cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.xy2bp4
title: Occurrence Download

description: A dataset containing 787 records in GBIF matching the query:

SELECT
 GBIF_ISEA3HCode(
 7, 
 decimalLatitude,
 decimalLongitude,
 COALESCE(coordinateUncertaintyInMeters, 1000)
 ) AS geogrid_id,
 CASE 
 WHEN classKey IN ('359') THEN 'Mammals'
 WHEN classKey IN ('212') THEN 'Birds'
 WHEN familyKey IN ('1103', '1104', '494', '495', '1105', '496', '497', '1106', '498', '499', '1107', '537', '538', '1153', '547', '1162', '548', '549', '550', '1163', '1164', '1165', '1166', '1167', '1305', '1067', '1306', '1307', '1308', '1068', '1069', '587', '1310', '588', '589', '1311', '1312', '1313', '590', '708', '890', '774', '889', '773', '772', '888', '765', '879') THEN 'Bony Fish'
 WHEN classKey IN ('131') THEN 'Amphibians'
 WHEN classKey IN ('216') THEN 'Insects'
 WHEN classKey IN ('11418114', '11569602', '11592253', '11493978') THEN 'Reptiles'
 WHEN phylumKey IN ('52') THEN 'Molluscs'
 WHEN classKey IN ('367') THEN 'Arachnids'
 WHEN classKey IN ('220', '196') THEN 'Flowering Plants'
 WHEN classKey IN ('194', '244', '228', '282') THEN 'Gymnosperms'
 WHEN orderKey IN ('392') THEN 'Ferns'
 WHEN phylumKey IN ('35') THEN 'Mosses'
 WHEN phylumKey IN ('95') THEN 'Sac Fungi'
 WHEN phylumKey IN ('34') THEN 'Basidiomycota'
 ELSE 'Other'
 END AS taxonomic_group,
 COUNT(DISTINCT speciesKey) AS species_count
FROM occurrence
WHERE countryCode = 'CO'
 AND hasCoordinate = TRUE
 AND hasGeospatialIssues = FALSE
 AND coordinateUncertaintyInMeters &lt;= 2000
 AND occurrenceStatus = 'PRESENT'
 AND speciesKey IS NOT NULL
 AND basisOfRecord != 'FOSSIL_SPECIMEN'
 AND taxonRank = 'SPECIES'
 AND (
 classKey IN ('359', '212', '131', '216', '11418114', '11569602', '11592253', '11493978', '367', '220', '196', '194', '244', '228', '282')
 OR familyKey IN ('1103', '1104', '494', '495', '1105', '496', '497', '1106', '498', '499', '1107', '537', '538', '1153', '547', '1162', '548', '549', '550', '1163', '1164', '1165', '1166', '1167', '1305', '1067', '1306', '1307', '1308', '1068', '1069', '587', '1310', '588', '589', '1311', '1312', '1313', '590', '708', '890', '774', '889', '773', '772', '888', '765', '879')
 OR phylumKey IN ('52', '35', '95', '34')
 OR orderKey IN ('392')
 )
GROUP BY geogrid_id, taxonomic_group;


 The dataset's 787 records were derived from 551 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029641-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7489/12558-1
title: Adult Atlantic salmon age and length - sampling records

description: Sampling of individual salmon upon their return to fresh water to spawn collects information on the size, sex and age of the fish. This information feeds directly into the stock assessments used for national and international management of Scottish salmon both through the construction of stock recruitment relationships and estimation of egg deposition. Sampling of individuals can also provide information on their condition, while examination of scale samples allows their growth history to be investigated. Together with data on salmon catches and counts, these sampling records underpin adult salmon stock assessment in Scotland.

description: This dataset comprises available archived information (1963-2023) on returning adult Atlantic salmon size and age derived both from long-term monitoring programs operating over decades and shorter-term ad-hoc efforts operating sporadically in rivers throughout Scotland. Individual adult Atlantic salmon were captured in commercial or recreational fisheries on their return to fresh water, within scientific net fisheries, or in traps designed to capture salmon migrating upstream. The sampling locations were in mid to lower reaches of rivers. Biological characteristics (fork length to nearest 0.5 cm, weight) of each individual were recorded, and a scale sample was taken from the flank of the fish. Scales were impressed in acetate and interpreted by an experienced salmon scale reader, to derive the number of years spent in fresh water (S1 = 1 year; S2 = 2 years; S3 = 3 years) and at sea (1SW = 1 year; 2SW = 2 years; 3SW = 3 years). Individuals assumed to be of farmed origin due to the pattern of scale growth, or with obvious spawning marks on the scales were excluded.
DOI: 10.6084/m9.figshare.31369872
title: Characterization of fentanyl exposures in children less than 10 years old

description: Illicitly manufactured fentanyl has become increasingly relevant to pediatric populations. However, there are limited studies examining clinical course and treatment of fentanyl exposures in children to guide management. The objective of this study was to describe clinical characteristics, management, and outcomes in fentanyl exposures in children less than 10 years old. This was a retrospective chart review at a single children’s hospital including patients less than 10 years old with a confirmed fentanyl exposure, as defined by urine fentanyl immunoassay or confirmatory urine drug test. Further chart review was performed to obtain demographics, source of exposure, symptoms, treatment, disposition, and outcomes. Twenty-five subjects met inclusion criteria. Median age was 14 months. The majority of patients were symptomatic with central nervous system depression (92%), respiratory depression (88%), and miosis (73%). Eight patients (31%) required cardiopulmonary resuscitation. Most encounters resulted in admission (<i>n</i> = 22, 85%) with six patients (23%) admitted to the floor and 16 patients (62%) admitted to the intensive care unit. Twenty-three patients (92%) required at least one dose of naloxone. Of those, 10 patients received prehospital naloxone, 14 required multiple doses, and 10 received an infusion. The median time to last dose of naloxone was 219 min (IQR: 2–429 min). Response to naloxone was evidenced by improvement in respiratory rate (100%) or mental status (100%). Five patients (19%) were discharged with naloxone. We highlight the impact fentanyl exposures have on the young pediatric population, with the majority of patients demonstrating central nervous system and respiratory depression, several requiring cardiopulmonary resuscitation, and almost all necessitating naloxone therapy and hospital admission. Fentanyl immunoassays detected over half of patients in real time, underscoring the importance of this assay. Young patients are at risk for severe clinical symptoms following fentanyl exposure. Early recognition of fentanyl toxicity allows for timely intervention, safety assessments, and naloxone prescription upon discharge.
DOI: 10.6084/m9.figshare.31369872.v1
title: Characterization of fentanyl exposures in children less than 10 years old

description: Illicitly manufactured fentanyl has become increasingly relevant to pediatric populations. However, there are limited studies examining clinical course and treatment of fentanyl exposures in children to guide management. The objective of this study was to describe clinical characteristics, management, and outcomes in fentanyl exposures in children less than 10 years old. This was a retrospective chart review at a single children’s hospital including patients less than 10 years old with a confirmed fentanyl exposure, as defined by urine fentanyl immunoassay or confirmatory urine drug test. Further chart review was performed to obtain demographics, source of exposure, symptoms, treatment, disposition, and outcomes. Twenty-five subjects met inclusion criteria. Median age was 14 months. The majority of patients were symptomatic with central nervous system depression (92%), respiratory depression (88%), and miosis (73%). Eight patients (31%) required cardiopulmonary resuscitation. Most encounters resulted in admission (<i>n</i> = 22, 85%) with six patients (23%) admitted to the floor and 16 patients (62%) admitted to the intensive care unit. Twenty-three patients (92%) required at least one dose of naloxone. Of those, 10 patients received prehospital naloxone, 14 required multiple doses, and 10 received an infusion. The median time to last dose of naloxone was 219 min (IQR: 2–429 min). Response to naloxone was evidenced by improvement in respiratory rate (100%) or mental status (100%). Five patients (19%) were discharged with naloxone. We highlight the impact fentanyl exposures have on the young pediatric population, with the majority of patients demonstrating central nervous system and respiratory depression, several requiring cardiopulmonary resuscitation, and almost all necessitating naloxone therapy and hospital admission. Fentanyl immunoassays detected over half of patients in real time, underscoring the importance of this assay. Young patients are at risk for severe clinical symptoms following fentanyl exposure. Early recognition of fentanyl toxicity allows for timely intervention, safety assessments, and naloxone prescription upon discharge.
DOI: 10.15468/dl.dbufhh
title: Occurrence Download

description: A dataset containing 2879 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Buteogallus solitarius",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2026",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2879 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029649-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fdjv6g
title: Occurrence Download

description: A dataset containing 211 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Specimen, Living Specimen, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "TaxonKey is Draba ventosa"
 ]
}

 The dataset includes 211 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029651-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v7vvzv
title: Occurrence Download

description: A dataset containing 2521 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chanos chanos)",
 "HasCoordinate is true",
 "DecimalLatitude is less than 90",
 "DecimalLatitude is greater than -90",
 "DecimalLongitude is less than 180",
 "DecimalLongitude is greater than -180"
 ]
}

 The dataset includes 2521 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029652-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18695988
title: Code and data to reproduce analyses from Accelerating biomass loss from forest disturbances across Europe

description: Code and data to reproduce analyses from Accelerating biomass loss from forest disturbances across Europe

All R code used for the analyses is provided in the folder lib. The folder data contains input and intermediate results.





Maps of tree cover loss for Europe from European Forest Disturbance Atlas, version 2.1.1 (Viana-Soto & Senf 2024) are provided as zip archives in data/01_data_tree_cover_loss License: Creative Commons Attribution 4.0 International (CC BY 4.0).




AGBD maps for Europe (Liu et al. 2023) need to be downloaded into data/planet_agbd.




Aggregated area of tree cover loss and agent of tree cover loss provided as zip archives in data/02_aggregation_area




Aggregated AGBD values relative to the time since tree cover loss are provided as zip archives for 10, 20, 30, 40, and 50km grids in data/03_aggregation_agbd. Derived from Liu et al. (2023) Canopy height and biomass map for Europe. Aggregated data are provided with permission from the original authors. Original data are licensed under CC BY-NC-ND 1.0 (No Derivatives, Non-Commercial).




Volume of roundwood production by FAOSTAT in data/05_ref_data (Source: Food and Agriculture Organization of the United Nations (2025). FAOSTAT: Forestry Production and Trade [Dataset]. https://www.fao.org/faostat/en/#data/FO, last accessed 04.02.2025. License: Creative Commons Attribution-NonCommercial-ShareAlike 3.0 IGO (CC BY-NC-SA 3.0 IGO).



To carry out the analyses, the code should be run in the provided order in lib. Please note that some parts of the analyses require parallel processing to achieve reasonable processing times. For model fitting (lib/06_sensitivity_analysis.R) a BLAS/OpenBLAS installation is needed.

R version: 4.5.0
DOI: 10.5281/zenodo.18695989
title: Code and data to reproduce analyses from Accelerating biomass loss from forest disturbances across Europe

description: Code and data to reproduce analyses from Accelerating biomass loss from forest disturbances across Europe

All R code used for the analyses is provided in the folder lib. The folder data contains input and intermediate results.





Maps of tree cover loss for Europe from European Forest Disturbance Atlas, version 2.1.1 (Viana-Soto & Senf 2024) are provided as zip archives in data/01_data_tree_cover_loss License: Creative Commons Attribution 4.0 International (CC BY 4.0).




AGBD maps for Europe (Liu et al. 2023) need to be downloaded into data/planet_agbd.




Aggregated area of tree cover loss and agent of tree cover loss provided as zip archives in data/02_aggregation_area




Aggregated AGBD values relative to the time since tree cover loss are provided as zip archives for 10, 20, 30, 40, and 50km grids in data/03_aggregation_agbd. Derived from Liu et al. (2023) Canopy height and biomass map for Europe. Aggregated data are provided with permission from the original authors. Original data are licensed under CC BY-NC-ND 1.0 (No Derivatives, Non-Commercial).




Volume of roundwood production by FAOSTAT in data/05_ref_data (Source: Food and Agriculture Organization of the United Nations (2025). FAOSTAT: Forestry Production and Trade [Dataset]. https://www.fao.org/faostat/en/#data/FO, last accessed 04.02.2025. License: Creative Commons Attribution-NonCommercial-ShareAlike 3.0 IGO (CC BY-NC-SA 3.0 IGO).



To carry out the analyses, the code should be run in the provided order in lib. Please note that some parts of the analyses require parallel processing to achieve reasonable processing times. For model fitting (lib/06_sensitivity_analysis.R) a BLAS/OpenBLAS installation is needed.

R version: 4.5.0
DOI: 10.21954/ou.rd.14376536
title: Covid Chronicles: Sharing Stories for Children – Discovering the World’s Languages in One City

description: Blog about More Swansea Stories - a Swansea Council funded project about a multilingual story sharing website with beautiful animations and illustrations. By Tom Cheesman.
<br>
-----
This material is part of the Covid Chronicles from the Margins project, funded by The Open University and The Hague. The project aims to highlight the impact of the pandemic on refugees, asylum seekers & undocumented migrants.
<br>
This item can be found on our website.
DOI: 10.21954/ou.rd.14376536.v1
title: Covid Chronicles: Sharing Stories for Children – Discovering the World’s Languages in One City

description: Blog about More Swansea Stories - a Swansea Council funded project about a multilingual story sharing website with beautiful animations and illustrations. By Tom Cheesman.
<br>
-----
This material is part of the Covid Chronicles from the Margins project, funded by The Open University and The Hague. The project aims to highlight the impact of the pandemic on refugees, asylum seekers & undocumented migrants.
<br>
This item can be found on our website.
DOI: 10.21954/ou.rd.14135048
title: Refugee education in Mytline is being sabotaged by ultranationalists but the struggle for refugee rights continues

description: On International Women’s Day we pay tribute to the outstanding work of Lena Altinoglou, a founder member of Lesvos Solidarity, who has fought tirelessly for over a decade for the rights of refugees on the island.
<br>
-----
This material is part of the Covid Chronicles from the Margins project, funded by The Open University and The Hague. The project aims to highlight the impact of the pandemic on refugees, asylum seekers & undocumented migrants.
<br>
This item can be found on our website, here: https://cov19chronicles.com/refugee-education-in-mytline-is-being-sabotaged-by-ultranationalists-but-the-struggle-for-refugee-rights-continues/
DOI: 10.21954/ou.rd.14135048.v1
title: Refugee education in Mytline is being sabotaged by ultranationalists but the struggle for refugee rights continues

description: On International Women’s Day we pay tribute to the outstanding work of Lena Altinoglou, a founder member of Lesvos Solidarity, who has fought tirelessly for over a decade for the rights of refugees on the island.
<br>
-----
This material is part of the Covid Chronicles from the Margins project, funded by The Open University and The Hague. The project aims to highlight the impact of the pandemic on refugees, asylum seekers & undocumented migrants.
<br>
This item can be found on our website, here: https://cov19chronicles.com/refugee-education-in-mytline-is-being-sabotaged-by-ultranationalists-but-the-struggle-for-refugee-rights-continues/
DOI: 10.21954/ou.rd.13733179
title: Covid Chronicles: Unlocking the educational potential of displaced people

description: Gill Ryan argues openness, partnership and co-creation provide the keys to unlock the educational potential of displaced people around the world using mobile technologies.
<br>
This blog is based on a co-authored chapter in a book called Critical Mobile Pedagogy that explores how mobile technologies are being harnessed to support displaced people in their learning.
<br>
-----
This material is part of the Covid Chronicles from the Margins project, funded by The Open University and The Hague. The project aims to highlight the impact of the pandemic on refugees, asylum seekers & undocumented migrants.
<br>
This item can also be found on the Covid Chronicles website.
DOI: 10.21954/ou.rd.13733179.v1
title: Covid Chronicles: Unlocking the educational potential of displaced people

description: Gill Ryan argues openness, partnership and co-creation provide the keys to unlock the educational potential of displaced people around the world using mobile technologies.
<br>
This blog is based on a co-authored chapter in a book called Critical Mobile Pedagogy that explores how mobile technologies are being harnessed to support displaced people in their learning.
<br>
-----
This material is part of the Covid Chronicles from the Margins project, funded by The Open University and The Hague. The project aims to highlight the impact of the pandemic on refugees, asylum seekers & undocumented migrants.
<br>
This item can also be found on the Covid Chronicles website.
DOI: 10.21954/ou.rd.13733053
title: Covid Chronicles: Home Schooling: "Don't Stress Too Much"

description: Ahmad Al Rashid and Thanuja Hettiarachchi (both parents of young children) report on how home schooling is causing high levels of anxiety for many migrant parents they spoke to. This blog raises awareness of the issues and gives some helpful tips to parents.
<br>
-----
This material is part of the Covid Chronicles from the Margins project, funded by The Open University and The Hague. The project aims to highlight the impact of the pandemic on refugees, asylum seekers & undocumented migrants.
<br>
This item can also be found on our website
DOI: 10.21954/ou.rd.13733053.v1
title: Covid Chronicles: Home Schooling: "Don't Stress Too Much"

description: Ahmad Al Rashid and Thanuja Hettiarachchi (both parents of young children) report on how home schooling is causing high levels of anxiety for many migrant parents they spoke to. This blog raises awareness of the issues and gives some helpful tips to parents.
<br>
-----
This material is part of the Covid Chronicles from the Margins project, funded by The Open University and The Hague. The project aims to highlight the impact of the pandemic on refugees, asylum seekers & undocumented migrants.
<br>
This item can also be found on our website
DOI: 10.21954/ou.rd.13725685
title: Covid Chronicles: Lonely Streets, A Short Reflection

description: Agnes Czajka argues that by drawing a poignant connection between Covid-19 and the devastation wrought by the Anthropocene, the film Lonely Streets implores us to awaken from dangerous delusions.
<br>
Created by Syrian refugees living in Malaysia, the beautiful film of lonely streets under lockdown is framed around Mwaffaq Al-Hajjar’s poem to ‘Mother Earth’. It brings together reflections on multiple overlapping crises around inequality, migration, health and environment in the empty streets of Kuala Lumpur where the homeless, the excluded and feral cats now reign.
<br>
-----
This material is part of the Covid Chronicles from the Margins project, funded by The Open University and The Hague. The project aims to highlight the impact of the pandemic on refugees, asylum seekers & undocumented migrants.
<br>
This item can also be found on our website.
<br>
<br>
DOI: 10.21954/ou.rd.13725685.v1
title: Covid Chronicles: Lonely Streets, A Short Reflection

description: Agnes Czajka argues that by drawing a poignant connection between Covid-19 and the devastation wrought by the Anthropocene, the film Lonely Streets implores us to awaken from dangerous delusions.
<br>
Created by Syrian refugees living in Malaysia, the beautiful film of lonely streets under lockdown is framed around Mwaffaq Al-Hajjar’s poem to ‘Mother Earth’. It brings together reflections on multiple overlapping crises around inequality, migration, health and environment in the empty streets of Kuala Lumpur where the homeless, the excluded and feral cats now reign.
<br>
-----
This material is part of the Covid Chronicles from the Margins project, funded by The Open University and The Hague. The project aims to highlight the impact of the pandemic on refugees, asylum seekers & undocumented migrants.
<br>
This item can also be found on our website.
<br>
<br>
DOI: 10.21954/ou.rd.13725577
title: Covid Chronicles: Nothing about me without me. Breaking down barriers to higher education for forced migrants

description: Lidia Dancu reports on how The Open University in Scotland is forging new partnerships with community organisations and opening up new opportunities with a “nothing about me without me” approach.
<br>
-----
This material is part of the Covid Chronicles from the Margins project, funded by The Open University and The Hague. The project aims to highlight the impact of the pandemic on refugees, asylum seekers & undocumented migrants.
<br>
This item can also be found on our website.
DOI: 10.21954/ou.rd.13725577.v1
title: Covid Chronicles: Nothing about me without me. Breaking down barriers to higher education for forced migrants

description: Lidia Dancu reports on how The Open University in Scotland is forging new partnerships with community organisations and opening up new opportunities with a “nothing about me without me” approach.
<br>
-----
This material is part of the Covid Chronicles from the Margins project, funded by The Open University and The Hague. The project aims to highlight the impact of the pandemic on refugees, asylum seekers & undocumented migrants.
<br>
This item can also be found on our website.