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

description: A dataset containing 979 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Melidectes rufocrissalis (Reichenow, 1915))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 979 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017500-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.punjc7
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Asparagus subscandens F.T.Wang & S.C.Chen"
 ]
}

 The dataset includes 57 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040667-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z53nza
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Ptilinopus granulifrons",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 67 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082310-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zxfaxg
title: Occurrence Download

description: A dataset containing 1636 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidium muelleriferdinandi Thell."
 ]
}

 The dataset includes 1636 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007760-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qyzncb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Appendicula nicobarica Jayanthi, Sumathi & Karthig."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040678-230224095556074/datasets/export for details.
DOI: 10.15468/dl.rs96b5
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Altoparadisium chapadense Filg., Davidse, Zuloaga & Morrone"
 ]
}

 The dataset includes 16 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017538-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xve3v5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Ptilinopus fasciatus",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082312-230530130749713/datasets/export for details.
DOI: 10.15468/dl.tcsger
title: Occurrence Download

description: A dataset containing 152 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oxalis monophylla L."
 ]
}

 The dataset includes 152 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056313-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vghmmv
title: Occurrence Download

description: A dataset containing 237540 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Stellaria graminea L."
 ]
}

 The dataset includes 237540 records from 746 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040597-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cgszcp
title: Occurrence Download

description: A dataset containing 3403810 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is A global database for the distributions of crop wild relatives"
 ]
}

 The dataset includes 3403810 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082308-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ph8rpb
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Melipotes ater Rothschild & E.Hartert, 1911)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 73 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017522-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sez87y
title: Occurrence Download

description: A dataset containing 1052823 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Alnus glutinosa (L.) Gaertn., Allocasuarina littoralis (Salisb.) L.A.S.Johnson, Casuarina glauca Sieber, Casuarina equisetifolia L., Casuarina cunninghamiana Miq., Juglans nigra L., Juglans cinerea L., Juglans ailantifolia Carrière, Myrica gale L., Quercus rubra L.)"
 ]
}

 The dataset includes 1052823 records from 2489 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056334-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18713016
title: Mouse skin lipid MALDI imaging with trapped ion mobility (TIMS) dataset

description: This dataset serves as an exemplary case study data set for the TIMSImaging (Cardinal) software for processing Bruker raw files (.d) from TimsTOF fleX (Bruker).

Wild-type mice on C57 Bl/6 :129sv background were used. The mice were kept in SPF facility with 12h light dark cycle and food and water as libitum. Forepaws from 12-week-old mice were used. After collection the paws snap-frozen in optimal cutting temperature medium. 5 um cryo sections were cut on super-frost microscopic glass slides. The collection of material were approved by Regierungspraesidium Freiburg approval number X-22/02F.

Cryosections were stored at -80°C until usage. First, slides were dried for 1h in a vacuum desiccator and afterwards spray covered with MALDI matrix. 2,5-dihydroxybenzoic acid (DHB) was used as MALDI matrix in a concentration of 40mg/ml in 70% acetoniltrile, 30% water, 0.1%  trifluoroacetic acid. DHB matrix was sprayed with the M3 + sprayer (HTX Technologies, Chapel Hill, NC, USA) with the following parameters: temperature 75°C, nozzle velocity 1200 mm/min, flow rate 100 μL/min, number of passes 8, track spacing 3 mm, pattern CC, drying time 10 s, and nitrogen gas pressure set to 10 psi. MALDI TIMS MS1 imaging datasets were acquired in the positive-ion reflector mode using a timsTOF fleX mass spectrometer (Bruker Daltonics, Bremen, Germany) at a pixel size of 20 × 20 μm, using 600 shots and a laser frequency of 10 kHz. The m/z range was set to m/z 300–1350, the 1/K0 range to 0.7 – 1.96 V•s/cm2  with a ramp time of 200 ms. Tuning parameters were set as  follows: MALDI plate offset 50 V, deflection 1 delta 70 V, funnel 1 RF 500 Vpp, funnel 2 RF 350 Vpp, multiple RF 300 Vpp, collision energy 10 eV, collision RF 1800 Vpp, ion energy 5 eV, transfer time 85 ms, and  pre pulse storage 10 μs.
DOI: 10.5281/zenodo.18713015
title: Mouse skin lipid MALDI imaging with trapped ion mobility (TIMS) dataset

description: This dataset serves as an exemplary case study data set for the TIMSImaging (Cardinal) software for processing Bruker raw files (.d) from TimsTOF fleX (Bruker).

Wild-type mice on C57 Bl/6 :129sv background were used. The mice were kept in SPF facility with 12h light dark cycle and food and water as libitum. Forepaws from 12-week-old mice were used. After collection the paws snap-frozen in optimal cutting temperature medium. 5 um cryo sections were cut on super-frost microscopic glass slides. The collection of material were approved by Regierungspraesidium Freiburg approval number X-22/02F.

Cryosections were stored at -80°C until usage. First, slides were dried for 1h in a vacuum desiccator and afterwards spray covered with MALDI matrix. 2,5-dihydroxybenzoic acid (DHB) was used as MALDI matrix in a concentration of 40mg/ml in 70% acetoniltrile, 30% water, 0.1%  trifluoroacetic acid. DHB matrix was sprayed with the M3 + sprayer (HTX Technologies, Chapel Hill, NC, USA) with the following parameters: temperature 75°C, nozzle velocity 1200 mm/min, flow rate 100 μL/min, number of passes 8, track spacing 3 mm, pattern CC, drying time 10 s, and nitrogen gas pressure set to 10 psi. MALDI TIMS MS1 imaging datasets were acquired in the positive-ion reflector mode using a timsTOF fleX mass spectrometer (Bruker Daltonics, Bremen, Germany) at a pixel size of 20 × 20 μm, using 600 shots and a laser frequency of 10 kHz. The m/z range was set to m/z 300–1350, the 1/K0 range to 0.7 – 1.96 V•s/cm2  with a ramp time of 200 ms. Tuning parameters were set as  follows: MALDI plate offset 50 V, deflection 1 delta 70 V, funnel 1 RF 500 Vpp, funnel 2 RF 350 Vpp, multiple RF 300 Vpp, collision energy 10 eV, collision RF 1800 Vpp, ion energy 5 eV, transfer time 85 ms, and  pre pulse storage 10 μs.
DOI: 10.15468/dl.wrzadg
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trichomycterus straminius",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 29 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032141-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/4xnbyz
title: 2025_Citizen_Participation_Observation_information_NSMK_PL_3067

description: These records are provided by the National Science Museum of Korea through the National Natural History Research Information System.
The dataset contains curated biodiversity occurrence records generated through a citizen-participatory monitoring project, in which citizen participants contribute biodiversity observations from their local regions.
Citizen-contributed observation records were subsequently taxonomically identified and validated under institutional data curation workflows.
DOI: 10.15468/dl.t4bzy5
title: Occurrence Download

description: A dataset containing 434 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Niviventer tenaster"
 ]
}

 The dataset includes 434 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032142-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vvakcy
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cordylancistrus tayrona",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 30 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032143-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18713717
title: BIZNES ASOSLARI VA GʻOYALARINI SHAKLLANTIRISH IMKONIYATLARI

description: Maqolada dunyodagi kambag‘allik darajasi to‘g‘risidagi ma’lumotlar ochib berilgan, shuningdek, ushbu muammoni hal qilishning oqilona yo‘nalishlari mavjud. Taqdim etilgan yechimlar dunyoning istalgan davlatida amalga oshirilishi mumkin. Kompleks yondashuv bilan ushbu yechimlar kambag‘allik muammosini to‘liq bartaraf etishga yoki uni minimal darajaga tushirishga yordam beradi.
DOI: 10.5281/zenodo.18713718
title: BIZNES ASOSLARI VA GʻOYALARINI SHAKLLANTIRISH IMKONIYATLARI

description: Maqolada dunyodagi kambag‘allik darajasi to‘g‘risidagi ma’lumotlar ochib berilgan, shuningdek, ushbu muammoni hal qilishning oqilona yo‘nalishlari mavjud. Taqdim etilgan yechimlar dunyoning istalgan davlatida amalga oshirilishi mumkin. Kompleks yondashuv bilan ushbu yechimlar kambag‘allik muammosini to‘liq bartaraf etishga yoki uni minimal darajaga tushirishga yordam beradi.
DOI: 10.15468/dl.m32jgv
title: Occurrence Download

description: A dataset containing 13732 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zostera noltii"
 ]
}

 The dataset includes 13732 records from 274 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032140-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ncapkn
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Astroblepus curitiensis",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 33 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032144-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3z8uum
title: Occurrence Download

description: A dataset containing 18311569 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Living Specimen, Occurrence evidence)",
 "Country is Chile",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 18311569 records from 1184 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032037-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13959350
title: Acoustic recording: Pihaena (Moorea Island) January 2021

description: Dataset

"Highlighting the resilience potential of marine protected areas in the face of coral bleaching with passive acoustic monitoring"

Status: Marine Protected Area, coast: North, site: Pihaena, island: Moorea Island, depth:  10 m, position: external slope of the barrier reef, latitude: -17.4765, longitude: -149.8291, year: 2021, month: January, format: wav. The files are named DDHHMMSS (DD = day, HH = hour, MM = minutes, SS = seconds). 

Sampling frequency: 44.1 kHz, type of recorder: SNAP, type of hydrophone: HTI-96, sensitivity: −169.6 dB re 1 V µPa^-1, gain: between 2 and 2.05 dB, acquisition: continuously.

This research is funded by two grants attributed to Xavier Raick. The first one is from the King Leopold III Fund for Nature Exploration and Conservation and the second one is from the University of Liège “financement mission scientifique”. This research is part of the project “Acoustics to Assess the Health Status of Reefs” hosted by the Ocean Decade Research Programme on the Maritime Acoustic Environment (OD-MAE) endorsed by the 2021-2030 United Nations Decade of Ocean Science for Sustainable Development (UNESCO).

More information can be found in the main text and in the Supplementary Materials of the related article by Raick et al. ""Highlighting the resilience potential of marine protected areas in the face of coral bleaching with passive acoustic monitoring".
DOI: 10.5281/zenodo.13959351
title: Acoustic recording: Pihaena (Moorea Island) January 2021

description: Dataset

"Highlighting the resilience potential of marine protected areas in the face of coral bleaching with passive acoustic monitoring"

Status: Marine Protected Area, coast: North, site: Pihaena, island: Moorea Island, depth:  10 m, position: external slope of the barrier reef, latitude: -17.4765, longitude: -149.8291, year: 2021, month: January, format: wav. The files are named DDHHMMSS (DD = day, HH = hour, MM = minutes, SS = seconds). 

Sampling frequency: 44.1 kHz, type of recorder: SNAP, type of hydrophone: HTI-96, sensitivity: −169.6 dB re 1 V µPa^-1, gain: between 2 and 2.05 dB, acquisition: continuously.

This research is funded by two grants attributed to Xavier Raick. The first one is from the King Leopold III Fund for Nature Exploration and Conservation and the second one is from the University of Liège “financement mission scientifique”. This research is part of the project “Acoustics to Assess the Health Status of Reefs” hosted by the Ocean Decade Research Programme on the Maritime Acoustic Environment (OD-MAE) endorsed by the 2021-2030 United Nations Decade of Ocean Science for Sustainable Development (UNESCO).

More information can be found in the main text and in the Supplementary Materials of the related article by Raick et al. ""Highlighting the resilience potential of marine protected areas in the face of coral bleaching with passive acoustic monitoring".
DOI: 10.15468/w78mxd
title: Canadian Maritimes Fishermen and Scientists Research Society Lobster Recruitment Index from Standard Traps- 2003+

description: American lobster (Homarus americanus)is a highly prized and valuable commercial species. A primary research focus for the Fishermen and Scientists Research Society (FSRS) is the recruitment of lobster into the commercial fishery (become large enough to catch). During the regular commercial season, over 100 volunteer fishermen on Canada's east coast count, sex and measure the size of lobsters from their science traps and record them in a logbook. They also indicate if lobsters are berried, tagged, and/or v-notched. Participants also monitor bottom temperatures by placing a computerized temperature recorder, or VEMCO minilog, in one of their project traps for the entire season. The resulting information are subsequently quality controlled by a data manager, loaded to a relational database and routinely used for resource management purposes including American lobster assessments.
DOI: 10.5281/zenodo.18546639
title: Acoustic recording: Pihaena (Moorea Island) February 2021

description: Dataset

"Highlighting the resilience potential of marine protected areas in the face of coral bleaching with passive acoustic monitoring"

Status: Marine Protected Area, coast: North, site: Pihaena, island: Moorea Island, depth:  10 m, position: external slope of the barrier reef, latitude: -17.4765, longitude: -149.8291, year: 2021, month: February, format: wav. The files are named DDHHMMSS (DD = day, HH = hour, MM = minutes, SS = seconds). 

Sampling frequency: 44.1 kHz, type of recorder: SNAP, type of hydrophone: HTI-96, sensitivity: −169.6 dB re 1 V µPa^-1, gain: between 2 and 2.05 dB, acquisition: continuously.

This research is funded by two grants attributed to Xavier Raick. The first one is from the King Leopold III Fund for Nature Exploration and Conservation and the second one is from the University of Liège “financement mission scientifique”. This research is part of the project “Acoustics to Assess the Health Status of Reefs” hosted by the Ocean Decade Research Programme on the Maritime Acoustic Environment (OD-MAE) endorsed by the 2021-2030 United Nations Decade of Ocean Science for Sustainable Development (UNESCO).

More information can be found in the main text and in the Supplementary Materials of the related article by Raick et al. ""Highlighting the resilience potential of marine protected areas in the face of coral bleaching with passive acoustic monitoring".
DOI: 10.5281/zenodo.18546638
title: Acoustic recording: Pihaena (Moorea Island) February 2021

description: Dataset

"Highlighting the resilience potential of marine protected areas in the face of coral bleaching with passive acoustic monitoring"

Status: Marine Protected Area, coast: North, site: Pihaena, island: Moorea Island, depth:  10 m, position: external slope of the barrier reef, latitude: -17.4765, longitude: -149.8291, year: 2021, month: February, format: wav. The files are named DDHHMMSS (DD = day, HH = hour, MM = minutes, SS = seconds). 

Sampling frequency: 44.1 kHz, type of recorder: SNAP, type of hydrophone: HTI-96, sensitivity: −169.6 dB re 1 V µPa^-1, gain: between 2 and 2.05 dB, acquisition: continuously.

This research is funded by two grants attributed to Xavier Raick. The first one is from the King Leopold III Fund for Nature Exploration and Conservation and the second one is from the University of Liège “financement mission scientifique”. This research is part of the project “Acoustics to Assess the Health Status of Reefs” hosted by the Ocean Decade Research Programme on the Maritime Acoustic Environment (OD-MAE) endorsed by the 2021-2030 United Nations Decade of Ocean Science for Sustainable Development (UNESCO).

More information can be found in the main text and in the Supplementary Materials of the related article by Raick et al. ""Highlighting the resilience potential of marine protected areas in the face of coral bleaching with passive acoustic monitoring".
DOI: 10.15468/dl.23c36u
title: Occurrence Download

description: A dataset containing 1583 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lutra lutra",
 "Country is Germany",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 2000-2025"
 ]
}

 The dataset includes 1583 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032146-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18713618
title: Code and Data for the Paper "Graph Colouring: A Visual Tour"

description: This resource contains the code and graphs used to generate all the figures in the paper

"Graph Colouring: A Visual Tour", by R. Lewis (2026). 

Running the Python code in MakeFigs.py will generate all figures using the supplied text files. The libraries networkx, matplotlib and gcol can be installed via pip. (See https://gcol.readthedocs.io/en/latest/ for further details).