cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/e192222v1
title: Data and Code for: The Changing Firm and Country Boundaries of US Manufacturers in Global Value Chains

description: This paper documents how US firms organize goods production across firm and country boundaries. Most US firms that perform physical transformation tasks in-house using foreign manufacturing plants in 2007 also own US manufacturing plants; moreover manufacturing comprises their main domestic activity. By contrast, “factoryless goods producers” outsource all physical transformation tasks to arm's-length contractors, focusing their in-house efforts on design and marketing. This distinct firm type is missing from standard analyses of manufacturing, growing in importance, and increasingly reliant on foreign suppliers. Physical transformation “within-the-firm” thus coincides with substantial physical transformation “within-the-country,” whereas its performance “outside-the-firm” often also implies “outside-the-country.” Despite these differences, factoryless goods producers and firms with foreign and domestic manufacturing plants both employ relatively high shares of US knowledge workers. These patterns call for new models and data to capture the potential for foreign production to support domestic innovation, which US firms leverage around the world.
description: None used
description: Response Rates: See appendix tables.
description: Presence of Common Scales: NA
description: See appendix.
description: There are two data sources in the paper:<br><br>1. All US firms that manufacture anywhere in the world in 2007.<br><br>2. Firms with wholesale establishments in 2017 that do not have any US manufacturing plants, and that respond to the 2017 Census of Wholesale trade Special Inquiry questions. These firms are followed back in time to 1992. . Smallest Geographic Unit: countries
description: other;
DOI: 10.34740/kaggle/dsv/6507972
title: Youtube Trending Video - Taiwan & Hong Kong
DOI: 10.34740/kaggle/dsv/6508022
title: Global Crypto Currency Price Database
DOI: 10.25442/hku.24042340
title: Supporting data for "The antiviral potential of an arginine depletion agent in influenza viruses and human coronaviruses"<b>.</b>

description: All raw data for "The antiviral potential of an arginine depletion agent in influenza viruses and human coronaviruses". Files are categorised based on the type of experiment. Dataset includes mostly images, which range from live cell images to fluorescent images and to those taken using transmission electron microscope. There are also other supporting data which includes qRT-PCR and virus titration.
DOI: 10.25442/hku.24042340.v1
title: Supporting data for "The antiviral potential of an arginine depletion agent in influenza viruses and human coronaviruses"<b>.</b>

description: All raw data for "The antiviral potential of an arginine depletion agent in influenza viruses and human coronaviruses". Files are categorised based on the type of experiment. Dataset includes mostly images, which range from live cell images to fluorescent images and to those taken using transmission electron microscope. There are also other supporting data which includes qRT-PCR and virus titration.
DOI: 10.6084/m9.figshare.24168123
title: Branch coverage raw files in Defects4J

description: Branch coverage raw files in Defects4J.
DOI: 10.6084/m9.figshare.24166641
title: Statement coverage raw files in Defects4J

description: Statement coverage raw files in Defects4J.
DOI: 10.6084/m9.figshare.24136167.v2
title: <b>Daily dataset of air temperature, snow depth, and ground temperature for </b><b>Northern Hemisphere</b>

description: The dataset consists of three compressed files (.7z), each containing data in text format, and three metadata files for the three variables (Ta, Sd, and Tg). The data for each station is stored in separate text files, and they all have a consistent time series from 1960/01/01 to 2021/12/31. The total number of files corresponding to the number of stations provided for Ta, Sd, and Tg are as follows: 27,768 files for Ta, 32,417 files for Sd, and 659 files for Tg. Basic information about the measurement station, such as gage name, identification number (ID), coordinates, and gage elevation, is provided in the metadata files. Additionally, for Tg metadata, information about the depths with measured data is also provided. The format of each file for Ta and Sd is consistent, with columns including "Date," "Values," and "Flags." In this format, the "Values" column includes both observed data and derived data, which are determined by flag values. For example, 1 represents observed data, and 2 represents derived data. For Tg data, the columns include "Date," "Depth_," and "Flag_." Since each Tg measurement station has multiple measurement depths, data and flags are provided separately for each depth. The filename for each measurement station is set as ".txt," where latitude and longitude values are rounded to 3 digits after the decimal point.
DOI: 10.34740/kaggle/dsv/6508116
title: WallStreetBets 2022
DOI: 10.13011/m3-tzyf-xc43
title: Temperature-Dependent Material Property Database: NAB (Plate)
DOI: 10.25959/dxqt-p586
title: Data from Appendix B of "A systematic review of digital innovations in technology-enhanced learning designs in higher education"

description: These Excel (.xlsx) and .csv files contain summary information of the 130 publications included in 'A systematic review of digital innovations in technology-enhanced learning designs in higher education' by Choi-Lundberg et al., published in the Australasian Journal of Educational Technology (AJET), DOI: https://doi.org/10.14742/ajet.7615.  Row 1 of the 'Appendix B' sheet contains the column headings, and these are also listed in Appendix B of the AJET article. Rows 2 to 131 contain the data for each of the 130 publications. Field of education codes (column I) are listed in cells I134 to I145, Kirkpatrick level codes (column O) are listed in cells O134 to O139, and Cook and Ellaway categories (column P)  are listed in cells P134 to P141.
DOI: 10.25959/zvtg-tk34
title: Tracking of serum lipid and lipoprotein levels from childhood and adolescence to adulthood: Systematic review and meta-analysis

description: The dataset contains the data extracted from the studies included in the systematic review entitled "Tracking of serum lipid and lipoprotein levels from childhood and adolescence to adulthood: Systematic review and meta-analysis".

Data was extracted from original empirical research journal articles published in MEDLINE, Embase, Web of Science (Core Collection), or Google Scholar databases before April 2022 that measured tracking of lipids from childhood or adolescence (defined as < 18 years of age) to adulthood (aged ≥ 18 years) using correlation coefficients or tracking coefficients. 

The dataset contains the following information extracted from each study: study name, study design, country where data were collected, type of lipid, effect estimate, tracking effect measure, variables used for adjustment (if any), sample size (total and by sex), sex, ethnicity (if stratified by ethnicity), age at baseline, length of follow-up, calendar years at baseline and follow-up, fasting status at baseline and follow-up as defined by the authors, number of measurements used to derive levels at baseline and follow-up, and measurement methods (e.g., assay, calculations). 

Analysis of the data is complete and the findings will be published in a scientific journal.

The protocol of the systematic review is published in the International Prospective Register of Systematic Reviews, PROSPERO (protocol ID: CRD42020208859).
DOI: 10.26179/6cte-9q61
title: Meteorological Observations, Winter Traverses, Law Dome 1981
DOI: 10.6084/m9.figshare.24171816.v1
title: <b>Identification of key genes related to oxidative stress in Type 2 Diabetes Mellitus and prediction of potential traditional Chinese medicine based on comprehensive bioinformatics analysis</b>

description: <b>Background:</b><b> </b>The oxidative stress (OS) process can significantly impact diabetes, especially type 2 diabetes mellitus (T2DM). This study aimed to identify OS-related genes which may play important roles in T2DM and to screen for traditional Chinese medicine (TCM) that could be applied.<b>Methods:</b><b> </b>The GSE23343 data set was downloaded from the Gene Expression Omnibus (GEO) database and differentially expressed genes (DEGs) were identified between healthy and T2DM patients. Then, weighted gene co-expression network analysis (WGCNA) was applied. The modules which showed high correlation with clinical traits were selected and the core genes in the modules were identified. OS-related genes were obtained from searching the GeneCards database. The overlapping set of DEGs, WGCNA modular genes, and OS-related genes yielded hub genes in OS-related T2DM. These genes were examined in GSE15653 dataset. Potential TCMs were found by mapping the hub genes with the Coremine Medical database.<b>Results:</b><b> </b>A total of 394 DEGs (136 up-regulated and 258 down-regulated DEGs.) were identified in the GSE23343 cohort. WGCNA results showed that the turquoise module (cor=–0.56, P=0.02) and the brown module (cor=0.66, P=0.004) were the most negatively and positively correlated with T2DM, respectively, and 1016 key keys were identified from the two key modules. We identified three up-regulated hub genes (IL33, S100A8, GOLM1) and three down-regulated hub genes (SNRNP70, HGFAC, GOLM1), which performed well in distinguishing T2DM from healthy samples (AUC&gt;0.8). In addition, six plants used in TCM are predicted to affect expression of these genes.<b>Conclusion:</b><b> </b>IL33, S100A8, GOLM1, SNRNP70, HGFAC, and OSGIN1 are key biomarker genes in OS-related T2DM. TCMs could supplement current therapies by affecting expressions of these genes.
DOI: 10.6084/m9.figshare.24171828
title: Supp file

description: Raw data for the integrated marine medaka metagenomics data in gill and gut
DOI: 10.6084/m9.figshare.24171828.v1
title: Supp file

description: Raw data for the integrated marine medaka metagenomics data in gill and gut
DOI: 10.6084/m9.figshare.23500326
title: <strong>Analysis of a spatial point pattern in relation to a reference point</strong> Program main.cpp (c++) Data sample.csv

description: This paper develops a new method for analyzing the relationship between a set of points and another single point, the latter of which we call a reference point.
DOI: 10.26179/sges-gj23
title: Stratigraphy and Snow Density Measurements, Law Dome 1983
DOI: 10.15473/1838614
title: TEAMER: Electrically Engaged Undulation (EEL) System

description: The Electrically Engaged UnduLation (EEL) system is a buoyancy-driven submersible device for powering oceanographic instruments. Physically, EEL is a slender body whose flexible spine is made up of energy units interconnected by uniaxial hinges. Each unit consists of a pair of piezoelectric elements that converts the bending stress into electrical current to a battery charging circuit. An outer plastic skin forms a seal against water and allows for flexibility at hinge locations. At the top is a bluff body with electronics that holds a ballast for buoyancy adjustment. The bluff body is also responsible for creating fluid instabilities in its wake. When gliding through the water (mode 2), the spine will flex in response to the alternating vortices that shed from the head. This "lock-in" phenomenon occurs when the frequency at which vortices shed resonates with the EEL natural frequency, during which the efficient gaits were found in species of sea snake, eels, and fish. For active propulsion, a single motor can be placed at the first segment and provide the oscillatory input for propulsion similar to a dolphin's kick. Such anguilliform swimming is both efficient and nearly silent compared to a spinning propeller. Ultimately, mimicking bio-locomotion provides a viable path to a drag-reduced, self-propelled energy harvesting system for ocean monitoring.
DOI: 10.6084/m9.figshare.24168492.v1
title: eBird preprocessed observer-oriented dataset

description: The eBird dataset stands out as one of the premier citizen science data sources, greatly aiding numerous research endeavours. Although the existing eBird Application Programming Interface (API) provides useful access to various aspects of eBird dataset, it does not provide a dataset based on observers. In this study, we introduce a restructured eBird theme dataset which centers on the aggregation and summary of each observer’s monthly observation to give a profile, as well as categorize each observation into a binary concept based on the observer’s travelling status. Our dataset spans from 2018 to 2022 including 10,447 species, 576,228 observers from 250 countries and regions. This dataset offers a fresh perspective upon the eBird dataset, enabling insights into observer behaviour and preference, thereby facilitating further exploration of this valuable resource.
DOI: 10.6084/m9.figshare.24146680.v2
title: Supplementary Tables from Gene duplication is the primary driver of intraspecific genomic divergence in coral algal symbionts

description: Supplementary Tables S1-S7
DOI: 10.6084/m9.figshare.24146680
title: Supplementary Tables from Gene duplication is the primary driver of intraspecific genomic divergence in coral algal symbionts

description: Supplementary Tables S1-S7
DOI: 10.6084/m9.figshare.24146680.v1
title: Supplementary Tables from Gene duplication is the primary driver of intraspecific genomic divergence in coral algal symbionts

description: Supplementary Tables S1-S7
DOI: 10.5281/zenodo.8365211
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Edmund Kirby Smith, http://www.wikidata.org/entity/Q551560. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q551560
DOI: 10.5281/zenodo.8365210
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Edmund Kirby Smith, http://www.wikidata.org/entity/Q551560. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q551560
DOI: 10.14457/tu.the.2022.673
title: การกำหนดสถานะทางกฎหมายของ non-fungible token (NFT)

description: โลกสินทรัพย์ดิจิทัล นอกจากคริปโทเคอร์เรนซี หรือเหรียญดิจิทัลอย่าง Bitcoin, Ethereum, Dogecoin ฯลฯ ที่เป็นที่นิยมอย่างมากอีกหนึ่งสินทรัพย์ที่ได้รับความนิยมและกำลังเป็นกระแสในสังคมไม่แพ้กันนั่นก็คือ NFT (None-fungible Token) ในปัจจุบันนี้อย่างที่ทราบกันดีว่ากระแสของ NFT (None-fungible Token) นั้นได้รับความนิยมอย่างมาก ซึ่ง NFT นั้นเป็นสินทรัพย์ดิจิทัลอย่างหนึ่งที่แสดงถึงทรัพย์สินหรือวัตถุที่อ้างถึงในโลกความเป็นจริง ซึ่ง NFT นั้นถือได้ว่าเป็นเทคโนโลยีใหม่บนระบบบล็อกเชน เป็นเป็นคริปโทเคอร์เรนซี (Cryptocurrency) อย่างหนึ่งที่มีลักษณะเป็นโทเคนดิจิทัล (Digital Token) ที่มีความเฉพาะตัวที่ไม่สามารถทดแทนได้ ดังนั้น NFT นั้น จึงถือได้ว่ามีความยึดโยงในส่วนของการนำผลงานอันมีลิขสิทธิ์มาออกเป็นโทเคนจึงอาจจะกล่าวได้ว่ามีเรื่องของทรัพย์สินทางปัญญาประเภทลิขสิทธิ์เข้ามาเกี่ยวข้อง ซึ่งการคุ้มครองตามพระราชบัญญัติลิขสิทธิ์ พ.ศ.2537 และความคุ้มครองตามพระราชกำหนดการประกอบธุรกิจสินทรัพย์ดิจิทัล พ.ศ. 2561 ซึ่งการคุ้มครองในความเป็นสินทรัพย์ดิจิทัลประเภท (None-fungible Token) นั้นยังไม่มีความชัดเจนในส่วนของการนิยามความเป็นสินทรัพย์ตามกฎหมาย และสถานะทางกฎหมายของสินทรัพย์ดิจิทัลประเภท (None-fungible Token) ในปัจจุบันมีกฎหมายหรือการกำกับดูแลสินทรัพย์ประเภทนี้อย่างไร การศึกษานี้เป็นการใช้หลักกฎหมายทรัพย์สินทางปัญญาประเภทลิขสิทธิ์ หรือพระราชบัญญัติลิขสิทธิ์ พ.ศ.2537 ในการตีความการให้ความคุ้มครองสินทรัพย์ดิจิทัลประเภท NonFungible Token (NFT) โดยนำลักษณะทั่วไปของความเป็นลิขสิทธิ์ ทั้งในประเทศไทยและศึกษากฎหมายลิขสิทธิ์ของต่างประเทศและนำมาวิเคราะห์ถึงประเด็นปัญหาที่เกิดขึ้น ทั้งในมุมมองของการปฏิบัติในปัจจุบัน ซึ่งกฎหมายไทยนั้นได้มีการนิยามความเป็นสินทรัพย์ดิจิทัล และมีการบังคับใช้พระราชกำหนดว่าด้วยการประกอบธุรกิจสินทรัพย์ดิจิทัล พ.ศ. 2561 เพื่อกำกับดูแลการซื้อขายแลกเปลี่ยนสินทรัพย์ดิจิทัล ได้แก่ คริปโทเคอร์เรนซี (cryptocurrency) และโทเคนดิจิทัล (digital token) แต่ไม่มีความชัดเจนมากพอในส่วนของการนิยามและสถานะของโทเคนดิจิทัล ดังนั้นจึงมุ่งเน้นศึกษาถึงสินทรัพย์ประเภทดิจิทัลประเภท Non-Fungible Token (NFT) และเงื่อนไขการพิจารณาประเภทของโทเคนดิจิทัล รวมถึงการพิจารณาถึงความเป็นสินทรัพย์ดิจิทัลและแนวทางการพัฒนาให้สินทรัพย์ดิจิทัลในปัจจุบันให้มีความสอดคล้องกับสถานการณ์ปัจจุบันอย่างเพียงพอ
DOI: 10.5519/qd.x9d5bmlz
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (5669636 records)
DOI: 10.57931/2001008
title: CERF Visualization: Wind turbine siting in central California, USA from 2020-2050

description: CERF Visualization: Wind turbine siting in central California from 2020-2050 Visualization of CERF outputs for years 2020-2050 in 5-year time steps for a region in central California, USA. This visualization uses Google Earth Pro to zoom into the region of interest, show the layered application of wind suitability criteria, show the siting for each year in planform, and then zoom into to show functional wind turbines as they are added annually to the area of interest.
DOI: 10.57967/hf/1134
title: USMLE
DOI: 10.6084/m9.figshare.13607441
title: XW_AFT_data

description: XW_AFT_data
DOI: 10.6084/m9.figshare.13607441.v2
title: XW_AFT_data

description: XW_AFT_data
DOI: 10.6084/m9.figshare.13607441.v1
title: PD&HO_v2.xls

description: raw data for sequential working memory in Parkinson's disease
DOI: 10.34740/kaggle/dsv/6508391
title: Our World in Data - COVID-19
DOI: 10.5281/zenodo.8361601
title: Runoff threshold responses in continental Boreal catchments: Nexus of sub-humid climate, low-relief, surficial geology and land cover

description: Revision in journal Water Resources Research,Paper # 2023WR034752RR the publication doi: doi.org/10.1029/2023WR034752 Abstract We examined annual runoff from 20 meso-scale catchments over 25 years, to elucidate how interactions between physiography and long-term weather patterns influence the magnitude of spatial-temporal thresholds in annual runoff responses in water-limited, low-relief, glaciated continental Boreal landscapes. Annual runoff ranged over two orders of magnitude (&lt;3 to &gt;300 mm) among catchments receiving similar annual precipitation. Threshold relationships were observed with cumulative regional moisture deficits that reflected spatial-temporal differences in effective storage and antecedent moisture among catchments with differing portions of glacial-deposit and land-cover types. The importance of the glacial-deposit texture and forest-peatland cover on runoff behavior among catchments varied with weather patterns and catchment antecedent moisture states. Dry states yielded low annual runoff that ranged by two orders of magnitude (0 to 80 mm), with higher values in catchments with predominantly coarse-textured deposits. During near normal antecedent moisture, annual runoff remained low (&lt;10 mm) in catchments associated with fine-textured, hummocky landforms and deciduous forests. Annual runoff &gt;10 mm was observed only in catchments with extensive peatlands. Infrequent wet states resulted in increased runoff in all catchments; however, ranges in maximum runoff were associated with heterogeneity in catchment landforms and land covers. Integrating cumulative precipitation with the proportion of glacial-deposit and land-cover types within catchments can: 1) represent water cycling and regional sink-source dynamics controlling runoff, and 2) provide an effective management framework for predicting climate and land-use impacts on regional runoff in water-limited, low-relief, glaciated landscapes such as the Boreal Plain.
DOI: 10.5281/zenodo.8361600
title: Runoff threshold responses in continental Boreal catchments: Nexus of sub-humid climate, low-relief, surficial geology and land cover

description: Revision in journal Water Resources Research,Paper # 2023WR034752RR the publication doi: doi.org/10.1029/2023WR034752 Abstract We examined annual runoff from 20 meso-scale catchments over 25 years, to elucidate how interactions between physiography and long-term weather patterns influence the magnitude of spatial-temporal thresholds in annual runoff responses in water-limited, low-relief, glaciated continental Boreal landscapes. Annual runoff ranged over two orders of magnitude (&lt;3 to &gt;300 mm) among catchments receiving similar annual precipitation. Threshold relationships were observed with cumulative regional moisture deficits that reflected spatial-temporal differences in effective storage and antecedent moisture among catchments with differing portions of glacial-deposit and land-cover types. The importance of the glacial-deposit texture and forest-peatland cover on runoff behavior among catchments varied with weather patterns and catchment antecedent moisture states. Dry states yielded low annual runoff that ranged by two orders of magnitude (0 to 80 mm), with higher values in catchments with predominantly coarse-textured deposits. During near normal antecedent moisture, annual runoff remained low (&lt;10 mm) in catchments associated with fine-textured, hummocky landforms and deciduous forests. Annual runoff &gt;10 mm was observed only in catchments with extensive peatlands. Infrequent wet states resulted in increased runoff in all catchments; however, ranges in maximum runoff were associated with heterogeneity in catchment landforms and land covers. Integrating cumulative precipitation with the proportion of glacial-deposit and land-cover types within catchments can: 1) represent water cycling and regional sink-source dynamics controlling runoff, and 2) provide an effective management framework for predicting climate and land-use impacts on regional runoff in water-limited, low-relief, glaciated landscapes such as the Boreal Plain.
DOI: 10.5281/zenodo.8365225
title: Potassium fertilization effects on cereal yield and soil organic carbon in agricultural ecosystems at the global scale

description: This dataset includes the raw data of a global meta-analysis study on the responses of cereal yield and soil organic carbon to potassium fertilization in agricultural ecosystems.
DOI: 10.5281/zenodo.8365224
title: Potassium fertilization effects on cereal yield and soil organic carbon in agricultural ecosystems at the global scale

description: This dataset includes the raw data of a global meta-analysis study on the responses of cereal yield and soil organic carbon to potassium fertilization in agricultural ecosystems.
DOI: 10.6084/m9.figshare.24171927
title: Experimental data for "limitation of time promotes cooperation in structured collaboration systems"

description: Experimental data for "limitation of time promotes cooperation in structured collaboration systems" including the server logs of the matches in two seasons.
DOI: 10.5281/zenodo.8328595
title: SPNS2 Simulation files

description: This list contains the pdb, psf and dcd files for two different systems of SPNS2 in inward-facing conformation: 1) with glucose and S1P and 2) with glucose only (no S1P). The trajectories uploaded here are saved at 1 ns/frame (i.e. 1000 frames = 1000 ns). The trajectories are not pbc-wrapped or aligned. Trajectories saved more frequently (at 0.2 ns/frame) are available upon request. To load the trajectories in VMD: <code>mol new md_IF_1G_1S1p_input.psf </code> <code>mol addfile md_IF_1G_1S1p.dcd waitfor all</code>
DOI: 10.5281/zenodo.8328594
title: SPNS2 Simulation files

description: This list contains the pdb, psf and dcd files for two different systems of SPNS2 in inward-facing conformation: 1) with glucose and S1P and 2) with glucose only (no S1P). The trajectories uploaded here are saved at 1 ns/frame (i.e. 1000 frames = 1000 ns). The trajectories are not pbc-wrapped or aligned. Trajectories saved more frequently (at 0.2 ns/frame) are available upon request. To load the trajectories in VMD: <code>mol new md_IF_1G_1S1p_input.psf </code> <code>mol addfile md_IF_1G_1S1p.dcd waitfor all</code>