cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.21642062.v1
title: Abolins etal 2022 EE AMRO BP data

description: Data associated with Abolins-Abols et al. 2022. Patterns of stress response to foreign eggs by a rejecter host of an obligate avian brood parasite. Ecology and Evolution. <br> The document contains two separate datasets: one for analyzing the effect of parasitic egg color on baseline corticosterone, the other for analyzing the effect of parasitic egg color on heart rate. <br>
DOI: 10.6084/m9.figshare.21642062
title: Abolins etal 2022 EE AMRO BP data

description: Data associated with Abolins-Abols et al. 2022. Patterns of stress response to foreign eggs by a rejecter host of an obligate avian brood parasite. Ecology and Evolution. <br> The document contains two separate datasets: one for analyzing the effect of parasitic egg color on baseline corticosterone, the other for analyzing the effect of parasitic egg color on heart rate. <br>
DOI: 10.34943/4923fe36-6672-4094-a6a3-de52be5d9f96
title: Digby Island Oceanographic Radar System Deployed 2017-04-06

description: The CODAR SeaSonde 25MHz VDIG was deployed on 2017-04-06 at Digby Island. The Digby Island CODAR station contributes to an array of CODARs to monitor surface currents in Chatham Sound. This device is a Oceanographic Radar System. Oceanographic radars measure the ocean surface currents and waves in near real-time, by timing reflected radio waves, and contribute to an accurate prediction of severe weather conditions. It was deployed on a fixed platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.34943/14b7bc6c-7efb-4f72-9251-cd8b876e3259
title: Digby Island Oceanographic Radar System Deployed 2017-04-06

description: The CODAR SeaSonde 25MHz VDIG was deployed on 2017-04-06 at Digby Island. The Digby Island CODAR station contributes to an array of CODARs to monitor surface currents in Chatham Sound. This device is a Oceanographic Radar System. Oceanographic radars measure the ocean surface currents and waves in near real-time, by timing reflected radio waves, and contribute to an accurate prediction of severe weather conditions. It was deployed on a fixed platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 2.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.17632/pnbmx825wv.1
title: Confocal images (MCFO) for VPN synaptic gradients paper 2022

description: Original data (confocal image stacks) for the Dombrovski et al. VPN paper
DOI: 10.17632/pnbmx825wv.2
title: Confocal images (MCFO) for VPN synaptic gradients paper 2022

description: Original data (confocal image stacks) for the Dombrovski et al. VPN paper
DOI: 10.17632/3dphj27952.1
title: Clumped Isotope Hackberry Dataset-07-18-2022

description: Carbon, oxygen, and clumped isotope analyses of modern hackberries collected across North America
DOI: 10.17632/3dphj27952.2
title: Clumped Isotope Hackberry Dataset-11-28-22

description: Carbon, oxygen, and clumped isotope analyses of modern hackberries collected across North America
DOI: 10.17632/xhfh6mrprz.1
title: Artigos Incluídos

description: Artigos incluídos
DOI: 10.17632/jyr2hk7wmb.1
title: The role of social media in the LGBTQ+ community: Development and validation study of the Social Media Relevance Scale LGBTQ+

description: Particularly within the LGBTQ+ community, social media can be an important tool by
providing access to emotional support and resources relevant to developing their
identities and sexuality. In this context, the current study aimed to develop a new self-
report measure, the Social Media Relevance Scale for the LGBTQ+ Community (SMRS
- LGBTQ+), to assess the relevance of social media specifically in this community.
Based on the literature review, an initial pool of 13 items was developed and tested in
an LGBTQ+ Portuguese sample (study 1; N = 102). Exploratory Factor Analysis
revealed that the SMRS-LGBTQ+ presented a single-factor structure accounting for
53.5% of the variance. Psychometric analyses showed good reliability and support for
the SMRS-LGBTQ+ convergent and divergent validities. The SMRS-LGBTQ+ factor
structure and reliability were further confirmed in an international sample (study 2; N =
254). No differences in the SMRS-LGBTQ+ scores were found when considering study
1 and 2 participants’ different educational backgrounds and areas of residence. Overall,
the SMRS-LGBTQ+ showed to be a valid and reliable measure and may be a helpful
tool to be used by researchers, clinicians, and LGBTQ+ organizations, contributing to a
broader understanding of the role of social media within the LGBTQ+ community.
DOI: 10.17632/f6cgcwmkpd.1
title: Coseismic Slip Distribution of the 2022 Mw6.5 Luding Earthquake Determined by GPS observation and its Seismogenic Deformation Mode

description: Coseismic horizontal velocity from GPS observations
DOI: 10.17632/xd5b2f9vt9.1
title: Computational Study Instances of the Multi-visit Drone Pickup and Delivery Routing Problem Considering Time Windows

description: The set includes all instances used in the multi-visit drone pickup and delivery problem considering time windows:
1. Small instances 
2. Large instances
3. Instances for sensitivity analysis
4.Instances for case study
DOI: 10.17632/w38d6vnhzn.1
title: No browsing, no donating： Impact of image emotion and color on browsing intention in online charitable fundraising

description: The file is the dataset for the manuscript entitled 'No browsing, no donating： Impact of image emotion and color on browsing intention in online charitable fundraising' by Zheng et al., including the data of three studies shown in the manuscript.Drawing on the theories of color psychology, schema inconsistency and sympathy, this study investigates how the image color of the victims affects donors’ attention.
DOI: 10.17632/fvs72rm7bm.1
title: Lavandula angustifolia Mill. a model of aromatic and medicinal plant to study volatile organic compounds synthesis, evolution and ecological functions

description: Table 1S, Table 2S, Table 3S
DOI: 10.17632/fvs72rm7bm.2
title: Lavandula angustifolia Mill. a model of aromatic and medicinal plant to study volatile organic compounds synthesis, evolution and ecological functions

description: Table 1S, Table 2S, Table 3S
DOI: 10.17632/78c9yggmmg.1
title: ESA-CCI Driven Vertical Soil Moisture Profile (Root zone) Database (EDVSMPD) for Indian Mainland

description: The ‘ESA-CCI Driven Vertical Soil Moisture Profile (Root zone) Database (EDVSMPD) for Indian Mainland (EDVSMP)’ is soil moisture profile database at surface (~0-5 cm), 10, 20, 51 and 102 cm depths for Indian Mainland. It is developed by applying Statistical Soil Moisture Profile (SSMP) model (Pal et al., 2016; Pal and Maity, 2020) using the surface Soil Moisture (SM) product developed by Climate Change Initiative (CCI) program of the European Space Agency (ESA) (ESA-CCI) (Liu et al., 2012; Wagner et al., 2012, http://www.esa-soilmoisture-cci.org). The SSMP model is a spatially varying statistical framework that couples the memory and forcing of SM from the overlying layers and utilizes the information of Hydrologic Soil Groups (HSGs) that makes it spatially transferable. The model estimates SM at four depths i.e. 10, 20, 51 and 102 cm using the surface SM information (~ 0-5 cm) at daily scale for the time period of November 1, 1978 to December 31, 2014. The gridded, volumetric SM data (m3/m3) is available at 0.25×0.25° spatial resolution and the spatial extent of the data is 6°N to 38°N and 66°E to 98°E (latitude and longitude wise respectively).
DOI: 10.17632/78c9yggmmg.2
title: ESA-CCI Driven Vertical Soil Moisture Profile (Root zone) Database (EDVSMPD) for Indian Mainland

description:  The ‘ESA-CCI Driven Vertical Soil Moisture Profile (Root zone) Database (EDVSMPD) for Indian Mainland (EDVSMP)’ is soil moisture profile database at surface (~0-5 cm), 10, 20, 51 and 102 cm depths for Indian Mainland.  It is developed by applying Statistical Soil Moisture Profile (SSMP) model (Pal et al., 2016; Pal and Maity, 2020) using the surface Soil Moisture (SM) product developed by Climate Change Initiative (CCI) program of the European Space Agency (ESA) (ESA-CCI) (Liu et al., 2012; Wagner et al., 2012, http://www.esa-soilmoisture-cci.org). The SSMP model is a spatially varying statistical framework that couples the memory and forcing of SM from the overlying layers and utilizes the information of Hydrologic Soil Groups (HSGs) that makes it spatially transferable. The model estimates SM at four depths i.e. 10, 20, 51 and 102 cm using the surface SM information (~ 0-5 cm) at daily scale for the time period of November 1, 1978 to December 31, 2014. The gridded, volumetric SM data (m3/m3) is available at 0.25×0.25° spatial resolution and the spatial extent of the data is 6°N to 38°N and 66°E to 98°E (latitude and longitude wise respectively).
DOI: 10.5281/zenodo.7377950
title: Digital Twins: A Systematic Literature Review Based on Data Analysis and Topic Modeling

description: The digital twin has recently become a popular topic in research related to manufacturing, such as Industry 4.0, the industrial internet of things, and cyber-physical systems. In addition, digital twins are the focus of several research areas: construction, urban management, digital transformation of the economy, medicine, virtual reality, software testing, and others. The concept is not yet fully defined, its scope seems unlimited, and the topic is relatively new; all this can present a barrier to research. The main goal of this paper is to develop a proper methodology for visualizing the digital-twin science landscape using modern bibliometric tools, text-mining and topic-modelling, based on machine learning models—Latent Dirichlet Allocation (LDA) and BERTopic (Bidirectional Encoder Representations from Transformers). The scope of the study includes 8693 publications on the topic selected from the Scopus database, published between January 1993 and September 2022. Keyword co-occurrence analysis and topic-modelling indicate that studies on digital twins are still in the early stage of development. At the same time, the core of the topic is growing, and some topic clusters are emerging. More than 100 topics can be identified; the most popular and fastest-growing topic is ‘digital twins of industrial robots, production lines and objects.’ Further efforts are needed to verify the proposed methodology, which can be achieved by analyzing other research fields.
DOI: 10.5281/zenodo.7377949
title: Digital Twins: A Systematic Literature Review Based on Data Analysis and Topic Modeling

description: The digital twin has recently become a popular topic in research related to manufacturing, such as Industry 4.0, the industrial internet of things, and cyber-physical systems. In addition, digital twins are the focus of several research areas: construction, urban management, digital transformation of the economy, medicine, virtual reality, software testing, and others. The concept is not yet fully defined, its scope seems unlimited, and the topic is relatively new; all this can present a barrier to research. The main goal of this paper is to develop a proper methodology for visualizing the digital-twin science landscape using modern bibliometric tools, text-mining and topic-modelling, based on machine learning models—Latent Dirichlet Allocation (LDA) and BERTopic (Bidirectional Encoder Representations from Transformers). The scope of the study includes 8693 publications on the topic selected from the Scopus database, published between January 1993 and September 2022. Keyword co-occurrence analysis and topic-modelling indicate that studies on digital twins are still in the early stage of development. At the same time, the core of the topic is growing, and some topic clusters are emerging. More than 100 topics can be identified; the most popular and fastest-growing topic is ‘digital twins of industrial robots, production lines and objects.’ Further efforts are needed to verify the proposed methodology, which can be achieved by analyzing other research fields.
DOI: 10.17632/g49fnbcm78.2
title: Magnetic properties in gas hydrate-bearing sediments and their association with iron geochemical behavior in the Sea of Marmara 

description: Figure 1. Downcore variation of magnetic parameters and geochemical data for two cores from the Sea of Marmara. 
Figure 2. Curves of magnetic susceptibility versus temperature of the samples from two cores.
Figure 3. FORC diagrams and hysteresis ratios plotted on a Day plot for core MRS-CS-05 and core MRS-CS-16. 
Figure S2. Hysteresis loops of samples from two cores in the Sea of Marmara.
Figure S3. Zero Field Cooled (ZFC) and Field Cooled (FC) curves of representative samples in two cores.
DOI: 10.17632/g49fnbcm78.1
title: The magnetic property in gas hydrate-bearing sediments and its association with iron geochemical behavior in the Sea of Marmara

description: Figure 1. Downcore variation of magnetic parameters and geochemical data for two cores from the Sea of Marmara. 
Figure 2. Curves of magnetic susceptibility versus temperature of the samples from two cores.
Figure 3. FORC diagrams and hysteresis ratios plotted on a Day plot for core MRS-CS-05 and core MRS-CS-16. 
Figure S2. Hysteresis loops of samples from two cores in the Sea of Marmara.
Figure S3. Zero Field Cooled (ZFC) and Field Cooled (FC) curves of representative samples in two cores.
DOI: 10.17632/g49fnbcm78.3
title: Magnetic properties of gas hydrate-bearing sediments and their association with iron geochemistry in the Sea of Marmara, Turkey

description: Fig. 2. Downcore magnetic parameter and geochemical trends. 
Fig. 3. Magnetic susceptibility versus temperature (χ-T) curves.
Fig. 4. Hysteresis loops for samples from the two cores from the Sea of Marmara.
Fig. 5. FORC diagrams and hysteresis ratios plotted on a Day plot.
Fig. 6. Zero field-cooled (ZFC) and field-cooled (FC) curves.
DOI: 10.17632/vxs9xswjgz.1
title: Bjerkreim Late-glacial

description: The following shows our findings and conclusions of the work 

Bjerkreim was deglaciated around 16 ka BP. Estimated July mean temperatures 12-13℃ in Bølling, 9℃ in Older Dyas, between 9.5 and 11℃ in Allerød, between 6.5 and 9℃ in Younger Dryas, and 11.5 – 12.5℃ in the early Holocene. 
The chronology is based on the Vedde Ash and Saksunarvatn ash beds, chronohorizons of well-defined climatic boundaries, and AMS 14C-dated remains of terrestrial plants, chironomids, and Cladocera.
Dominant vegetation was open pioneer vegetation in pre-Bølling, dwarf shrubs and snow-beds in Bølling, shrubs and open birch-forests in Allerød, snow beds in Younger Dryas, and Betula/Populus/Corylus-forests in the early Holocene. Elm and oak were probably present regionally around 11 ka BP.
Through macrofossil finds, we present the first evidence of the LG presence of tree-birch in Norway. Its sparse presence in Bølling with temperatures well above the requirements for birch-forest development shows that factors such as shallow soils and drought restricted tree-birch growth. 
The Empetrum expansions in Rogaland with a lag towards the east (mid-Bølling vs early Allerød), reflect the development of acid humus-soils controlled by an erosion/outwash gradient decreasing towards the east. Compared to other LG studies in N Europe, the coastal position of Rogaland with surplus access of moisture/water, facilitated the early formation of dwarf-shrub heath.
The three interstadial cooling events (Older Dryas/GI-1d, G1-1c2, GI-1b/Gerzensee) are distinctly signaled in the pollen and lithostratigraphical records as small-scale parallels to YD, showing the ecotonal position of Bjerkreim with low resilience to these changes.
A tentative effort to distinguish local pollen from long-distance pollen from the continental N-Europe include comparison of plants present temperature demands vs estimated palaeotemperatures, and pollen records in SW Norway vs those in continental N-Europe. We also assess the high ecological variation of LG habitats at Bjerkreim, and plant features such as ecology, pollen production and dispersal capacities. 
Based on these considerations, we assume that Populus tremula, Fagopyrum, Hippohaë rhamnoides, Jasione montana, Alisma plantago-aquatica, Hedysarum hedysaroides, Sanguisorba officinalis, and S. minor belonged to the LG vegetation of Norway. This must be confirmed by macrofossils and/or DNA.
The presence of the North Sea Continent/Doggerland was crucial for the rapid immigration of species into SW Norway.
DOI: 10.6084/m9.figshare.21641300.v1
title: Young Hoon Soong & Chung, E-S. Monthly potential evapotranspiration dataset based on CMIP6 GCM. Figshare,

description: Regridding Global CMIP6 GCMs datasets
DOI: 10.17632/gn6mkkdvh4.1
title: Data set for IFRS adoption and value relevance in SSA

description: Data was derived from the Bloomberg portal and DataStream. IFRS adoption was a dummy variable showing 1 if the company implemented IFRS in that year and 0 otherwise. The other variables are share price 3 months and 6 months after the fiscal year end, earnings (EPS), book value per share, operating cash flow, leverage, firm size (log total assets), and growth opportunity (market to book value). These data are available for South Africa, Nigeria and Kenya.
DOI: 10.17632/sssrzd2zm6.1
title: LINF_330042300

description: MRB6070
Leishmania infantum (strain JPCM5)
DOI: 10.17632/5cy5ph4ssj.1
title: EctSynth_parametrization

description: Data files and scripts accompanying the manuscript: "Comparison of diferent approaches to derive classical bonded force‑feld parameters for a transition metal cofactor: a case study for non‑heme iron site of ectoine synthase" DOI: 10.1007/s00214-021-02796-z Justyna Andrys (1), Johann Heider (2), Tomasz Borowski (1) (1) Jerzy Haber Institute of Catalysis and Surface Chemistry, Polish Academy of Sciences ul. Niezapominajek 8, 30-239, Kraków, Poland E-mail: tomasz.borowski@ikifp.edu.pl (2) Philipps-Universität Marburg, Karl-von-Frisch Strasse 8, D-35043 Marburg, Germany
DOI: 10.17632/5cy5ph4ssj.2
title: EctSynth_parametrization

description: Data files and scripts accompanying the manuscript:
"Comparison of diferent approaches to derive classical bonded force‑feld parameters for a transition metal cofactor: a case study for non‑heme iron site of ectoine synthase"
DOI: 10.1007/s00214-021-02796-z

Justyna Andrys (1), Johann Heider (2), Tomasz Borowski (1)

(1) Jerzy Haber Institute of Catalysis and Surface Chemistry, Polish Academy of Sciences
ul. Niezapominajek 8, 30-239, Kraków, Poland
E-mail: tomasz.borowski@ikifp.edu.pl

(2) Philipps-Universität Marburg, Karl-von-Frisch Strasse 8, D-35043 Marburg, Germany
DOI: 10.17632/s4rjwjnpjx.1
title: LINF_330042800

description: ABC transporter family-like protein
Leishmania infantum (strain JPCM5)
DOI: 10.17632/mczmw36h3r.1
title: Data Gender in Computational Thinking

description: This is the data from the study about the effect of gender in the fifth-grade students' computational thinking skills
DOI: 10.17632/scxkgxpx3k.1
title: outdoor thermal comfort data of older people chengdu 

description: Research Data of“Outdoor thermal comfort study for the elderly in the Chengdu area: a case study in a city park"
DOI: 10.5281/zenodo.7378086
title: Seismic efficiency and seismic moment for small craters on Mars formed in layered uppermost crust

description: Input files used in the paper submitted to JGR: Planets, November 2022. Table with location and sizes of all mapped craters.
DOI: 10.5281/zenodo.7378085
title: Seismic efficiency and seismic moment for small craters on Mars formed in layered uppermost crust

description: Input files used in the paper submitted to JGR: Planets, November 2022. Table with location and sizes of all mapped craters.
DOI: 10.5281/zenodo.7378077
title: Data for How to estimate whether preferential trade agreements contribute to international environmental impact shifting. A new methodology and empirical illustration for Switzerland

description: Raw and processed data for the paper "<em>How to estimate whether preferential trade agreements contribute to international environmental impact shifting. A new methodology and empirical illustration for Switzerland"</em> The raw trade data file is named TradeDataAggregated.rds The raw greenhouse gas footprint data is contained in Output_all.xlsx
description: {"references": ["Wernet, G., Bauer, C., Steubing, B., Reinhard, J., Moreno-Ruiz, E., & Weidema, B. (2016). The ecoinvent database version 3 (part I): overview and methodology. The International Journal of Life Cycle Assessment, 21(9), 1218-1230."]}
DOI: 10.5281/zenodo.7378076
title: Data for How to estimate whether preferential trade agreements contribute to international environmental impact shifting. A new methodology and empirical illustration for Switzerland

description: Raw and processed data for the paper "<em>How to estimate whether preferential trade agreements contribute to international environmental impact shifting. A new methodology and empirical illustration for Switzerland"</em> The raw trade data file is named TradeDataAggregated.rds The raw greenhouse gas footprint data is contained in Output_all.xlsx
description: {"references": ["Wernet, G., Bauer, C., Steubing, B., Reinhard, J., Moreno-Ruiz, E., & Weidema, B. (2016). The ecoinvent database version 3 (part I): overview and methodology. The International Journal of Life Cycle Assessment, 21(9), 1218-1230."]}