cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17603/ds2-0sgm-kr32
title: Electronic Supplement
title: in Collapse risk of nonductile reinforced concrete shear wall buildings

description: Existing buildings, particularly those predating modern building codes, pose significant seismic risk in regions of high seismicity worldwide. In the City of Vancouver, British Columbia, reinforced concrete shear wall (RCSW) buildings are prevalent in tall building construction. Many of these buildings were constructed prior to the introduction of ductility requirements in the Canadian concrete standard during the mid-1980s, and predominantly serve as residences for renters, seniors and low-income populations. This study quantifies the collapse risk of these tall non-ductile RCSW buildings to understand their seismic vulnerability. Leveraging a comprehensive database of pre-1980 RCSW buildings, a framework is proposed to generate representative archetypes using a random forest regression model. An automated workflow is developed to facilitate nonlinear structural analyses of these buildings, and a sample of 25 archetypes of varying heights, i.e., 10-30 stories, are selected to evaluate their seismic performance. The results indicate a high risk of collapse, ranging from 9%-29% in a 50-year period, significantly higher than the collapse risk target of 1% in a 50-year in ASCE 7. The results also indicate that collapse risk can be significantly underestimated when (1) taxonomy-level fragility functions are employed to characterize the performance of this unique typology of buildings, and (2) when the ground motion amplification effects of the Georgia sedimentary basin below Metro Vancouver are neglected.
description: A collapse risk assessment of 25 archetypes of non-ductile reinforced concrete shear wall buildings was done. The electronic supplement includes model scripts in OpenSeesPy, 33 ground motions per hazard level for a total of four hazard levels that were used for assessment, floorplan details of the 25 archetypes, and processed collapse risk results.
DOI: 10.15468/dl.r4bpj7
title: Occurrence Download

description: A dataset containing 1335 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Synodus sageneus"
 ]
}

 The dataset includes 1335 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035885-250802193616735/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.29834657
title: Fundamentação vetorial e estabilidade emocional computacional: uma arquitetura para IA cognitivo-afetiva baseada em Lyapunov

description: Este artigo apresenta o aprimoramento do Modelo de Dinâmica de Estados Internos (MDEI), um arcabouço matemático-computacional para a modelagem de estados cognitivos-emocionais em sistemas de Inteligência Artificial. No MDEI, cada estado interno é representado por um vetor tridimensional adaptativo, indo além das representações simbólicas discretas tradicionais. O formalismo é desenvolvido sobre bases sólidas de álgebra vetorial, cálculo diferencial e teoria de sistemas dinâmicos, com foco em clareza didática e profundidade conceitual. Realiza-se também uma revisão bibliográfica de alta relevância (Instituições como MIT, Stanford e artigos recentes em periódicos de prestígio), que contextualiza o MDEI no cenário de IA como extensão cognitiva e discute sua contribuição para interações humano-máquina mais naturais. O MDEI oferece um quadro robusto para IAs adaptativas e resilientes frente à complexidade emocional, apontando caminhos para aplicações em assistentes cognitivos, saúde mental e educação. A metodologia proposta integra princípios de neurociência computacional, física de sistemas complexos e matemática aplicada, estabelecendo uma base teórica sólida para o desenvolvimento de sistemas de IA emocionalmente inteligentes. O modelo introduz conceitos inovadores como o número de Reynolds Emocional para quantificar transições entre regimes emocionais, analogias hidrodinâmicas para descrever fluxos emocionais no cérebro, e critérios de estabilidade baseados em Lyapunov para garantir robustez do sistema. Por fim, discute-se criticamente a validação empírica de parâmetros do modelo, ressaltando a necessidade de experimentação futura com dados neurofisiológicos reais para calibração e validação dos parâmetros propostos.<br>
DOI: 10.6084/m9.figshare.29834657.v1
title: Fundamentação vetorial e estabilidade emocional computacional: uma arquitetura para IA cognitivo-afetiva baseada em Lyapunov

description: Este artigo apresenta o aprimoramento do Modelo de Dinâmica de Estados Internos (MDEI), um arcabouço matemático-computacional para a modelagem de estados cognitivos-emocionais em sistemas de Inteligência Artificial. No MDEI, cada estado interno é representado por um vetor tridimensional adaptativo, indo além das representações simbólicas discretas tradicionais. O formalismo é desenvolvido sobre bases sólidas de álgebra vetorial, cálculo diferencial e teoria de sistemas dinâmicos, com foco em clareza didática e profundidade conceitual. Realiza-se também uma revisão bibliográfica de alta relevância (Instituições como MIT, Stanford e artigos recentes em periódicos de prestígio), que contextualiza o MDEI no cenário de IA como extensão cognitiva e discute sua contribuição para interações humano-máquina mais naturais. O MDEI oferece um quadro robusto para IAs adaptativas e resilientes frente à complexidade emocional, apontando caminhos para aplicações em assistentes cognitivos, saúde mental e educação. A metodologia proposta integra princípios de neurociência computacional, física de sistemas complexos e matemática aplicada, estabelecendo uma base teórica sólida para o desenvolvimento de sistemas de IA emocionalmente inteligentes. O modelo introduz conceitos inovadores como o número de Reynolds Emocional para quantificar transições entre regimes emocionais, analogias hidrodinâmicas para descrever fluxos emocionais no cérebro, e critérios de estabilidade baseados em Lyapunov para garantir robustez do sistema. Por fim, discute-se criticamente a validação empírica de parâmetros do modelo, ressaltando a necessidade de experimentação futura com dados neurofisiológicos reais para calibração e validação dos parâmetros propostos.<br>
DOI: 10.5281/zenodo.16791971
title: Global Indoor 5G Market 2025 To 2034

description: Indoor 5G Market Size, Trends and Insights By Component (Hardware, Software, Services), By Frequency Band (Sub-6 GHz, mmWave, Others), By Building (Residential, Commercial, Industrial), By End Use (Enterprises, Telecom Operators, Government, Others), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025 – 2034.

Reports Description

As per the Indoor 5G Market analysis conducted by the CMI Team, the global Indoor 5G Market is expected to record a CAGR of 13.4% from 2025 to 2034. In 2025, the market size is projected to reach a valuation of USD 17.48 Billion. By 2034, the valuation is anticipated to reach USD 54.40 Billion.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=72233
DOI: 10.5281/zenodo.16791972
title: Global Indoor 5G Market 2025 To 2034

description: Indoor 5G Market Size, Trends and Insights By Component (Hardware, Software, Services), By Frequency Band (Sub-6 GHz, mmWave, Others), By Building (Residential, Commercial, Industrial), By End Use (Enterprises, Telecom Operators, Government, Others), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025 – 2034.

Reports Description

As per the Indoor 5G Market analysis conducted by the CMI Team, the global Indoor 5G Market is expected to record a CAGR of 13.4% from 2025 to 2034. In 2025, the market size is projected to reach a valuation of USD 17.48 Billion. By 2034, the valuation is anticipated to reach USD 54.40 Billion.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=72233
DOI: 10.26179/rt25-g543
title: Survey Report Law Base Larsemann Hills 2023/2024
DOI: 10.5281/zenodo.16762592
title: Induction of human CD8 T cell exhaustion via mitochondrial inhibition and ectopic TOX expression - transcriptional analysis

description: Human CD8⁺ T cells from healthy donors were treated with Azithromycin (AZM) to induce mitochondrial translation inhibition leading to exhaustion phenotypes in vitro, or with DMSO as a control. Cells were either analyzed in bulk or sorted into distinct T cell subsets based on PD-1 and CD127 expression. In a separate experiment, CD8⁺ T cells were retrovirally transduced with either a MIGR1 control plasmid or MIGR1-TOX and treated with DMSO or AZM. This assay was optionally combined with CRISPR-mediated KO of exhaustion-related transcription factors. All experiments were performed using cells from two independent donors.

Human Library preparation for bulk-sequencing of poly(A)-RNA was done as described previously (Fischer et al., 2023). The library was sequenced on a NextSeq 500 (Illumina) with 65 cycles for the cDNA in read1 and 19 cycles for the barcodes and UMIs in read2. Data was processed using Drop-seq pipeline (v1.0) to generate sample- and gene-wise UMI tables (Macosko et al., 2015). Raw counts of mapped reads were processed in R with DESeq2 to determine differentially expressed genes and to generate normalized read counts.
DOI: 10.5281/zenodo.16762593
title: Induction of human CD8 T cell exhaustion via mitochondrial inhibition and ectopic TOX expression - transcriptional analysis

description: Human CD8⁺ T cells from healthy donors were treated with Azithromycin (AZM) to induce mitochondrial translation inhibition leading to exhaustion phenotypes in vitro, or with DMSO as a control. Cells were either analyzed in bulk or sorted into distinct T cell subsets based on PD-1 and CD127 expression. In a separate experiment, CD8⁺ T cells were retrovirally transduced with either a MIGR1 control plasmid or MIGR1-TOX and treated with DMSO or AZM. This assay was optionally combined with CRISPR-mediated KO of exhaustion-related transcription factors. All experiments were performed using cells from two independent donors.

Human Library preparation for bulk-sequencing of poly(A)-RNA was done as described previously (Fischer et al., 2023). The library was sequenced on a NextSeq 500 (Illumina) with 65 cycles for the cDNA in read1 and 19 cycles for the barcodes and UMIs in read2. Data was processed using Drop-seq pipeline (v1.0) to generate sample- and gene-wise UMI tables (Macosko et al., 2015). Raw counts of mapped reads were processed in R with DESeq2 to determine differentially expressed genes and to generate normalized read counts.
DOI: 10.15468/dl.mkxzqx
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAF4590"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035886-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tyvrrx
title: Occurrence Download

description: A dataset containing 32940 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is NZ Department of Conservation Weeds Observation Data 1983 - 2023"
 ]
}

 The dataset includes 32940 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035887-250802193616735/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.29447774
title: Whole-Genome Sequencing of Fusarium oxysporum Isolated from Tobacco

description: Fusarium oxysporum (F. oxysporum) is a globally distributed, soil-borne pathogenic fungus with a wide host range, capable of causing various plant diseases. Genome scanning and analysis revealed a total genome size of 51,143,096 bp, comprising 1,153 scaffolds. A total of 17,272 protein-coding genes were predicted, including genes encoding carbohydrate-active enzymes (CAZymes), cytochrome P450 enzymes, virulence factors, and resistance genes. This genomic resource provides a foundation for future strategies to control Fusarium oxysporum.
DOI: 10.6084/m9.figshare.29447774.v1
title: <b>的全基因组测序 </b><b><i>尖孢镰刀</i></b><b> 从烟草中分离</b>

description: 的全基因组序列尖孢镰刀菌 （F.oxysporum）是一种全球分布的土传病原真菌，宿主范围广泛，可引起各种植物病害。基因组扫描和分析显示，基因组总大小为 51,143,096 bp，包括 1,153 个支架，预测了 17,272 个编码基因，包括碳水化合物活性酶基因、细胞色素 P450、毒力因子和抗性基因。该基因组为未来防控尖孢镰刀菌。
DOI: 10.6084/m9.figshare.29447774.v2
title: Whole-Genome Sequencing of Fusarium oxysporum Isolated from Tobacco

description: Fusarium oxysporum (F. oxysporum) is a globally distributed, soil-borne pathogenic fungus with a wide host range, capable of causing various plant diseases. Genome scanning and analysis revealed a total genome size of 51,143,096 bp, comprising 1,153 scaffolds. A total of 17,272 protein-coding genes were predicted, including genes encoding carbohydrate-active enzymes (CAZymes), cytochrome P450 enzymes, virulence factors, and resistance genes. This genomic resource provides a foundation for future strategies to control Fusarium oxysporum.
DOI: 10.15468/dl.5zah98
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAK1504"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035888-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xcnspn
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Clematis taeguensis"
 ]
}

 The dataset includes 29 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035889-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h4tx5x
title: Occurrence Download

description: A dataset containing 210 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Xystodus sageneus"
 ]
}

 The dataset includes 210 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035890-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2nsbqw
title: Occurrence Download

description: A dataset containing 3923 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Synodus saurus"
 ]
}

 The dataset includes 3923 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035891-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18150/qmmcie
title: Data for the publication titled: "Effect of copper, cobalt or nickel modification of NH2-MIL-125 oxide-derivatives for simultaneous photocatalytic pollutants degradation and hydrogen generation from natural seawater"

description: Research data that was used to create the publication entitled "Effect of copper, cobalt or nickel modification of NH2-MIL-125 oxide-derivatives for simultaneous photocatalytic pollutants degradation and hydrogen generation from natural seawater". All necessary information regarding equipment and methodology is available in the Readme files. The .zip files contain source files that can be opened using publicly available document and image processing programs (notes, Microsoft Word/Excel, Libre Office Calc, Photo Gallery).
DOI: 10.15468/dl.5patvy
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ACG8373"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035892-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mh2x6m
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saurus griseus"
 ]
}

 The dataset includes 16 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035894-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16791974
title: 素数真相解明パート⑥   /  非素数規則性による素数三大計算課題の簡単解決

description: Easy solution to prime number calculation problems based on non-prime regularity

 

The flip side of the definition of prime numbers is that all non-prime numbers can be calculated as a 

product of two numbers
DOI: 10.5281/zenodo.16791973
title: 素数真相解明パート⑥   /  非素数規則性による素数三大計算課題の簡単解決

description: Easy solution to prime number calculation problems based on non-prime regularity

 

The flip side of the definition of prime numbers is that all non-prime numbers can be calculated as a 

product of two numbers
DOI: 10.6084/m9.figshare.29118638
title: Subduction origin of the Nb anomaly in Earth’s oldest continents_supplementary_dataset

description: Supplementary data from Subduction origin of the Nb anomaly in Earth’s oldest continents, Journal of Petrology, 2025. Data is major and trace element compositional data from piston cylinder high-pressure high-temperature experiments on partially melted hydrated Icelandic basalt. Major element mineral chemistry for plagioclase, amphibole, clinopyroxene, orthopyroxene, FeTi oxides and garnet. Major and trace element compositions from silicic partial melt fractions.
DOI: 10.6084/m9.figshare.29118638.v1
title: Subduction origin of the Nb anomaly in Earth’s oldest continents_supplementary_dataset

description: Supplementary data from Subduction origin of the Nb anomaly in Earth’s oldest continents, Journal of Petrology, 2025. Data is major and trace element compositional data from piston cylinder high-pressure high-temperature experiments on partially melted hydrated Icelandic basalt. Major element mineral chemistry for plagioclase, amphibole, clinopyroxene, orthopyroxene, FeTi oxides and garnet. Major and trace element compositions from silicic partial melt fractions.
DOI: 10.15468/dl.28mqqy
title: Occurrence Download

description: A dataset containing 22428 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 Gomphocarpus R.Br."
 ]
}

 The dataset includes 22428 records from 290 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001529-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.epsfev
title: Occurrence Download

description: A dataset containing 4323893 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Achillea millefolium L., Achlys triphylla (Sm.) DC., Acmispon denticulatus (Drew) D.D.Sokoloff, Actaea rubra (Aiton) Willd., Adenocaulon bicolor Hook., Adiantum aleuticum (Rupr.) C.A.Paris, Adiantum pedatum L., Agoseris aurantiaca (Hook.) Greene, Agrostis variabilis Rydb., Allotropa virgata Torr. & A.Gray, Amelanchier Medik., Amelanchier alnifolia (Nutt.) Nutt., Anaphalis margaritacea (L.) Benth., Anemonastrum deltoideum (Douglas) Mosyakin, Anemone drummondii S.Watson, Anemone L., Angelica arguta Nutt., Antennaria alpina (L.) Gaertn., Antennaria lanata (Hook.) Greene, Antennaria microphylla Rydb., Anthoxanthum nitens (Weber) Y.Schouten & Veldkamp, Anticlea occidentalis (A.Gray) Zomlefer & Judd, Apocynum androsaemifolium L., Aquilegia formosa var. formosa, Arctostaphylos nevadensis A.Gray, Arctostaphylos uva-ursi (L.) Spreng., Arnica cordifolia Hook., Arnica latifolia Bong., Arnica mollis Hook., Arnica ovata Greene, Arnica parryi A.Gray, Artemisia furcata M.Bieb., Aruncus dioicus var. acuminatus (Douglas ex Hook.) Rydb. ex H.Hara, Asarum caudatum Lindl., Asplenium trichomanes L., Aster alpinus L., Astragalus agrestis Douglas ex G.Don, Athyrium filix-femina (L.) Roth, Balsamorhiza sagittata (Pursh) Nutt., Berberis aquifolium Pursh, Berberis nervosa Pursh, Bistorta bistortoides (Pursh) Small, Struthiopteris Scop., Boechera drummondii (A.Gray) A.Löve & D.Löve, Boechera lyallii (S.Watson) Dorn, Brewerimitella breweri (A.Gray) R.A.Folk & Y.Okuyama, Bromus carinatus Hook. & Arn., Bromus sitchensis Trin., Bromus vulgaris (Hook.) Shear, Calamagrostis canadensis (Michx.) P.Beauv., Calamagrostis purpurascens R.Br., Caltha leptosepala DC., Calypso bulbosa (L.) Oakes, Campanula scouleri Hook. ex A.DC., Canadanthus modestus (Lindl.) G.L.Nesom, Carex deweyana Schwein., Carex deweyana Schwein., Carex hoodii Boott)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4323893 records from 5400 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001500-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wfdrsj
title: Occurrence Download

description: A dataset containing 193 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hooveria purpurea (Brandegee) D.W.Taylor & D.J.Keil"
 ]
}

 The dataset includes 193 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005193-250525065834625/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.28447589
title: Data File 3 Fig 7a.csv

description: Underlying Data for Figure 7(a) in the paper "Micro-drilling hollow-core fiber using image processing for rotational alignment"
DOI: 10.6084/m9.figshare.28447589.v1
title: Data File 3 Fig 7a.csv

description: Underlying Data for Figure 7(a) in the paper "Micro-drilling hollow-core fiber using image processing for rotational alignment"
DOI: 10.6084/m9.figshare.28447592
title: Data File 6 Fig 13.csv

description: Underlying Data for Figure 13 in the paper "Micro-drilling hollow-core fiber using image processing for rotational alignment"
DOI: 10.6084/m9.figshare.28447592.v1
title: Data File 6 Fig 13.csv

description: Underlying Data for Figure 13 in the paper "Micro-drilling hollow-core fiber using image processing for rotational alignment"
DOI: 10.6084/m9.figshare.28447595
title: Data File 1 Fig 2a.csv

description: Underlying Data for Figure 2(a) in the paper "Micro-drilling hollow-core fiber using image processing for rotational alignment"
DOI: 10.6084/m9.figshare.28447598.v1
title: Data File 5 Fig 8.csv

description: Underlying Data for Figure 8 in the paper "Micro-drilling hollow-core fiber using image processing for rotational alignment"
DOI: 10.6084/m9.figshare.28447595.v1
title: Data File 1 Fig 2a.csv

description: Underlying Data for Figure 2(a) in the paper "Micro-drilling hollow-core fiber using image processing for rotational alignment"
DOI: 10.6084/m9.figshare.28447598
title: Data File 5 Fig 8.csv

description: Underlying Data for Figure 8 in the paper "Micro-drilling hollow-core fiber using image processing for rotational alignment"
DOI: 10.6084/m9.figshare.28447601
title: Data File 4 Fig 7b.csv

description: Underlying Data for Figure 7(b) in the paper "Micro-drilling hollow-core fiber using image processing for rotational alignment"