cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14678678
title: The role of microscopic displacement dynamics for underground hydrogen versus natural gas storage in fractured reservoirs

description: This dataset contains X-ray CT images from Experiment 2 of the study titled "Drainage, Imbibition, and Trapping Behavior of Hydrogen versus Methane in Fractured Limestone from a Natural Gas Storage Aquifer in Belgium." Experiment 2 was conducted on a fractured reservoir rock sample with a diameter of 25 mm, a fracture width of 255 µm, and a length of 45 mm. Due to the limited field of view of the scanner, the sample was scanned in two parts—top and bottom—for the dry scan. Fluids (gas or brine) were injected from the bottom of the vertically mounted sample, and multiphase flow scans were performed exclusively on the bottom part (near the injection point). The dataset includes experiments for drainage and imbibition using hydrogen, methane, and a 95:5 hydrogen-methane mixture (based on partial pressure).
DOI: 10.5281/zenodo.14678679
title: The role of microscopic displacement dynamics for underground hydrogen versus natural gas storage in fractured reservoirs

description: This dataset contains X-ray CT images from Experiment 2 of the study titled "Drainage, Imbibition, and Trapping Behavior of Hydrogen versus Methane in Fractured Limestone from a Natural Gas Storage Aquifer in Belgium." Experiment 2 was conducted on a fractured reservoir rock sample with a diameter of 25 mm, a fracture width of 255 µm, and a length of 45 mm. Due to the limited field of view of the scanner, the sample was scanned in two parts—top and bottom—for the dry scan. Fluids (gas or brine) were injected from the bottom of the vertically mounted sample, and multiphase flow scans were performed exclusively on the bottom part (near the injection point). The dataset includes experiments for drainage and imbibition using hydrogen, methane, and a 95:5 hydrogen-methane mixture (based on partial pressure).
DOI: 10.15468/dl.9gewxb
title: Occurrence Download

description: A dataset containing 252 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scomber australasicus Cuvier, 1832",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 252 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000578-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13255197
title: FOR-species20K dataset

description: Description

Data for benchmarking tree species classification from proximally-sensed laser scanning data.

Data split and usage

The data is split into:



Development data (dev): these includes 90% of the trees in the dataset and consists of individual tree point clouds (*.laz) named according to the treeID column available in the tree_metadata_dev.csv file, from which tree_species labels are available. These data are meant to be used for model development and can thus be further split into training and validation datasets.

Test data (test): these are 10% of the trees (balanced sample) and include individual tree point clouds (*.laz) but, for benchmarking purposes, the species labels are witheld for benchmarking purposes. Thus to make use of the test data the users should predict species on the test trees, and output a table (.csv file) with a row per predicted tree and two columns (treeID and predicted_species). This table can then be used to create a new submission in the FOR-species20K Codabench benchmarking platform and obtain the evaluation metrics corresponding to the test data.


Cite

Any scientific publication using the data should cite the following paper:

Puliti, S., Lines, E., Müllerová, J., Frey, J., Schindler, Z., Straker, A., Allen, M.J., Winiwarter, L., Rehush, N., Hristova, H., Murray, B., Calders, K., Terryn, L., Coops, N., Höfle, B., Krůček, M., Krokm, G., Král, K., Luck, L., Levick, S.R., Missarov, A., Mokroš, M., Owen, H., Stereńczak, K., Pitkänen, T.P., Puletti, N., Saarinen, N., Hopkinson, C., Torresan, C., Tomelleri, E., Weiser, H., Junttila, S., and Astrup, R. (2025) Benchmarking tree species classification from proximally-sensed laser scanning data: introducing the FOR-species20K dataset. Methods in Ecology and Evolution, 00,1–18. Available here
DOI: 10.5281/zenodo.13322568
title: Braconidae

description: This is a specimen based database containing information on taxa of all levels within the Braconidae (Hymenoptera). Taxon pages may be generated at all hierarchical levels including the species level. A typical species page, for example includes a chronogram (bar graph) showing monthly capture data, links to pdf__s of all original and subsequent descriptions, synonyms and other nomenclatorial information, list of host species e.g. lepidopteran larvae and its host plant, habitus and detailed images of taxonomic importance, a table with all geographic, temporal and biological information associated with each specimen, and links to images and data concerning the type specimen and those of junior synonyms and subspecies. At higher taxonomic levels, e.g., genus, the same information , if applicable is available as well as the following: a list of all recognized species with links to their respective species pages; group images of each important body part, such that lateral habitus images of all species can be shown, or all images of the heads of all species. We will be developing a capability for this to function as a pictorial key in the near future. http://www.sharkeylab.org/sharkeylab/sharkeyProjects.html
DOI: 10.5281/zenodo.13322569
title: Braconidae

description: This is a specimen based database containing information on taxa of all levels within the Braconidae (Hymenoptera). Taxon pages may be generated at all hierarchical levels including the species level. A typical species page, for example includes a chronogram (bar graph) showing monthly capture data, links to pdf__s of all original and subsequent descriptions, synonyms and other nomenclatorial information, list of host species e.g. lepidopteran larvae and its host plant, habitus and detailed images of taxonomic importance, a table with all geographic, temporal and biological information associated with each specimen, and links to images and data concerning the type specimen and those of junior synonyms and subspecies. At higher taxonomic levels, e.g., genus, the same information , if applicable is available as well as the following: a list of all recognized species with links to their respective species pages; group images of each important body part, such that lateral habitus images of all species can be shown, or all images of the heads of all species. We will be developing a capability for this to function as a pictorial key in the near future. http://www.sharkeylab.org/sharkeylab/sharkeyProjects.html
DOI: 10.5281/zenodo.14600532
title: The role of microscopic displacement dynamics for underground hydrogen versus natural gas storage in fractured reservoirs

description: This dataset contains X-ray CT images from Experiment 1 of the study titled "Drainage, Imbibition, and Trapping Behavior of Hydrogen versus Methane in Fractured Limestone from a Natural Gas Storage Aquifer in Belgium." Experiment 1 was conducted on a fractured reservoir rock sample with a diameter of 6 mm, a fracture width of 130 µm, and a length of  22 mm. Due to the limited field of view of the scanner, the sample was scanned in four parts—top, mid1, mid2 and bottom—for the dry phase. The dry scans are merged and used to obtain average fracture width, fracture permeability and relative roughness index. With continuous fluid injectuib, pressurization, fracture undergoes slight change in its size so water phase scan taken at the end of experiment is used to compare the multiphase and single phase scans.  Fluids (gas or brine) were injected from the bottom of the vertically mounted sample, and multiphase flow scans were performed exclusively on the mid2 part (middle of the sample length). The dataset includes experiments for drainage and imbibition using hydrogen, methane, and a 50:50 hydrogen-methane mixture (based on partial pressure).
DOI: 10.5281/zenodo.14600533
title: The role of microscopic displacement dynamics for underground hydrogen versus natural gas storage in fractured reservoirs

description: This dataset contains X-ray CT images from Experiment 1 of the study titled "Drainage, Imbibition, and Trapping Behavior of Hydrogen versus Methane in Fractured Limestone from a Natural Gas Storage Aquifer in Belgium." Experiment 1 was conducted on a fractured reservoir rock sample with a diameter of 6 mm, a fracture width of 130 µm, and a length of  22 mm. Due to the limited field of view of the scanner, the sample was scanned in four parts—top, mid1, mid2 and bottom—for the dry phase. The dry scans are merged and used to obtain average fracture width, fracture permeability and relative roughness index. With continuous fluid injectuib, pressurization, fracture undergoes slight change in its size so water phase scan taken at the end of experiment is used to compare the multiphase and single phase scans.  Fluids (gas or brine) were injected from the bottom of the vertically mounted sample, and multiphase flow scans were performed exclusively on the mid2 part (middle of the sample length). The dataset includes experiments for drainage and imbibition using hydrogen, methane, and a 50:50 hydrogen-methane mixture (based on partial pressure).
DOI: 10.15468/dl.gju9w5
title: Occurrence Download

description: A dataset containing 17142 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Menemerus bivittatus (Dufour, 1831)"
 ]
}

 The dataset includes 17142 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000579-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13323168
title: Plants of Tibet (plantsoftibet LD): Plants of Tibet (114) DwCA

description: This is where EOL hosts source datasets (archives, dumps, etc.) from EOL content partners (especially partners without a web presence of their own).

This organization will also include the content partner utility files EOL connectors use to generate a particular content partner__s resource EOL archive or XML.

For questions or suggestions please visit the EOL Services forum at http://discuss.eol.org/c/eol-services
DOI: 10.5281/zenodo.13323169
title: Plants of Tibet (plantsoftibet LD): Plants of Tibet (114) DwCA

description: This is where EOL hosts source datasets (archives, dumps, etc.) from EOL content partners (especially partners without a web presence of their own).

This organization will also include the content partner utility files EOL connectors use to generate a particular content partner__s resource EOL archive or XML.

For questions or suggestions please visit the EOL Services forum at http://discuss.eol.org/c/eol-services
DOI: 10.15468/dl.hxwqk6
title: Occurrence Download

description: A dataset containing 1740 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Leptonycteris nivalis (Saussure, 1860)"
 ]
}

 The dataset includes 1740 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000583-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13312446
title: DC Birds: DC Birds Brief Summaries

description: Media and articles supporting the Smithsonian__s Birds of DC exhibit and mobile website
DOI: 10.5281/zenodo.13312447
title: DC Birds: DC Birds Brief Summaries

description: Media and articles supporting the Smithsonian__s Birds of DC exhibit and mobile website
DOI: 10.15468/dl.3hes5x
title: Occurrence Download

description: A dataset containing 17142 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Menemerus bivittatus (Dufour, 1831)"
 ]
}

 The dataset includes 17142 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000582-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13235615
title: Publications using EOL structured data: 2015-2017

description: found primarily via Google Scholar, searching by mentions in the methods sections. Citing EOL is not required when using EOL-hosted records; only the primary source must be cited. Thus, these lists may not be exhaustive.For questions or use cases calling for large, multi-use aggregate data files, please visit the EOL Services forum at 
http://discuss.eol.org/c/eol-services
DOI: 10.5281/zenodo.13235616
title: Publications using EOL structured data: 2015-2017

description: found primarily via Google Scholar, searching by mentions in the methods sections. Citing EOL is not required when using EOL-hosted records; only the primary source must be cited. Thus, these lists may not be exhaustive.
description: For questions or use cases calling for large, multi-use aggregate data files, please visit the EOL Services forum at http://discuss.eol.org/c/eol-services
DOI: 10.5281/zenodo.13291559
title: Publications using EOL structured data: 2015-2017

description: found primarily via Google Scholar, searching by mentions in the methods sections. Citing EOL is not required when using EOL-hosted records; only the primary source must be cited. Thus, these lists may not be exhaustive.For questions or use cases calling for large, multi-use aggregate data files, please visit the EOL Services forum at 
http://discuss.eol.org/c/eol-services
DOI: 10.5281/zenodo.13323072
title: Buccinid Gastropods (myspecies): Resource (130) DwCA

description: This is where EOL hosts source datasets (archives, dumps, etc.) from EOL content partners (especially partners without a web presence of their own).

This organization will also include the content partner utility files EOL connectors use to generate a particular content partner__s resource EOL archive or XML.

For questions or suggestions please visit the EOL Services forum at http://discuss.eol.org/c/eol-services
DOI: 10.5281/zenodo.13323073
title: Buccinid Gastropods (myspecies): Resource (130) DwCA

description: This is where EOL hosts source datasets (archives, dumps, etc.) from EOL content partners (especially partners without a web presence of their own).

This organization will also include the content partner utility files EOL connectors use to generate a particular content partner__s resource EOL archive or XML.

For questions or suggestions please visit the EOL Services forum at http://discuss.eol.org/c/eol-services
DOI: 10.15468/dl.2gfysp
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rastrelliger faughni Matsui, 1967",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000584-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13323108
title: Annelida (myspecies): Resource (231) DwCA

description: This is where EOL hosts source datasets (archives, dumps, etc.) from EOL content partners (especially partners without a web presence of their own).

This organization will also include the content partner utility files EOL connectors use to generate a particular content partner__s resource EOL archive or XML.

For questions or suggestions please visit the EOL Services forum at http://discuss.eol.org/c/eol-services
DOI: 10.5281/zenodo.13323109
title: Annelida (myspecies): Resource (231) DwCA

description: This is where EOL hosts source datasets (archives, dumps, etc.) from EOL content partners (especially partners without a web presence of their own).

This organization will also include the content partner utility files EOL connectors use to generate a particular content partner__s resource EOL archive or XML.

For questions or suggestions please visit the EOL Services forum at http://discuss.eol.org/c/eol-services
DOI: 10.5281/zenodo.13315818
title: Bergtold, 1917: Incubation Periods of Birds

description: Bergtold, William Harry. A Study of the Incubation Periods of Birds; What Determines Their Lengths,. Denver, Col.: Kendrick-Bellamy, 1917.Bergtold, William Harry. A Study of the Incubation Periods of Birds; What Determines Their Lengths,. Denver, Col.: Kendrick-Bellamy, 1917.
DOI: 10.5281/zenodo.13315819
title: Bergtold, 1917: Incubation Periods of Birds

description: Bergtold, William Harry. A Study of the Incubation Periods of Birds; What Determines Their Lengths,. Denver, Col.: Kendrick-Bellamy, 1917.Bergtold, William Harry. A Study of the Incubation Periods of Birds; What Determines Their Lengths,. Denver, Col.: Kendrick-Bellamy, 1917.
DOI: 10.25318/3310083801-eng
title: Number of enterprises in Canada, by geography and visible minority status of owner

description: Annual counts of enterprises by visible minority status of owner (South Asian, Chinese, Black, Filipino, etc.) for Canada, provinces and the territories.
DOI: 10.5281/zenodo.13293770
title: Plantae datasets: Uses

description: From [DATA-1689](https://eol-jira.bibalex.org/browse/DATA-1689)
DOI: 10.5281/zenodo.13293769
title: Plantae datasets: Uses

description: From [DATA-1689](https://eol-jira.bibalex.org/browse/DATA-1689)
DOI: 10.15468/dl.d2657s
title: Occurrence Download

description: A dataset containing 1406 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Machine Observation",
 "License is CC-BY-NC 4.0",
 "OccurrenceStatus is Absent"
 ]
}

 The dataset includes 1406 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000586-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13319790
title: Water Body Checklists 2019: Black Sea Species List

description: Species checklists created using effechecka and modified polygons from IHO. The polygons were reduced in resolution.List of species collected from the Black Sea using effechecka and a modified polygon from the International Hydrographic Association. A filter was applied (based on data from WoRMS) to remove all non-marine taxa.
DOI: 10.5281/zenodo.13319791
title: Water Body Checklists 2019: Black Sea Species List

description: Species checklists created using effechecka and modified polygons from IHO. The polygons were reduced in resolution.List of species collected from the Black Sea using effechecka and a modified polygon from the International Hydrographic Association. A filter was applied (based on data from WoRMS) to remove all non-marine taxa.
DOI: 10.15468/dl.eepsvp
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gastrolobium reflexum G.Chandler & Crisp"
 ]
}

 The dataset includes 64 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000588-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nu2bvn
title: Occurrence Download

description: A dataset containing 1548 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Panthera onca (Linnaeus, 1758)"
 ]
}

 The dataset includes 1548 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000589-250213122211068/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13320020
title: Water Body Checklists 2019: Singapore Strait Species List

description: Species checklists created using effechecka and modified polygons from IHO. The polygons were reduced in resolution.List of species collected from the Singapore Strait using effechecka and a modified polygon from the International Hydrographic Association. A filter was applied (based on data from WoRMS) to remove all non-marine taxa.
DOI: 10.5281/zenodo.13320021
title: Water Body Checklists 2019: Singapore Strait Species List

description: Species checklists created using effechecka and modified polygons from IHO. The polygons were reduced in resolution.List of species collected from the Singapore Strait using effechecka and a modified polygon from the International Hydrographic Association. A filter was applied (based on data from WoRMS) to remove all non-marine taxa.
DOI: 10.25318/3310083801-fra
title: Nombre d'entreprises au Canada, selon la région géographique et l'appartenance du propriétaire à une minorité visible

description: Nombre annuel d'entreprises selon l'appartenance du propriétaire à une minorité visible (Sud-Asiatiques, Chinois, Noirs, Philippins, etc.) pour le Canada, les provinces et les territoires.
DOI: 10.6084/m9.figshare.28410467
title: Effects of Analgesic Doses of Opioids on Cardiorespiratory Responses and Survival to Hemorrhage and Trauma in Rats Supplemental Table

description: Opioids are used for analgesia but questions persist about their safety following traumatic hemorrhage. We investigated <i>analgesic</i> doses of three opioids (morphine, fentanyl and sufentanil) on cardiorespiratory responses and survival to moderate or severe (37 and 50% blood volume) hemorrhage after trauma. A conscious hemorrhage model with extremity trauma (fibular fracture + soft tissue injury) was used; mean arterial pressure (MAP) and heart rate (HR) were measured by telemetry while minute volume (MV) was determined by whole body plethysmography. Male rats (n=10/group) received saline, morphine (2 mg/kg), fentanyl (10 µg/kg) or sufentanil (1 µg/kg) after traumatic hemorrhage. Neither survival times (for 37% hemorrhage: P=0.209; for 50% hemorrhage: P=0.88) nor survival percentages (for 37% hemorrhage: P=0.357; for 50% hemorrhage: P=1.0) differed among groups. For 37% hemorrhage, MAP of all opioid groups was higher than the saline-treated group 10 min post-injection. By 75 min post-injection, MAP after sufentanil was higher than saline; MAP for other opioids did not differ from saline. HR did not differ across treatments. Opioid injection decreased MV within 10 min but did not vary by treatment subsequently. For 50% hemorrhage, opioid injection did not immediately alter MAP but morphine and sufentanil were lower than saline at ≥75 min post-injection, with no treatment effects on HR. Fentanyl produced an immediate (5 min) decrease in MV with no treatment effects thereafter. Opioid effects on cardiorespiratory function were therefore modest and did not alter survival during a 4 hr observation period, supporting the judicious use of analgesic doses following traumatic hemorrhage.