cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.3yjf26
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rumex kerneri",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 18 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012637-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.76ytw6
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012638-250914085247600/datasets/export for details.
DOI: 10.15468/dl.jvwbhb
title: Occurrence Download

description: A dataset containing 1283 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erythrostemon mexicanus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1283 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012635-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mxyarm
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rumex kerneri",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 27 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012636-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.md6n8k
title: Occurrence Download

description: A dataset containing 6294 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "Year is 1923"
 ]
}

 The dataset includes 6294 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012640-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h37waj
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rumex kerneri",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 66 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012641-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5jcx34
title: Occurrence Download

description: A dataset containing 383 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erythrostemon palmeri",
 "HasCoordinate is true"
 ]
}

 The dataset includes 383 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012642-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.54c4e5
title: Occurrence Download

description: A dataset containing 1107513 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Belgium, Germany, Netherlands)",
 "TaxonKey is one of (Ondatra zibethicus, Myocastor coypus)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1107513 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012611-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mnynmx
title: Occurrence Download

description: A dataset containing 8655 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "Year is 1924"
 ]
}

 The dataset includes 8655 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012643-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pg8kd8
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rumex longifolius",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 26 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012646-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aa39q3
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rumex longifolius",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012644-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kq25aq
title: Occurrence Download

description: A dataset containing 224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rumex longifolius",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 224 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012647-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7u3fn5
title: Occurrence Download

description: A dataset containing 701 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erythrostemon yucatanensis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 701 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012645-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cmv9q4
title: Occurrence Download

description: A dataset containing 2175 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Pionus, Amazona, Ara, Brotogeris)"
 ]
}

 The dataset includes 2175 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012648-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17148623
title: Synthetic Incident Reports

description: This synthetic dataset, Synthetic Incident Reports Dataset, has been created solely for academic research and evaluation purposes within the project Zero-Knowledge Proof Framework for Secure Cyber Incident Reporting.

The dataset is the intellectual property of the authors and is distributed under a non-exclusive license for research, academic, and non-commercial use only. Any redistribution, modification, or commercial use requires prior written permission from the authors.

All rights reserved.

Purpose:This dataset was generated to simulate real-world cyber incident reporting scenarios in order to evaluate the performance of the proposed Zero-Knowledge Proof Framework. It provides a controlled, privacy-preserving benchmark for assessing latency, throughput, scalability, and resource efficiency under burst-load conditions.

Composition:





Number of Records: Configurable between 1,000–10,000 daily reports for experiments.




Format: Comma-Separated Values (CSV).




Fields (example structure):





report_id – Unique identifier for each incident report.




timestamp – Simulated time of report submission.




incident_type – Category of incident (e.g., phishing, malware, insider threat).




severity – Assigned severity level (e.g., Low, Medium, High, Critical).




affected_system – System or service impacted by the incident.




description – Synthetic narrative describing the incident.




reporter_role – Role of the reporting entity (e.g., SOC analyst, IT admin).




organization_id – Synthetic identifier for the reporting organization.





Generation Method:The dataset was synthetically generated using randomized incident attributes and structured fields to reflect realistic reporting patterns while avoiding exposure of sensitive operational data. It was designed to be representative of enterprise- and national-level reporting volumes.

Use in Experiments:





Served as input for ZKP proof generation and verification simulations.




Enabled measurement of average latency, throughput, and verification complexity under varying burst sizes (500–2,000 reports).




Supported scalability tests by scaling from 1,000 to 10,000 reports/day.



Relevance:This dataset provides a reproducible, non-sensitive benchmark for evaluating privacy-preserving, verifiable, and scalable incident reporting frameworks. It allows other researchers to replicate experiments without access to confidential incident data.
DOI: 10.5281/zenodo.17148624
title: Synthetic Incident Reports

description: This synthetic dataset, Synthetic Incident Reports Dataset, has been created solely for academic research and evaluation purposes within the project Zero-Knowledge Proof Framework for Secure Cyber Incident Reporting.

The dataset is the intellectual property of the authors and is distributed under a non-exclusive license for research, academic, and non-commercial use only. Any redistribution, modification, or commercial use requires prior written permission from the authors.

All rights reserved.

Purpose:This dataset was generated to simulate real-world cyber incident reporting scenarios in order to evaluate the performance of the proposed Zero-Knowledge Proof Framework. It provides a controlled, privacy-preserving benchmark for assessing latency, throughput, scalability, and resource efficiency under burst-load conditions.

Composition:





Number of Records: Configurable between 1,000–10,000 daily reports for experiments.




Format: Comma-Separated Values (CSV).




Fields (example structure):





report_id – Unique identifier for each incident report.




timestamp – Simulated time of report submission.




incident_type – Category of incident (e.g., phishing, malware, insider threat).




severity – Assigned severity level (e.g., Low, Medium, High, Critical).




affected_system – System or service impacted by the incident.




description – Synthetic narrative describing the incident.




reporter_role – Role of the reporting entity (e.g., SOC analyst, IT admin).




organization_id – Synthetic identifier for the reporting organization.





Generation Method:The dataset was synthetically generated using randomized incident attributes and structured fields to reflect realistic reporting patterns while avoiding exposure of sensitive operational data. It was designed to be representative of enterprise- and national-level reporting volumes.

Use in Experiments:





Served as input for ZKP proof generation and verification simulations.




Enabled measurement of average latency, throughput, and verification complexity under varying burst sizes (500–2,000 reports).




Supported scalability tests by scaling from 1,000 to 10,000 reports/day.



Relevance:This dataset provides a reproducible, non-sensitive benchmark for evaluating privacy-preserving, verifiable, and scalable incident reporting frameworks. It allows other researchers to replicate experiments without access to confidential incident data.
DOI: 10.15468/dl.krbaqz
title: Occurrence Download

description: A dataset containing 6364 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "Year is 1925"
 ]
}

 The dataset includes 6364 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012649-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfz2cw
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rumex longifolius",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012652-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e75cu9
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rumex longifolius",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012651-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ub6wae
title: Occurrence Download

description: A dataset containing 155 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rumex longifolius",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 155 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012653-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e3vakn
title: Occurrence Download

description: A dataset containing 225 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Havardia campylacantha",
 "HasCoordinate is true"
 ]
}

 The dataset includes 225 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012654-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zjujqq
title: Occurrence Download

description: A dataset containing 338298 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Aves",
 "StateProvince is California",
 "Year is one of (2022)"
 ]
}

 The dataset includes 338298 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012639-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wu4js4
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Geometry POLYGON((-74.12754 10.57126,-73.47294 10.4391,-73.52004 11.02544,-73.71103 11.3156,-74.12754 11.12336,-74.12754 10.57126))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cecropia"
 ]
}

 The dataset includes 85 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012655-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e9c97c
title: Occurrence Download

description: A dataset containing 5762270 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "StateProvince is one of (Antioquia)"
 ]
}

 The dataset includes 5762270 records from 891 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012616-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s6wc4r
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Hebius johannis (Boulenger, 1908)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092397-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d0pzfx
title: Occurrence Download

description: A dataset containing 1548080 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Onagraceae"
 ]
}

 The dataset includes 1548080 records from 1098 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012198-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.af9suz
title: Occurrence Download

description: A dataset containing 460668 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "MediaType is Image",
 "TaxonKey is Salix L."
 ]
}

 The dataset includes 460668 records from 302 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020047-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eshyy6
title: Occurrence Download

description: A dataset containing 4865 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phormium colensoi Hook.f.",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4865 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024099-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.envle0
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Platysteira albifrons Sharpe, 1873"
 ]
}

 The dataset includes 47 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012198-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fs2x9e
title: Occurrence Download

description: A dataset containing 271 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Rhadinaea gaigeae Bailey, 1937"
 ]
}

 The dataset includes 271 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092398-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wlvb7r
title: Occurrence Download

description: A dataset containing 1680 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Primolius maracana (Vieillot, 1816)"
 ]
}

 The dataset includes 1680 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012198-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wkvjyv
title: Occurrence Download

description: A dataset containing 50939 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbarium JACA. Instituto Pirenaico de Ecología-CSIC"
 ]
}

 The dataset includes 50939 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001616-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tzq46g
title: Occurrence Download

description: A dataset containing 2844 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cleonia lusitanica (L.) L."
 ]
}

 The dataset includes 2844 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092439-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pyk5lj
title: Occurrence Download

description: A dataset containing 9948 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Bees of Canada / Gschwendtner property collection"
 ]
}

 The dataset includes 9948 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012198-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xgwty9
title: Occurrence Download

description: A dataset containing 1095 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aeschynomene evenia C.Wright"
 ]
}

 The dataset includes 1095 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092414-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/rhx-tnk-czt
title: Rumex stenophyllus Ledeb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rhx-22n-6bb
title: Carex brunnescens (Pers.) Poir.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rhx-y7a-yx6
title: Rubus chamaemorus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rhy-95y-tlv
title: Poa humilis Ehrh. ex Hoffm.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rhy-98s-cj6
title: Neottia ovata (L.) Hartm.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rhy-9kj-3tn
title: Thalictrum simplex subsp. boreale (F. Nyl.) Á. Löve & D. Löve

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rhy-awx-vbk
title: Carex atrata L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rhy-bqp-58q
title: Geranium pusillum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rhy-mvg-1qh
title: Dryopteris carthusiana (Vill.) H. P. Fuchs

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/rhy-mzp-k3j
title: Carex × grahamii Boott

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.