cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.60712/si-id277116.1
title: StrainInfo SI-ID 277116.1

description: StrainInfo dataset 277116 about a strain of Bipolaris sorokiniana. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id277173.1
title: StrainInfo SI-ID 277173.1

description: StrainInfo dataset 277173 about a strain of Perenniporia corticola. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id277174.1
title: StrainInfo SI-ID 277174.1

description: StrainInfo dataset 277174 about a strain of Perenniporia corticola. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id277175.1
title: StrainInfo SI-ID 277175.1

description: StrainInfo dataset 277175 about a strain of Perenniporia corticola. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id277176.1
title: StrainInfo SI-ID 277176.1

description: StrainInfo dataset 277176 about a strain of Perenniporia corticola. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id277177.1
title: StrainInfo SI-ID 277177.1

description: StrainInfo dataset 277177 about a strain of Perenniporia corticola. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.2egth8
title: Occurrence Download

description: A dataset containing 466 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acanthus spinosus L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 466 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0285561-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id277043.1
title: StrainInfo SI-ID 277043.1

description: StrainInfo dataset 277043 about a strain of Penicillium chrysogenum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id277044.1
title: StrainInfo SI-ID 277044.1

description: StrainInfo dataset 277044 about a strain of Nannizziopsis vriesii. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id277045.1
title: StrainInfo SI-ID 277045.1

description: StrainInfo dataset 277045 about a strain of Cryptococcus neoformans var. grubii. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.e78n8x
title: Occurrence Download

description: A dataset containing 573 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Afrotrilepis pilosa (Boeckeler) J.Raynal"
 ]
}

 The dataset includes 573 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072508-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id277046.1
title: StrainInfo SI-ID 277046.1

description: StrainInfo dataset 277046 about a strain of Trichophyton mentagrophytes. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id277117.1
title: StrainInfo SI-ID 277117.1

description: StrainInfo dataset 277117 about a strain of Pyrenophora tritici-repentis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id277118.1
title: StrainInfo SI-ID 277118.1

description: StrainInfo dataset 277118 about a strain of Pyrenophora tritici-repentis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id277119.1
title: StrainInfo SI-ID 277119.1

description: StrainInfo dataset 277119 about a strain of Pyrenophora tritici-repentis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id277178.1
title: StrainInfo SI-ID 277178.1

description: StrainInfo dataset 277178 about a strain of Perenniporia corticola. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id277179.1
title: StrainInfo SI-ID 277179.1

description: StrainInfo dataset 277179 about a strain of Perenniporia corticola. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id277180.1
title: StrainInfo SI-ID 277180.1

description: StrainInfo dataset 277180 about a strain of Perenniporia corticola. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id277047.1
title: StrainInfo SI-ID 277047.1

description: StrainInfo dataset 277047 about a strain of Trichophyton mentagrophytes. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id277048.1
title: StrainInfo SI-ID 277048.1

description: StrainInfo dataset 277048 about a strain of Cladosporium variabile. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id277049.1
title: StrainInfo SI-ID 277049.1

description: StrainInfo dataset 277049 about a strain of Nannizzia gypsea. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id277050.1
title: StrainInfo SI-ID 277050.1

description: StrainInfo dataset 277050 about a strain of Sporothrix schenckii. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id277120.1
title: StrainInfo SI-ID 277120.1

description: StrainInfo dataset 277120 about a strain of Pyrenophora tritici-repentis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.2rzhf9
title: Occurrence Download

description: A dataset containing 1120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lycopus exaltatus L.f.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1120 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0299828-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id277121.1
title: StrainInfo SI-ID 277121.1

description: StrainInfo dataset 277121 about a strain of Bipolaris sorokiniana. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id277122.1
title: StrainInfo SI-ID 277122.1

description: StrainInfo dataset 277122 about a strain of Bipolaris sorokiniana. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id277123.1
title: StrainInfo SI-ID 277123.1

description: StrainInfo dataset 277123 about a strain of Bipolaris sorokiniana. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.dqdemq
title: Occurrence Download

description: A dataset containing 15525 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gambusia holbrooki Girard, 1859"
 ]
}

 The dataset includes 15525 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074546-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2024-01.3005986/2550719
title: Data for EMSL Project 60580 from January 2024
DOI: 10.25582/data.2024-01.3005987/2550720
title: Data for EMSL Project 60580 from January 2024
DOI: 10.25582/data.2024-01.3005988/2550721
title: Data for EMSL Project 60580 from January 2024
DOI: 10.25582/data.2024-01.3005989/2550722
title: Data for EMSL Project 60580 from January 2024
DOI: 10.25582/data.2024-01.3005990/2550723
title: Data for EMSL Project 60580 from January 2024
DOI: 10.15468/dl.dpe64k
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gleditsia triacanthos",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021038-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6kdawn
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galinsoga parviflora",
 "Country is Zimbabwe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021037-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2dfufg
title: Occurrence Download

description: A dataset containing 387 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Felis catus",
 "Country is Indonesia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 387 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021039-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xpcqj8
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021044-250717081556266/datasets/export for details.
DOI: 10.15468/dl.br89h9
title: Occurrence Download

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

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021041-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tjvrhs
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021042-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2bjxqh
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021043-250717081556266/datasets/export for details.
DOI: 10.5281/zenodo.15270007
title: Energy Domain Datasets

description: This is new benchmark datasets derived from real‑world energy industry sources, comprising manually validated ground‑truth annotations aligned with the energy domain ontology, to foster reproducible evaluation and accelerate future research.
DOI: 10.5281/zenodo.15270008
title: Energy Domain Datasets

description: This is new benchmark datasets derived from real‑world energy industry sources, comprising manually validated ground‑truth annotations aligned with the energy domain ontology, to foster reproducible evaluation and accelerate future research.
DOI: 10.15468/dl.dgebk5
title: Occurrence Download

description: A dataset containing 67693 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Amaranthus retroflexus, Amaranthus retroflexus salicifolius, Amaranthus strictus, Amaranthus bullatus, Amaranthus rigidus, Galliaria scabra, Amaranthus spicatus, Amaranthus recurvatus, Amaranthus texidoris, Amaranthus bulgaricus, Amaranthus tremolsii, Amaranthus retroflexus rubricaulis, Amaranthus retroflexus rubricaulis, Amaranthus curvifolius, Amaranthus chlorostachys, Amaranthus retroflexus major, Amaranthus retroflexus rubricaulis, Amaranthus wilczekii, Amaranthus retroflexus genuinus, Amaranthus dubius, Amaranthus retroflexus retroflexus, Amaranthus retroflexus genuinus, Amaranthus retroflexus salicifolius, Amaranthus johnstonii, Amaranthus rigidus, Amaranthus delilei, Amaranthus bullatus, Galliaria retroflexa, Pyxidium retroflexum, Amaranthus retroflexus delilei, Amaranthus patulus delilei, Amaranthus retroflexus delilei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 67693 records from 847 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021016-250717081556266/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.29608574
title: Conservation impacts, hidden actions & insights for adaptive management from a randomized controlled trial of a marine pay-to-release program

description: Presentation given at the Society for Conservation Biology International Congress for Conservation Biology 2025.Large, long-lived marine animals (‘marine megafauna’) are amongst the world’s most threatened taxa, primarily due to overfishing. Small-scale fisheries (SSFs), which are ubiquitous throughout tropical coastal waters in biodiverse ocean reasons, are a significant source of marine megafauna mortality and also characterised by high household reliance on fisheries, where all catches have economic or subsistence value. Therefore, efforts to conserve marine megafauna in SSFs create direct trade-offs between conservation and human wellbeing, with coastal communities often facing inequitable burdens of the costs of conservation. Incentive-based approaches (e.g., paying resource users to engage in conservation) offer a promising yet untested approach for addressing this trade-off in SSFs, and delivering positive outcomes for nature and people. Here we present a design process, preliminary results and lessons learned from the world's first randomised control trial of a pay-to-release scheme for Critically Endangered marine megafauna in small-scale fisheries, which aimed to deliver biodiversity and wellbeing outcomes. Our talk will demonstrate both the promise and pitfalls of incentive-based conservation programs, and offer scalable methods and approaches for designing and testing nature- and people-positive marine conservation interventions elsewhere.
DOI: 10.6084/m9.figshare.29608574.v1
title: Conservation impacts, hidden actions & insights for adaptive management from a randomized controlled trial of a marine pay-to-release program

description: Presentation given at the Society for Conservation Biology International Congress for Conservation Biology 2025.Large, long-lived marine animals (‘marine megafauna’) are amongst the world’s most threatened taxa, primarily due to overfishing. Small-scale fisheries (SSFs), which are ubiquitous throughout tropical coastal waters in biodiverse ocean reasons, are a significant source of marine megafauna mortality and also characterised by high household reliance on fisheries, where all catches have economic or subsistence value. Therefore, efforts to conserve marine megafauna in SSFs create direct trade-offs between conservation and human wellbeing, with coastal communities often facing inequitable burdens of the costs of conservation. Incentive-based approaches (e.g., paying resource users to engage in conservation) offer a promising yet untested approach for addressing this trade-off in SSFs, and delivering positive outcomes for nature and people. Here we present a design process, preliminary results and lessons learned from the world's first randomised control trial of a pay-to-release scheme for Critically Endangered marine megafauna in small-scale fisheries, which aimed to deliver biodiversity and wellbeing outcomes. Our talk will demonstrate both the promise and pitfalls of incentive-based conservation programs, and offer scalable methods and approaches for designing and testing nature- and people-positive marine conservation interventions elsewhere.
DOI: 10.6084/m9.figshare.29608541
title: UAV-GCS Intrusion Detection Dataset (UAV-GCS-IDS)

description: The UAV-GCS-IDS dataset is designed for evaluating intrusion detection systems (IDS) in Unmanned Aerial Vehicle (UAV) communication environments. It captures network traffic between Ground Control Stations (GCS) and UAVs under both benign and malicious conditions. The dataset includes 10 multiclass labels, covering normal communication and 9 distinct cyberattack types such as DDoS, DoS, MITM, Scanning, Fake Landing, and Replay attacks. Each record is extracted from .pcap files using feature engineering and is structured in tabular format for use in machine learning-based IDS research.
DOI: 10.6084/m9.figshare.29608541.v1
title: UAV-GCS Intrusion Detection Dataset (UAV-GCS-IDS)

description: The UAV-GCS-IDS dataset is designed for evaluating intrusion detection systems (IDS) in Unmanned Aerial Vehicle (UAV) communication environments. It captures network traffic between Ground Control Stations (GCS) and UAVs under both benign and malicious conditions. The dataset includes 10 multiclass labels, covering normal communication and 9 distinct cyberattack types such as DDoS, DoS, MITM, Scanning, Fake Landing, and Replay attacks. Each record is extracted from .pcap files using feature engineering and is structured in tabular format for use in machine learning-based IDS research.
DOI: 10.15468/dl.ybqu4x
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Varanus panoptes)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021045-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bssju5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Varanus panoptes)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021047-250717081556266/datasets/export for details.