground-Based Data Related to Midnight Airglow Enhancement Events Observed in OI 630.0 nm Airglow Lines over the Indian Longitude Sector

description: This dataset supports the study of midnight airglow enhancement events observed in the atomic oxygen red-line emission (OI 630.0 nm) over the Indian longitude sector. The dataset includes:



OI 630.0 nm Airglow Data: From the Devasthal photometer and Silchar all-sky airglow imager, capturing the midnight airglow enhancement.

Digisonde Data: Ionograms and ionospheric parameters (h'F, hmF2, foF2) from New Delhi, Ahmedabad, and Tirunelveli.

TEC Data: GPS-based Total Electron Content (TEC) data from IGS station LCK4.

MF Radar Wind Data: Neutral meridional wind data in the mesosphere and lower thermosphere from the Tirunelveli MF radar.
DOI: 10.5281/zenodo.15191421
title: Ground-Based Data Related to Midnight Airglow Enhancement Events Observed in OI 630.0 nm Airglow Lines over the Indian Longitude Sector

description: This dataset supports the study of midnight airglow enhancement events observed in the atomic oxygen red-line emission (OI 630.0 nm) over the Indian longitude sector. The dataset includes:



OI 630.0 nm Airglow Data: From the Devasthal photometer and Silchar all-sky airglow imager, capturing the midnight airglow enhancement.

Digisonde Data: Ionograms and ionospheric parameters (h'F, hmF2, foF2) from New Delhi, Ahmedabad, and Tirunelveli.

TEC Data: GPS-based Total Electron Content (TEC) data from IGS station LCK4.

MF Radar Wind Data: Neutral meridional wind data in the mesosphere and lower thermosphere from the Tirunelveli MF radar.
DOI: 10.15468/dl.c9a8br
title: Occurrence Download

description: A dataset containing 72975 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Treron vernans (Linnaeus, 1771)"
 ]
}

 The dataset includes 72975 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002397-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34683/sr1916
title: StoneRounds Case: SR1916
title: AR Stargardt Disease

description: StoneRounds Case SR1916 was diagnosed with AR Stargardt Disease likely caused by mutations in the gene: ABCA4.
DOI: 10.5281/zenodo.15284512
title: AuthLWE: Benchmark Datasets for Lattice-Based Post-Quantum Authentication on Constrained IoT Devices

description: This dataset contains all performance benchmarks, hardware configurations, and security estimates for the AuthLWE protocol as presented in the paper "Lattice-Based Post-Quantum Authentication for Constrained IoT Devices" . Data includes:  - Timing/energy measurements for KeyGen, Sign, Verify (ARM Cortex-M4, ESP32, Raspberry Pi Pico)  - Comparative metrics vs. NIST standards (Kyber-512, Dilithium-III)  - Side-channel test results (TVLA t-scores)  - Security parameter configurations (ring dimension n=256, modulus q=7681)  

Formats: JSON (structured) and CSV (tabular).  Use cases: Independent verification, meta-analysis of post-quantum IoT authentication.
DOI: 10.5281/zenodo.15284513
title: AuthLWE: Benchmark Datasets for Lattice-Based Post-Quantum Authentication on Constrained IoT Devices

description: This dataset contains all performance benchmarks, hardware configurations, and security estimates for the AuthLWE protocol as presented in the paper "Lattice-Based Post-Quantum Authentication for Constrained IoT Devices" . Data includes:  - Timing/energy measurements for KeyGen, Sign, Verify (ARM Cortex-M4, ESP32, Raspberry Pi Pico)  - Comparative metrics vs. NIST standards (Kyber-512, Dilithium-III)  - Side-channel test results (TVLA t-scores)  - Security parameter configurations (ring dimension n=256, modulus q=7681)  

Formats: JSON (structured) and CSV (tabular).  Use cases: Independent verification, meta-analysis of post-quantum IoT authentication.
DOI: 10.15468/dl.9e9zux
title: Occurrence Download

description: A dataset containing 789406 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "DatasetKey is EOD – eBird Observation Dataset",
 "TaxonKey is Molothrus ater (Boddaert, 1783)"
 ]
}

 The dataset includes 789406 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002407-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jakpj9
title: Occurrence Download

description: A dataset containing 949 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ambystoma mexicanum (Shaw & Nodder, 1798)"
 ]
}

 The dataset includes 949 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002411-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7wvu56
title: Occurrence Download

description: A dataset containing 293 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sibon annulatus (Günther, 1872)"
 ]
}

 The dataset includes 293 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002412-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.haasjw
title: Occurrence Download

description: A dataset containing 1512208412 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EOD – eBird Observation Dataset"
 ]
}

 The dataset includes 1512208412 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002383-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5vd6ph6k
title: MassIVE MSV000097734 - GNPS - BA conjugates with amino acids
title: bile acid conjugates analyzed on timsTOF for spectral library generation
DOI: 10.6084/m9.figshare.28873229
title: Digital_Payments_2025_Dataset

description: The "Digital Payments 2025 Dataset" is a synthetic dataset representing digital payment transactions across various payment applications in India for the year 2025. It captures monthly transaction data for multiple payment apps, including banks, UPI platforms, and mobile payment services, reflecting the growing adoption of digital payments in India. The dataset was created as part of a college project to simulate realistic transaction patterns for research, education, and analysis in data science, economics, and fintech studies. It includes metrics such as customer transaction counts and values, total transaction counts and values, and temporal data (month and year). The data is synthetic, generated using Python libraries to mimic real-world digital payment trends, and is suitable for academic research, teaching, and exploratory data analysis.
DOI: 10.15468/dl.shrugh
title: Occurrence Download

description: A dataset containing 463 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lontra provocax (Thomas, 1908)"
 ]
}

 The dataset includes 463 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002416-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mw7ydm
title: Occurrence Download

description: A dataset containing 9663 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Geometry POLYGON((-72.71242 5.19272,-72.64393 5.029,-72.40129 4.96857,-72.29758 5.144,-72.51283 5.32132,-72.71242 5.27651,-72.71242 5.19272))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Magnoliopsida"
 ]
}

 The dataset includes 9663 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002417-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28855955
title: Proposed Zone-Based Declustering Approach for Earthquake Catalogs

description: Declustering earthquake catalogs according to seismic zonation
DOI: 10.15468/dl.fneweg
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-128.33554 46.63340,-115.39182 46.63340,-115.39182 51.80867,-128.33554 51.80867,-128.33554 46.63340))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cotesia rubecula (Marshall, 1885)"
 ]
}

 The dataset includes 17 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002419-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15284877
title: SNP, INDEL and Structural Variant Calling in Mouse Inbred Strains Using Long-Read Sequencing

description: High-fidelity (HiFi) long-read sequencing using the PacBio platform was performed on 35 classical inbred strains and 4 wild-derived inbred strains. The SNP, INDEL, and structural variant (SV) calling results are provided in the compressed files "SNP.rar", "INDEL.rar", and "SV.rar", respectively. Please decompress the .rar files before use. For SNPs and INDELs, each .vcf.gz file requires further decompression. For SVs, decompression of the .rar file directly yields .vcf files.

Each variant type is provided in two versions: S35, which includes only the 35 classical inbred strains, and S39, which includes all 39 strains (35 classical and 4 wild-derived inbred strains). Structural variants are further categorized into four types: DEL (deletions), INS (insertions), INV (inversions), and DUP (duplications). Detailed information about the strain names and SV calling methods can be found in the accompanying README file.

SNP and INDEL calling were performed using DeepVariant, and the joint callsets were generated using GLnexus.
DOI: 10.5281/zenodo.15284878
title: SNP, INDEL and Structural Variant Calling in Mouse Inbred Strains Using Long-Read Sequencing

description: High-fidelity (HiFi) long-read sequencing using the PacBio platform was performed on 35 classical inbred strains and 4 wild-derived inbred strains. The SNP, INDEL, and structural variant (SV) calling results are provided in the compressed files "SNP.rar", "INDEL.rar", and "SV.rar", respectively. Please decompress the .rar files before use. For SNPs and INDELs, each .vcf.gz file requires further decompression. For SVs, decompression of the .rar file directly yields .vcf files.

Each variant type is provided in two versions: S35, which includes only the 35 classical inbred strains, and S39, which includes all 39 strains (35 classical and 4 wild-derived inbred strains). Structural variants are further categorized into four types: DEL (deletions), INS (insertions), INV (inversions), and DUP (duplications). Detailed information about the strain names and SV calling methods can be found in the accompanying README file.

SNP and INDEL calling were performed using DeepVariant, and the joint callsets were generated using GLnexus.
DOI: 10.15468/dl.895a43
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-125.45356 47.71168,-120.31677 47.71168,-120.31677 49.76552,-125.45356 49.76552,-125.45356 47.71168))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cotesia glomerata (Linnaeus, 1758)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002420-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jjpvqt
title: Occurrence Download

description: A dataset containing 34302023 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Norwegian Species Observation Service"
 ]
}

 The dataset includes 34302023 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002415-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5rc3hd
title: Occurrence Download

description: A dataset containing 35147389 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is DOF/BirdLife Denmark - Observations from DOFbasen"
 ]
}

 The dataset includes 35147389 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002414-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ywkur
title: Occurrence Download

description: A dataset containing 108566267 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Observation.org, Nature data from around the World"
 ]
}

 The dataset includes 108566267 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002413-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/11569245
title: Antutu Benchmark
DOI: 10.5281/zenodo.13937393
title: Mycobacterium tuberculosis transposon sequencing database (MtbTnSeq)

description: This is the raw output from TRANSIT that is used to build the MtbTnDB.
DOI: 10.5281/zenodo.13937394
title: Mycobacterium tuberculosis transposon sequencing database (MtbTnSeq)

description: This is the raw output from TRANSIT that is used to build the MtbTnDB.
DOI: 10.5281/zenodo.15284946
title: Mycobacterium tuberculosis transposon sequencing database (MtbTnSeq)

description: This is the raw output from TRANSIT that is used to build the MtbTnDB.
DOI: 10.5281/zenodo.15284924
title: The Symbolic Cognition Threshold Hypothesis: A Falsifiable Model of Discontinuity in Human Cognitive Evolution (Preprint)

description: This paper proposes the Symbolic Cognition Threshold Hypothesis, arguing that Homo sapiens did not emerge through gradual Darwinian transformation but appeared with a sudden leap in recursive symbolic cognition. The model challenges gradualist views of cognitive evolution by presenting recursion as a structural threshold — a tipping point in symbolic capacity that demands narrative closure. This threshold is proposed as the necessary mechanism driving the emergence of symbolic behaviors, belief systems, and human-specific cultural patterns.

The hypothesis is presented as falsifiable, offering testable predictions: (1) belief systems and symbolic culture will universally emerge wherever recursion crosses the symbolic threshold; (2) recursion complexity will correlate with symbolic and narrative complexity across cultures; and (3) in the absence of recursion, complex narrative-based explanations of origins will not appear. The paper provides a structured challenge to gradualist evolutionary models and invites interdisciplinary critique from cognitive science, evolutionary anthropology, philosophy of mind, and related fields.