cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.dy9ujf
title: Occurrence Download

description: A dataset containing 35471 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Apodanthera palmeri, Ceanothus confusus, Daviesia costata, Heliotropium hirsutissimum, Pultenaea praecipua, Verbesina chihuahuensis, Verbesina microcarpa, Scilla andria, Scilla libanotica, Scilla bithynica, Vincetoxicum dionysiense, Austronea papillosa, Vincetoxicum stylesii, Ximenia parviflora, Calectasia cyanea, Asparagus albus, Daviesia apiculata, Linum flavum, Cymbocarpum alinihatii, Pilosella gudarica, Pilosella tardogaliciana, Euryops floribundus, Euryops glutinosus, Adiantum atroviride, Rafnia cuneifolia, Valeriana hebecarpa, Valeriana gracilipes, Valeriana densiflora, Wellstedia dinteri, Linum ramosissimum, Chaetanthera incana, Sonchus radicatus, Sonchus beltraniae, Pultenaea polifolia, Euryops marlothii, Euryops serra, Stoebe aethiopica, Rumfordia connata, Asparagus coodei, Asparagus fallax, Asparagus psilurus, Asparagus saundersiae, Linum boissieri, Rafnia retroflexa, Pultenaea rodwayi, Sarcochilus parviflorus, Strumaria gemmata, Scilla merinoi, Ceanothus roderickii, Collinsia antonina, Collinsia parryi, Hippocrepis castroviejoi, Onopordum macracanthum, Onopordum palaestinum, Onopordum syriacum, Onopordum caricum, Melampyrum velebiticum, Daviesia crenulata, Rafnia axillaris, Pultenaea furcata, Scilla kurdistanica, Echinochloa kimberleyensis, Templetonia ceracea, Haplorhus peruviana, Linum aethiopicum, Pilosella aranii, Pultenaea brachytropis, Euryops annae, Daviesia microphylla, Acanthopsis insueta, Euryops brachypodus, Commelina agrostophylla, Jasione orbiculata, Jasione laevis, Pilosella terminalis, Tordylium pustulosum, Valeriana leucophaea, Valeriana stricta, Ceanothus hearstiorum, Linum viscosum, Acanthopsis erosa, Actinotus repens, Chaetanthera elegans, Euryops ursinoides, Cratystylis subspinescens, Verbesina erosa, Verbesina fastigiata, Linum brevistylum, Linum virgultorum, Valeriana virescens, Melampyrum barbatum, Pultenaea muelleri, Pultenaea mucronata, Pultenaea rostrata, Pultenaea subspicata, Pultenaea penna, Pultenaea villosa, Hippocrepis cyclocarpa, Hippocrepis prostrata, Daviesia flexuosa)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 35471 records from 507 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019052-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c76br9
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Primulina bipinnatifida zhoui"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019053-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7y7r7m
title: Occurrence Download

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

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019054-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.659tmf
title: Occurrence Download

description: A dataset containing 4585 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Centrolenidae"
 ]
}

 The dataset includes 4585 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019055-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17518830
title: MicroRAG: A Hybrid Language Model Retrieval-Augmented by Reference-Based Algorithms for Metagenomic contig Classification

description: The genomic datasets used for training, along with the taxonomy reference data for MicroRAG.
DOI: 10.5281/zenodo.17518831
title: MicroRAG: A Hybrid Language Model Retrieval-Augmented by Reference-Based Algorithms for Metagenomic contig Classification

description: The genomic datasets used for training, along with the taxonomy reference data for MicroRAG.
DOI: 10.15468/dl.f7yzm6
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Primulina purpurea"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019056-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.39y4r7
title: Occurrence Download

description: A dataset listing the 421 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((30.23071 -29.89836,30.22373 -29.8886,30.21068 -29.8791,30.19481 -29.87379,30.17782 -29.87325,30.15671 -29.87563,30.13996 -29.88013,30.12589 -29.88924,30.11612 -29.90192,30.11176 -29.91671,30.11332 -29.93192,30.11678 -29.94327,30.12508 -29.95837,30.13149 -29.96537,30.14399 -29.97368,30.15879 -29.97833,30.17983 -29.98313,30.19655 -29.98244,30.21213 -29.97713,30.22401 -29.96877,30.23323 -29.95914,30.24127 -29.94705,30.24468 -29.93339,30.24311 -29.91948,30.23673 -29.90666,30.23071 -29.89836))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 421 records were derived from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019046-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17538691
title: Data for "Resonant dynamics of spin cluster in a periodically driven one-dimensional Rydberg lattice"
DOI: 10.5281/zenodo.17538690
title: Data for "Resonant dynamics of spin cluster in a periodically driven one-dimensional Rydberg lattice"
DOI: 10.15468/dl.nchbjn
title: Occurrence Download

description: A dataset containing 139297 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Myoporum bateae, Daviesia decurrens, Daviesia uniflora, Linum adenophyllum, Linum drymarioides, Pilosella visianii, Adenanthos filifolius, Cucumis rigidus, Heliotropium arbainense, Dahlia sherffii, Commelina standleyi, Linum seljukorum, Linum densiflorum, Petalidium lucens, Adiantum formosum, Rafnia affinis, Valeriana cornucopiae, Scilla villosa, Scilla bifolia, Ceanothus lemmonii, Heliotropium linariifolium, Linum narbonense, Linum silpii, Chaetanthera villosa, Sonchus capillaris, Sonchus maritimus, Sonchus wilmsii, Euryops petraeus, Rumfordia floribunda, Eriochilus dilatatus, Asparagus glaucus, Valeriana californica, Melampyrum variegatum, Pultenaea rigida, Scilla cydonia, Hippocrepis balearica, Daviesia corymbosa, Sonchus rotundilobus, Verbesina montanoifolia, Scilla lakusicii, Argylia bifrons, Picea breweriana, Bellardiochloa doganiana, Bergia polyantha, Jaborosa caulescens, Nymphoides disperma, Ximenia pubescens, Myoporum insulare, Mirabilis exserta, Pultenaea arida, Adiantum philippense, Daviesia oxyclada, Daviesia purpurascens, Daviesia spiralis, Heliotropium aegyptiacum, Pilosella faurei, Pilosella niveogaliciana, Pilosella pseudogalliciana, Malacothrix fendleri, Malacothrix floccifera, Euryops anthemoides, Anderbergia elsiae, Chamarea longipedicellata, Cucumis myriocarpus, Daviesia reclinata, Onopordum caulescens, Jasione foliosa, Gaudinia hispanica, Linum macraei, Acrostichum speciosum, Pilosella parvula, Valeriana gesneri, Ceanothus dentatus, Linum tenuifolium, Sonchus briquetianus, Sonchus gandogeri, Sonchus leptocephalus, Euryops ciliatus, Eulychnia breviflora, Eatonella nivea, Trichostema oblongum, Asparagus juniperoides, Asparagus oxyacanthus, Calectasia elegans, Linum cariense, Linum caespitosum, Valeriana bridgesii, Valeriana bolkarica, Valeriana occidentalis, Melampyrum elatius, Pultenaea divaricata, Pultenaea gunnii, Pultenaea setulosa, Pultenaea weindorferi, Pultenaea viscosa, Ceanothus verrucosus, Cromidon varicalyx, Hippocrepis constricta, Hippocrepis tavera-mendozae)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 139297 records from 1192 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019040-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cmqwgt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Canis familiaris"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032077-260208012135463/datasets/export for details.
DOI: 10.15468/dl.j4rdz3
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Astroblepus verai",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 38 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032162-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14900456
title: Roman Rosdolsky Papers
DOI: 10.15468/dl.t4bjw8
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paramaka",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 76 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032163-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12580170
title: DATASET Acoustic recordings at 300 m in Moorea Island (French Polynesia)

description: Local time was used (UTC-10).

SNAP recorder (16 bit, + 2 dB) with HTI-96 hydrophone (ca. −170 dB re 1 V sensitivity).

For details, see https://doi.org/10.1016/j.dsr.2025.104548
DOI: 10.5281/zenodo.12580169
title: DATASET Acoustic recordings at 300 m in Moorea Island (French Polynesia)

description: Local time was used (UTC-10).

SNAP recorder (16 bit, + 2 dB) with HTI-96 hydrophone (ca. −170 dB re 1 V sensitivity).

For details, see https://doi.org/10.1016/j.dsr.2025.104548
DOI: 10.15468/dl.8c5yat
title: Occurrence Download

description: A dataset listing the 9210 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-180 10,180 10,180 30,-180 30,-180 10))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Mammalia"
 ]
}

 The dataset's 9210 records were derived from 1149 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032128-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kwzwfw
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gephyrocharax caucanus",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 39 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032165-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mfcx4z
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parodon caliensis",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 40 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032166-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18713784
title: MAKTABGACHA TA'LIMDA RAQAMLI TEXNOLOGIYALARDAN FOYDALANISHNING PEDAGOGIK SAMARADORLIGI

description: Maqola maktabgacha ta’lim tashkilotlarida raqamli texnologiyalarni interaktiv planshet dasturlari multimedia resurslari o‘yinlashtirilgan ilovalar audiokitoblar va virtual elementlar qo‘llashning pedagogik samaradorligini o‘rganadi. Mavzuning dolzarbligi Ilk qadam davlat o‘quv dasturi doirasida raqamli transformatsiya jarayonlari bolalarning nutqiy kognitiv va ijtimoiy-emotsional rivojlanishidagi o‘zgarishlar bilan bog‘liq. Tadqiqot natijalari shuni ko‘rsatadiki to‘g‘ri tanlangan va muvozanatli qo‘llanilgan raqamli vositalar bolalarning diqqatini uzoqroq ushlab turish so‘z boyligini oshirish mantiqiy fikrlash va ijodkorlikni rivojlantirishda 20–45% ga ijobiy ta’sir ko‘rsatadi. Biroq ortiqcha ekran vaqti va pedagoglarning yetarli tayyorgarligi yo‘qligi salbiy oqibatlarga olib kelishi mumkin. Maqola O‘zbekiston va xalqaro tajribalarni solishtirib amaliy tavsiyalar beradi.
DOI: 10.5281/zenodo.18713785
title: MAKTABGACHA TA'LIMDA RAQAMLI TEXNOLOGIYALARDAN FOYDALANISHNING PEDAGOGIK SAMARADORLIGI

description: Maqola maktabgacha ta’lim tashkilotlarida raqamli texnologiyalarni interaktiv planshet dasturlari multimedia resurslari o‘yinlashtirilgan ilovalar audiokitoblar va virtual elementlar qo‘llashning pedagogik samaradorligini o‘rganadi. Mavzuning dolzarbligi Ilk qadam davlat o‘quv dasturi doirasida raqamli transformatsiya jarayonlari bolalarning nutqiy kognitiv va ijtimoiy-emotsional rivojlanishidagi o‘zgarishlar bilan bog‘liq. Tadqiqot natijalari shuni ko‘rsatadiki to‘g‘ri tanlangan va muvozanatli qo‘llanilgan raqamli vositalar bolalarning diqqatini uzoqroq ushlab turish so‘z boyligini oshirish mantiqiy fikrlash va ijodkorlikni rivojlantirishda 20–45% ga ijobiy ta’sir ko‘rsatadi. Biroq ortiqcha ekran vaqti va pedagoglarning yetarli tayyorgarligi yo‘qligi salbiy oqibatlarga olib kelishi mumkin. Maqola O‘zbekiston va xalqaro tajribalarni solishtirib amaliy tavsiyalar beradi.
DOI: 10.15468/dl.w3ayr3
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acestrocephalus anomalus",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 43 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032167-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m9qfk5
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rivudiva amazona",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032169-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ts8bvt
title: Occurrence Download

description: A dataset containing 17195 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Lyssavirus"
 ]
}

 The dataset includes 17195 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032168-260208012135463/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.31049875
title: The influence of home modifications on falls in community-dwelling older adults: A systematic review

description: To reduce fall risk in the homes of community-dwelling older adults, various home modifications (e.g. grab bars, handrails, raised toilets) are recommended. These home modifications might enable older adults to remain independent and are purported to reduce falls. The combined and independent impact on falls is poorly constructed. The objective of this review was to understand the independent and combined influence of the type and location of home modifications on fall-related outcomes in community-dwelling older adults. Three databases (Web of Science, CINAHL, Medline) were searched to identify relevant randomized controlled trials. Studies were synthesized in a narrative (descriptive) results summary grouped by fall outcome, and categorized according to the specific home modifications. Of the 209 studies evaluated, nine met inclusion criteria and were from four different countries. The most common home modifications made were grab bar and handrail implementation. The results suggest that secure rails reduce the number of fallers and fall rates among community-dwelling older adults and implementing a combination of home modifications might reduce the number of fallers or cause no change. Future studies should develop strategies to improve intervention adherence and use a combination of technologies in a randomized control study design.
DOI: 10.6084/m9.figshare.31049875.v1
title: The influence of home modifications on falls in community-dwelling older adults: A systematic review

description: To reduce fall risk in the homes of community-dwelling older adults, various home modifications (e.g. grab bars, handrails, raised toilets) are recommended. These home modifications might enable older adults to remain independent and are purported to reduce falls. The combined and independent impact on falls is poorly constructed. The objective of this review was to understand the independent and combined influence of the type and location of home modifications on fall-related outcomes in community-dwelling older adults. Three databases (Web of Science, CINAHL, Medline) were searched to identify relevant randomized controlled trials. Studies were synthesized in a narrative (descriptive) results summary grouped by fall outcome, and categorized according to the specific home modifications. Of the 209 studies evaluated, nine met inclusion criteria and were from four different countries. The most common home modifications made were grab bar and handrail implementation. The results suggest that secure rails reduce the number of fallers and fall rates among community-dwelling older adults and implementing a combination of home modifications might reduce the number of fallers or cause no change. Future studies should develop strategies to improve intervention adherence and use a combination of technologies in a randomized control study design.
DOI: 10.6084/m9.figshare.30466176
title: Effectiveness and acceptance of assistive technologies for people with tetraplegia: A systematic review

description: Individuals with tetraplegia rely on assistive devices to perform Activities of Daily Living (ADLs) and enhance independence. This review evaluates their effectiveness and user acceptance for supporting independence. A systematic literature search was conducted across seven databases from September 2004–2024 (PROSPERO: CRD42022370351). Studies evaluating assistive devices in experimental or real-world settings with individuals with tetraplegia that reported performance (task achievement) and perception (user experience) outcomes were included. Risk of bias was assessed with the Downs and Black checklist modified for nonintervention studies. From 1,670 initial records, 34 articles met inclusion criteria, involving 366 participants. Robotic arms, wearable exoskeletons, computer interfaces, powered wheelchairs, and functional electrical stimulation systems demonstrated varying effectiveness. Performance outcomes were often task-specific, and perception depended on ease of use, comfort, and adaptability. Few studies measured impact on quality of life or long-term adoption. Invasive technologies showed promising results but faced adoption barriers related to complexity and aesthetics. Heterogeneity prevented meta-analysis. While some assistive technologies improve independence, better usability and customization are needed for wider adoption. Technologies must offer substantial improvements to justify adaptation efforts. Reporting should be clearer and more standardized to facilitate comparison. Demographic biases (overrepresentation of spinal cord injury, global north, and males) limited generalizability.
DOI: 10.6084/m9.figshare.30466176.v1
title: Effectiveness and acceptance of assistive technologies for people with tetraplegia: A systematic review

description: Individuals with tetraplegia rely on assistive devices to perform Activities of Daily Living (ADLs) and enhance independence. This review evaluates their effectiveness and user acceptance for supporting independence. A systematic literature search was conducted across seven databases from September 2004–2024 (PROSPERO: CRD42022370351). Studies evaluating assistive devices in experimental or real-world settings with individuals with tetraplegia that reported performance (task achievement) and perception (user experience) outcomes were included. Risk of bias was assessed with the Downs and Black checklist modified for nonintervention studies. From 1,670 initial records, 34 articles met inclusion criteria, involving 366 participants. Robotic arms, wearable exoskeletons, computer interfaces, powered wheelchairs, and functional electrical stimulation systems demonstrated varying effectiveness. Performance outcomes were often task-specific, and perception depended on ease of use, comfort, and adaptability. Few studies measured impact on quality of life or long-term adoption. Invasive technologies showed promising results but faced adoption barriers related to complexity and aesthetics. Heterogeneity prevented meta-analysis. While some assistive technologies improve independence, better usability and customization are needed for wider adoption. Technologies must offer substantial improvements to justify adaptation efforts. Reporting should be clearer and more standardized to facilitate comparison. Demographic biases (overrepresentation of spinal cord injury, global north, and males) limited generalizability.
DOI: 10.5281/zenodo.18713641
title: Higher-Dimensional Information Lattice: Quantum State Characterization through Inclusion-Exclusion Local Information

description: Datasets and minimal example for "Higher-Dimensional Information Lattice: Quantum State Characterization through Inclusion-Exclusion Local Information".
DOI: 10.15468/dl.upc7zt
title: Occurrence Download

description: A dataset containing 11265 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Panthera leo melanochaita"
 ]
}

 The dataset includes 11265 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032170-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.