cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.qr76mj
title: Occurrence Download

description: A dataset containing 13319 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((14.16751398 47.67898893, 14.55440852 47.67898893, 14.55440852 47.85659594, 14.16751398 47.85659594, 14.16751398 47.67898893))",
 "TaxonKey is one of (Bombina variegata, Actitis hypoleucos, Aegolius funereus, Aquila chrysaetos, Bonasa bonasia, Bubo bubo, Caprimulgus europaeus, Ciconia nigra, Circaetus gallicus, Columba oenas, Dendrocopos leucotos, Dryocopus martius, Falco peregrinus, Ficedula albicollis, Ficedula hypoleuca, Ficedula parva, Glaucidium passerinum, Lagopus muta, Lanius collurio, Muscicapa striata, Pernis apivorus, Picoides tridactylus, Picus canus, Scolopax rusticola, Tetrao tetrix, Tetrao urogallus, Cottus gobio, Austropotamobius torrentium, Cucujus cinnaberinus, Euphydryas aurinia, Euphydryas maturna, Euplagia quadripunctaria, Rosalia alpina, Stephanopachys substriatus, Barbastella barbastellus, Lutra lutra, Lynx lynx, Myotis bechsteinii, Myotis emarginatus, Myotis myotis, Rhinolophus hipposideros, Ursus arctos, Buxbaumia viridis, Cypripedium calceolus, Dicranum viride, Scapania carinthiaca)"
 ]
}

 The dataset includes 13319 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006757-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17630/79ba61ec-c550-4582-b2d9-33bea62cc781
title: Enhanced detection of explosives using organic semiconductors (thesis data)
DOI: 10.21410/7e4/gcgbr3
title: SPOT : Stopping Points in Online Threads

description: SPOT (Stopping Points in Online Threads) is the first annotated corpus operationalizing the sociological concept of stopping point (i.e critical interventions) as a reproducible task for computational study. The SPOT dataset comprises ≈ 43,000 comments from French Facebook discussions linked to URLs flagged as false information, enriched with contextual metadata (parent post, parent comment, page/group and source features)
DOI: 10.15468/dl.j3au6m
title: Occurrence Download

description: A dataset containing 8779 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mugil cephalus",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLatitude is less than 90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2015"
 ]
}

 The dataset includes 8779 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006758-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17637/rh.30752888
title: Priority research questions in global peatland science

description: Peatlands are among Earth’s largest terrestrial carbon stores and are crucial for climate regulation, biodiversity conservation, and water security. Yet peatlands worldwide are deteriorating under pressures from climate change and human disturbance. Strategic, globally coordinated research is urgently needed to protect, restore and manage peatlands so they can continue to deliver essential ecosystem services. To meet this challenge, we conducted a global research prioritisation for peatland science, based on a two-stage online survey and expert voting exercise involving 467 participants from 54 countries. We identified 50 priority research questions spanning carbon dynamics, climate impacts, restoration and management, technological innovation, and community and policy engagement. These questions provide a community-informed agenda to guide peatland research over the next decade. Addressing them will help close critical knowledge gaps, strengthen evidence-based decision making, and support the role of peatlands in achieving global climate and biodiversity goals.The repository includes:1) The full list of submitted questions to the online peatland community survey. The dataset includes all survey responses after translation, anonymisation and cleaning. Responses that consisted only of keywords, very general areas of study, or null entries were removed. Responses containing multiple questions were split into individual questions. Free-text comments were removed, and questions remain unaltered beyond minor spelling, punctuation and typographic edits for readability.2) The questions used in the expert prioritisation stage. These questions were derived from the full set of submitted questions after translation, anonymisation, sifting against predefined inclusion criteria, and merging of similar or overlapping questions, as described in the Supplementary Methods. The dataset includes the question text and the total number of points (votes) allocated to that question across all participants in the prioritisation exercise. Questions are ordered by total score (highest to lowest). The 50 priority questions in the main manuscript are derived from these questions and their vote scores, with closely related high-scoring questions merged and wording edited for clarity.No identifying personal information is included. The survey and participation was voluntary. Full details of the survey design, question processing and the prioritisation method are provided in the Supplementary Methods of Milner et al. (2026).
DOI: 10.17637/rh.30752888.v1
title: Priority research questions in global peatland science

description: Peatlands are among Earth’s largest terrestrial carbon stores and are crucial for climate regulation, biodiversity conservation, and water security. Yet peatlands worldwide are deteriorating under pressures from climate change and human disturbance. Strategic, globally coordinated research is urgently needed to protect, restore and manage peatlands so they can continue to deliver essential ecosystem services. To meet this challenge, we conducted a global research prioritisation for peatland science, based on a two-stage online survey and expert voting exercise involving 467 participants from 54 countries. We identified 50 priority research questions spanning carbon dynamics, climate impacts, restoration and management, technological innovation, and community and policy engagement. These questions provide a community-informed agenda to guide peatland research over the next decade. Addressing them will help close critical knowledge gaps, strengthen evidence-based decision making, and support the role of peatlands in achieving global climate and biodiversity goals.The repository includes:1) The full list of submitted questions to the online peatland community survey. The dataset includes all survey responses after translation, anonymisation and cleaning. Responses that consisted only of keywords, very general areas of study, or null entries were removed. Responses containing multiple questions were split into individual questions. Free-text comments were removed, and questions remain unaltered beyond minor spelling, punctuation and typographic edits for readability.2) The questions used in the expert prioritisation stage. These questions were derived from the full set of submitted questions after translation, anonymisation, sifting against predefined inclusion criteria, and merging of similar or overlapping questions, as described in the Supplementary Methods. The dataset includes the question text and the total number of points (votes) allocated to that question across all participants in the prioritisation exercise. Questions are ordered by total score (highest to lowest). The 50 priority questions in the main manuscript are derived from these questions and their vote scores, with closely related high-scoring questions merged and wording edited for clarity.No identifying personal information is included. The survey and participation was voluntary. Full details of the survey design, question processing and the prioritisation method are provided in the Supplementary Methods of Milner et al. (2026).
DOI: 10.6084/m9.figshare.31229227
title: <b>Water–nitrogen co-limitation constrains restoration on zokor mounds across degraded alpine meadows</b>

description: 1.全球草地生态系统日益受到土地使用加剧、气候变化和生物多样性丧失的威胁，改变了它们的生态功能。<b> </b>在青藏高原，几十年的过度放牧已经使高山草甸退化，引发了土壤侵蚀和高原牦牛等小型哺乳动物的传播。这往往导致土壤水分和养分储备的耗尽，即使在排除放牧后，大片地区的自然恢复也很少。2. 为了恢复这些退化部位并识别恢复成功的潜在因素，我们在三个不同退化水平（轻度、中度、重度）的佐科土丘进行了为期三年的因素田间试验，以测试主动恢复是否能改善恢复过程。我们交叉使用氮和/或添加保水聚合物（S、SN、SW、SNW）进行播种处理，并比较所有主动干预措施与被动恢复（对照组）。3. 三年后，活性处理通常会增加植被覆盖率和地上生物量，相对于场地内的控制，而丰富度响应是积极的，但在不同场地之间显著性差异较大；SN和SNW在土壤总氮和SW中产生了最大收益，SNW增加了土壤含水量，在严重退化的场地中观察到最强的响应。典型对应分析确定土壤湿度是恢复期间群落组成的主要相关因素。分段结构方程模型进一步建议了互补的路径，其中氮通过增加土壤氮主要增强生物量，而湿度修正通过增加土层含水量促进丰富度，这与严重退化条件下的水-养分联合限制一致。<b>4.</b><b> </b>合成和应用。我们的恢复实验表明，降解热点的恢复最好理解为过滤堆叠:随着降解加剧，繁殖体供应、氮气可用性和近地表湿度越来越多地共同限制建立和生物量积累。在不同背景下，种子可以在生态记忆持续的地方重新启动恢复，但在严重降解的情况下，共同放松种子-水-氮约束的综合投入最有效，因为单因素行动往往会产生部分或不平衡的收益。
DOI: 10.6084/m9.figshare.31229227.v1
title: <b>Water–nitrogen co-limitation constrains restoration on zokor mounds across degraded alpine meadows</b>

description: 1.全球草地生态系统日益受到土地使用加剧、气候变化和生物多样性丧失的威胁，改变了它们的生态功能。<b> </b>在青藏高原，几十年的过度放牧已经使高山草甸退化，引发了土壤侵蚀和高原牦牛等小型哺乳动物的传播。这往往导致土壤水分和养分储备的耗尽，即使在排除放牧后，大片地区的自然恢复也很少。2. 为了恢复这些退化部位并识别恢复成功的潜在因素，我们在三个不同退化水平（轻度、中度、重度）的佐科土丘进行了为期三年的因素田间试验，以测试主动恢复是否能改善恢复过程。我们交叉使用氮和/或添加保水聚合物（S、SN、SW、SNW）进行播种处理，并比较所有主动干预措施与被动恢复（对照组）。3. 三年后，活性处理通常会增加植被覆盖率和地上生物量，相对于场地内的控制，而丰富度响应是积极的，但在不同场地之间显著性差异较大；SN和SNW在土壤总氮和SW中产生了最大收益，SNW增加了土壤含水量，在严重退化的场地中观察到最强的响应。典型对应分析确定土壤湿度是恢复期间群落组成的主要相关因素。分段结构方程模型进一步建议了互补的路径，其中氮通过增加土壤氮主要增强生物量，而湿度修正通过增加土层含水量促进丰富度，这与严重退化条件下的水-养分联合限制一致。<b>4.</b><b> </b>合成和应用。我们的恢复实验表明，降解热点的恢复最好理解为过滤堆叠:随着降解加剧，繁殖体供应、氮气可用性和近地表湿度越来越多地共同限制建立和生物量积累。在不同背景下，种子可以在生态记忆持续的地方重新启动恢复，但在严重降解的情况下，共同放松种子-水-氮约束的综合投入最有效，因为单因素行动往往会产生部分或不平衡的收益。
DOI: 10.15468/dl.f2kd68
title: Occurrence Download

description: A dataset containing 339670 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus myrsinifolia, Quercus pachyloma, Quercus championii, Quercus glauca, Quercus sessilifolia, Quercus gilva, Quercus rotundifolia, Quercus coccifera, Quercus nigra, Quercus hemisphaerica, Quercus laevis, Quercus buckleyi, Quercus pumila, Quercus myrtifolia, Quercus shumardii, Quercus coccinea, Quercus castanea, Quercus palustris, Quercus rubra, Quercus ellipsoidalis, Quercus velutina, Quercus laurifolia, Quercus marilandica, Quercus phellos, Quercus gravesii, Quercus incana, Quercus crassipes, Quercus emoryi, Quercus wislizeni, Quercus palmeri, Quercus tomentella, Quercus engelmannii, Quercus vacciniifolia, Quercus chrysolepis, Quercus sadleriana, Quercus oleoides, Quercus fusiformis, Quercus cornelius-mulleri, Quercus minima)",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "Year is greater than or equal to 1970",
 "Year is less than or equal to 2026",
 "CoordinateUncertaintyInMeters is less than or equal to 3000"
 ]
}

 The dataset includes 339670 records from 437 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006715-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fy32nd
title: Occurrence Download

description: A dataset containing 1140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rumex acetosella L.",
 "Country is Italy"
 ]
}

 The dataset includes 1140 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010340-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15557924
title: 2024-0303.csv

description: XRD diffractogram for CAR24001 calcined (550°C) 3D printed gamma-alumina structure
DOI: 10.15468/dl.puhcqb
title: Occurrence Download

description: A dataset containing 40942 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Campanula barbata"
 ]
}

 The dataset includes 40942 records from 149 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049876-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pykskp
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trachelipodidae",
 "Year 1999-2001",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Occurrence evidence, Observation)"
 ]
}

 The dataset includes 50 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049879-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wg5jdj
title: Occurrence Download

description: A dataset containing 19040 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Impatiens glandulifera",
 "Country is Finland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19040 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049878-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15543503
title: 2021 -London: L0,L1,L2

description: University of Reading Grimmond Urban Micromet Group

City: London

Year: 2021

Sites: 

Data Levels: L0/L1/L2

See also:
DOI: 10.5281/zenodo.15543504
title: 2021 -London: L0,L1,L2

description: University of Reading Grimmond Urban Micromet Group

City: London

Year: 2021

Sites: 

Data Levels: L0/L1/L2

See also:
DOI: 10.4121/33eab79d-1d4a-45a0-b32b-041b00117993
title: Rb-Tm repeater chain performance simulation, code underlying the publication: Hybrid Quantum Repeaters with Ensemble-based Quantum Memories and Single-spin Photon Transducers

description: This is a piece of code simulating the operating process of the Rb-Tm repeater chain setup introduced in the paper. It uses the Monte-Carlo method to simulate the probabilistic processes of element entanglement generation, entanglement transfer, and entanglement swapping as the repeater operations. Finally, it returns the average secret key rate as the metric for the performance of the repeater chain setup.
DOI: 10.4121/33eab79d-1d4a-45a0-b32b-041b00117993.v1
title: Rb-Tm repeater chain performance simulation, code underlying the publication: Hybrid Quantum Repeaters with Ensemble-based Quantum Memories and Single-spin Photon Transducers

description: This is a piece of code simulating the operating process of the Rb-Tm repeater chain setup introduced in the paper. It uses the Monte-Carlo method to simulate the probabilistic processes of element entanglement generation, entanglement transfer, and entanglement swapping as the repeater operations. Finally, it returns the average secret key rate as the metric for the performance of the repeater chain setup.
DOI: 10.4121/33eab79d-1d4a-45a0-b32b-041b00117993.v2
title: Rb-Tm repeater chain performance simulation, code underlying the publication: Hybrid Quantum Repeaters with Ensemble-based Quantum Memories and Single-spin Photon Transducers

description: This is a piece of code simulating the operating process of the Rb-Tm repeater chain setup introduced in the paper. It uses the Monte-Carlo method to simulate the probabilistic processes of element entanglement generation, entanglement transfer, and entanglement swapping as the repeater operations. Finally, it returns the average secret key rate as the metric for the performance of the repeater chain setup.
DOI: 10.4121/33eab79d-1d4a-45a0-b32b-041b00117993.v3
title: Rb-Tm repeater chain performance simulation, code underlying the publication: Hybrid Quantum Repeaters with Ensemble-based Quantum Memories and Single-spin Photon Transducers

description: This is a piece of code simulating the operating process of the Rb-Tm repeater chain setup introduced in the paper. It uses the Monte-Carlo method to simulate the probabilistic processes of element entanglement generation, entanglement transfer, and entanglement swapping as the repeater operations. Finally, it returns the average secret key rate as the metric for the performance of the repeater chain setup.
DOI: 10.4121/33eab79d-1d4a-45a0-b32b-041b00117993.v4
title: Rb-Tm repeater chain performance simulation, code underlying the publication: Hybrid Quantum Repeaters with Ensemble-based Quantum Memories and Single-spin Photon Transducers

description: This is a piece of code simulating the operating process of the Rb-Tm repeater chain setup introduced in the paper. It uses the Monte-Carlo method to simulate the probabilistic processes of element entanglement generation, entanglement transfer, and entanglement swapping as the repeater operations. Finally, it returns the average secret key rate as the metric for the performance of the repeater chain setup.
DOI: 10.4121/33eab79d-1d4a-45a0-b32b-041b00117993.v5
title: Rb-Tm repeater chain performance simulation, code underlying the publication: Hybrid Quantum Repeaters with Ensemble-based Quantum Memories and Single-spin Photon Transducers

description: This is a piece of code simulating the operating process of the Rb-Tm repeater chain setup introduced in the paper. It uses the Monte-Carlo method to simulate the probabilistic processes of element entanglement generation, entanglement transfer, and entanglement swapping as the repeater operations. Finally, it returns the average secret key rate as the metric for the performance of the repeater chain setup.
DOI: 10.5281/zenodo.15570727
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250601c Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250601c Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15570728
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250601c Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250601c Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.fahnf9
title: Occurrence Download

description: A dataset containing 525 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anolis Daudin, 1802",
 "Year 2024-2025"
 ]
}

 The dataset includes 525 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014295-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v8c94r
title: Occurrence Download

description: A dataset containing 525 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anolis Daudin, 1802",
 "Year 2024-2025"
 ]
}

 The dataset includes 525 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014294-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4e6g9y
title: Occurrence Download

description: A dataset containing 404 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Bradypus variegatus Schinz, 1825"
 ]
}

 The dataset includes 404 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014296-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zax9m3
title: Occurrence Download

description: A dataset containing 59348 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Muscari neglectum Guss. ex Ten.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 59348 records from 954 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014292-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qahmh5
title: Occurrence Download

description: A dataset containing 404 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Bradypus variegatus Schinz, 1825"
 ]
}

 The dataset includes 404 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014297-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15570759
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250601c Initial

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250601c Initial. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15570760
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250601c Initial

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250601c Initial. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.bshmec
title: Occurrence Download

description: A dataset containing 5905 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Myoporum laetum G.Forst.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 5905 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014298-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kn55zw
title: Occurrence Download

description: A dataset containing 1451073 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trifolium repens L."
 ]
}

 The dataset includes 1451073 records from 4569 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014293-250525065834625/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.29951813
title: Changes in the Drivers of the Canadian Dollar Exchange Rate Before and After COVID-19.xlsx

description: This dataset contains the final cleaned data used in the manuscript "<b>Changes in the Drivers of the Canadian Dollar Exchange Rate Before and After COVID-19: </b><b>An Empirical Analysis Using Multiple Linear Regression</b>". The analyses were performed using IBM SPSS Statistics (version 26). The main results can be reproduced by importing this data into SPSS and running a standard multiple linear regression with CAD exchange rate as the outcome variable and WTI Price, Inflation Rate, Unemployment Rate, Real GDP Growth Rate as predictors.