cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/x1zr4w
title: Predictions of core plasma performance for the SPARC tokamak

description: SPARC is designed to be a high-field, medium-size tokamak aimed at achieving net energy gain with Ion Cyclotron Range-of-Frequencies (ICRF) as its primary auxiliary heating mechanism. Empirical predictions with conservative physics indicate that SPARC baseline plasmas would reach Q~11, well above its mission objective of Q&gt;2. To build confidence that SPARC will be successful, physics-based integrated modeling has also been performed. The TRANSP code coupled with the theory-based TGLF turbulence model and EPED predictions for pedestal stability find that Q~9 is attainable in standard H-mode operation and confirms Q&gt;2 operation is feasible even with adverse assumptions. In this analysis, ion cyclotron waves are simulated with the full wave TORIC code and alpha heating is modeled with the Monte-Carlo fast ion NUBEAM module. Detailed analysis of expected turbulence regimes with linear and nonlinear CGYRO simulations is also presented, demonstrating that profile predictions with the TGLF reduced model are in reasonable agreement.
description: PSFC REPORT PSFC/JA-20-16<br><br>This work was funded by Commonwealth Fusion Systems under RPP005. C. Holland was supported by the U.S. Department of Energy, Office of Science, Office of Fusion Energy Sciences, under Award No. DE-SC0018287 (UCSD’s part of AToM SciDAC center). This research used resources of the National Energy Research Scientific Computing Center (NERSC), a U.S. Department of Energy Office of Science User Facility operated under Contract No. DE-AC02-05CH11231.
DOI: 10.7910/dvn/x7rzto
title: Replication Data and Programs for: Modeling Time-Varying Uncertainty of Multiple-Horizon Forecast Errors

description: Clark, Todd E., McCracken, Michael W., and Mertens, Elmar, (2020) "Modeling Time-Varying Uncertainty of Multiple-Horizon Forecast Errors." Review of Economics and Statistics 102:1, 17-33.
description: Todd Clark
DOI: 10.7910/dvn/lgb3fh
title: A92_4366.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/0bfbe7e8-16e3-0c5c-79d3-52e3d59e0fe9'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/0bfbe7e8-16e3-0c5c-79d3-52e3d59e0fe9
DOI: 10.7910/dvn/nki4jw
title: Guadeloupean Creole verb Lexicon

description: Extracted from Tourneux & Barbotin 1990, Bernini et al. 2014; Coded for alternation, etymology, source language, word formation based on verbs, translation, variation
DOI: 10.7910/dvn/rkwpbv
title: A11_20321.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/a78f393c-a757-46e1-9ecd-62ea0339445f'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/a78f393c-a757-46e1-9ecd-62ea0339445f
DOI: 10.7910/dvn/xadzzi
title: NCERT Exemplar Solutions 10th Class (Science)

description: NCERT Exemplar Solutions of Class 10th Science.
description: ZIP file
DOI: 10.7910/dvn/xduobp
title: modbm_us_5261_105_018

description: American Anti-Slavery Society. Colonization. (Compiled, chiefly from recent publications.). N.Y., [Published by R.G. Williams for the American Anti-Slavery Society] : [1837?] US 5261.105. Houghton Library, Harvard University, Cambridge, Mass.
description: URN-3:FHCL.HOUGH:100528217
DOI: 10.7910/dvn/ye1obh
title: EXPORT OF CROP PRODUCTION PRODUCTS: DATA COLLECTION ON STATE SUPPORT MEASURES

description: In the article, the authors consider state support for the export of the crop industry as one of the most critical sectors of Russian agriculture, which significantly impacts the country's food security. The authors developed a methodology for subsidizing the export of crop products based on the data of the rating of crops in terms of the economic efficiency of cultivation and export potential. According to the methodology, barley has the highest export potential in the region, followed by soybeans, rapeseed and wheat with the same score. Also, according to the method, the authors determined that the total amount of state support for growing export-oriented crops in the region is 15 241 093,23 dollars USD. The article also presents data on the major countries where the Novosibirsk region exports grain and leguminous crops. Based on all the data, the authors gave recommendations for government agencies to implement them in the state policy to support the export of the crop industry. These recommendations deserve the attention of not only government specialists but also all stakeholders who are associated with the crop industry.
DOI: 10.7910/dvn/4d3qvg
title: China Provincial Boundary

description: National level boundaries with generalized coastline corresponding to end-of-year administrative geography used for statistical reporting, and mid year geography, used for population census.
DOI: 10.7910/dvn/dcxwmm
title: Bringing law to the table: Legal claims, focal points, and the settlement of territorial disputes since 1945

description: Replication data for Huth et al. 2013.
DOI: 10.7910/dvn/fa3zjs
title: Pilot Project Land Degradation Neutrality (LDN), Namibia: Establishment of a baseline for land degradation in the region of Otjozondjupa

description: Soil and vegetation data collected to develop LDN baselines in Otjozondjupa region of Namibia. The baselines include: land cover change, land productivity, soil organic carbon, and bush encroachment.
DOI: 10.7910/dvn/falowm
title: VLA Ka-band (9 mm) Continuum - C-configuration (1.0 arcsec) - images

description: Data toward Orion protostars from the VLA in Ka-band taken in C-configuration with ~1 arcsecond resolution. The data are provided as combined images (9 mm) and separate 8.1 mm and 10.5 cm images with natural weighting and Briggs robust=0.5 weighting.
DOI: 10.6084/m9.figshare.29712209
title: Supplementary Material for: Human aortic vasoreactivity in response to various stimuli: A review

description: The aorta plays a crucial role in the blood circulation through its Windkessel function, buffering blood volume and regulating blood pressure. While traditionally viewed as primarily passive, this function may be actively regulated by vascular smooth muscle cells in the aortic wall through vasoconstriction or dilation. Despite the widespread use of antihypertensive drugs that target vascular tone, our understanding of human aortic vasoreactivity remains limited. This review therefore aims to evaluate the vasoreactivity of the human aorta in response to various pharmacological and non-pharmacological stimuli. A systematic search of the PubMed database was conducted for articles published before 1 January 2024. Of the 1179 articles that were screened for inclusion, 30 articles met the inclusion criteria. Ten studies involved ex vivo examinations, while 20 studies involved in vivo measurements. Ex vivo pharmacological testing revealed vasoconstriction induced by adrenergic and endothelin-A receptor agonists and prostanoids. Pharmacological vasodilation was observed following in vivo or ex vivo administration of nitrates and calcium channel blockers, although acetylcholine did not induce vasodilation ex vivo. Additionally, tobacco smoking and intravenous cocaine use were associated with vasoconstriction, whereas anesthetic agents were involved in potential aortic vasodilation. These findings challenge the traditional view of the aorta as a passive conduit, highlighting its vasoconstrictive and vasodilative properties in response to vasoactive stimuli. This revised understanding has significant implications for prescribing antihypertensive drugs, which commonly have vasodilatory effects. The potential impact of these vasoactive therapies on the aorta’s Windkessel function warrants careful consideration, particularly in patients with aortic pathologies.
DOI: 10.6084/m9.figshare.29712209.v1
title: Supplementary Material for: Human aortic vasoreactivity in response to various stimuli: A review

description: The aorta plays a crucial role in the blood circulation through its Windkessel function, buffering blood volume and regulating blood pressure. While traditionally viewed as primarily passive, this function may be actively regulated by vascular smooth muscle cells in the aortic wall through vasoconstriction or dilation. Despite the widespread use of antihypertensive drugs that target vascular tone, our understanding of human aortic vasoreactivity remains limited. This review therefore aims to evaluate the vasoreactivity of the human aorta in response to various pharmacological and non-pharmacological stimuli. A systematic search of the PubMed database was conducted for articles published before 1 January 2024. Of the 1179 articles that were screened for inclusion, 30 articles met the inclusion criteria. Ten studies involved ex vivo examinations, while 20 studies involved in vivo measurements. Ex vivo pharmacological testing revealed vasoconstriction induced by adrenergic and endothelin-A receptor agonists and prostanoids. Pharmacological vasodilation was observed following in vivo or ex vivo administration of nitrates and calcium channel blockers, although acetylcholine did not induce vasodilation ex vivo. Additionally, tobacco smoking and intravenous cocaine use were associated with vasoconstriction, whereas anesthetic agents were involved in potential aortic vasodilation. These findings challenge the traditional view of the aorta as a passive conduit, highlighting its vasoconstrictive and vasodilative properties in response to vasoactive stimuli. This revised understanding has significant implications for prescribing antihypertensive drugs, which commonly have vasodilatory effects. The potential impact of these vasoactive therapies on the aorta’s Windkessel function warrants careful consideration, particularly in patients with aortic pathologies.
DOI: 10.6084/m9.figshare.29712209.v2
title: Supplementary Material for: Human aortic vasoreactivity in response to various stimuli: A review

description: The aorta plays a crucial role in the blood circulation through its Windkessel function, buffering blood volume and regulating blood pressure. While traditionally viewed as primarily passive, this function may be actively regulated by vascular smooth muscle cells in the aortic wall through vasoconstriction or dilation. Despite the widespread use of antihypertensive drugs that target vascular tone, our understanding of human aortic vasoreactivity remains limited. This review therefore aims to evaluate the vasoreactivity of the human aorta in response to various pharmacological and non-pharmacological stimuli. A systematic search of the PubMed database was conducted for articles published before 1 January 2024. Of the 1179 articles that were screened for inclusion, 30 articles met the inclusion criteria. Ten studies involved ex vivo examinations, while 20 studies involved in vivo measurements. Ex vivo pharmacological testing revealed vasoconstriction induced by adrenergic and endothelin-A receptor agonists and prostanoids. Pharmacological vasodilation was observed following in vivo or ex vivo administration of nitrates and calcium channel blockers, although acetylcholine did not induce vasodilation ex vivo. Additionally, tobacco smoking and intravenous cocaine use were associated with vasoconstriction, whereas anesthetic agents were involved in potential aortic vasodilation. These findings challenge the traditional view of the aorta as a passive conduit, highlighting its vasoconstrictive and vasodilative properties in response to vasoactive stimuli. This revised understanding has significant implications for prescribing antihypertensive drugs, which commonly have vasodilatory effects. The potential impact of these vasoactive therapies on the aorta’s Windkessel function warrants careful consideration, particularly in patients with aortic pathologies.
DOI: 10.15468/dl.b4a84c
title: Occurrence Download

description: A dataset containing 136 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Polybia ruficeps"
 ]
}

 The dataset includes 136 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025461-250811113504898/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.29950373
title: Derived Data

description: Derived data and metadata associated with Harrison and Nelson 2025. All data were collected at the University of California McLaughlin Reserve (<br>10.21973/N3W08D).
DOI: 10.6084/m9.figshare.29950373.v1
title: Derived Data

description: Derived data and metadata associated with Harrison and Nelson 2025. All data were collected at the University of California McLaughlin Reserve (<br>10.21973/N3W08D).
DOI: 10.15468/dl.9rd3j8
title: Occurrence Download

description: A dataset containing 16218 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Andropogon gerardi"
 ]
}

 The dataset includes 16218 records from 223 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025749-250811113504898/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.29892218
title: Raw data files for "Conservation and divergence of ciprofloxacin persister survival mechanisms between <i>Pseudomonas aeruginosa</i> and <i>Escherichia coli</i>"

description: Raw data files for all figures, including survival fractions for persister curves, OD<sub>600</sub> measurements for growth assays, relative CFU/mL for culturability assessments, and percent of populations that are GFP- from flow cytometry histograms.
DOI: 10.6084/m9.figshare.29892218.v1
title: Raw data files for "Conservation and divergence of ciprofloxacin persister survival mechanisms between <i>Pseudomonas aeruginosa</i> and <i>Escherichia coli</i>"

description: Raw data files for all figures, including survival fractions for persister curves, OD<sub>600</sub> measurements for growth assays, relative CFU/mL for culturability assessments, and percent of populations that are GFP- from flow cytometry histograms.
DOI: 10.5281/zenodo.18028776
title: Proteogenomic Characterization of Pulmonary Large-Cell Neuroendocrine Carcinoma Identifies Molecular Features and Therapeutic Strategy
DOI: 10.15468/dl.gtx9dy
title: Occurrence Download

description: A dataset containing 1613 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (function (name, pos = -1, envir = as.environment(pos), all.names = FALSE, pattern, sorted = TRUE) \n{\n if (!missing(name)) {\n pos &lt;- tryCatch(name, error = function(e) e)\n if (inherits(pos, \"error\")) {\n name &lt;- substitute(name)\n if (!is.character(name)) \n name &lt;- deparse(name)\n warning(gettextf(\"%s converted to character string\", sQuote(name)), domain = NA)\n pos &lt;- name\n }\n }\n all.names &lt;- .Internal(ls(envir, all.names, sorted))\n if (!missing(pattern)) {\n if ((ll &lt;- length(grep(\"[\", pattern, fixed = TRUE))) && ll != length(grep(\"]\", pattern, fixed = TRUE))) {\n if (pattern == \"[\") {\n pattern &lt;- \"\\\\[\"\n warning(\"replaced regular expression pattern '[' by '\\\\\\\\['\")\n }\n else if (length(grep(\"[^\\\\\\\\]\\\\[&lt;-\", pattern))) {\n pattern &lt;- sub(\"\\\\[&lt;-\", \"\\\\\\\\\\\\[&lt;-\", pattern)\n warning(\"replaced '[&lt;-' by '\\\\\\\\[&lt;-' in regular expression pattern\")\n }\n }\n grep(pattern, all.names, value = TRUE)\n }\n else all.names\n}, Technomyrmex albipes, Leptogenys diminuta, Vollenhovia emeryi, Paratrechina vividula, Tetramorium lanuginosum, Pheidole gatesi, Pheidole plagiaria, Monomorium chinense, Pheidole planifrons, Lasius hayashi, Lasius japonicus, Pristomyrmex punctatus, Crematogaster rogenhoferi, Tetramorium wroughtonii, Polyrhachis moesta, Polyrhachis rastellata, Polyrhachis subpilosa, Polyrhachis vigilans, Tetraponera attenuata, Anochetus risii, Aphaenogaster exasperata, Aphaenogaster feae, Aphaenogaster hunanensis, Aphaenogaster rothneyi, Aphaenogaster schurri, Camponotus bedoti, Camponotus compressus, Camponotus helvus, Camponotus irritans, Camponotus itoi, Camponotus jianghuaensis, Camponotus keihitoi, Camponotus nipponensis, Camponotus parius, Camponotus selene, Camponotus singularis, Camponotus variegatus, Camponotus wasmanni, Cataulacus granulatus, Dilobocondyla fouqueti, Dolichoderus feae, Dolichoderus flatidorsus, Dolichoderus incisus, Dolichoderus sibiricus, Dolichoderus taprobanae, Vollenhovia acanthina, Harpegnathos venator, Hypoponera confinis, Hypoponera sauteri, Leptogenys kitteli, Leptogenys peuqueti, Liometopum sinense, Lasius coloratus, Messor aciculatus, Monomorium floricola, Monomorium intrudens, Monomorium orientale)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Country is one of (China, Chinese Taipei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1613 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011764-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.36083
title: DMHG-CD
title: 一种基于动态多模异构图的认知战社交机器人检测方法（DMHG-CD）

description: Propose a cognitive warfare social robot detection method based on dynamic multimodal heterogeneous graph (DMHG-CD). Firstly, text and image unimodal features are extracted using RoBERTa and CLIP ViT models, and combined with bidirectional cross modal attention mechanism to achieve semantic collaborative fusion and user level feature aggregation; Secondly, construct a dynamic heterogeneous graph snapshot covering 5 types of social relationships, and use relationship specific attention and gated loop units to dynamically update heterogeneous social features; Finally, by capturing long-range evolutionary dependencies through temporal Transformer and combining temporal attention pooling to focus on critical stages of behavior mutations, the classification results are output. 
description: Propose a cognitive warfare social robot detection method based on dynamic multimodal heterogeneous graph (DMHG-CD). Firstly, text and image unimodal features are extracted using RoBERTa and CLIP ViT models, and combined with bidirectional cross modal attention mechanism to achieve semantic collaborative fusion and user level feature aggregation; Secondly, construct a dynamic heterogeneous graph snapshot covering 5 types of social relationships, and use relationship specific attention and gated loop units to dynamically update heterogeneous social features; Finally, by capturing long-range evolutionary dependencies through temporal Transformer and combining temporal attention pooling to focus on critical stages of behavior mutations, the classification results are output.
DOI: 10.57760/sciencedb.36086
title: Monitoring data
title: Monitoring data

description: The data monitored during the research process of the incineration plant includes CO2, CO, PM, HF, Ammonia, and operating parameters of the incineration plant.
description: The data monitored during the research process of the incineration plant includes CO2, CO, PM, HF, Ammonia, and operating parameters of the incineration plant.
DOI: 10.57760/sciencedb.j00289.00023
title: Research on the Impact of Strategic Emerging Industry Clusters on Key Core Technology Breakthroughs of Enterprises
title: 战略性新兴产业集群对企业关键核心技术突破的影响研究

description: This data is mainly used to explore the impact and mechanism of strategic emerging industry clusters on key core technology breakthroughs. It is a sample of Chinese A-share listed companies in Shanghai and Shenzhen from 2014 to 2023, including enterprise key core technologies, strategic emerging industry cluster policies, control variables, mechanism variables, heterogeneity analysis variables, and moderating variables. The data is sourced from the official website of the National Development and Reform Commission of China, the CSMAR database, and manually organized by the State Intellectual Property Administration of China, and has certain practical value. 
description: This data is mainly used to explore the impact and mechanism of strategic emerging industry clusters on key core technology breakthroughs. It is a sample of Chinese A-share listed companies in Shanghai and Shenzhen from 2014 to 2023, including enterprise key core technologies, strategic emerging industry cluster policies, control variables, mechanism variables, heterogeneity analysis variables, and moderating variables. The data is sourced from the official website of the National Development and Reform Commission of China, the CSMAR database, and manually organized by the State Intellectual Property Administration of China, and has certain practical value.
DOI: 10.57760/sciencedb.36059
title: Cognitive load modulates motor interference effect
title: Cognitive load modulates motor interference effect

description: A three-factor within-subjects design was adopted, orthogonally manipulating the following independent variables: (1) interfering stimulus valence and arousal (labeled as dangerousness in the dataset), with three levels: dangerous high-arousal, dangerous medium-arousal, and neutral low-arousal; (2) cognitive load (labeled as load), with two levels: high and low; and (3) response type (labeled as gonogo), with two levels: Go and NoGo.The formal task consisted of two blocks corresponding to the high and low cognitive load conditions, with 144 trials per block. Each block comprised 3 levels of interfering stimulus danger and arousal × 2 levels of response type (Go/NoGo) × 24 repetitions. Prior to the formal experiment, participants completed 9 practice trials for each block to familiarize themselves with the task requirements. To mitigate fatigue, participants were provided with a rest period of at least 2 minutes after every 72 trials.
description: A three-factor within-subjects design was adopted, orthogonally manipulating the following independent variables: (1) interfering stimulus valence and arousal (labeled as dangerousness in the dataset), with three levels: dangerous high-arousal, dangerous medium-arousal, and neutral low-arousal; (2) cognitive load (labeled as load), with two levels: high and low; and (3) response type (labeled as gonogo), with two levels: Go and NoGo.The formal task consisted of two blocks corresponding to the high and low cognitive load conditions, with 144 trials per block. Each block comprised 3 levels of interfering stimulus danger and arousal × 2 levels of response type (Go/NoGo) × 24 repetitions. Prior to the formal experiment, participants completed 9 practice trials for each block to familiarize themselves with the task requirements. To mitigate fatigue, participants were provided with a rest period of at least 2 minutes after every 72 trials.
DOI: 10.15468/dl.brmzxz
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudobotrys cauliflora",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 28 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011765-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18364078
title: PSCount: Dataset and Pre-trained Model for Polystyrene Particle Counting

description: This dataset accompanies the PSCount software for automated polystyrene particle counting in brightfield microscopy images.

Contents:- Training data: 19 labeled images with point annotations and generated masks- Test data: 24 images with ground truth (Set A: point annotations, Set B: CSV)- Pre-trained model: Fine-tuned Cellpose-SAM model- Output: Prediction results and probability maps

The fine-tuned model achieves MAE of 2.1 particles per image, representing a 97% reduction in counting error compared to the base Cellpose-SAM model.

Code available at: https://github.com/seoleuns/pscount