cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/6skfxh8w2m.1
title: Energy innovation in the US buildings sector: Setting the stage and mapping the future

description: An interactive dashboard for exploring the segmentation data from this study is available at: https://public.tableau.com/app/profile/ericjhwilson/viz/Segmentationflexibledashboard/About

This data record provides the raw segmentation estimates, expert feedback frame and responses for the paper of the same name, which is summarized below.

Paper summary:

Buildings are a critical resource for managing emerging challenges in global energy systems, including accelerating load growth and rapid changes in the energy generation mix. However, the diversity of building energy end uses and stakeholders suggests many possible strategic opportunities for decision makers to pursue, and a comprehensive framework for comparing buildings sector innovation pathways does not exist. Using the United States as a case study, we develop the basis for such a framework by estimating all current and expected future sources of US building energy use, energy costs, and greenhouse gas emissions through 2050 under multiple scenarios for buildings sector development. Pairing these data with expert feedback, we identify key technical innovation pathways for the buildings sector, discuss implementation barriers for these pathways, and identify the actions that could address such barriers. The analysis distills focus areas for buildings sector planning and sets a common foundation for assessing the role of buildings in the broader transformation of national energy systems.
DOI: 10.17632/dcw686yc7z.1
title: Sow interactions for SNA across seasons

description: This dataset provides interactions between sows across 4 seasons, recorded in a group of 10 sows. The data file lists the data (mm/dd/yyyy), season, actor (sow ID), behaviour code, recipient (sow ID) and modifier (body orientation). For full details see Seddaiu et al., 2025. Long-term social preferences in a group of sub-adult female pigs. Livestock Science.
DOI: 10.15468/dl.xk36c4
title: Occurrence Download

description: A dataset containing 12117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((102.275 3.024, 103.249 3.024, 103.249 3.924, 102.275 3.924, 102.275 3.024))",
 "EventDate is greater than or equal to 1900-01-01",
 "EventDate is less than or equal to 2025-09-26"
 ]
}

 The dataset includes 12117 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016152-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/dwr4am
title: PAN-00164076 - Roman massive arrowhead

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00164076&lt;/p&gt;
description: Modified: 2025-06-12T10:46:13+02:00
DOI: 10.15468/dl.yr3sdt
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016153-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/c5k7jbg5pm.1
title: The supplementary data for Comprehensive DIA-MS proteomics of root basal nodes elucidates mechanisms of salt tolerance in rice

description: The supplementary data for Comprehensive DIA-MS proteomics of root basal nodes elucidates mechanisms of salt tolerance in rice.
These data include the supplementary tables listed below
Table S1. List of identified significant proteins
Table S2. Gene ontology enrichment analysis of identified proteins
Table S3. MapMan functional characterization of identified proteins
Table S4. List of selected candidate proteins
DOI: 10.17632/bzt2y9s7ys
title: Integrative Omics, Functional Characterization and Androgen Receptor Regulation Reveal the Dual Roles of SEMA5B in Prostate Cancer

description: This research aimed to study the role of Semaphorin 5B (SEMA5B) in prostate cancer, focusing on its functional characterization, regulation by androgen receptor, and impact on the tumor immune microenvironment. In vitro and in vivo experiments were performed using prostate cancer cell lines and the LNCaP cell line overexpressing SEMA5B was examined using transcriptome sequencing. Immune cell infiltration and metabolic pathways were assessed using bioinformatics tools and functional assays. Despite its association with elevated expression levels in prostate cancer and poorer patient outcomes, SEMA5B demonstrated tumor-suppressive properties in vitro, suppressing cellular proliferation and migration. The androgen receptor was found to transcriptionally upregulate SEMA5B expression. Paradoxically, SEMA5B promoted an immunosuppressive microenvironment by enhancing Tregs and M2 macrophages, potentially explaining its oncogenic association. Metabolic pathway analysis linked SEMA5B to oxidative phosphorylation downregulation. This study uncovers the dual roles of SEMA5B in prostate cancer, highlighting its context-dependent functions as both a tumor suppressor and microenvironment modulator. The AR-SEMA5B axis offers novel therapeutic insights for castration-resistant prostate cancer, emphasizing the need to target immune-metabolic crosstalk in treatment strategies.
DOI: 10.17632/bzt2y9s7ys.2
title: Integrative Omics, Functional Characterization and Androgen Receptor Regulation Reveal the Dual Roles of SEMA5B in Prostate Cancer

description: This research aimed to study the role of Semaphorin 5B (SEMA5B) in prostate cancer, focusing on its functional characterization, regulation by androgen receptor, and impact on the tumor immune microenvironment. In vitro and in vivo experiments were performed using prostate cancer cell lines and the LNCaP cell line overexpressing SEMA5B was examined using transcriptome sequencing. Immune cell infiltration and metabolic pathways were assessed using bioinformatics tools and functional assays. Despite its association with elevated expression levels in prostate cancer and poorer patient outcomes, SEMA5B demonstrated tumor-suppressive properties in vitro, suppressing cellular proliferation and migration. The androgen receptor was found to transcriptionally upregulate SEMA5B expression. Paradoxically, SEMA5B promoted an immunosuppressive microenvironment by enhancing Tregs and M2 macrophages, potentially explaining its oncogenic association. Metabolic pathway analysis linked SEMA5B to oxidative phosphorylation downregulation. This study uncovers the dual roles of SEMA5B in prostate cancer, highlighting its context-dependent functions as both a tumor suppressor and microenvironment modulator. The AR-SEMA5B axis offers novel therapeutic insights for castration-resistant prostate cancer, emphasizing the need to target immune-metabolic crosstalk in treatment strategies.
DOI: 10.17632/sj5bvzrkhk
title: Where the black-horned capuchins roam: Present and future ranges of Sapajus nigritus and their overlap with pine plantations

description: The data include occurrence records of Sapajus nigritus used in the niche modeling process. Records were compiled from multiple sources, including peer-reviewed literature and the online databases SpeciesLink and Global Biodiversity Information Facility. Records falling outside the species’ known distribution, as defined by the International Union for the Conservation of Nature (IUCN), were excluded from the analysis. The dataset was cleaned using the CoordinateCleaner R package in the R statistical environment to eliminate records with invalid coordinates, spatial duplicates, and points located within a 5 km radius of capital cities or geographic centroids. Additionally, spatial filtering was performed using the spThin R package, applying a minimum distance of 20 km between occurrence points.
DOI: 10.17632/sj5bvzrkhk.1
title: Where the black-horned capuchins roam: Present and future ranges of Sapajus nigritus and their overlap with pine plantations

description: The data include occurrence records of Sapajus nigritus used in the niche modeling process. Records were compiled from multiple sources, including peer-reviewed literature and the online databases SpeciesLink and Global Biodiversity Information Facility. Records falling outside the species’ known distribution, as defined by the International Union for the Conservation of Nature (IUCN), were excluded from the analysis. The dataset was cleaned using the CoordinateCleaner R package in the R statistical environment to eliminate records with invalid coordinates, spatial duplicates, and points located within a 5 km radius of capital cities or geographic centroids. Additionally, spatial filtering was performed using the spThin R package, applying a minimum distance of 20 km between occurrence points.
DOI: 10.15468/dl.yqc6bv
title: Occurrence Download

description: A dataset containing 93062 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sterna dougallii)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 93062 records from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016105-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/wwsakg
title: PAN-00022598 - cross shaped applique

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00022598&lt;/p&gt;
description: Modified: 2025-06-17T16:33:58+02:00
DOI: 10.15468/dl.yw3wey
title: Occurrence Download

description: A dataset containing 303 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Italy",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, February, March, April, May, June, July, August, September, October, November, December)",
 "OccurrenceStatus is Present",
 "TaxonKey is Lobaria",
 "Year 2000-2025"
 ]
}

 The dataset includes 303 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016154-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/vbkn5558pz
title: The Constitutional Limits of Judicial Policies through the Lens of Discursive Institutionalism

description: This article critically examines the constitutional limits of the normative authority exercised by the Brazilian National Council of Justice through Resolutions on judicial policies with social repercussions. It articulates the constitutional paradigm with the analytical lens of discursive institutionalism. The contribution lies in demonstrating how ideas and discourses on efficiency, access to justice, results-based management, and fundamental rights coordinate actors and legitimize practices reshaping interests and institutional arrangements within Brazil’s justice system. The study adopts a qualitative approach based on documentary research and discursive textual analysis of 31 Resolutions, enacted between 2015 and 2025, classified by constitutional overreach risk (low, moderate, and high). Findings show that, although the Council has promoted standardization, transparency, and strategic planning, some Resolutions extend beyond internal management into the domain of sectoral public policies, straining separation of powers, legality and legislative initiative. The article concludes by proposing an analytical protocol and regulatory safeguards to reconcile judicial governance with constitutional boundaries.
DOI: 10.17632/vbkn5558pz.1
title: The Constitutional Limits of Judicial Policies through the Lens of Discursive Institutionalism

description: This article critically examines the constitutional limits of the normative authority exercised by the Brazilian National Council of Justice through Resolutions on judicial policies with social repercussions. It articulates the constitutional paradigm with the analytical lens of discursive institutionalism. The contribution lies in demonstrating how ideas and discourses on efficiency, access to justice, results-based management, and fundamental rights coordinate actors and legitimize practices reshaping interests and institutional arrangements within Brazil’s justice system. The study adopts a qualitative approach based on documentary research and discursive textual analysis of 31 Resolutions, enacted between 2015 and 2025, classified by constitutional overreach risk (low, moderate, and high). Findings show that, although the Council has promoted standardization, transparency, and strategic planning, some Resolutions extend beyond internal management into the domain of sectoral public policies, straining separation of powers, legality and legislative initiative. The article concludes by proposing an analytical protocol and regulatory safeguards to reconcile judicial governance with constitutional boundaries.
DOI: 10.17632/dx5ngcfs2g
title: Annual Noise Exposure Among Malaysian Young Adults
DOI: 10.17632/dx5ngcfs2g.1
title: Annual Noise Exposure Among Malaysian Young Adults
DOI: 10.17026/ar/bv57o0
title: PAN-00172361 - wall fragment (vessel)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00172361&lt;/p&gt;
description: Modified: 2025-04-30T11:48:55+02:00
DOI: 10.15468/dl.cfnx7t
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016158-250920141307145/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.28695578.v2
title: Divergence among species with “good competitor” and “good cultivator” strategies promotes asymmetric facilitation among co-invaders

description: The file " 2025_Li_et_al._Data Archive" provides the scripts and data used to conduct the analyses in Li et al., "Divergence among species with “good competitor” and “good cultivator” strategies promotes invasional meltdown" (2025). It contains fout R script files ("Script1-Ranking Competitor Score, Cultivator Score and Figure 3", "Script1.1 -Correlation between Competitor Score and Cultivator Score", "Script 1.2-Supplementary Table 6", "Script2-Correlation between Strategic Divergence and Invasion Outcome", "Script 3-Idenfication of Key Microbial Genera for Invasional Meltdown", "Script 4_Figure 5 Regression analysis") and 18 data tables ("RawData1-Single-species Invasion Dataset.xlsx ", "RawData2-Co-invasion Dataset.xlsx", "RawData3-Invader Biomass Changed by Co-invasion.xlsx", "RawData4-Strategic Divergence Calculation.xlsx" and "Data1-Competition Index-Sterilized.csv", "Data2-Competitor Score for Invasive Species-Sterilized.csv", "Data3-OTU Dataset-Genus Level-Rarified.csv", "Data4-Distance Dataset-Genus Level.csv", "Data5-Cultivator Score for Invasive Species-Live.csv", "C Invasive biomass.xlsx", "DataSITable6-Sterilization and unsterilization biomass", "DEF Co-invasion Dataset.xlsx", "Data6-Strategic Divergence and Co-invasion Outcome.xlsx", "Data7-Microbial Transcripts Per Million-Genus Level.csv", "Data8-Invader Biomass and Competition Index-Single Invasion.csv", "Data9-Count of Increased Invasion-facilitating Microbial Classes.csv", "Data10-Count of decreased Invasion-inhibiting Microbial Classes.csv", "Fig.5 B Regression analysis.xlsx"). "Extended data Fig.2-Abundance Change of Key Microbial Genera by SIngle-species Invasions" and "Extended data Fig. 2.R", "Supplementary Fig2-The correlation between the changes of inv and nat.xlsx", "Supplementary Fig2-The correlation between the changes of inv and nat.xlsx".The names of the codes and data indicate the functions and sources of the codes and data. However, it is worth noting that among the 19 datasets, there are 4 raw data, 11 calculated data, and 4 further extracted data for plotting. Among them, C Invasive biomass.xlsx, DEF Co-invasion Dataset.xlsx and Fig.5 B Regression analysis.xlsx,Supplementary Fig2-The correlation between the changes of inv and nat.xlsx, Supplementary Fig2-The correlation between the changes of inv and nat.xlsx are used for plotting.
DOI: 10.17026/ar/8b9dcr
title: PAN-00153609 - seal lead (pinch lead)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00153609&lt;/p&gt;
description: Modified: 2025-06-23T12:12:49+02:00
DOI: 10.17632/f8ymhtdc8x
title: Risk of recurrence, metastasis, and death for cutaneous squamous cell carcinomas with solitary large caliber perineural invasion: A multicenter cohort study, supplemental table

description: This supplemental table accompanies the article "Risk of recurrence, metastasis, and death for cutaneous squamous cell carcinomas with solitary large caliber perineural invasion: A multicenter cohort study", published in the Journal of the American Academy of Dermatology
DOI: 10.17632/f8ymhtdc8x.1
title: Risk of recurrence, metastasis, and death for cutaneous squamous cell carcinomas with solitary large caliber perineural invasion: A multicenter cohort study, supplemental table

description: This supplemental table accompanies the article "Risk of recurrence, metastasis, and death for cutaneous squamous cell carcinomas with solitary large caliber perineural invasion: A multicenter cohort study", published in the Journal of the American Academy of Dermatology
DOI: 10.5281/zenodo.14146527
title: Salinity, alkalinity and sampling of pore water from the Terrebonne Basin, Walker Ridge Block 313, Site H, Expedition UT-GOM2-2

description: This dataset contains sample preservation, salinity, and alkalinity of pore water (interstitial waters) squeezed from whole round coring (sample codes IWR and IWO) using a hydraulic press. Salinity was determined using a Reichert temperature-compensated handheld refractometer. The refractometer was calibrated using International Association for the Physical Sciences of the Oceans (IAPSO) standard seawater. Alkalinity was determined by Gran titration with 0.1 N trace metal grade HCl following the procedure described in Gieskes et al. (1991).  Measured values were not corrected for contamination.  Contamination control samples were collected. Salinity and alkalinity measurements will be corrected for contamination in the future. See Expedition UT-GOM2-2 Methods: Pore Water Geochemistry (Flemings et al., 2025a, https://doi.org/10.5281/zenodo.13971228).

The attached readme file, previewed below, describes all the data files in this dataset and their contents. The readme file also contains links to where the data is presented in the expedition proceedings.

Additional data you might expect to find in this dataset can instead be found at the following locations:

The whole round sample depths can be found in the curation dataset (http://doi.org/10.5281/zenodo.14926309). Download the file UT-GOM2-2 CORE LOG depths – sortable.xlsx, see tab “Section-piece log”, sample code “IWR” for regular pore water/ interstitial waters whole rounds, and sample code “IWO” for organic pore water/ interstitial waters whole rounds.
DOI: 10.17632/6k5g93rytk.2
title: Digital Transformation and Supply Chain Risk: Evidence from Chinese Manufacturing Firms

description: The purpose of this package is to facilitate the replication of the results presented in the paper. The data on supply chain risk are obtained from the China National Research Data Service (CNRDS) platform. Information on digital assets, firm-level financial metrics, and industry characteristics is sourced from the China Stock Market & Accounting Research Database (CSMAR). Both CNRDS and CSMAR are subscription-based commercial databases, and their raw data cannot be freely distributed. Full replication of the paper requires access to these databases through the relevant institutions, or the use of alternative open sources with comparable microeconomic data. Therefore, due to licensing restrictions, we are unable to share the raw firm-level data used in the analysis. We provide the processed dataset that is sufficient to replicate all baseline and robustness regressions. To ensure confidentiality, firm and city identifiers in the dataset have been anonymized through de-identification procedures.
DOI: 10.17632/rj6rsnvt2j
title: Raw Data from: Modification of Natural Clays with Magnetite to Provide their Boosted Antimicrobial Properties and Chemopreventive Activity against Melanoma

description: The aim of the study was to synthesize and characterize Fe3O4-loaded clays, which can be potentially used as a component of dressing materials designed for the management of chronic and infected wounds. Moreover, it was assumed that selective toxicity of Fe3O4 nanoparticles towards cancer cells may provide an additional benefit of magnetite–clay complexes in the treatment of post-oncological skin wounds, where the complex can significantly reduce viability of remaining tumor cells after skin cancer resection, providing a chemopreventive effect. The magnetite-clay complexes were synthesized by the chemical co-precipitation method and characterized using XRD, TEM, STEM-EDS, SEM, and SQUID magnetometer. Antimicrobial properties were determined by evaluation of MIC values. Cytotoxicity of the complexes towards melanoma cells and normal human skin fibroblasts was assessed by MTT assay.

Microsoft Excel file (.xlsx) entitled ‘MIC evaluation’ contains the raw results of MIC estimation. Abbreviation of the samples: M – montmorillonite, MMT – Fe3O4- montmorillonite, B – bentonite, MB – Fe3O4-bentonite, K – kaolinite, MK – Fe3O4- kaolinite, G – glauconite, MG – Fe3O4-glauconite

Folder entitled ‘Cytotoxicity test’ contains 2 Microsoft Excel files (.xlsx) presenting raw MTT results either for BJ fibroblasts or A375 melanoma cells (file name indicates the type of cells used).

Folder entitled ‘SEM’ contains raw SEM images (.TIF) of the samples.

Folder entitled ‘SQUID Magnetometer’ contains original data (.dat files) obtained with the Magnetometer (file name indicates the type of sample) as well as raw data for all samples exported to Microsoft Excel file (.xlsx).

Folder entitled ‘XRD’ contains original data from XRD (.xrdml files). File name indicates the type of sample.

Folder entitled ‘TEM’ contains raw TEM micrographs of magnetite nanoparticles (.TIF) and Microsoft Excel file (.xlsx) with raw data for the measurement of particle length distribution.

Folder entitled ‘STEM-EDS’ contains raw micrographs of STEM-EDS mapping (.TIF)
DOI: 10.17026/ar/pkei8m
title: PAN-00173343 - large single looped ring buckle

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00173343&lt;/p&gt;
description: Modified: 2025-05-19T16:57:00+02:00