cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/gsbsk3n4vg.1
title: A synthesis of stalagmite δ18O records from the Asian summer monsoon domain over the last millennium (670-2000 CE)

description: Dataset for “The spatiotemporal variability of Asian summer monsoon over the last millennium governed by the Intertropical Convergence Zone”. This dataset includes: a new YX δ18O record covering the entire LM from Yongxing Cave (31°35'N, 111°14'E, 800 m) in the east slope of Mt. Shennongjia, central China, and a synthesis of stalagmite δ18O records from the Asian summer monsoon domain over the last millennium (670-2000 CE).
The dynamic linkage between climatic warming and the Asian summer monsoon (ASM) remains unclear, largely due to the limited understanding of the spatiotemporal variability of the ASM rainfall. Here, we present a new high-resolution stalagmite δ18O record from Yongxing Cave, central China and determine the leading mode and spatial pattern of 13 well-dated Chinese stalagmite δ18O records over the last millennium. The leading mode, representative of the change in ASM intensity, is closely related to the Northern Hemisphere temperature and negatively related to the South American summer monsoon (SASM) change, supporting that the Intertropical Convergence Zone (ITCZ) shifts modulate the interhemispheric monsoon changes. Our reconstruction and simulation further indicate a significant spatial heterogeneity in ASM rainfall during the Medieval Warm Period, related to the migration of the ITCZ, likely driven by greenhouse gas forcing. The synchronous weakening in ASM and SASM intensity during the Current Warming Period is likely attributed to anthropogenic warming-induced contraction of the ITCZ. Our findings highlight the key role of ITCZ changes in regulating the spatiotemporal variability of the ASM and associated rainfall in either natural or anthropogenic warming eras.
DOI: 10.17632/p6kpfkn4h7
title: AI-Enabled Advertising Bibliometric Data

description: The dataset includes 198 peer-reviewed articles on AI-enabled advertising published between 2018 and 2024. Data were collected from the Web of Science, Scopus, and Google Scholar databases and compiled into a unified dataset for bibliometric analysis.
DOI: 10.17632/p6kpfkn4h7.1
title: AI-Enabled Advertising Bibliometric Data

description: The dataset includes 198 peer-reviewed articles on AI-enabled advertising published between 2018 and 2024. Data were collected from the Web of Science, Scopus, and Google Scholar databases and compiled into a unified dataset for bibliometric analysis.
DOI: 10.17632/yw8nwp8rnr
title: Dermatology Education in the Undergraduate Medical Curriculum: The Student Perspective

description: Dermatology Education in the Undergraduate Medical Curriculum: The Student Perspective
DOI: 10.15468/dl.sfst9s
title: Occurrence Download

description: A dataset containing 36515 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxon occurrence data for the FungalRoot database"
 ]
}

 The dataset includes 36515 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002930-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/yw8nwp8rnr.3
title: Dermatology Education in the Undergraduate Medical Curriculum: The Student Perspective

description: Dermatology Education in the Undergraduate Medical Curriculum: The Student Perspective
DOI: 10.17632/fgfptnmd2h
title: Data for: Carbonate barium isotopes uncover the spatio-temporal evolution of marine primary productivity during the Toarcian Oceanic Anoxic Event

description: Raw data for all figures in the manuscript by Chen et al. to be published by Geochimica et Cosmochimica Acta as "Carbonate barium isotopes uncover the spatio-temporal evolution of marine primary productivity during the Toarcian Oceanic Anoxic Event".
DOI: 10.17632/fgfptnmd2h.4
title: Data for: Carbonate barium isotopes uncover the spatio-temporal evolution of marine primary productivity during the Toarcian Oceanic Anoxic Event

description: Raw data for all figures in the manuscript by Chen et al. to be published by Geochimica et Cosmochimica Acta as "Carbonate barium isotopes uncover the spatio-temporal evolution of marine primary productivity during the Toarcian Oceanic Anoxic Event".
DOI: 10.17632/2ctjcnm9kn
title: PhishBench-External: Balanced Phishing and Legitimate URL Validation Dataset (D4ᴠ)

description: A real-world validation dataset (D4ᴠ) comprising 1,000 URLs (500 phishing and 500 legitimate) was compiled in July 2025 to assess the practical performance of the proposed phishing detection system.
Phishing URLs were collected from PhishTank, a reputable community-driven phishing repository, while legitimate URLs were selected from the Tranco top sites list, representing trusted web domains.
Each URL is characterized by 27 extracted features including lexical features (URL length, digit ratio, special character count), domain-based features (age, expiration, registrar info), and network features (SSL certificate validity, IP-based attributes, redirection count). The “label” column indicates 0 for legitimate, -1 for suspicious and 1 for phishing.
This dataset provides a balanced, up-to-date, and realistic benchmark reflecting modern phishing tactics and legitimate web characteristics.

Dataset Records Features Legitimate/Phishing Source
D4ᴠ 1,000 27 500 / 500 Tranco & PhishTank

Intended Use: Designed as an external test set for validating phishing detection models and evaluating their generalization on unseen, real-world data.

Keywords: Phishing detection, URL dataset, cybersecurity, machine learning, external validation, Tranco, PhishTank, web security, dataset
DOI: 10.17632/2ctjcnm9kn.2
title: PhishBench-External: Balanced Phishing and Legitimate URL Validation Dataset (D4ᴠ)

description: A real-world validation dataset (D4ᴠ) comprising 1,000 URLs (500 phishing and 500 legitimate) was compiled in July 2025 to assess the practical performance of the proposed phishing detection system.
Phishing URLs were collected from PhishTank, a reputable community-driven phishing repository, while legitimate URLs were selected from the Tranco top sites list, representing trusted web domains.
Each URL is characterized by 27 extracted features including lexical features (URL length, digit ratio, special character count), domain-based features (age, expiration, registrar info), and network features (SSL certificate validity, IP-based attributes, redirection count). The “label” column indicates 0 for legitimate, -1 for suspicious and 1 for phishing.
This dataset provides a balanced, up-to-date, and realistic benchmark reflecting modern phishing tactics and legitimate web characteristics.

Dataset Records Features Legitimate/Phishing Source
D4ᴠ 1,000 27 500 / 500 Tranco & PhishTank

Intended Use: Designed as an external test set for validating phishing detection models and evaluating their generalization on unseen, real-world data.

Keywords: Phishing detection, URL dataset, cybersecurity, machine learning, external validation, Tranco, PhishTank, web security, dataset
DOI: 10.15468/dl.a7qyq5
title: Occurrence Download

description: A dataset containing 817947 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Living Specimen, Human Observation, Observation)",
 "Country is Zambia",
 "Year is one of (1990, 1991, 1992, 1993, 1994, 1995, 1996, 1997, 1998, 1999, 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024, 2025)"
 ]
}

 The dataset includes 817947 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002867-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/28118
title: Chandra X-ray Observatory ObsId 28118

description: BRIGHT X-RAY BINARIES IN METAL POOR GALAXIES AND LIGO PRECURSORS
DOI: 10.25574/28153
title: Chandra X-ray Observatory ObsId 28153

description: Extended X-ray Emission in Highly Obscured AGN: Feedback in the Final Ten
DOI: 10.25574/28154
title: Chandra X-ray Observatory ObsId 28154

description: Extended X-ray Emission in Highly Obscured AGN: Feedback in the Final Ten
DOI: 10.17632/psy25cd4wx
title: Fostering employees’ organizational identification and organizational citizenship behavior through diversity communication

description: Data on employees' organizational identification, organizational citizenship behavior (OCB), diversity climate, organizational authenticity, and satisfaction with corporate diversity commuication were collected. Questionnaire, codebook, and data are provided.
DOI: 10.17632/psy25cd4wx.1
title: Fostering employees’ organizational identification and organizational citizenship behavior through diversity communication

description: Data on employees' organizational identification, organizational citizenship behavior (OCB), diversity climate, organizational authenticity, and satisfaction with corporate diversity commuication were collected. Questionnaire, codebook, and data are provided.
DOI: 10.25574/28156
title: Chandra X-ray Observatory ObsId 28156

description: Extended X-ray Emission in Highly Obscured AGN: Feedback in the Final Ten
DOI: 10.17632/j6yvfgdrcp.1
title: AutoSpectral: OMIP-102 unmixing

description: Re-unmixing of OMIP-102 using AutoSpectral. Examples are provided using per-cell autofluorescence extraction (scAF-tagged files), or, additionally, with per-cell fluorophore optimization after single-cell autofluorescence extraction. The latter is provided with the exact computation approach ("slow") or the "fast" approximation. The intermediate Woodbury rank-one updating approach is not provided due to limits on the storage space.
DOI: 10.15468/dl.w8mhqb
title: Occurrence Download

description: A dataset containing 2471 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sphegina sibirica"
 ]
}

 The dataset includes 2471 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002933-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tfegef
title: Occurrence Download

description: A dataset containing 771417 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation)",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Erinaceus europaeus",
 "Year 2000-2025"
 ]
}

 The dataset includes 771417 records from 1887 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002862-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/kc4-1cc-qg3
title: Psoa Herbst, 1797

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ttw-wfq-a8f
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-29q-52dj
title: PAN-00108408 - decorative nail with round flat head

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00108408&lt;/p&gt;
description: Modified: 2022-11-08T10:56:57+01:00
DOI: 10.3535/9c2-0ek-4gs
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m8v-al6-bgx
title: Erythraeus Latreille, 1806

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n8r-cf2-8a6
title: Erythraeus Latreille, 1806

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vsy-25g-4b7
title: Steatonyssus Kolenati, 1858

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-29q-5c78
title: PAN-00006100 - open plain arm ring with single knobbed terminals

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00006100&lt;/p&gt;
description: Modified: 2019-04-25T10:42:59+02:00
DOI: 10.3535/2w5-3w9-x9h
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xyj-zsx-9t8
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ry7-qp6-qn4
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/td7-66l-a3q
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-29q-5hkz
title: PAN-00121206 - base fragment (terra sigillata)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00121206&lt;/p&gt;
description: Modified: 2023-02-17T16:32:37+01:00
DOI: 10.3535/z4c-ldb-l1c
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hf2-rnb-az6
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lsg-1dz-zvj
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6084/m9.figshare.29380391
title: The Moderating Role of Children's Perceived Social Support in Visual Arts Activities

description: This dataset includes two files: (1) the original questionnaire, which contains three validated scales measuring drawing self-efficacy, perceived social support, and art engagement. The questionnaire was previously tested in the local context and has demonstrated good reliability and validity; and (2) cross-sectional survey data collected from 592 children aged 10 to 12 in Henan Province, China. The data were obtained through paper-and-pencil questionnaires administered in school settings. All participating children were engaged in school-based extracurricular visual arts activities at the time of data collection. The findings reveal that both drawing self-efficacy and perceived social support positively influence art engagement. However, high levels of perceived social support weaken the relationship between drawing self-efficacy and art engagement. The results emphasizing that children's drawing self-efficacy and perceived social support are key factors in enhancing art engagement. However, when external support becomes excessive, it may divert children's attention from their drawing abilities, thereby reducing their art engagement based on their sense of competence. These findings offer targeted recommendations for parents and educators in promoting children's art engagement.
DOI: 10.3535/gjw-s24-qy4
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xfb-965-4zy
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6084/m9.figshare.29380391.v1
title: 儿童感知社会支持在视觉艺术活动中的调节作用

description: 该数据集包含从中国河南省 592 名 10 至 12 岁儿童收集的横断面调查数据。数据是使用在学校环境中进行的纸笔问卷获得的。数据集中包含的变量涵盖学生<b>的绘画自我效能感</b>、<b>感知到的社会支持</b>和<b>艺术参与度</b>，每个变量都通过多个问卷项目进行衡量，这些问卷项目基于适合当地环境的经过验证的量表。还包括人口统计变量，例如年龄、性别和学校年级。
DOI: 10.6084/m9.figshare.29380391.v2
title: The Moderating Role of Children's Perceived Social Support in Visual Arts Activities

description: This dataset includes two files: (1) the original questionnaire, which contains three validated scales measuring drawing self-efficacy, perceived social support, and art engagement. The questionnaire was previously tested in the local context and has demonstrated good reliability and validity; and (2) cross-sectional survey data collected from 592 children aged 10 to 12 in Henan Province, China. The data were obtained through paper-and-pencil questionnaires administered in school settings. All participating children were engaged in school-based extracurricular visual arts activities at the time of data collection. The findings reveal that both drawing self-efficacy and perceived social support positively influence art engagement. However, high levels of perceived social support weaken the relationship between drawing self-efficacy and art engagement. The results emphasizing that children's drawing self-efficacy and perceived social support are key factors in enhancing art engagement. However, when external support becomes excessive, it may divert children's attention from their drawing abilities, thereby reducing their art engagement based on their sense of competence. These findings offer targeted recommendations for parents and educators in promoting children's art engagement.
DOI: 10.17026/dans-29q-6sxv
title: PAN-00101013 - coin/coin-related, (Adolf Hitler), tien pfennig

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00101013&lt;/p&gt;
description: Modified: 2023-07-31T11:15:34+02:00
DOI: 10.3535/21r-vak-t53
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jf4-0by-4kn
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gmc-pmx-43s
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-29q-7vw4
title: Bureauonderzoek REC-terrein aan de Lange Lijnbaan te Harlingen
title: ORANJEWOUD 2007/15

description: &lt;p&gt;onderzoeksrapport&lt;/p&gt;
description: &lt;p&gt;ORANJEWOUD 2007/15&lt;/p&gt;
description: Date: 2007 (uitvoering)
DOI: 10.3535/528-4cp-zhb
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6wy-0df-vpb
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1q8-ywt-f3c
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gvc-ngw-tge
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-29q-8fb4
title: PAN-00129317 - ring unspecified (late medieval/early modern)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00129317&lt;/p&gt;
description: Modified: 2023-04-18T15:37:08+02:00
DOI: 10.3535/1qr-c3f-klz
title: Trombidiidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3w7-fcy-1hh
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4hr-srw-a28
title: Trombidiidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x2c-93w-b4r
title: Trombidiidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-29q-8ggx
title: Markelo, Bergweg 38-42 (gemeente Hof van Twente, Ov.).Een Inventariserend Archeologisch Veldonderzoek.

description: &lt;p&gt;onderzoeksrapport&lt;/p&gt;
DOI: 10.3535/40t-n7q-xn8
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bvr-z5f-1zy
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qcq-n1s-g50
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-29q-8vjk
title: PAN-00061022 - equal armed bow brooch with 'fleur-de-lis' end plates (eye-hook)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00061022&lt;/p&gt;
description: Modified: 2020-06-18T10:24:44+02:00
DOI: 10.3535/35p-lzv-cw2
title: Ensliniella kostylevi Zachvatkin, 1941

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qer-0pr-sfa
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mdz-36r-xhk
title: Ensliniella kostylevi Zachvatkin, 1941

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pg0-zf7-vpn
title: Ensliniella kostylevi Zachvatkin, 1941

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-29q-8x58
title: Oostdijk-Garnalenweg, Bunschoten-Spakenburg, gemeente Bunschoten: een bureauonderzoek

description: &lt;p&gt;Bureau voor Archeologie heeft een bureauonderzoek uitgevoerd voor woningbouw aan de Oostdijk-Garnalenweg te Bunschoten-Spakenburg.&lt;/p&gt;
DOI: 10.3535/bmz-thw-v1s
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jd3-ql6-t35
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a68-21p-8be
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-29q-9fn7
title: Archeologisch vooronderzoek ten behoeve van de nieuwbouw van woningen project 'Centrumplan fase 2 en 3' te Ridderkerk, gemeente Ridderkerk. Ruimtelijk advies op basis van inventariserend veldonderzoek (verkennende fase)

description: &lt;p&gt;IVO&lt;/p&gt;
DOI: 10.3535/52k-dvh-dpz
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f4s-s15-z2d
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2qz-0qr-qz0
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gna-4zr-p9h
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-29q-a6eg
title: PAN-00107636 - Medieval disc shaped spindle whorl A (metal)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00107636&lt;/p&gt;
description: Modified: 2022-06-06T10:01:29+02:00
DOI: 10.3535/lat-jhf-5ae
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/skp-56z-vvb
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d5h-cxp-0ag
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k7q-m08-y5r
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.