cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.jkbpp2
title: Occurrence Download

description: A dataset containing 339 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Koeleria cristata Kar. & Kir.",
 "Geometry POLYGON((-141 24, -53 24, -53 83, -141 83, -141 24))"
 ]
}

 The dataset includes 339 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000554-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14218518
title: Rational Design of 7-Azaindole-Based Robust Microporous Hydrogen-Bonded Organic Framework for Gas Sorption
DOI: 10.5281/zenodo.14218519
title: Rational Design of 7-Azaindole-Based Robust Microporous Hydrogen-Bonded Organic Framework for Gas Sorption
DOI: 10.17632/sxfjgcynjv.1
title: Synthetic Datasets for Scenario-based Data Breaches

description: We have synthetically generated synthetic datasets for scenario based data breaches. There are two kinds of datasets: 1. Master Record Table (MRT) which consists of 4 million records of the individuals profiled with several PIIs which is synthetically generated programatically; 2. 16 Scenario based datasets depicting various fictitious data breaches with varying number of records and PIIs are also distributed across for the variability. Furthermore we have also included the code such that practitioners, researchers and others can use the code further. This enables transparency in the form of reusability, reproducibility, and replicability.
DOI: 10.17632/sxfjgcynjv.2
title: Synthetic Datasets for Scenario-based Data Breaches

description: Analyzing real-life data breaches can have issues related to sensitive information (Personally Identifiable Information) that are linked to individuals in real life. We have synthetically generated datasets mimicking real-life scenarios. These datasets are described around fictitious data breaches. We have also provided the code for generating the datasets and provided documentation within the code. There are two kinds of datasets: 1. Master Record Table (MRT) which consists of 4 million records of the individuals profiled with several PIIs which is synthetically generated programatically; 2. 16 Scenario based datasets depicting various fictitious data breaches with varying number of records and PIIs are also distributed across for the variability. Furthermore we have also included the code such that practitioners, researchers and others can modify, test and use the code according to their requirements. This enables transparency in the form of reusability, reproducibility, and replicability. For large datasets, which are above 500 MB, are split and stored along with the original dataset (the code is also provided for splitting the data).
DOI: 10.15468/dl.4nddpp
title: Occurrence Download

description: A dataset containing 122 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Plantae)",
 "HasCoordinate is one of (true)",
 "Geometry POLYGON((-74.7791448270171 7.12515263725534,-74.7105078673477 7.12515263725534,-74.7105078673477 7.24620621981674,-74.7791448270171 7.24620621981674,-74.7791448270171 7.12515263725534))"
 ]
}

 The dataset includes 122 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000556-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/j2hbkhkv75.1
title: Bro1 Proteins Govern a Multivesicular Bodies Fate Switch to Regulate Exosome Secretion, Metastasis and Tumor Immune Evasion

description: This is the raw data file for all Western Blot and Confocal Imaging.
DOI: 10.15468/dl.rfwbyk
title: Occurrence Download

description: A dataset containing 8397 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lespedeza capitata Michx.",
 "Geometry POLYGON((-141 24, -53 24, -53 83, -141 83, -141 24))"
 ]
}

 The dataset includes 8397 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000557-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.63nzxw
title: Occurrence Download

description: A dataset containing 10926 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Sri Lanka",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Fungi"
 ]
}

 The dataset includes 10926 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000558-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mn6yrb
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aves)",
 "HasCoordinate is one of (true)",
 "Geometry POLYGON((-74.7236839552865 7.31599849977024,-74.6921531768488 7.31599849977024,-74.6921531768488 7.35528242017224,-74.7236839552865 7.35528242017224,-74.7236839552865 7.31599849977024))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000559-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/ymz62jy4w7.1
title: Economic Integration of the Guangdong-Hong Kong-Macao Greater Bay Area: an Empirical Assessment 

description: Abstract. 9 Guangdong (G) cities, Hong Kong (H) and Macao (M) were strategized as an integrated zone, called the Greater Bay Area (GBA) since 2017. The GBA has encountered both opportunities and challenges. There are many trade ties, but border effects such as post-COVID travel restrictions remain. The regions have different exchange rate regimes – HKD and Pataca are pegged, but Renminbi semi-floats. These observations motivate us to evaluate the degrees of real and financial integration in the GBA. With price index, interest rate and exchange rate data from 2016M1 to 2022M7, we computed purchasing power differential (PPD), uncovered interest rate differential (UID) and real interest rate differential (RID). Only two differentials have statistically significant means. All series have means within 1.13%, indicating high degrees of real, financial and overall economic integration in the GBA. GM has the strongest real integration and HM has the strongest financial and overall economic integration. The unit root tests find most differentials to be mean-reverting in the long run. HM UID approaches a small but positive mean in the long run. GM’s RID is non-stationary, but both their PPD and UID have close-to-zero means and are mean-reverting, so economic integration in GM is still anticipated.
Keywords: Economic integration; Financial Integration; Economic development policy; Greater Bay Area; GBA.
DOI: 10.17632/ymz62jy4w7.2
title: Economic Integration of the Guangdong-Hong Kong-Macao Greater Bay Area: an Empirical Assessment

description: Abstract. 9 Guangdong (G) cities, Hong Kong (H) and Macao (M) were strategized as an integrated zone, called the Greater Bay Area (GBA) since 2017. The GBA has encountered both opportunities and challenges. There are many trade ties, but border effects such as post-COVID travel restrictions remain. The regions have different exchange rate regimes – HKD and Pataca are pegged, but Renminbi semi-floats. These observations motivate us to evaluate the degrees of real and financial integration in the GBA. With price index, interest rate and exchange rate data from 2016M1 to 2022M7, we computed purchasing power differential (PPD), uncovered interest rate differential (UID) and real interest rate differential (RID). Only two differentials have statistically significant means. All series have means within 1.13%, indicating high degrees of real, financial and overall economic integration in the GBA. GM has the strongest real integration and HM has the strongest financial and overall economic integration. The unit root tests find most differentials to be mean-reverting in the long run. HM UID approaches a small but positive mean in the long run. GM’s RID is non-stationary, but both their PPD and UID have close-to-zero means and are mean-reverting, so economic integration in GM is still anticipated.
Keywords: Economic integration; Financial Integration; Economic development policy; Greater Bay Area; GBA.
DOI: 10.17632/3kh66scpz7.1
title: ESG and Eco-Innov in Scandinavian Manufacturing Firms

description: The dataset consists of 104 Scandinavian manufacturing firms, focusing on their Environmental, Social, and Governance (ESG) practices and eco-innovation levels. Key variables include ESG disclosure scores (environmental, social, and governance), eco-innovation , and firm performance indicators such as Return on Assets (ROA) and Tobin’s Q. The data was sourced from the Refinitiv Eikon database for the year 2023
DOI: 10.17632/5rkpgdwf5f.1
title: Data to: Understanding acoustic indices as multi-taxa biodiversity and habitat quality indicators

description: Acoustic monitoring captures the sound of nature, revealing biodiversity patterns and underlying drivers. Acoustic indices are increasingly used to analyse obtained recordings, but studies show inconsistent performance of acoustic indices as biodiversity indicators. Here, we develop a conceptual framework on what acoustic indices reflect, including sound sources as well as their direct and indirect drivers. We evaluate our framework using recordings from six land use types and old growth forest sites in north-eastern Madagascar. We found the highest correlation (adj. R² &gt; 0.51) of Acoustic Diversity Index and Acoustic Entropy with endemic multi-taxa species richness, canopy closure, and vegetation density. The results suggest that including multiple taxa strengthens the association between the indices and species richness, potentially accounting for unobserved vocalising taxa, and that acoustic indices indicate habitat quality, reflecting underlying indirect and direct drivers affecting biodiversity. Yet, some acoustic indices are limited by saturation and their sensitivity is too low to detect small changes in biodiversity (i.e., loss of few species).
DOI: 10.17632/5rkpgdwf5f.2
title: Data to: Understanding acoustic indices as multi-taxa biodiversity and habitat quality indicators

description: Acoustic monitoring captures the sound of nature, revealing biodiversity patterns and underlying drivers. Acoustic indices are increasingly used to analyse obtained recordings, but studies show inconsistent performance of acoustic indices as biodiversity indicators. Here, we develop a conceptual framework on what acoustic indices reflect, including sound sources as well as their direct and indirect drivers. We evaluate our framework using recordings from six land use types and old growth forest sites in north-eastern Madagascar. We found the highest correlation (adj. R² &gt; 0.51) of Acoustic Diversity Index and Acoustic Entropy with endemic multi-taxa species richness, canopy closure, and vegetation density. The results suggest that including multiple taxa strengthens the association between the indices and species richness, potentially accounting for unobserved vocalising taxa, and that acoustic indices indicate habitat quality, reflecting underlying indirect and direct drivers affecting biodiversity. Yet, some acoustic indices are limited by saturation and their sensitivity is too low to detect small changes in biodiversity (i.e., loss of few species).
DOI: 10.17632/gkmh7ft9hs.1
title: From Code to Care: How Artificial Empathy Enhances Customer Experience in HRI

description: This data includes all studies from this paper.
DOI: 10.17632/nmfffwb5wv.1
title: Green Supply chain management

description: This research explores the relationships between green supply chain management (GSCM), lean management (LM), social responsibility (CSR), and business performance (BP) in the industrial sector of Saudi Arabia. The project is implemented within the Vision 2030 framework, which aspires to green the Saudi economy by transitioning it from reliance on hydrocarbons to a diversified, sustainable economy
DOI: 10.17632/8z59vcpdf3.1
title: Application of a Generalized Additive Mixed Model (GAMM) in Timeseries Study of Dairy Cows’ Behavior Under Hot Summer Conditions

description: Supplemental Tables
DOI: 10.17632/gb4bx3mnyd.1
title: 14C constraints to the Holocene aggradation of three major tributary valleys of the Tiber River in Rome

description: By means of core data collected in a dedicatedly performed 35 m deep borehole (CAF-S2), seven 14C ages constraints to sediment aggradation, and new chronostratigraphic information from previously unpublished and new borehole stratigraphic logs, we reconstruct the post-glacial aggradation of the alluvial successions occurring in three tributary valleys draining the left hydrographic basin of the Tiber River in central Rome: Caffarella, Murcia and Grottaperfetta valleys. We combine the new information with that achieved in the major Tiber Valley by previous work providing evidence for a widespread marked increase in the water transport capacity within the entire catchment, highlighted by the sudden deposition of gravel with diameter of the pebbles ≤2 cm, occurred 5200 through 4000 yr BP. In the Tiber Valley, this gravel horizon is emplaced at the bottom of a fining-upwards aggradational succession that, 4000 through 2800 yr BP, re-filled a deep paleo-incision excavated in the former 5500 yr BP alluvial plain, suggesting that a lowering of the base level is the cause of the increase in capacity of transport within the Tiber catchment. In contrast, a corresponding phase of non-deposition is observed in the lowest stretches of the investigated tributary valleys, concomitant with the accumulation of a 4 m thick fine gravel horizon in the higher portion of the Caffarella Valley. Such framework is interpreted as the result of retrograde erosion from the Tiber mouth towards the inland catchments, which didn't affect the tributary valleys due to the short lasting of the sea-level fluctuation. 
While no evidence for a significant sea-level fall 5200 through 4000 yr BP occurs in the global records, this time span is broadly coinciding with the "4.2 ka Event" which is considered a global cooling and drying period lasting 4.3 through 3.8 ka. Therefore, we propose that the observed "Mid-Holocene transgressive phase" affecting the Tiber catchment 5.2 - 3.8 ka represents the local evidence of the 4.2 ka Event, possibly extending back in time its beginning, and we suggest that further investigation is necessary in order to verify whether any significant sea-level fluctuation is associated to this climate event.
DOI: 10.17632/td4p3h64nz.1
title: "Empowering Educators: Evaluating the Effectiveness of Teacher Seminars in Enhancing Instructional Strategies Aligned with the MATATAG Curriculum"

description: This "Empowering Educators: Evaluating the Effectiveness of Teacher Seminars in Enhancing Instructional Strategies Aligned with the MATATAG Curriculum" focuses on improving teaching practices through targeted professional development. This program is particularly relevant as it aligns with the MATATAG curriculum, which emphasizes foundational literacy and numeracy skills while promoting personalized and adaptive learning approaches.
DOI: 10.17632/vsnd5757br.1
title: Metabolic and transcriptomic-based characterization of Streptococcus thermophilus Snew fermentation in milk

description: Supplemental material for the manuscript of "Metabolic and transcriptomic-based characterization of Streptococcus thermophilus Snew fermentation in milk"
DOI: 10.17632/f7ggbyyrb5.1
title: Origin blot images of the manuscript (Title: Strigolactone promotes cotton fiber cell elongation by de-repressing DWARF53 on linolenic acid biosynthesis).

description: Origin blot images of the manuscript (Title: Strigolactone promotes cotton fiber cell elongation by de-repressing DWARF53 on linolenic acid biosynthesis).
DOI: 10.17632/8djpndjdk2.1
title: Data for Commercial Rivalry as Seller Incidence Shifting: Non-parametric Accounting of the China Shock

description: Data and data transformation files to replicate all reported results in "Commercial Rivalry..."
DOI: 10.17632/hr52cczgtp.1
title: Introduction to Jugaad in Architecture by Vikas Kumar

description: This dataset supports the study “Exploring Jugaad in Architecture,” which examines how Jugaad—a form of frugal and improvisational innovation—is applied to architectural practices in resource-limited settings. The dataset is organized into three appendices:

Appendix A: Excerpts from Scholarly Works
Contains selected excerpts from relevant literature on Jugaad, providing context and insights into the theoretical and practical applications of Jugaad.

Appendix B: Identified Themes and Codes through Thematic Analysis
Details the nine key themes and codes identified through thematic analysis of the literature, along with illustrative quotes, capturing the qualitative aspects of Jugaad in architecture.

Appendix C: Evaluation of Instances of Jugaad in Architecture Against Key Aspects
Presents a systematic evaluation of ten architectural instances of Jugaad, assessed against the nine key aspects from Appendix B, highlighting practical applications and divergences.

The dataset offers a structured framework for understanding and applying Jugaad in architecture, valuable for researchers and practitioners.
DOI: 10.17632/hr52cczgtp.2
title: Introduction to Jugaad in Architecture by Vikas Kumar

description: This dataset supports the study “Exploring Jugaad in Architecture,” which examines how Jugaad—a form of frugal and improvisational innovation—is applied to architectural practices in resource-limited settings. The dataset is organized into three appendices:

Appendix 1: Excerpts from Scholarly Works
Contains selected excerpts from relevant literature on Jugaad, providing context and insights into the theoretical and practical applications of Jugaad.

Appendix 2: Identified Themes and Codes through Thematic Analysis
Details the nine key themes and codes identified through thematic analysis of the literature, along with illustrative quotes, capturing the qualitative aspects of Jugaad in architecture.

Appendix 3: Evaluation of Instances of Jugaad in Architecture Against Key Aspects
Presents a systematic evaluation of ten architectural instances of Jugaad, assessed against the nine key aspects from Appendix B, highlighting practical applications and divergences.

The dataset offers a structured framework for understanding and applying Jugaad in architecture, valuable for researchers and practitioners.
DOI: 10.15468/dl.pkaush
title: Occurrence Download

description: A dataset containing 1260 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cuora amboinensis (Daudin, 1801)"
 ]
}

 The dataset includes 1260 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000560-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/4xjsd9f972.1
title: Effects of preference matching and client-rated attachment style on psychological counseling: The moderating role of interpersonal synchrony

description: Effects of preference matching and client-rated attachment style on psychological counseling: The moderating role of interpersonal synchrony. Sixteen pairs of counselors and clients participated in five consecutive weekly counseling sessions. The 1st, 3rd, and 5th sessions took place offline in a near-infrared laboratory, while the 2nd and 4th sessions were conducted online via video conferencing.
DOI: 10.17632/pr9cvjrvfv.1
title: BO-KM: A comprehensive solver for dispersion relation of obliquely propagating waves in magnetized multi-species plasma with anisotropic drift kappa-Maxwellian distribution

description: The observation of superthermal plasma distributions in space reveals a multitude of distributions with high-energy tails, and the kappa-Maxwellian distribution is a type of non-Maxwellian distribution that exhibits this characteristic. However, accurately determining the multiple roots of the dispersion relation for superthermal plasma waves propagating obliquely presents a challenge. To tackle this issue, we have developed a comprehensive solver, BO-KM, utilizing an innovative numerical algorithm that eliminates the need for initial value iteration. The solver offers an efficient approach to simultaneously compute the roots of the kinetic dispersion equation for oblique propagation in magnetized plasmas. It can be applied to magnetized superthermal plasma with multi-species, characterized by anisotropic drifting kappa-Maxwellian, bi-Maxwellian distributions, or a combination of the two. The rational and J-pole Padé expansions of the dispersion relation are equivalent to solving a linear system's matrix eigenvalue problem. This study presents the numerical findings for kappa-Maxwellian plasmas, bi-Maxwellian plasmas, and their combination, demonstrating the solver's outstanding performance through benchmark analyses.
DOI: 10.15468/dl.2tzhrv
title: Occurrence Download

description: A dataset containing 506 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Gymnura marmorata (Cooper, 1864)",
 "Geometry POLYGON ((-143.96484 56.65623, -138.16406 47.04018, \n -132.53906 41.37681, -125.85938 28.30438, -118.12500 19.31114, \n -101.95313 -8.40717, -88.59375 -19.97335, -73.47656 -23.88584, \n -60.11719 -19.31114, -57.30469 -11.17840, -79.45313 11.52309, \n -101.25000 33.13755, -113.90625 51.61802, -143.96484 56.65623))"
 ]
}

 The dataset includes 506 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000561-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ycxca
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mammalia)",
 "HasCoordinate is one of (true)",
 "Geometry POLYGON((-74.7236839552865 7.31599849977024,-74.6921531768488 7.31599849977024,-74.6921531768488 7.35528242017224,-74.7236839552865 7.35528242017224,-74.7236839552865 7.31599849977024))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000562-241125135418005/datasets/export for details.
DOI: 10.5281/zenodo.14218344
title: Files for Genome Paint

description: Fastq files from RNA-seq data were STAR maping to generate BAM files.

BAM files were then convert to BigWig files using deeptools bamCoverage.
DOI: 10.5281/zenodo.14218345
title: Files for Genome Paint

description: Fastq files from RNA-seq data were STAR maping to generate BAM files.

BAM files were then convert to BigWig files using deeptools bamCoverage.
DOI: 10.15468/dl.mu2qww
title: Occurrence Download

description: A dataset containing 5305 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lupinus perennis L.",
 "Geometry POLYGON((-141 24, -53 24, -53 83, -141 83, -141 24))"
 ]
}

 The dataset includes 5305 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000563-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.