cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.hjsvb7
title: Occurrence Download

description: A dataset containing 2212 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhus typhina",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2212 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002772-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7se2aw
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhus typhina",
 "Country is Latvia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 24 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002774-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ndu33n
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002775-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qrsrrw
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Material citation, Specimen, Fossil, Living Specimen, Occurrence evidence, Machine Observation, Observation)",
 "Geometry POLYGON((101.54327 34.55602,96.45496 26.17644,96.97563 24.25397,100.09965 23.93356,103.70428 24.09376,107.34896 23.97361,111.07375 23.25268,113.19648 24.33407,115.159 26.3767,114.76025 32.27309,108.95279 33.87515,101.54327 34.55602))",
 "TaxonKey is Sinocyclocheilus"
 ]
}

 The dataset includes 68 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002773-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.km275x
title: Occurrence Download

description: A dataset containing 2022 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhus typhina",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2022 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002777-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cjfktn
title: Occurrence Download

description: A dataset containing 204 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhus typhina",
 "Country is Luxembourg",
 "HasCoordinate is true"
 ]
}

 The dataset includes 204 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002776-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mjdsfk
title: Occurrence Download

description: A dataset containing 1414 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhus typhina",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1414 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002778-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/ej85-xp25
title: "6G OAM-THz Channel Dataset: ITU-R IMT-2030 Compliant Physics Simulation with 33 Parameters for Deep Reinforcement Learning"

description: "The 6G OAM THz Dataset is the first comprehensive, physics-based library dedicated to Orbital Angular Momentum (OAM) beam communications at sub-Terahertz frequencies (300-600 GHz) for 6G wireless systems. This dataset includes 270,000 high-fidelity samples with perfect validation quality, as well as 33 comprehensive physics parameters covering eight critical domains: atmospheric turbulence, weather environment, fading and channel characteristics, pointing and alignment, OAM beam physics, hardware impairments, propagation physics, and performance metrics.The dataset, created using rigorous physics-based simulatio ns, covers four deployment scenarios: lab controlled (70K samples), indoor realistic (80K samples), outdoor urban (70K samples), and high mobility (50K samples), providing comprehensive coverage from controlled environments to wide-area applications. Each sample includes realistic atmospheric modeling, hardware impairments, and ambient circumstances, resulting in throughput ranges of 0.1-1000 Gbps, latency performance of 0.011-2.841 ms, and SINR coverage ranging from -30 to +50 dB.This dataset is completely consistent with DOCOMO 6G specifications and ITU-R IMT-2030 frameworks, allowing for sophisticated Deep Reinforcement Learning applications in next-generation wireless communications. Multi-agent network optimization, dynamic beam steering control, adaptive power allocation, and interference mitigation procedures are some of the primary applications. The repository includes comprehensive documentation, visualization tools, and code samples to facilitate reproducible research in 6G system design, THz propagation modeling, and OAM-based wireless communications.Keywords: 6G wireless communications, Terahertz frequency, Orbital Angular Momentum, Deep Reinforcement Learning, Physics-based simulation, DOCOMO compliance, ITU-R IMT-2030, Channel modeling, Atmospheric turbulence, Wireless dataset"
DOI: 10.15468/dl.nrcrqr
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Castanopsis ouonbiensis"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002780-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n6grbp
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Dilobopterus costalimai"
 ]
}

 The dataset includes 134 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002781-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ksv3xj
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phellodendron amurense",
 "Country is Belarus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002783-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b7r4s5
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002782-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y622e8
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phellodendron amurense",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 114 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002784-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e233063v1-187381
title: State Education Contextual Data Resource (S-ECDR)

description: The State Education Contextual Data Resource (S-ECDR) is a historical dataset that compiles state-level indicators of public education systems in the United States from 1919/20 through 1973/74. The dataset includes measures related to public school financing, teacher characteristics, school and classroom contexts, and segregation and desegregation in the U.S. South. Data were drawn from four historical sources: the Biennial Surveys of Education, the Statistics of State School Systems, a 1967 Southern Education Reporting Service report, and U.S. Census Abstracts. <br><br>The dataset was created to support research on how early-life education contexts influence long-term outcomes in adulthood, particularly for cohorts who attended school during a period of significant expansion in U.S. public education. S-ECDR includes indicators that enable comparisons of state-level education investment, teacher workforce composition, and access to education across time and geographic region. The resource is designed to facilitate linkage to individual-level surveys containing state and year identifiers, enabling analysis of how historical education environments shaped later-life well-being.
description: No weights were applied. The dataset consists of a full census of state-level education indicators from 1919/20 to 1973/74, and no weighting is necessary for analysis.
description: Response Rates: Not applicable. The dataset was compiled from publicly available administrative records rather than collected from survey respondents.
description: Presence of Common Scales: Not applicable. No standardized scales were used; all data were extracted from historical administrative tables and reported as numeric values or percentages.
description: This dataset is a complete census of public education administrative data from the 50 U.S. states and the District of Columbia, collected biennially between 1919/20 and 1973/74. No sampling was used.
description: Public elementary and secondary education systems in the 50 U.S. states and the District of Columbia from 1919/20 through 1973/74. Smallest Geographic Unit: State
description: other; The S-ECDR was compiled from multiple historical sources and harmonized to provide consistent, state-level indicators across a 54-year period. Although the original data were administrative in nature, they were digitized and restructured to support longitudinal analysis and linkage to individual-level datasets. This version of the dataset is released through both ICPSR and MiCDA's Geographic Linkages Repository and includes documentation to support reproducibility and use across disciplines.
DOI: 10.15468/dl.2rhpd3
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phellodendron amurense",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 25 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002787-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eneexr
title: Occurrence Download

description: A dataset containing 1245 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phellodendron amurense",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1245 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002788-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4w6gus
title: Occurrence Download

description: A dataset containing 1405 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phellodendron amurense",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1405 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002789-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.678ng3
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Ferrariana trivittata"
 ]
}

 The dataset includes 94 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002786-250827131500795/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.30000055
title: Supplementary Material for: Gastric peroral endoscopic myotomy for refractory gastroparesis with a median follow up of 10 months-An Indian experience

description: Background- Gastric peroral endoscopic myotomy has shown promising results for refractory gastroparesis. We share our Indian experience of gastric peroral endoscopic myotomy performed over the last 5 years.
Methods- This is a retrospective study of prospectively maintained data of patients who underwent gastric peroral endoscopic myotomy for refractory gastroparesis at our centre. The primary outcome was to assess the clinical success at 3 months measured by ≥ 50% reduction of gastroparesis cardinal symptom index score from the baseline. The secondary outcomes were to assess the technical success, change in percentage retention at 4 hours in gastric emptying scintigraphy at 6 months, change in gastroparesis cardinal symptom index score, Patient Assessment of Upper Gastrointestinal Disorders-Quality of Life score at 1, 6 months and 1 year respectively and adverse event rate graded by AGREE classification.
Results- Between 2019 and 2024 16 patients underwent gastric peroral endoscopic myotomy in our unit. The median (IQR) age was 40 (30.5,48.75), and 10 were females (62.5%). The most common etiology was idiopathic (11/16, 68.8%). The clinical success at 3 months was 72.4% (8/11) which was sustained at 6 months and 1 year of follow-up to 71.7% (5/7). The technical success was 100%. There was a significant reduction in gastroparesis cardinal symptom index score, Patient Assessment of Upper Gastrointestinal Disorders-Quality of Life score at 1, 3, 6 months and 1 year. Similarly, there was a significant reduction in the percentage retention at 4 hours in gastric emptying scintigraphy at 6 months. One patient needed intraoperative needle aspiration of the capnoperitoneum while another had hematemesis after discharge which was managed conservatively.
Conclusion- Our first Indian experience of gastric peroral endoscopic myotomy for refractory gastroparesis shows similar outcomes compared to global literature with gastric peroral endoscopic myotomy emerging as a preferred modality in these subsets of patients.
DOI: 10.6084/m9.figshare.30000055.v1
title: Supplementary Material for: Gastric peroral endoscopic myotomy for refractory gastroparesis with a median follow up of 10 months-An Indian experience

description: Background- Gastric peroral endoscopic myotomy has shown promising results for refractory gastroparesis. We share our Indian experience of gastric peroral endoscopic myotomy performed over the last 5 years.
Methods- This is a retrospective study of prospectively maintained data of patients who underwent gastric peroral endoscopic myotomy for refractory gastroparesis at our centre. The primary outcome was to assess the clinical success at 3 months measured by ≥ 50% reduction of gastroparesis cardinal symptom index score from the baseline. The secondary outcomes were to assess the technical success, change in percentage retention at 4 hours in gastric emptying scintigraphy at 6 months, change in gastroparesis cardinal symptom index score, Patient Assessment of Upper Gastrointestinal Disorders-Quality of Life score at 1, 6 months and 1 year respectively and adverse event rate graded by AGREE classification.
Results- Between 2019 and 2024 16 patients underwent gastric peroral endoscopic myotomy in our unit. The median (IQR) age was 40 (30.5,48.75), and 10 were females (62.5%). The most common etiology was idiopathic (11/16, 68.8%). The clinical success at 3 months was 72.4% (8/11) which was sustained at 6 months and 1 year of follow-up to 71.7% (5/7). The technical success was 100%. There was a significant reduction in gastroparesis cardinal symptom index score, Patient Assessment of Upper Gastrointestinal Disorders-Quality of Life score at 1, 3, 6 months and 1 year. Similarly, there was a significant reduction in the percentage retention at 4 hours in gastric emptying scintigraphy at 6 months. One patient needed intraoperative needle aspiration of the capnoperitoneum while another had hematemesis after discharge which was managed conservatively.
Conclusion- Our first Indian experience of gastric peroral endoscopic myotomy for refractory gastroparesis shows similar outcomes compared to global literature with gastric peroral endoscopic myotomy emerging as a preferred modality in these subsets of patients.
DOI: 10.34740/kaggle/dsv/12892729
title: Intelligent Automation on Supply Chain
DOI: 10.15468/dl.pqq8ey
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Fingeriana dubia"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002791-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t6sa7x
title: Occurrence Download

description: A dataset containing 190 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acer palmatum",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 190 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002793-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xcc2pc
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002792-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8s5f3y
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acer palmatum",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 46 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002794-250827131500795/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.30009388
title: Spore and charcoal.xlsx

description: Data of fungal spore and charcoal
DOI: 10.6084/m9.figshare.30009388.v1
title: Spore and charcoal.xlsx

description: Data of fungal spore and charcoal
DOI: 10.15468/dl.nquapf
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006771-250827131500795/datasets/export for details.
DOI: 10.15468/dl.2jq3gz
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "HasCoordinate is false",
 "License is CC0 1.0",
 "Month is December",
 "OccurrenceStatus is Present",
 "Year 2015-2025"
 ]
}

 The dataset includes 104 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006773-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15537112
title: European waste water treatment plant effluent reference mixture (RefMix80)

description: A reference mixture of 80 chemicals relevant, representative, and realistic for European wastewater treatment plant effluents. Developed and assessed in the study of Beckers et al. 2023, Environment International, https://doi.org/10.1016/j.envint.2023.108155.
DOI: 10.5281/zenodo.15537113
title: European waste water treatment plant effluent reference mixture (RefMix80)

description: A reference mixture of 80 chemicals relevant, representative, and realistic for European wastewater treatment plant effluents. Developed and assessed in the study of Beckers et al. 2023, Environment International, https://doi.org/10.1016/j.envint.2023.108155.
DOI: 10.15468/dl.74qfmp
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pycnonotus jocosus",
 "Country is Seychelles",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006776-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.upspeh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pycnonotus jocosus",
 "Country is Saudi Arabia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006775-250827131500795/datasets/export for details.
DOI: 10.21954/ou.rd.29995003
title: REDEFINE (UK): Interview with the former leader P31 of London's local council

description: This document forms part of the REDEFINE research project (ERC Grant No. 885475), funded by the European Research Council. REDEFINE focuses on the dynamics and effects of China’s large-scale infrastructure investments in Europe, with a focus on Germany, Greece, Hungary, and the UK. Through multi-sited fieldwork and interdisciplinary analysis, the project seeks to understand the evolving relations between China and Europe and to assess what this means for politics, economic growth and development more broadly.This anonymised interview transcript presents a semi-structured interview conducted with the former leader P31 of London's local council. The conversation contributes to REDEFINE’s case study of ABP’s investment in Royal Albert Dock. All identifying details have been removed, and informed consent for participation and data use was obtained.