cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/354-dnz-273
title: Homo sapiens Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5j9-ghl-r47
title: Pongo pygmaeus (Linnaeus, 1760)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d3p-j8p-qc9
title: Elephas Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hqe-5f5-gnp
title: Pongo pygmaeus (Linnaeus, 1760)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/66a-4l6-k99
title: Pongo pygmaeus (Linnaeus, 1760)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7cq-6n8-s4s
title: Elephas Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zj4-fw4-pam
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k6j-y90-all
title: Duboisia Szidat, 1936

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tml-8ph-zq8
title: Muntiacus muntjak (Zimmermann, 1780)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jal-cgj-49f
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x6h-st2-vhc
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zm0-pbh-67x
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ejp-h62-blj
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gpj-16x-qax
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nn2-pwg-lw1
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yrf-vcf-2kk
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.7910/dvn/j9zv1o
title: Data and code supporting the publication "Re-connecting ecosystems: Integrating coral reefs into monitoring of island restoration"

description: Link to Github with R code and data accompanying Benkwitt CE, Bistolas KSI, DeVore JL, Ducatez S, Prado Gómez J, Wright R, Zubia M, Harnay P, Beguet T, Wedding LM, Burkepile DE, Murphy F, Graham NAJ, Vega Thurber R, Epstein HE. 2025. Re-connecting ecosystems: Integrating coral reefs into monitoring of island restoration. Ecological Indicators 170: 113042. &lt;a href="https://github.com/hannaheps/TARP_motu_comparison" target="_blank"&gt;Github&lt;/a&gt;
&lt;a href="https://doi.org/10.1016/j.ecolind.2024.113042" target="_blank"&gt;Manuscript&lt;/a&gt;
DOI: 10.3535/bgf-yls-qw9
title: Muntiacus muntjak (Zimmermann, 1780)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zp9-y25-2nj
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f24-z1a-l8p
title: Muntiacus muntjak (Zimmermann, 1780)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wd1-z2h-3b8
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3ln-wfn-lyg
title: Symphalangus Gloger, 1841

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t1c-3lc-af5
title: Pongo pygmaeus (Linnaeus, 1760)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kz6-qc8-72m
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fw6-rv1-cvg
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pwt-l5r-apv
title: Rusa timorensis (Blainville, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k11-yjm-e1e
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vft-65f-tx4
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zer-wpf-v6g
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/js6-981-424
title: Muntiacus muntjak (Zimmermann, 1780)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ype-h1h-kqr
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l55-9am-3yx
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r9x-b0x-2qv
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1g6-awc-4t1
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7tm-p31-6vp
title: Pongo pygmaeus (Linnaeus, 1760)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/760-vr9-6ye
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/drt-ds7-33t
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/53d-cvf-jv6
title: Pongo pygmaeus (Linnaeus, 1760)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6vq-ebl-hc3
title: Pongo pygmaeus (Linnaeus, 1760)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mbm-ddw-njc
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.57760/sciencedb.12191
title: The source code for six deep learning models used for spatiotemporal sequence prediction
title: The source code for six deep learning models used for spatiotemporal sequence prediction

description: This code is used to support the paper "Harnessing Deep Learning for Dual Gains in S2S-scale Flash Drought Forecasting and Underlying Mechanisms", which includes code for six deep learning models.
description: This code is used to support the paper "Harnessing Deep Learning for Dual Gains in S2S-scale Flash Drought Forecasting and Underlying Mechanisms", which includes code for six deep learning models.
DOI: 10.15468/dl.jyz6cz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Cecropis abyssinica)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085421-250717081556266/datasets/export for details.
DOI: 10.15468/dl.udp74w
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aristea ecklonii",
 "Country is Sri Lanka",
 "HasCoordinate is true"
 ]
}

 The dataset includes 83 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085424-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5qydm7
title: Occurrence Download

description: A dataset containing 459 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trachycarpus fortunei",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 459 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085423-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5n6jaa
title: Occurrence Download

description: A dataset containing 22152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "EstablishmentMeans is native",
 "GadmGid is one of (USA.10_1, USA.11_1, USA.41_1, USA.34_1, USA.43_1, USA.1_1, USA.25_1, USA.4_1)",
 "IucnRedListCategory is one of (LC, NT, VU, EN, CR)",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 22152 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002112-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9um8tx
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Hedera Conti-Jerpe & Freshwater, 2017"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002111-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15267541
title: Saturn RPWS & INMS Saturn Ionosphere

description: Derived Saturn ionosphere data from Cassini RPWS and INMS instruments. 

Format is an altitude (in km) followed by number density (in #/cm(-3) and/or electron temperature (in eV).
DOI: 10.5281/zenodo.15267542
title: Saturn RPWS & INMS Saturn Ionosphere

description: Derived Saturn ionosphere data from Cassini RPWS and INMS instruments. 

Format is an altitude (in km) followed by number density (in #/cm(-3) and/or electron temperature (in eV).
DOI: 10.5281/zenodo.15017045
title: Cross-correlation functions of LF array in the North China plain
DOI: 10.5281/zenodo.15017046
title: Cross-correlation functions of LF array in the North China plain
DOI: 10.5281/zenodo.15213232
title: Stress in the ventral hippocampus under single-cell resolution

description: The resource contains the table with the differential expression and enrichment analysis results.
DOI: 10.5281/zenodo.15213233
title: Stress in the ventral hippocampus under single-cell resolution

description: The resource contains the table with the differential expression and enrichment analysis results.
DOI: 10.5281/zenodo.15267549
title: The systemic sustainability framework (SSF)
DOI: 10.5281/zenodo.15267550
title: The systemic sustainability framework (SSF)
DOI: 10.15468/dl.fyf6yw
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Pimeleodendron Müll.Arg., 1866"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010834-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14457/tu.the.2024.204
title: Developing a solution to improve employability skills in Myanmar

description: Employability skills play a critical role in determining candidates’ success in the labor market, particularly in Myanmar's diverse industries. This study investigates the importance of key employability skills, such as communication, interpersonal, critical thinking, self-management, relationship-building, and technical literacy, across various sectors. A quantitative approach was employed, with data collected from 100 respondents in organizations of different sizes and industries. The findings reveal that skill importance varies by industry: communication and relationship skills are prioritized in service and sales sectors, while critical thinking, problem-solving, and technical skills are emphasized in technological and manufacturing industries. Identified skill gaps, especially in technical and digital literacy, highlight the need for targeted, scalable, and inclusive training programs. This study recommends a strategic, modular training framework designed to enhance employability skills, bridging the gap between workforce capabilities and industry demands. Such initiatives could significantly impact unemployment rates and foster stronger collaborations among businesses, NGOs, and educational institutions in Myanmar’s labor market.
DOI: 10.14457/tu.the.2024.205
title: US-China trade conflict: business opportunities for the ASEAN region

description: This study examines the dynamics change before and after the US-China trade conflict on ASEAN, focusing on how geopolitical tensions influenced trade relationships, investment patterns, and business opportunities in the region. Using paired t-tests, trend analyses, and regression models, the research evaluates the role of trade uncertainty, FDI inflows, and economic indicators such as GDP growth and unemployment rates in shaping ASEAN’s response to global disruptions. The findings reveal that the trade conflict significantly altered trade and investment dynamics in ASEAN. Trade relationships with both the US and China evolved during the conflict, with ASEAN maintaining its position as a neutral partner while benefiting from redirected investments, particularly from China. Chinese FDI inflows increased significantly, driven by rising trade uncertainty and the need to diversify supply chains. Total FDI also grew during the trade war, reflecting ASEAN’s attractiveness as a stable investment destination. However, US FDI inflows remained stable, showing limited responsiveness to trade uncertainty, which indicates a longer-term strategic approach rather than short-term adjustments. The study also highlights how these shifts translated into business opportunities. A significant reduction in unemployment rates was associated with increased Total FDI, underscoring the role of investments in fostering job creation and strengthening the labor market. However, the lack of a significant relationship between FDI and GDP growth suggests that the broader macroeconomic benefits of these investments may take longer to materialize. The findings further confirm that trade uncertainty escalated during the conflict, shaping investment and trade decisions while positioning ASEAN as a reliable partner in global value chains. Overall, the study illustrates ASEAN’s resilience and adaptability during a period of global instability. By leveraging its strategic advantages, ASEAN deepened its trade relationships, attracted foreign investments, and created new business opportunities. However, uneven impacts across FDI sources and trade partnerships highlight the need for more diversified and sustainable strategies to maximize long-term benefits.
DOI: 10.15468/dl.qb8rnn
title: Occurrence Download

description: A dataset containing 1374321 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Country is one of (Austria)"
 ]
}

 The dataset includes 1374321 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002291-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23668/psycharchives.16307
title: Dataset for: The effects of the autonomous stress response system on memory: a mixed methods study

description: The existing literature on the effects of stress on memory is inconsistent, to the point of being undecided about whether stress improves memory of an event or makes it worse. Stress forms a continuum from mild shock through to severe trauma but the effects on memory, although varying greatly in magnitude, are qualitatively similar. The research presented in this paper is a mixed methods study consisting of a qualitative survey of the effects of stress on memory based on the clinical experience of one of the authors, and an empirical study using a modification of the trauma film paradigm to determine the effects on memory of a mild stressor. The study then uses the similarity of stress response across the spectrum to extrapolate results from the experimental programme to a more general understanding of the effects of stress on memory. The results indicate that timing is key. The results show enhanced recall of earlier elements of a stress-related episode, which are also generally the most emotionally laden, and much reduced recall of later elements. These results have implications clinically and also point to the brain mechanisms that might be involved, specifically that the direct action of neurotransmitters released in response to stress improve memory of the most immediate elements, which are also the most emotionally laden, and the processes that restore homeostasis have the opposite effect.
DOI: 10.14457/tu.the.2024.206
title: Enhancing global training strategies in content moderation: a case study of training gaps and impacts on content moderation performance in a Thailand-based BPO business

description: The study aims to analyze the impact of training gaps on content moderation performance at X BPO, an emerging business process outsourcing company in Thailand, during its first year of expansion. Through the analysis from in-depth interviews with 20 internal stakeholders (trainers, quality analysts, team leaders, and senior management) in October 2024, as well as case studies and industry reports on global and Thailand-based BPO competitors, the findings highlight inadequate training frameworks and limited practice as key drivers of inefficiencies, affecting Moderation Accuracy (ACCR), Utilization Rate (UR), and Average Handling Time (AHT). The recommendations focus on adopting advanced, globally recognized training strategies to bridge skill gaps, improve performance metrics, foster client satisfaction, and position X BPO as a leader in content moderation.
DOI: 10.14457/tu.the.2024.207
title: Entrepreneurial competencies of Burmese expatriates in Thailand

description: This study examines the entrepreneurial competencies of Burmese expatriates in Thailand, focusing on factors influencing their business success: legal challenges, networking, and adaptability. Legal barriers, such as foreign ownership restrictions and lengthy permit processes, were cited by 67% of respondents as significant obstacles. Networking was vital, with 60% emphasizing the role of community support in securing financial resources and market insights. Adaptability, identified by 80% of respondents as crucial, enabled entrepreneurs to adjust strategies to fit the Thai market and regulations. Moderate cultural barriers, reported by 47%, were often mitigated through social connections that helped navigate language differences and cultural norms. The study highlights the interplay between entrepreneurial competencies like adaptability and risk management, and external support systems, which significantly impact business growth. Distinctions between adaptability (proactive strategy) and adjustment (reactive response) underline the importance of strategic flexibility. Risk management, including market analysis and diversification, was also key to navigating uncertainty. The findings underscore the need for legal reforms, community support, and skill development to enhance the success of Burmese entrepreneurs in Thailand.
DOI: 10.15468/dl.djjrnw
title: Occurrence Download

description: A dataset containing 947 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cynara scolymus L."
 ]
}

 The dataset includes 947 records from 202 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002288-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14457/tu.the.2024.208
title: Business expansion of safety shoes to UK and Northern Ireland for DS-ECOM

description: This business consultation plan outlines a clear strategy for DS-ECOM to expand into the United Kingdom, an important move for broadening its geographical presence and boosting revenue growth. DS-ECOM, a leader in the e-commerce space for safety and orthopaedic footwear, uses its innovative and sustainable methods to tackle market opportunities and challenges in the UK. The plan outlines the company's goal to improve workplace safety using advanced technologies, sustainable methods, and solutions focused on the customer. The plan focuses on analysing market dynamics, highlighting the UK's strong growth potential due to regulatory compliance, specific industry demand, and a vibrant e-commerce environment. The plan aims for a 0.5% market share by 2027, which would result in an additional €900,000 in yearly revenue. DS-ECOM’s step-by-step method guarantees that operations are ready, emphasising adherence to UKCA standards, sustainable product development, and customised customer solutions. We tackle challenges like regulatory complexity and intense competition by using risk mitigation strategies, forming local partnerships, and implementing a strong digital-first marketing approach.
DOI: 10.17632/bt9xcvw78h
title: MSMEs 2025

description: Its data for individual interviews and Focus Group Interviews for a sample of 28
DOI: 10.17632/bt9xcvw78h.1
title: MSMEs 2025

description: Its data for individual interviews and Focus Group Interviews for a sample of 28