cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30100804
title: Antiviral defense systems drive persistence but limit the transfer of antimicrobial resistance genes in anaerobic digestion

description: Phage-bacteria interactions critically shape antimicrobial resistance (AMR) dynamics in environmental reservoirs, yet their ecological roles remain poorly understood. Using swine manure anaerobic digestion as a model system, we integrated short- and long-read metagenomics, meta-transcriptomics, and high-throughput chromosome conformation capture (Hi–C) data to investigate how the phage-bacteria arm race impacted the transfer of antimicrobial resistance genes (ARGs). We identified 6,210 viral OTUs, of which 26 vOTUs carried ARGs, with Hi-C and historical infections revealing 45 transduction events but 1,524 ARB lytic events (57.7% of infections); notably, vOTUs driving lysis exhibited significantly higher abundance than those carrying ARGs or involved in transduction (p &lt; 0.001), with no expression of phage-borne ARGs, challenging their role as ARG vectors. Antiviral defense systems (ADS), widely present in antimicrobial-resistant bacteria (ARB) (4.5 per genome) and actively expressed, exhibited a dual role: CRISPR-Cas spacer-based immune networks showed expressed spacers protecting ARBs from lysis, while spacers targeting ARG-carrying contigs suppressed HGT, as confirmed by conjugation assays with developed antiviral defense strains. Our findings elucidate the dual nature of ADS caused by phage-bacteria arm race in AMR dynamics, and offer a framework to harness phage lysis and ADS for global AMR mitigation across environmental systems.
DOI: 10.6084/m9.figshare.30100804.v1
title: Antiviral defense systems drive persistence but limit the transfer of antimicrobial resistance genes in anaerobic digestion

description: Phage-bacteria interactions critically shape antimicrobial resistance (AMR) dynamics in environmental reservoirs, yet their ecological roles remain poorly understood. Using swine manure anaerobic digestion as a model system, we integrated short- and long-read metagenomics, meta-transcriptomics, and high-throughput chromosome conformation capture (Hi–C) data to investigate how the phage-bacteria arm race impacted the transfer of antimicrobial resistance genes (ARGs). We identified 6,210 viral OTUs, of which 26 vOTUs carried ARGs, with Hi-C and historical infections revealing 45 transduction events but 1,524 ARB lytic events (57.7% of infections); notably, vOTUs driving lysis exhibited significantly higher abundance than those carrying ARGs or involved in transduction (p &lt; 0.001), with no expression of phage-borne ARGs, challenging their role as ARG vectors. Antiviral defense systems (ADS), widely present in antimicrobial-resistant bacteria (ARB) (4.5 per genome) and actively expressed, exhibited a dual role: CRISPR-Cas spacer-based immune networks showed expressed spacers protecting ARBs from lysis, while spacers targeting ARG-carrying contigs suppressed HGT, as confirmed by conjugation assays with developed antiviral defense strains. Our findings elucidate the dual nature of ADS caused by phage-bacteria arm race in AMR dynamics, and offer a framework to harness phage lysis and ADS for global AMR mitigation across environmental systems.
DOI: 10.15468/dl.25fq36
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Romania",
 "OccurrenceStatus is Present",
 "TaxonKey is Lolium multiflorum"
 ]
}

 The dataset includes 21 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058591-250827131500795/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.29885930.v50
title: Logic 14 pdf 13/09/2025

description: Logic innovation
DOI: 10.6084/m9.figshare.29885930.v49
title: Logic 14 pdf NEW

description: Logic innovation
DOI: 10.15468/dl.b8rj5d
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Romania",
 "OccurrenceStatus is Present",
 "TaxonKey is Panicum dichotomiflorum"
 ]
}

 The dataset includes 21 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058592-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.phdtyd
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Romania",
 "OccurrenceStatus is Present",
 "TaxonKey is Allium schoenoprasum"
 ]
}

 The dataset includes 28 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058593-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dkevz9
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Austrochlamys natans",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058594-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gq753f
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carcinops pumilio",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 28 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058595-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qpmsqj
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carcinops pumilio",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 138 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058596-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17103699
title: The raw hailstone growth trajectory for Global hailstone under historical and future scenarios (Part 2)

description: The hail growth dataset contains four primary variables: (i) rr_traj, representing the evolution of hail radius (in meters, denoting radius); (ii) tt_traj, denoting hail growth time, which should be multiplied by 0.5; (iii) xx_traj, describing the hail trajectory along the x-axis (approximately the zonal direction); and (iv) yy_traj, describing the hail trajectory along the y-axis (approximately the meridional direction). In addition, the dataset includes three auxiliary parameters: h_int, indicating the initial height of hailstones; r_int, the initial growth radius; and w_perc, a parameter determining the initial location, with larger values indicating positions closer to the convective core.

The hail growth trajectory dataset is restricted to severe hail events with maximum updraft speeds greater than 5 m s⁻¹, and consequently, the number of events differs among scenarios.

Because the original data are very large, they have been compressed. For Windows systems, two rounds of decompression are required (using software such as Bandizip or 7-Zip). For Linux systems, the files can be extracted with the command tar -xJvf filename.tar.xz.

Owing to storage constraints on the repository, the dataset has been divided into two parts. The second part contains hail growth trajectories corresponding to the SSP3-70 and SSP585 scenarios.
DOI: 10.15468/dl.kjttna
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carcinops pumilio",
 "Country is Latvia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058597-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17112345
title: Research on triaxial tests of grout-improved mixed construction waste-filled soil
DOI: 10.5281/zenodo.17112346
title: Research on triaxial tests of grout-improved mixed construction waste-filled soil
DOI: 10.15468/dl.yvpmsv
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Romania",
 "OccurrenceStatus is Present",
 "TaxonKey is Hemerocallis lilioasphodelus"
 ]
}

 The dataset includes 28 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058599-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e5cr2q
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bractechlamys corallinoides",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 23 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058600-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17112370
title: Advertising Design's Influence on Consumer Behavior

description: Literature Review

The effectiveness of advertising design is supported by various theories. Visual communication theory indicates that clear and attractive design elements can effectively enhance the efficiency of information transmission (Muehling & Sprott, 2004). Color psychology shows that different colors can evoke different emotional responses in consumers, for example, red can stimulate purchase desire, while blue can make consumers feel trustworthy (Sicilia et al., 2006). Moreover, creative strategies are crucial in attracting the target audience, and creative advertisements can improve consumers' attention and memory. Numerous studies have confirmed that good design style and color matching not only enhance brand image but also significantly promote consumers' purchase intention (Ruiz & Sicilia, 2004
DOI: 10.5281/zenodo.17112371
title: Advertising Design's Influence on Consumer Behavior

description: Literature Review

The effectiveness of advertising design is supported by various theories. Visual communication theory indicates that clear and attractive design elements can effectively enhance the efficiency of information transmission (Muehling & Sprott, 2004). Color psychology shows that different colors can evoke different emotional responses in consumers, for example, red can stimulate purchase desire, while blue can make consumers feel trustworthy (Sicilia et al., 2006). Moreover, creative strategies are crucial in attracting the target audience, and creative advertisements can improve consumers' attention and memory. Numerous studies have confirmed that good design style and color matching not only enhance brand image but also significantly promote consumers' purchase intention (Ruiz & Sicilia, 2004
DOI: 10.15468/dl.7eusgw
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Romania",
 "OccurrenceStatus is Present",
 "TaxonKey is Cenchrus longispinus"
 ]
}

 The dataset includes 30 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058601-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2jmr23
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Romania",
 "OccurrenceStatus is Present",
 "TaxonKey is Paspalum distichum"
 ]
}

 The dataset includes 48 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058602-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2bmpsd
title: Occurrence Download

description: A dataset containing 95624 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Viet Nam",
 "License is one of (CC-BY 4.0, CC-BY-NC 4.0)",
 "MediaType is Image",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 95624 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058504-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.89tqsw
title: Occurrence Download

description: A dataset containing 2000111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is one of (Africa, Asia, Europe)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Continent derived from coordinates, Country derived from coordinates, Occurrence status inferred from individual count)",
 "OccurrenceStatus is Present",
 "TaxonKey is Emberiza citrinella",
 "Year 1965-2024"
 ]
}

 The dataset includes 2000111 records from 3278 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058549-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rb9xcn
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heptapleurum oblongifolium (Merr.) G.M.Plunkett & Lowry"
 ]
}

 The dataset includes 25 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018050-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hnq9xc
title: Occurrence Download

description: A dataset containing 4343 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Zostera marina L., Zostera noltii Hornem.)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 },
 "Geometry POLYGON ((-12.59882 53, 3.499386 53, 3.499386 61.5924, -12.59882 61.5924, -12.59882 53))"
 ]
}

 The dataset includes 4343 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022916-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dgf9pd
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aechmea servitensis André"
 ]
}

 The dataset includes 60 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016415-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6vfmzq
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chondrilla macrocarpa Leonova"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082544-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k7xqpq
title: Occurrence Download

description: A dataset containing 151 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "DatasetKey is Données Faune Base SIRFF - FNE Centre-Val de Loire - Système d’Information Régional sur la Faune et la Flore - FNE Centre-Val de Loire - Données 2015",
 "Geometry POLYGON((1.85673 47.76864,2.02195 47.76864,2.02195 47.87557,1.85673 47.87557,1.85673 47.76864))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 2013-2023"
 ]
}

 The dataset includes 151 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022911-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gaisck
title: Occurrence Download

description: A dataset containing 1151 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ceratopteris thalictroides (L.) Brongn.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1151 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016418-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.swa4vs
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium hispanobifidum Mateo"
 ]
}

 The dataset includes 37 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022205-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dxt5w2
title: Occurrence Download

description: A dataset containing 508 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Rasgos funcionales de plantas leñosas nativas y exóticas en áreas verdes de Bogotá, Colombia"
 ]
}

 The dataset includes 508 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025436-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ipusol
title: Occurrence Download

description: A dataset containing 3165 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 {
 "or" : [
 "TaxonKey is Crepis granatensis (Willk.) Blanca & Cueto",
 "TaxonKey is Crepis novoana S.Ortiz, X.Soñora & Rodr.Oubiña",
 "TaxonKey is Culcita macrocarpa C.Presl",
 "TaxonKey is Cymbalaria fragilis (Rodr.) A.Chev.",
 "TaxonKey is Cymodocea nodosa (Ucria) Asch.",
 "TaxonKey is Cypripedium calceolus L.",
 "TaxonKey is Cytisus insularis S.Ortiz & Pulgar",
 "TaxonKey is Cytisus virgatus (Aiton) Vuk.",
 "TaxonKey is Dactylis metlesicsii P.Schönfelder & D.Ludw.",
 "TaxonKey is Dactylis smithii Link",
 "TaxonKey is Dactylis smithii Link",
 "TaxonKey is Dactylis smithii subsp. hylodes P.F.Parker",
 "TaxonKey is Dactylorhiza insularis (Sommier) Ó.Sánchez & Herrero",
 "TaxonKey is Dactylorhiza markusii (Tineo) H.Baumann & Künkele",
 "TaxonKey is Daveaua anthemoides Mariz",
 "TaxonKey is Delphinium bolosii C.Blanché & Molero",
 "TaxonKey is Delphinium fissum subsp. sordidum (Cuatrec.) Amich, E.Rico & J.Sánchez",
 "TaxonKey is Delphinium pentagynum subsp. formenteranum N.Torres, L.Sáez, Rosselló & C.Blanché",
 "TaxonKey is Dendriopoterium pulidoi Svent.",
 "TaxonKey is Deschampsia setacea (Huds.) Hack.",
 "TaxonKey is Descurainia artemisioides Svent.",
 "TaxonKey is Dianthus inoxianus Gallego",
 "TaxonKey is Dianthus toletanus Boiss. & Reut.",
 "TaxonKey is 106102643",
 "TaxonKey is Diplotaxis siettiana Maire",
 "TaxonKey is Dorycnium broussonetii (Choisy ex Ser.) Webb & Berthel.",
 "TaxonKey is Dorycnium spectabile (Choisy ex Ser.) Webb & Berthel.",
 "TaxonKey is Draba hispanica subsp. lebrunii P.Monts.",
 "TaxonKey is Draba incana L.",
 "TaxonKey is Dracaena draco (L.) L.",
 "TaxonKey is Dracaena tamaranae Marrero Rodr., R.S.Almeira & M.Gonzáles-Martin",
 "TaxonKey is Dracocephalum austriacum L.",
 "TaxonKey is Dryopteris tyrrhena Fraser-Jenk. & Reichst.",
 "TaxonKey is Echinospartum algibicum Talavera & Aparicio",
 "TaxonKey is Echium acanthocarpum Svent.",
 "TaxonKey is Echium callithyrsum Webb ex Bolle",
 "TaxonKey is Echium decaisnei subsp. purpuriense Bramwell",
 "TaxonKey is Echium handiense Svent.",
 "TaxonKey is Echium onosmifolium subsp. spectabile G.Kunkel",
 "TaxonKey is Echium saetabense Peris, Figuerola & Stübing"
 ]
 }
 ]
}

 The dataset includes 3165 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016418-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.936e9w
title: Occurrence Download

description: A dataset containing 9431316 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Torilis arvensis (Huds.) Link, Torilis japonica (Houtt.) DC., Toxicodendron radicans (L.) Kuntze, Tradescantia fluminensis Vell., Tradescantia spathacea Sw., Tragopogon dubius Scop., Tragopogon lamottei Rouy, Trapa natans L., Triadica sebifera (L.) Small, Tribolium obliterum (Hemsl.) Renvoize, Tribulus cistoides L., Tribulus terrestris L., Tridax procumbens L., Trifolium aureum Pollich, Trifolium campestre Schreb., Trifolium dubium Sibth., Trifolium hirtum All., Trifolium hybridum L., Trifolium pratense L., Trifolium repens L., Tripleurospermum inodorum (L.) Sch.-Bip, Triumfetta semitriloba Jacq., Tussilago farfara L., Typha angustifolia L., Typha latifolia L., Typha ×glauca Godr., Ulex europaeus L., Ulmus parvifolia Jacq., Urena lobata L., Urochloa mutica (Forssk.) T.Q.Nguyen, Urochloa panicoides P.Beauv., Urtica dioica L., Vachellia nilotica (L.) P.J.H.Hurter & Mabb., Valeriana officinalis L., Verbascum blattaria L., Verbascum thapsus L., Verbena bonariensis L., Verbena brasiliensis Vell., Verbena litoralis Kunth, Vernicia fordii (Hemsl.) Airy Shaw, Veronica arvensis L., Veronica beccabunga L., Veronica hederifolia L., Veronica serpyllifolia L., Viburnum dilatatum Thunb., Viburnum plicatum Thunb., Viburnum sieboldii Miq., Vicia cracca L., Vicia sativa L., Vicia villosa Roth, Vinca major L., Vinca minor L., Vincetoxicum nigrum (L.) Moench, Viola tricolor L., Vitex agnus-castus L., Vitex rotundifolia L.f., Vitex trifolia L., Festuca myuros L., Washingtonia robusta H.Wendl., Wisteria floribunda (Willd.) DC., Xanthium strumarium L., Xanthosoma sagittifolium (L.) Schott, Youngia japonica (L.) DC., Zantedeschia aethiopica (L.) Spreng., Zygophyllum fabago L.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9431316 records from 5355 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025442-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.