cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/tf3y0o
title: Replication Data for: "The Measure of the Archive: The Robustness of Network Analysis in Early Modern Correspondence"

description: Code and text for "The Measure of the Archive: The Robustness of Network Analysis in Early Modern Correspondence"

This repository contains the code and data necessary to reproduce results and figures as published in the paper. In this paper we removed progressively larger portions of three early modern correspondence networks (which are included here as edge lists, ultimately derived from correspondence metadata) to test networks for robustness.

Primary data tables are in R Data format as used in the robustness scripts, but tab separated values versions of the three primary tables (one for each correspondence dataset) have been included. 

The data have been anonymised by swapping names/IDs with a random key - the full cleaned network data will be released at a later date. 

See the readme at https://github.com/networkingarchives/network_robustness_ca_article for full description of the code, data and how to replicate results.
DOI: 10.15468/dl.kdd496
title: Occurrence Download

description: A dataset containing 36448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Streptomyces Waksman & Henrici, 1943"
 ]
}

 The dataset includes 36448 records from 425 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015454-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cvhupb
title: Occurrence Download

description: A dataset containing 26768 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "Country is one of (New Zealand)",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Falco novaeseelandiae [GBIF Backbone Taxonomy])",
 "OccurrenceStatus is one of (Present)",
 {
 "and" : [
 "Year is greater than or equal to 2005"
 ]
 },
 {
 "not" : {
 "Issue" : [
 "is one of (Zero coordinate, Coordinate out of range, Coordinate invalid, Geodetic datum invalid, Geodetic datum assumed WGS84, Coordinate reprojected, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate accuracy invalid, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country coordinate mismatch, Country mismatch, Country invalid, Recorded date invalid, Recorded date unlikely, Ambiguous collection)"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 26768 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001647-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25911/ebmp-9c92
title: Changes in cricket salivary glands in relation to feeding and amines

description: Images and raw data used to determine effects on cricket salivary glands
description: Data derived from a PhD for N. W. Othman in the Research School of Biology, awarded 2013. Methodologies include HPLC, immunohistochemistry, normal histology, and various forms of mass assessment. Data was collected from crickets either starved or fed to determine how their condition influence their morphology and chemical content of salivary glands.
DOI: 10.15468/dl.5mv5t2
title: Occurrence Download

description: A dataset containing 308 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Heteropsis flexuosa"
 ]
}

 The dataset includes 308 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001648-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.87gw3p
title: Occurrence Download

description: A dataset containing 37173 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 37173 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001649-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9t58f3
title: Occurrence Download

description: A dataset containing 39357 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Squamata"
 ]
}

 The dataset includes 39357 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001651-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.px3gar
title: Occurrence Download

description: A dataset containing 1536 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Testudines"
 ]
}

 The dataset includes 1536 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001653-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.45nb5s
title: Occurrence Download

description: A dataset containing 41899 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "OccurrenceStatus is Present",
 "TaxonKey is Orchidaceae"
 ]
}

 The dataset includes 41899 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001652-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ctjqq
title: Occurrence Download

description: A dataset containing 177 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Russula griseocarnosa)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 177 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001654-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25911/je2b-h722
title: Effect of scale insects on grape cultivars cv. Chardonnay and cv. Sauvignon Blanc

description: Scale insects on cv Sauvignon Blanc appear to cause an increase in plant growth that was absent in control plants and in cv. Chardonnay. Changes in the salicylic acid pathways may be involved.
description: In the greenhouse, rootlings of grapevine cultivars were raised and subjected to infestation with scale insects. The plants were followed over time from December 2017-April 2018, with plant dry mass of roots and shoots measured at harvest in April 2018. Leaves further than 35 cm from location of scale insect infestation were removed, frozen in liquid nitrogen and stored at -80˚C. After all plants were harvested, the frozen leaves were freeze-dried, and volatile compounds measured using headspace solid phase microextraction (HS-SPME) to measure volatile compounds in the leaves. The data from the chemical analysis was compared with scale infestation and growth parameters of the grapevine cultivars
DOI: 10.15468/dl.4jt4na
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Crocodylia"
 ]
}

 The dataset includes 13 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001655-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j3664d
title: Occurrence Download

description: A dataset containing 318 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "Geometry POLYGON((-79.93198 -3.17118,-79.93198 -3.17118,-79.97646 -3.21613,-79.99468 -3.22362,-80.00754 -3.28194,-80.021 -3.29862,-80.02342 -3.35105,-79.98295 -3.4076,-80.0145 -3.45433,-80.11478 -3.55786,-80.00472 -3.61736,-79.94951 -3.89823,-79.69313 -3.81539,-79.43767 -3.66598,-79.54142 -3.42929,-79.74069 -3.32408,-79.77857 -3.20405,-79.93198 -3.17118))",
 "HasGeospatialIssue is false",
 "TaxonKey is Bromeliaceae"
 ]
}

 The dataset includes 318 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001656-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17666930
title: AeroLoop Baseline Audio Dataset: 2025 Edge Impulse Edge AI Contest

description: Small audio dataset of low flying aircraft and negative class recordings.

Collected as a baseline dataset for initialy training an aircraft detection model that will re-train as new audio data becomes avaiable daily.

This will form part of a submission to the 2025 Edge AI Global Virtual Hackathon
DOI: 10.15468/dl.m6ba5c
title: Occurrence Download

description: A dataset containing 267 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pulsatilla tenuiloba"
 ]
}

 The dataset includes 267 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001657-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vnrtrr
title: Occurrence Download

description: A dataset containing 417 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Notopora"
 ]
}

 The dataset includes 417 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001658-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gwh9zv
title: Occurrence Download

description: A dataset containing 1370 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acacia glomerosa"
 ]
}

 The dataset includes 1370 records from 133 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001659-251120083545085/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.30671615
title: <b>Molecular functional diversity of foliar endophytic fungi and their contributions to seedling survival in a subtropical forest</b>

description: We found that FEF transcript diversity was strongly associated with host divergence time and maximum height, and FEF functions significantly enhanced seedling survival through fitness-related and niche-related processes. Among these FEF functions, gene ontology (GO) terms with high host-phylogeny dependence enhance seedling survival through fitness differences associated with multi-organism interactions, while those with high host-trait dependence enhance seedling survival through niche differentiation related to basic life processes. Our findings establish a bridge between microbial functional genomics and modern coexistence theory in natural forests.
DOI: 10.6084/m9.figshare.30671615.v1
title: <b>Molecular functional diversity of foliar endophytic fungi and their contributions to seedling survival in a subtropical forest</b>

description: We found that FEF transcript diversity was strongly associated with host divergence time and maximum height, and FEF functions significantly enhanced seedling survival through fitness-related and niche-related processes. Among these FEF functions, gene ontology (GO) terms with high host-phylogeny dependence enhance seedling survival through fitness differences associated with multi-organism interactions, while those with high host-trait dependence enhance seedling survival through niche differentiation related to basic life processes. Our findings establish a bridge between microbial functional genomics and modern coexistence theory in natural forests.
DOI: 10.5281/zenodo.17666932
title: FSCD :Factory Safety Cross-domain Detection

description: FSCD is a cross-domain industrial safety dataset collected from multiple real-world working scenarios, including open-area operations, greenhouse environments, and cargo-handling scenes with partial occlusions. The dataset contains annotated images for safety helmet and safety harness detection, designed to support research on few-shot and cross-domain object detection.
DOI: 10.5281/zenodo.17666931
title: FSCD :Factory Safety Cross-domain Detection

description: FSCD is a cross-domain industrial safety dataset collected from multiple real-world working scenarios, including open-area operations, greenhouse environments, and cargo-handling scenes with partial occlusions. The dataset contains annotated images for safety helmet and safety harness detection, designed to support research on few-shot and cross-domain object detection.
DOI: 10.15468/dl.jawxaz
title: Occurrence Download

description: A dataset containing 51881 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 51881 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001644-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n2ftcf
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Peru",
 "GadmGid is PER.3_1",
 "TaxonKey is Geranium"
 ]
}

 The dataset includes 17 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001660-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17662950
title: Dataset: 3D printed Underwire insert in Brassiere

description: This set contains data obtained using the FEM analysis of the 3D-printed underwire, Pressure exertion readings and the images of the experiment.
DOI: 10.5281/zenodo.17666787
title: Dataset: 3D printed Underwire insert in Brassiere

description: This set contains data obtained using the FEM analysis of the 3D-printed underwire, Pressure exertion readings and the images of the experiment.
DOI: 10.15468/dl.hbhxwk
title: Occurrence Download

description: A dataset containing 2932 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is Japan",
 "GadmGid is JPN.14.25_1",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2932 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001661-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n32nm2
title: Occurrence Download

description: A dataset containing 1454242 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "OccurrenceStatus is Present",
 "TaxonKey is Artemisia"
 ]
}

 The dataset includes 1454242 records from 4161 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001645-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u2tdzc
title: Occurrence Download

description: A dataset containing 5669 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anthephora Schreb."
 ]
}

 The dataset includes 5669 records from 263 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012775-250415084134356/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.29993308
title: Publication list Max Moulds, Aug 2025.pdf

description: A complete publication list of all the works of Max S. Moulds from 1963 to 2025.
DOI: 10.6084/m9.figshare.29993308.v1
title: Publication list Max Moulds, Aug 2025.pdf

description: A complete publication list of all the works of Max S. Moulds from 1963 to 2025.
DOI: 10.15468/dl.mydbr2
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silene chalcedonica",
 "Country is Latvia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048970-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jpcp2d
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024434-250811113504898/datasets/export for details.
DOI: 10.15468/dl.g7vhcn
title: Occurrence Download

description: A dataset containing 319 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stellaria media",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 319 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024435-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.28srxg
title: Occurrence Download

description: A dataset containing 133 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stellaria media",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 133 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024436-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mj34rj
title: Occurrence Download

description: A dataset containing 60336 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acipenser stellatus, Apalone ferox, Apalone spinifera, Bombina orientalis, Bufo japonicus, Channa argus, Cherax destructor, Cherax quadricarinatus, Cipangopaludina japonica, Corbicula largillierti, Corbicula leana, Cynops pyrrhogaster, Graptemys geographica, Limnoperna fortunei, Ludwigia peruviana, Macrobrachium nipponense, Marisa cornuarietis)",
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Specimen, Machine Observation, Occurrence evidence)",
 "Year is greater than or equal to 1971",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than or equal to 5000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 60336 records from 390 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000110-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/43117
title: Chandra X-ray Observatory ObsId 43117
DOI: 10.25574/43123
title: Chandra X-ray Observatory ObsId 43123
DOI: 10.5281/zenodo.18317397
title: Vernonia rubricaulis Bonpl. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:56
DOI: 10.5281/zenodo.18317396
title: Vernonia rubricaulis Bonpl. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:56
DOI: 10.15468/dl.9vrr6r
title: Occurrence Download

description: A dataset containing 254 species occurrences available in GBIF matching the query:
{
 "and" : [
 "License is CC0 1.0",
 "TaxonKey is Silybum marianum",
 "Year 2025-2026"
 ]
}

 The dataset includes 254 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000259-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hja7b7
title: Occurrence Download

description: A dataset containing 180 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Berberis multiflora"
 ]
}

 The dataset includes 180 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000264-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5r3nqc
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Allium sativum"
 ]
}

 The dataset includes 27 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000258-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18317405
title: Tillandsia arequitae (André) André ex Mez. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:55
DOI: 10.5281/zenodo.18317404
title: Tillandsia arequitae (André) André ex Mez. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:55
DOI: 10.15468/dl.9wj3z6
title: Occurrence Download

description: A dataset containing 633243 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is eButterfly Surveys"
 ]
}

 The dataset includes 633243 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000235-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18317406
title: Verbena officinalis var. gracilescens Cham. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:56