cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/7m7vze
title: Spider occurrences extracted from the 'New spider species records from territory of the Pechora-Ilych Nature Reserve = Новые виды пауков (Aranei) с территории Печоро-Илычского заповедника'

description: The dataset contains spider occurrences extracted from the following article/book: [Kazantsev D.V., Esyunin S.L. 2009. New spider species records from territory of the Pechora-Ilych Nature Reserve = Новые виды пауков (Aranei) с территории Печоро-Илычского заповедника // Проблемы изучения и охраны животного мира на Севере. Мат-лы Всеросс. конф. Сыктывкар. С.56–57] <b>Attention! As far as these were published in print, we strongly recommend to cite the original work along with this GBIF dataset!</b>Data were digitized within the Faunistics International project for the occurrence data extraction from the scientific literature: faunistic, taxonomical, ecological and other kinds. Full text is available here. Data are available here as well.
DOI: 10.15468/dl.nsewfa
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Kenya",
 "TaxonKey is Aedes ochraceus"
 ]
}

 The dataset's 2 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001831-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.crasuy
title: Occurrence Download

description: A dataset containing 2521 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Neolissochilus blythii, Neolissochilus compressus, Neolissochilus nigrovittatus, Neolissochilus paucisquamatus, Neolissochilus spinulosus, Neolissochilus stevensonii, Oreichthys cosuatis, Osteobrama bakeri, Osteobrama cunma, Osteobrama feae, Osteobrama neilli, Osteochilus sondhii, Osteochilichthys brevidorsalis, Osteochilus nashii, Puntius amphibius, Puntius arenatus, Neolissochilus bovanicus, Puntius burmanicus, Puntius deccanensis, Dawkinsia denisonii, Puntius fraseri, Pethia guganio, Pethia narayani, Eechathalakenda ophicephalus, Puntius punjabensis, Puntius puntio, Puntius sahyadriensis, Poropuntius shanensis, Puntius waageni, Naziritor chelynoides, Neochela dadyburjori, Laubuka fasciata, Devario auropurpureus, Salmostoma acinaces, Salmostoma boopis, Salmostoma horai, Takifugu obscurus, Takifugu poecilonotus, Salmostoma novacula, Salmostoma orissaense, Salmostoma phulo, Salmostoma sardinella, Salmostoma sladoni, Salmostoma untrahi, Securicula gora, Amblypharyngodon atkinsonii, Amblypharyngodon microlepis, Amblypharyngodon mola, Cabdio morar, Opsarius bakeri, Barilius barila, Opsarius barna, Opsarius canarensis, Opsarius dogarsinghi, Barilius evezardi, Opsarius gatensis, Barilius modestus, Opsarius radiolatus, Opsarius shacra, Barilius vagra, Megarasbora elanga, Devario acuticephala, Danio choprae, Devario sondhii, Devario annandalei, Danio dangila, Devario fraseri, Devario kakhienensis, Devario naganensis, Devario neilgherriensis, Devario regina, Devario spinosus, Esomus ahli, Esomus altus, Esomus barbatus, Horadandia atukorali, Danio erythromicron, Microdevario gatesi, Microrasbora rubescens, Rasbora labiosa, Lepidopygopsis typus, Schizocypris brucei, Schizopygopsis stoliczkai, Schizothorax curvifrons, Schizothorax esocinus, Schizothorax labiatus, Schizothorax macrophthalmus, Schizopyge niger, Schizothorax raraensis, Schizothorax kumaonensis, Crossocheilus burmanicus, Crossocheilus diplochilus, Tariqilabeo latius, Garra annandalei, Galaxias niger, Garra bicornuta, Garra stenorhynchus, Garra gravelyi, Garra hughi, Garra imberbis)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2521 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001842-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31209043
title: Evidence Pack for “Lawyer vs. Jurist in the DAFT Services Market” (coded dataset, screening log, survey instrument + summary, exhibits, integrity files)

description: <b>Overview</b><br>This Dataset record contains the <b>Evidence Pack</b> associated with the report “Lawyer vs. Jurist in the DAFT Services Market.” The report describes the evidence bundle as including a coded dataset and PRISMA-style screening log used to generate figures, a survey instrument template and aggregate summary, redacted exhibits, and integrity files (manifest + SHA‑256 hash list) to verify the bundle has not been modified after publication.<br><b>How to Use</b>Download the ZIP (or individual files).Use the manifest/hashes to verify file integrity.See the report item (linked in Related Materials) for definitions, coding frame, and interpretation notes.
DOI: 10.6084/m9.figshare.31209043.v1
title: Evidence Pack for “Lawyer vs. Jurist in the DAFT Services Market” (coded dataset, screening log, survey instrument + summary, exhibits, integrity files)

description: <b>Overview</b><br>This Dataset record contains the <b>Evidence Pack</b> associated with the report “Lawyer vs. Jurist in the DAFT Services Market.” The report describes the evidence bundle as including a coded dataset and PRISMA-style screening log used to generate figures, a survey instrument template and aggregate summary, redacted exhibits, and integrity files (manifest + SHA‑256 hash list) to verify the bundle has not been modified after publication.<br><b>How to Use</b>Download the ZIP (or individual files).Use the manifest/hashes to verify file integrity.See the report item (linked in Related Materials) for definitions, coding frame, and interpretation notes.
DOI: 10.15468/dl.4w3uc3
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Streptanthus carinatus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 109 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001843-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31209670
title: Development of a unified mass cytometry assay integrating activation-induced markers (AIMs) and cytokine profiling for high-throughput assessment of antigen-specific T cell responses

description: Accurate profiling of antigen-specific T cells by measuring T cell activation markers and cytokine production has been limited by inconsistent marker usage across studies and substantial methodological variability. To overcome these challenges, we established a unified mass cytometry (CyTOF) platform that integrates optimized activation-induced marker (AIM) panels, intracellular cytokine staining (ICS), and a cadmium-based barcoding system for high-throughput, multiplexed analysis of T cell responses. We optimized stimulation conditions (18–24 h) and validated highly sensitive dual AIM combinations, including CD25<sup>+</sup>CD134<sup>+</sup> and CD25<sup>+</sup>CD69<sup>+</sup> in CD4<sup>+</sup> T cells, as well as CD25<sup>+</sup>CD137<sup>+</sup> and CD25<sup>+</sup>CD69<sup>+</sup> in CD8<sup>+</sup> T cells. These combinations were stable under protein transport inhibition and closely paralleled cytokine-producing populations. In addition, we developed a cadmium-tagged β2 M/CD298 barcoding strategy that supports 21-plex sample processing without signal distortion. Validation in two independent cohorts confirmed the platform’s high sensitivity, reproducibility, and its ability to simultaneously detect AIM<sup>+</sup> T cells and cytokine-producing subsets. Together, this integrated workflow provides a robust and scalable framework for comprehensive immune monitoring in vaccine development and infectious disease research.
DOI: 10.6084/m9.figshare.31209670.v1
title: Development of a unified mass cytometry assay integrating activation-induced markers (AIMs) and cytokine profiling for high-throughput assessment of antigen-specific T cell responses

description: Accurate profiling of antigen-specific T cells by measuring T cell activation markers and cytokine production has been limited by inconsistent marker usage across studies and substantial methodological variability. To overcome these challenges, we established a unified mass cytometry (CyTOF) platform that integrates optimized activation-induced marker (AIM) panels, intracellular cytokine staining (ICS), and a cadmium-based barcoding system for high-throughput, multiplexed analysis of T cell responses. We optimized stimulation conditions (18–24 h) and validated highly sensitive dual AIM combinations, including CD25<sup>+</sup>CD134<sup>+</sup> and CD25<sup>+</sup>CD69<sup>+</sup> in CD4<sup>+</sup> T cells, as well as CD25<sup>+</sup>CD137<sup>+</sup> and CD25<sup>+</sup>CD69<sup>+</sup> in CD8<sup>+</sup> T cells. These combinations were stable under protein transport inhibition and closely paralleled cytokine-producing populations. In addition, we developed a cadmium-tagged β2 M/CD298 barcoding strategy that supports 21-plex sample processing without signal distortion. Validation in two independent cohorts confirmed the platform’s high sensitivity, reproducibility, and its ability to simultaneously detect AIM<sup>+</sup> T cells and cytokine-producing subsets. Together, this integrated workflow provides a robust and scalable framework for comprehensive immune monitoring in vaccine development and infectious disease research.
DOI: 10.5281/zenodo.18430364
title: Dataset for Seismic Inversion

description: There are two files: Seismic.sgy, which contains the input seismic data, and Model.sgy, which contains the initial P-impedance model.
DOI: 10.5281/zenodo.18430365
title: Dataset for Seismic Inversion

description: There are two files: Seismic.sgy, which contains the input seismic data, and Model.sgy, which contains the initial P-impedance model.
DOI: 10.15468/dl.egxfk3
title: Occurrence Download

description: A dataset containing 407 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Camptostemon schultzii",
 "HasCoordinate is true",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2010",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "not" : {
 "HasGeospatialIssue" : [
 "is true"
 ]
 }
 }
 ]
}

 The dataset includes 407 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001844-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/6gsg5r
title: Spider occurrences extracted from the '[To the spider research in the Orenburg Area] = К вопросу об изучении пауков Оренбургской области'

description: The dataset contains spider occurrences extracted from the following article/book: [Kuznetsov S.F. 1988. [To the spider research in the Orenburg Area] = К вопросу об изучении пауков Оренбургской области // А.С. Уточкин (отв. ред.). Фауна и экология паукообразных. Пермь: Пермск. ун-т. С.97–105 (рус.)] <b>Attention! As far as these were published in print, we strongly recommend to cite the original work along with this GBIF dataset!</b>Data were digitized within the Faunistics International project for the occurrence data extraction from the scientific literature: faunistic, taxonomical, ecological and other kinds. Full text is available here. Data are available here as well.
DOI: 10.15468/dl.xr53m8
title: Occurrence Download

description: A dataset containing 2137 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Garra kempi, Garra lissorhynchus, Garra mcclellandi, Garra mullya, Garra naganensis, Garra nasuta, Garra notata, Garra rossica, Garra rupecula, Garra wanae, Parapsilorhynchus discophorus, Parapsilorhynchus prateri, Parapsilorhynchus tentaculatus, Psilorhynchus balitora, Psilorhynchus nudithoracicus, Psilorhynchus homaloptera, Psilorhynchus pseudecheneis, Psilorhynchus sucatio, Balitora brucei, Balitora mysorensis, Balitora burmanica, Bhavania australis, Homaloptera bilineata, Homalopteroides modestus, Ghatsa montana, Homalopteroides rupicola, Travancoria jonesi, Aborichthys elongatus, Aborichthys garoensis, Aborichthys kempi, Aborichthys tikaderi, Schistura acuticephalus, Nemacheilus anguilla, Schistura arifi, Schistura baluchiorum, Schistura beavani, Yunnanilus brevis, Physoschistura brunneana, Schistura carletoni, Nemacheilus corica, Schistura denisoni, Schistura dayi, Schistura devdevi, Nemacheilus doonensis, Physoschistura elongata, Indoreonectes evezardi, Schistura fascimaculata, Schistura gangetica, Nemacheilus guentheri, Schistura himachalensis, Schistura horai, Schistura kangjupkhulensis, Nemacheilus keralensis, Paraschistura kessleri, Schistura kodaguensis, Schistura kohatensis, Neonoemacheilus labeosus, Paraschistura lindbergi, Schistura manipurensis, Nemacheilus monilis, Paraschistura montana, Acanthocobitis mooreh, Schistura multifasciata, Schistura nagaensis, Schistura nilgiriensis, Schistura pakistanica, Acanthocobitis pavonacea, Neonoemacheilus peguensis, Nemacheilus petrubanarescui, Schistura prashadi, Nemacheilus pulchellus, Paraschistura punjabensis, Schistura reticulofasciata, Physoschistura rivulicola, Pararius, Acanthocobitis rubidipinnis, Nemacheilus rueppelli, Schistura savona, Schistura scaturigina, Schistura semiarmata, Physoschistura shanensis, Schistura sikmaiensis, Nemacheilus singhi, Schistura striata, Nemacheilus triangularis, Schistura vinciguerrae, Paracanthocobitis zonalternans, Triplophysa choprai, Triplophysa gracilis, Triplophysa griffithii, Triplophysa ladacensis, Triplophysa marmorata, Triplophysa microps, Triplophysa shehensis, Triplophysa stolickai, Triplophysa tenuicauda, Triplophysa yasinensis, Lepidocephalichthys annandalei, Lepidocephalichthys berdmorei, Lepidocephalichthys irrorata)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2137 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001845-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.34td2b
title: Occurrence Download

description: A dataset containing 57438 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Puntius brevis, Rasbora kalbarensis, Aspiolucius esocinus, Diptychus maculatus, Rasbora tornieri, Capoetobrama kuschakewitschi, Rasbora trifasciata, Leuciscus lehmanni, Squalius squaliusculus, Gastromyzon ctenocephalus, Gastromyzon danumensis, Gastromyzon fasciatus, Gastromyzon lepidogaster, Gastromyzon megalepis, Triplophysa dorsalis, Gastromyzon monticola, Gastromyzon ridens, Glaniopsis denudata, Glaniopsis gossei, Glaniopsis hanitschi, Nemacheilus oxianus, Glaniopsis multiradiata, Homalopterula gymnogaster, Iskandaria kuschakewitschi, Homalopterula heterolepis, Homalopteroides nebulosus, Dzihunia amudarjensis, Homaloptera ocellata, Homaloptera ogilviei, Balitoropsis ophiolepis, Homaloptera orthogoniata, Homalopterula ripleyi, Homalopteroides stephensoni, Pseudohomaloptera tatereganii, Paracobitis malapterura, Tanakia lanceolata, Acheilognathus rhombeus, Acheilognathus tabira, Rhodeus suigensis, Acheilognathus typus, Pungtungia herzi, Sarcocheilichthys biwaensis, Abbottina rivularis, Paracobitis longicauda, Pseudogobio esocinus, Hemibarbus longirostris, Gnathopogon elongatus, Gnathopogon caerulescens, Sabanejewia aurata, Pungitius platygaster, Squalidus gracilis, Squalidus japonicus, Biwia zezera, Pseudorasbora pumila, Phoxinus jouyi, Opsariichthys uncirostris, Ischikauia steenackeri, Diptychus sewerzowi, Gymnodiptychus dybowskii, Cobitis striata, Cobitis takatsuensis, Niwaella delicata, Lefua echigonia, Lefua nikkonis, Tachysurus nudiceps, Pseudobagrus aurantiacus, Silurus lithophilus, Liobagrus reinii, Alburnoides taeniatus, Homalopteroides tweediei, Homalopterula vanderbilti, Homalopteroides wassinkii, Homalopteroides weberi, Balitoropsis zollingeri, Hypergastromyzon eubranchus, Hypergastromyzon humilis, Nemacheilus chrysolaimos, Nemacheilus kapuasensis, Nemacheilus lactogeneus, Nemacheilus longipectoralis, Nemacheilus longipinnis, Nemacheilus pfeifferae, Nemacheilus saravacensis, Nemacheilus spiniferus, Neogastromyzon nieuwenhuisii, Neogastromyzon pauciradiatus, Neohomaloptera johorensis, Parhomaloptera microstoma, Protomyzon aphelocheilus, Protomyzon borneensis, Protomyzon griswoldi, Protomyzon whiteheadi, Vaillantella euepiptera, Vaillantella maassi, Luciobarbus capito, Acanthopsoides molobrion, Acanthopsoides robertsi, Acantopsis dialuzona, Acantopsis octoactinotos)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 57438 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001817-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2n2441
title: CCDC 2444912: Experimental Crystal Structure Determination

description: Related Article: Qiao He, Jia-Dong Guo, Ke Zhang, Yu-Zhe Chen, Chen-Ho Tung, Li-Zhu Wu|2025|J.Mater.Chem.C|||doi:10.1039/d5tc03923a
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2n2452
title: CCDC 2444913: Experimental Crystal Structure Determination

description: Related Article: Qiao He, Jia-Dong Guo, Ke Zhang, Yu-Zhe Chen, Chen-Ho Tung, Li-Zhu Wu|2025|J.Mater.Chem.C|||doi:10.1039/d5tc03923a
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2n2463
title: CCDC 2444914: Experimental Crystal Structure Determination

description: Related Article: Qiao He, Jia-Dong Guo, Ke Zhang, Yu-Zhe Chen, Chen-Ho Tung, Li-Zhu Wu|2025|J.Mater.Chem.C|||doi:10.1039/d5tc03923a
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2n2474
title: CCDC 2444915: Experimental Crystal Structure Determination

description: Related Article: Qiao He, Jia-Dong Guo, Ke Zhang, Yu-Zhe Chen, Chen-Ho Tung, Li-Zhu Wu|2025|J.Mater.Chem.C|||doi:10.1039/d5tc03923a
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2n2485
title: CCDC 2444916: Experimental Crystal Structure Determination

description: Related Article: Qiao He, Jia-Dong Guo, Ke Zhang, Yu-Zhe Chen, Chen-Ho Tung, Li-Zhu Wu|2025|J.Mater.Chem.C|||doi:10.1039/d5tc03923a
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2n3k6k
title: CCDC 2446278: Experimental Crystal Structure Determination

description: Related Article: Yang Xiaogang, Zhang Xinya, Li Jing, Wang Huilin, Li Min, Wei Xiaotian, Wu Xinci, Ma Lufang|2025|Wuji Huaxue Xuebao|41|2078|doi:10.11862/CJIC.20250167
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2n4bhn
title: CCDC 2447031: Experimental Crystal Structure Determination

description: Related Article: Amit K. Sharma, Poulami Mandal, Ranjan Mali, Noimur Rahman, Nilay K. Pal, Manas K. Ghorai|2026|Org.Chem.Front.|||doi:10.1039/d5qo01590a
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2nchcx
title: CCDC 2453909: Experimental Crystal Structure Determination

description: Related Article: Chen Ruiyan, He Yanping, Zhang Jian|2025|Wuji Huaxue Xuebao|41|2149|doi:10.11862/CJIC.20250177
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2ncjtd
title: CCDC 2453954: Experimental Crystal Structure Determination

description: Related Article: Guo Hongzhe, Wang Sen, Yang Lu, Liu Fuchen, Zhao Jiongpeng, Yao Zhaoquan|2025|Wuji Huaxue Xuebao|41|2157|doi:10.11862/CJIC.20250179
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15129/b868b0b9-d056-4962-b508-96fac4742787
title: Data for: "CLTS implementation in Malawi: process evaluation of a sanitation and hygiene intervention"

description: This dataset was used to assess how people participated in the Community-Led Total Sanitation (CLTS) intervention.
DOI: 10.15468/dl.s9uvtu
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Streptoloma desertorum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 39 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001846-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.