cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15832238
title: GEAplus - IPK barley landrace GBS data

description: This dataset contains VCF files derived from a barley landrace collection maintained by the IPK genebank. The original genotyping-by-sequencing (GBS) data were published by Milner et al. (2019) : https://doi.org/10.1038/s41588-018-0266-xThe data were used in a study on geographical origin inference and genome-environment association (GEA). For more details, please refer to our preprint: https://doi.org/10.1101/2025.02.13.638161

The dataset includes the following files:





VCF for training the geographical origin inference modelgbs_1688inds_beagle_imputed_558kSNP_for_locator.vcf.gz




VCF for predicting the geographical origins of the entire landrace collectiongbs_landrace_12129inds_beagle_imputed_isec558kSNP.vcf.gz




VCF of geo-referenced accessions for GEA analysisgbs_georef_1626inds_beagle_imputed_homo_maf0.01_het0.1_87K_SNP.vcf.bgz




VCF of the full landrace collection for GEA analysisgbs_landrace_12129inds_beagle_imputed_isec87kSNP_forGEA.vcf.gz
DOI: 10.5281/zenodo.15832381
title: GEAplus - IPK barley landrace GBS data

description: This dataset contains VCF files derived from a barley landrace collection maintained by the IPK genebank. The original genotyping-by-sequencing (GBS) data were published by Milner et al. (2019) : https://doi.org/10.1038/s41588-018-0266-xThe data were used in a study on geographical origin inference and genome-environment association (GEA). For more details, please refer to our preprint: https://doi.org/10.1101/2025.02.13.638161

The dataset includes the following files:





VCF for training the geographical origin inference modelgbs_1688inds_beagle_imputed_558kSNP_for_locator.vcf.gz




VCF for predicting the geographical origins of the entire landrace collectiongbs_landrace_12129inds_beagle_imputed_isec558kSNP.vcf.gz




VCF of geo-referenced accessions for GEA analysisgbs_georef_1626inds_beagle_imputed_homo_maf0.01_het0.1_87K_SNP.vcf.bgz




VCF of the full landrace collection for GEA analysisgbs_landrace_12129inds_beagle_imputed_isec87kSNP_forGEA.vcf.gz
DOI: 10.3535/et0-rjl-s9t
title: Hippidae Latreille, 1825

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qnv-zpn-3gm
title: Trapezarma angolensis (de Brito Capello, 1864)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/48n-k6s-h1g
title: Dardanus deformis (H. Milne-Edwards, 1836)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nfx-jxq-vsw
title: Anapagurus chiroacanthus (Lilljeborg, 1856)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.p3qs4y
title: Occurrence Download

description: A dataset containing 3031 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lonicera japonica Thunb.",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3031 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104203-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/9nz-d2v-ffl
title: Tetraxanthus rathbunae Chace, 1939

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p24-n4r-pzp
title: Pandalus montagui Leach, 1814

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/91z-yjv-52m
title: Pagurus pubescens Krøyer, 1838

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/szd-1cp-7px
title: Jasus paulensis (Heller, 1862)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/er9-qry-nqx
title: Necora puber (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3gp-tq1-gzx
title: Hyas coarctatus Leach, 1815

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mcw-s70-mg3
title: Pagurus bernhardus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ltq-h0e-gk6
title: Sicyonia carinata (Brünnich, 1768)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g1c-1by-k18
title: Lithodes maja (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rcw-mq8-8kf
title: Portunus sanguinolentus (Herbst, 1783)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1dl-7b0-2lj
title: Hyas coarctatus Leach, 1815

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zfh-j2t-fkp
title: Palaemon elegans Rathke, 1837

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5qy-pmh-3xv
title: Persephona lichtensteinii Leach, 1817

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.khsky2
title: Occurrence Download

description: A dataset containing 163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lonicera japonica Thunb.",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 163 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104205-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/0vl-q38-ld6
title: Dichelopandalus bonnieri Caullery, 1896

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6c2-05y-15g
title: Processa modica modica Williamson in Williamson & Rochanaburanon, 1979

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/72y-4b5-4kn
title: Alpheus dentipes Guérin, 1832

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vxj-bed-wnf
title: Callinectes sapidus Rathbun, 1896

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7j9-qdd-w1h
title: Alpheus diadema Dana, 1852

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8hm-pd4-te3
title: Processa modica modica Williamson in Williamson & Rochanaburanon, 1979

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/azy-920-35s
title: Pagurus bernhardus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h6l-6gx-bxq
title: Hippolyte varians Leach, 1814

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7pc-gq3-8m1
title: Polybius navigator (Herbst, 1794)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5y0-rlg-6c8
title: Athanas nitescens (Leach, 1813)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bbk-pd6-ggd
title: Argis Krøyer, 1842

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m2s-d99-mzw
title: Alpheus obesomanus Dana, 1852

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z78-3t8-y98
title: Pagurus criniticornis (Dana, 1852)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k0f-z4d-rs5
title: Carcinus maenas (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xx6-d34-4r2
title: Hippolyte garciarasoi d'Udekem d'Acoz, 1996

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6r2-kxp-tev
title: Carcinus maenas (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sxt-aqq-1em
title: Palaemon serratus (Pennant, 1777)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8jx-lbv-51x
title: Hippolyte Leach, 1814

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bqa-xaw-xgd
title: Crangon crangon (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p0g-elf-ae7
title: Valdivia serrata White, 1847

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/44d-7c8-lvd
title: Ocypode cordimana Latreille, 1818

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r06-r0t-cwe
title: Carcinus aestuarii Nardo, 1847

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/31r-0f1-h55
title: Munida sarsi Huus, 1935

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/avs-rtg-a47
title: Pisidia longicornis (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ttg-ce8-3sf
title: Pandalus montagui Leach, 1814

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2x6-dx5-lg4
title: Achelous spinicarpus Stimpson, 1871

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/psa-r8b-mfs
title: Palaemon antennarius H. Milne-Edwards, 1837

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vnv-a5w-xvx
title: Galacantha spinosa A. Milne-Edwards, 1880

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3l7-9aw-9bt
title: Pinnotheres pisum (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7lz-f21-ne5
title: Hepatus pudibundus (Herbst, 1785)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/45y-wgt-zqh
title: Paratrypaea maldivensis (Borradaile, 1904)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/842-b8p-7ay
title: Eualus pusiolus (Krøyer, 1841)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ewl-pav-rx1
title: Pontophilus norvegicus (M. Sars, 1861)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n1e-6z4-2vl
title: Philocheras fasciatus (Risso, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4y2-m5f-x4y
title: Palaemon antennarius H. Milne-Edwards, 1837

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.ux6xpt
title: Occurrence Download

description: A dataset containing 517413086 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tracheophyta"
 ]
}

 The dataset includes 517413086 records from 15985 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103972-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8sjf2a
title: Occurrence Download

description: A dataset containing 33354 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Vicia cracca, Vicia cracca, Vicia tenuifolia, Vicia tenuifolia, Vicia tenuifolia)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 33354 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009566-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.av8xbp
title: Occurrence Download

description: A dataset containing 901078 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heracleum sphondylium"
 ]
}

 The dataset includes 901078 records from 2958 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009505-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive169982.20250331.9.3
title: Polynucleobacter ibericus Hahn et al. 2022

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/s55q343j
title: CARDS dataset

description: The CARDS dataset encompasses approximately 29,000 claims concerning climate change. Within this dataset, roughly 30% of the claims were determined to be misinformation, using the taxonomy devised by Coan et al.
DOI: 10.13145/bacdive169982.20251217.10
title: Polynucleobacter ibericus Hahn et al. 2022

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169983.20250331.9.3
title: Polynucleobacter kasalickyi Hahn et al. 2022

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.17632/44w2rht7p3
title: The Influence of Financial Technology Innovation and Green Transformational Leadership on Green Innovation and Corporate Environmental Performance in Service-Sector MSMEs.

description: The growing necessity for sustainability has made environmental performance a vital concern for Micro, Small, and Medium Enterprises (MSMEs), especially within the service industry. This research explores the impact of Fintech Innovation and Green Transformational Leadership on Corporate Environmental Performance (CEP), with Green Innovation acting as a mediator. A quantitative method was employed to gather data from 180 MSMEs in the service sector in Indonesia, which were then analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM). The findings suggest that Fintech Innovation greatly improves Green Innovation, yet has no direct impact on CEP. Green Transformational Leadership has a beneficial effect on both Green Innovation and Corporate Environmental Performance (CEP). Additionally, Green Innovation entirely mediates the connection between Fintech Innovation and CEP, while it partially mediates the relationship between Green Transformational Leadership and CEP. These results highlight the significance of combining digital resources with leadership-focused environmental dedication to promote sustainable methods. The research enhances Ecological Modernization Theory and the Ability–Motivation–Opportunity (AMO) framework, providing actionable insights for MSMEs, policymakers, and Fintech providers to facilitate green transformation.
DOI: 10.13145/bacdive169983.20251217.10
title: Polynucleobacter kasalickyi Hahn et al. 2022

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169984.20250331.9.3
title: Polynucleobacter nymphae Hahn et al. 2022

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/6emeqpvw
title: Universal and Unsupervised Sentiment Analysis

description: A novel model for universal and unsupervised sentiment analysis driven by a set of syntactic rules for semantic composition.
DOI: 10.13145/bacdive169984.20251217.10
title: Polynucleobacter nymphae Hahn et al. 2022

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.17632/44w2rht7p3.1
title: The Influence of Financial Technology Innovation and Green Transformational Leadership on Green Innovation and Corporate Environmental Performance in Service-Sector MSMEs.

description: The growing necessity for sustainability has made environmental performance a vital concern for Micro, Small, and Medium Enterprises (MSMEs), especially within the service industry. This research explores the impact of Fintech Innovation and Green Transformational Leadership on Corporate Environmental Performance (CEP), with Green Innovation acting as a mediator. A quantitative method was employed to gather data from 180 MSMEs in the service sector in Indonesia, which were then analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM). The findings suggest that Fintech Innovation greatly improves Green Innovation, yet has no direct impact on CEP. Green Transformational Leadership has a beneficial effect on both Green Innovation and Corporate Environmental Performance (CEP). Additionally, Green Innovation entirely mediates the connection between Fintech Innovation and CEP, while it partially mediates the relationship between Green Transformational Leadership and CEP. These results highlight the significance of combining digital resources with leadership-focused environmental dedication to promote sustainable methods. The research enhances Ecological Modernization Theory and the Ability–Motivation–Opportunity (AMO) framework, providing actionable insights for MSMEs, policymakers, and Fintech providers to facilitate green transformation.
DOI: 10.13145/bacdive169985.20240510.9
title: Polynucleobacter paludilacus Hahn et al. 2022

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169985.20251217.10
title: Polynucleobacter paludilacus Hahn et al. 2022

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/djl9uv2p
title: EEG dataset for depression treatment outcome prediction

description: EEG dataset used for predicting depression treatment outcome
DOI: 10.13145/bacdive169986.20250331.9.3
title: Polynucleobacter parvulilacunae Hahn et al. 2022

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169986.20251217.10
title: Polynucleobacter parvulilacunae Hahn et al. 2022

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169987.20241212.9.2
title: Polynucleobacter tropicus Hahn et al. 2022

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.17632/679k5zxgvt.2
title: From drill to chill: The effect of military service on subjective well-being in rural China

description: README: Replication Package
Paper Title
From drill to chill: The effect of military service on subjective well-being in rural China
Authors:
Chunkai Zhao (South China Agricultural University)
Boou Chen (Nanjing University of Finance and Economics)
Huilin Xie (Sun Yat-sen University)
Date: Jan 7, 2026

This folder contains the programs and materials required to reproduce the results of the paper "From drill to chill: The effect of military service on subjective well-being in rural China."
DOI: 10.57702/napq2ym6
title: Weakly Supervised Gaussian Networks for Action Detection

description: Detecting temporal extents of human actions in videos is a challenging computer vision problem that requires detailed manual supervision including frame-level labels.
DOI: 10.13145/bacdive169987.20251217.10
title: Polynucleobacter tropicus Hahn et al. 2022

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169988.20250331.9.3
title: Duganella dendranthematis Heo et al. 2022

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169988.20251217.10
title: Duganella dendranthematis Heo et al. 2022

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169989.20250331.9.3
title: Duganella vulcania Lu et al. 2022

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.17632/rc6db3pxkg
title: Millennial-scale monsoon variability and coastal aeolian dynamics in low-latitude land-sea transitional zone during MIS 3: insights from Hainan Island, China

description: The research data of "Millennial-scale monsoon variability and coastal aeolian dynamics in low-latitude land-sea transitional zone during MIS 3: insights from Hainan Island, China", including the original XRD and Grain-size data.
DOI: 10.57702/n9fbhu1z
title: Single-Stream Multi-Level Alignment for Vision-Language Pretraining

description: Self-supervised vision-language pretraining from pure images and text with a contrastive loss is effective, but ignores fine-grained alignment due to a dual-stream architecture that aligns image and text representations only on a global level.
DOI: 10.13145/bacdive169989.20251217.10
title: Duganella vulcania Lu et al. 2022

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/wx6jrstl
title: FFHQ 1024x1024 dataset

description: Large scale image super-resolution is a challenging computer vision task, since vast information is missing in a highly degraded image.
DOI: 10.13145/bacdive169990.20250331.9.3
title: Massilia aquatica Holochová et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169990.20251217.10
title: Massilia aquatica Holochová et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.17632/rc6db3pxkg.1
title: Millennial-scale monsoon variability and coastal aeolian dynamics in low-latitude land-sea transitional zone during MIS 3: insights from Hainan Island, China

description: The research data of "Millennial-scale monsoon variability and coastal aeolian dynamics in low-latitude land-sea transitional zone during MIS 3: insights from Hainan Island, China", including the original XRD and Grain-size data.