cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30952745
title: <b>Chromosome-level genome assembly and annotation files of</b> <b><i>Saussurea hypsipeta </i></b><b>Diels</b>

description: This dataset contains the chromosome-level genome assembly and corresponding annotation files for Saussurea hypsipeta Diels, a key alpine species endemic to the Qinghai–Tibet Plateau. Fresh leaf tissue was collected at 3,749.9 m in the Qilian Mountain Spur (E101°23', N37°20') in the northeastern part of the Qinghai-Tibet Plateau. Genomic DNA was extracted using a CTAB–PEG protocol and sequenced with Illumina short-read, PacBio HiFi long-read and Hi-C libraries. The final assembly spans 3.18 Gb, with a contig N50 of 4.33 Mb and scaffold N50 of 182.60 Mb; BUSCO analysis recovered 97.46 % of complete orthologs. Repetitive elements constitute 87.15 % of the genome, and 41,655 protein-coding genes were predicted and functionally annotated. The data package includes:Sahy.genome.fa – chromosome-level assemblySahy.cds.zip – coding sequencesSahy.gene.zip – gene model (gff3)Sahy.pep.zip – protein sequencesSahy.genome.repeat.TRF.zip – repeat sequences (gff3)Sahy.merged.ncRNA.zip – ncRNA (gff3)<br>Raw reads have been deposited in NCBI BioProject PRJNA1293189. These resources facilitate comparative and evolutionary genomics of high-altitude plants.<br>
DOI: 10.6084/m9.figshare.30952745.v3
title: <b>Chromosome-level genome assembly and annotation files of</b> <b><i>Saussurea hypsipeta </i></b><b>Diels</b>

description: This dataset contains the chromosome-level genome assembly and corresponding annotation files for Saussurea hypsipeta Diels, a key alpine species endemic to the Qinghai–Tibet Plateau. Fresh leaf tissue was collected at 3,749.9 m in the Qilian Mountain Spur (E101°23', N37°20') in the northeastern part of the Qinghai-Tibet Plateau. Genomic DNA was extracted using a CTAB–PEG protocol and sequenced with Illumina short-read, PacBio HiFi long-read and Hi-C libraries. The final assembly spans 3.18 Gb, with a contig N50 of 4.33 Mb and scaffold N50 of 182.60 Mb; BUSCO analysis recovered 97.46 % of complete orthologs. Repetitive elements constitute 87.15 % of the genome, and 41,655 protein-coding genes were predicted and functionally annotated. The data package includes:Sahy.genome.fa – chromosome-level assemblySahy.cds.zip – coding sequencesSahy.gene.zip – gene model (gff3)Sahy.pep.zip – protein sequencesSahy.genome.repeat.TRF.zip – repeat sequences (gff3)Sahy.merged.ncRNA.zip – ncRNA (gff3)<br>Raw reads have been deposited in NCBI BioProject PRJNA1293189. These resources facilitate comparative and evolutionary genomics of high-altitude plants.<br>
DOI: 10.6084/m9.figshare.30952745.v2
title: <b>Chromosome-level genome assembly and annotation files of</b> <b><i>Saussurea hypsipeta </i></b><b>Diels</b>

description: This dataset contains the chromosome-level genome assembly and corresponding annotation files for Saussurea hypsipeta Diels, a key alpine species endemic to the Qinghai–Tibet Plateau. Fresh leaf tissue was collected at 3,749.9 m in the Qilian Mountain Spur (E101°23', N37°20') in the northeastern part of the Qinghai-Tibet Plateau. Genomic DNA was extracted using a CTAB–PEG protocol and sequenced with Illumina short-read, PacBio HiFi long-read and Hi-C libraries. The final assembly spans 3.18 Gb, with a contig N50 of 4.33 Mb and scaffold N50 of 182.60 Mb; BUSCO analysis recovered 97.46 % of complete orthologs. Repetitive elements constitute 87.15 % of the genome, and 41,655 protein-coding genes were predicted and functionally annotated. The data package includes:Sahy.genome.fa – chromosome-level assemblySahy.cds.zip – coding sequencesSahy.gene.zip – gene model (GFF3)Sahy.pep.zip – protein sequences<br>Raw reads have been deposited in NCBI BioProject PRJNA1293189. These resources facilitate comparative and evolutionary genomics of high-altitude plants.
DOI: 10.15468/dl.q78b5a
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyphocharax laticlavius",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 17 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007127-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18603689
title: origanum_elongatum_spades_01.fasta.gz
DOI: 10.5281/zenodo.18603690
title: origanum_elongatum_spades_01.fasta.gz
DOI: 10.34740/kaggle/dsv/14801836
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.ph43kk
title: Occurrence Download

description: A dataset containing 15571 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Humulus scandens",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 15571 records from 256 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007130-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ey3sw4
title: Occurrence Download

description: A dataset containing 965 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 Atriplex leucophylla"
 ]
}

 The dataset includes 965 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007132-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2sz932
title: Occurrence Download

description: A dataset containing 3577 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= 72.77152049497572
 AND decimallatitude &lt;= 79.58564306880243
 AND decimallongitude &gt;= -119.26505285896577
 AND decimallongitude &lt;= -75.59966890227601
 AND GBIF_Within('POLYGON ((-75.599669 72.771520, -75.599669 79.585643, -119.265053 79.585643, -119.265053 72.771520, -75.599669 72.771520))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 3577 records were derived from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007124-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e245049
title: Department of Nursing Sciences, PAMO University of Medical Sciences, Portharcourt 2026/2027 [07076026905][07017689160] Admission Form is OUT.

description: Department of Nursing Sciences, PAMO University of Medical Sciences, Portharcourt 2026/2027 [07076026905][07017689160] Admission Form is OUT. Call DR.MRS. FAITH A.A on[07076026905][07017689160]For More Details On How to Buy The Form and register Online. Also Post Basic Nursing Form, General Nursing Form, Psychiatric Nursing Form And Basic Nursing And Basic Midwifery Form Are Still Ongoing Contact Us On [07076026905][07017689160] for Enquiry on how to get the forms and register before the deadline..<br>Application Fee: ₦25,500 (Non-refundable)<br>Requirements:How to Apply<br>Applicants MUST possess at least, credit level passes in Five (5) subjects in SSCE/GCE O’ level or NECO in not more than two(2) sittings.<br>The subjects passed MUST include English Language, Mathematics, Physics, Chemistry & Biology at least, credit levels.<br>Applicants MUST be indigence from the 6 Geo-Political Zone in Nigeria :<br>METHOD OF APPLICATION To bring about ease and simplicity to our application process, we have made provisions for two methods of application that can be carried out in the comfort of your home. CALL THE ADMISSION OFFICE VIA [07076026905][07017689160] FOR GUIDELINES<br>
DOI: 10.15468/dl.pnwfpr
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clinanthus coccineus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007133-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9by3zr
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyphocharax mestomyllon",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 26 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007135-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.28ceeq
title: Occurrence Download

description: A dataset containing 3598 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hydrangea febrifuga",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 3598 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007137-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ykkkrk
title: Occurrence Download

description: A dataset containing 1663 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 Atriplex limbata"
 ]
}

 The dataset includes 1663 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007139-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yek5zu
title: Occurrence Download

description: A dataset containing 141580 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammalia",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is 2021",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Country is United Kingdom of Great Britain and Northern Ireland",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 141580 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007108-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18603706
title: phyllodesmium_colemani_spades_02.fasta.gz
DOI: 10.5281/zenodo.18603707
title: phyllodesmium_colemani_spades_02.fasta.gz
DOI: 10.15468/dl.quavjz
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clinanthus incarnatus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007141-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cnqpdq
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyphocharax muyrakytan",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 12 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007143-260208012135463/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.30594500.v1
title: TMC-Llama_dataset

description: Data for TMC-Llama models, including:Transition metal complex (TMC) data with their TMC-SMILES strings for publication figuresTMC-SMILES dataset to fine-tune TMC-Llama (FineTuning_TMC_SMILES.csv) and supervised fine-tuning json (.jsonl)Model weights for TMC-Llama by PyTorch (pytorch_model.bin and related .json files)
DOI: 10.6084/m9.figshare.30594500
title: TMC-Llama_dataset

description: Data for TMC-Llama models, including:Transition metal complex (TMC) data with their TMC-SMILES strings for publication figuresTMC-SMILES dataset to fine-tune TMC-Llama (FineTuning_TMC_SMILES.csv) and supervised fine-tuning json (.jsonl)Model weights for TMC-Llama by PyTorch (pytorch_model.bin and related .json files)
DOI: 10.15468/dl.hfysf9
title: Occurrence Download

description: A dataset containing 8311513 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-122.73687 47.31507,-122.46302 46.94569,-121.68923 47.13675,-121.80386 47.74496,-122.45983 47.94239,-122.73687 47.31507))",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2013-2023"
 ]
}

 The dataset includes 8311513 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007076-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9kqkwy
title: Occurrence Download

description: A dataset containing 54703 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Living Specimen, Human Observation)",
 "Geometry POLYGON((135.52481 -3.40843,140.99107 -3.33822,140.99107 -2.19482,137.83167 -1.36235,136.09651 -2.17477,135.52481 -3.40843))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 54703 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007119-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.raavpm
title: Occurrence Download

description: A dataset containing 206234 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus rubra"
 ]
}

 The dataset includes 206234 records from 1070 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007103-260208012135463/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.28676692
title: The length of night shift work is closely associated with cancer risk: A pan-cancer study of Mendelian randomization study

description: Night shift work (NSW) has been associated with cancer risk in animal studies, but epidemiological evidence remains insufficient and contradictory. This study sought to investigate the causal association between NSW and 13 common cancers using a two-sample Mendelian randomization (MR) study. Genetic variants associated with NSW were extracted from the UK Biobank and selected as instrumental variables (IVs). Genome-wide association study (GWAS) data for 13 cancers were obtained from relevant consortia and biobanks. Causality was estimated using inverse-variance weighted (IVW), MR-Egger, and weighted median (WM). Sensitivity analyses, including MR-Egger intercept tests, MR-PRESSO, leave-one-out analyses, and funnel plots, were conducted to detect pleiotropy and heterogeneity. A suggestive causal association was found between NSW duration and risks of cervical (IVW: <i>p</i> = 0.028) and gastric cancer (IVW: <i>p</i> = 0.011). No significant associations were observed for other cancers (<i>p</i> &gt; 0.05). These findings suggest the need to reduce NSW duration and limit nocturnal light exposure to maintain circadian rhythms and mitigate cancer risks.
DOI: 10.6084/m9.figshare.28676692.v1
title: The length of night shift work is closely associated with cancer risk: A pan-cancer study of Mendelian randomization study

description: Night shift work (NSW) has been associated with cancer risk in animal studies, but epidemiological evidence remains insufficient and contradictory. This study sought to investigate the causal association between NSW and 13 common cancers using a two-sample Mendelian randomization (MR) study. Genetic variants associated with NSW were extracted from the UK Biobank and selected as instrumental variables (IVs). Genome-wide association study (GWAS) data for 13 cancers were obtained from relevant consortia and biobanks. Causality was estimated using inverse-variance weighted (IVW), MR-Egger, and weighted median (WM). Sensitivity analyses, including MR-Egger intercept tests, MR-PRESSO, leave-one-out analyses, and funnel plots, were conducted to detect pleiotropy and heterogeneity. A suggestive causal association was found between NSW duration and risks of cervical (IVW: <i>p</i> = 0.028) and gastric cancer (IVW: <i>p</i> = 0.011). No significant associations were observed for other cancers (<i>p</i> &gt; 0.05). These findings suggest the need to reduce NSW duration and limit nocturnal light exposure to maintain circadian rhythms and mitigate cancer risks.
DOI: 10.17632/2xfm5y2ccv
title: Original data 20250428

description: The original data of manuscript named "runoff hydrodynamic variations on terraced slopes with different soil types in the dry–hot valley region, Southwest China"
DOI: 10.17632/2xfm5y2ccv.1
title: Original data 20250428

description: The original data of manuscript named "runoff hydrodynamic variations on terraced slopes with different soil types in the dry–hot valley region, Southwest China"
DOI: 10.17632/6zj7tj6xtn.1
title: Dataset of building parameters collected by UAV with wireless data transfer from IoT ultrasonic sensors and a single-board computer for 2D/3D modeling

description: In this dataset, we have collected a comprehensive collection of 3525 measurement records for each height level aimed at reconstructing a cross-sectional model of a corridor of a university building.
The data were recorded as the distances from the central axis of the corridor to the left and right boundaries, allowing for detailed profiling and defect detection. Reference control values were collected using a high-precision Laser range finder (Auto level distance meter) model LOMVUM LV66u. At the same time, the current measurements were obtained using a Raspberry Pi 5 single-board computer and HC-SR04 ultrasonic sensors on a mobile survey platform. This construction developed by the authors was attached to the body of a DJI Phantom 4 drone, operating in controlled indoor conditions on the 5th floor of a university building. Measurements were taken at regular spatial intervals along the corridor to ensure an accurate representation of structural variations.
The dataset was structured with fields including point identifiers, longitudinal positions, distances to the left and right walls, reference values, and deviations. Furthermore, this dataset serves as the basis for tasks such as 2D/3D corridor modeling (e.g., in Maple Software, MATLAB), anomaly detection, structural integrity analysis, and indoor navigation system modeling.
DOI: 10.6084/m9.figshare.28828538
title: Access to justice protocols in Latin America

description: Set of protocols about access to justice in Latin America.
DOI: 10.5281/zenodo.17335766
title: Cosmo-Predictive Analog Computing: A Unified Framework for Post-Quantum Computation via Spacetime Thermodynamics, Noncommutative Geometry, and Self-Predictive Intelligence

description: Cosmo-Predictive Analog Computing (CPAC) introduces a novel computational paradigm that transcends classical and quantum models by equating computation with the universe’s self-prediction mechanism. Information is encoded in Cosmic Predictive Patterns (CPPs), stable non-equilibrium attractors in the phase space of quantum spacetime geometry and a generative AI field. Grounded in noncommutative geometry, stochastic thermodynamics, and algorithmic information theory, CPAC defines a new complexity class CP, strictly containing BQP, and resolves undecidable problems via geometric regularization. The core dynamics, Reciprocal Self-Prediction (RSP), is a nonlinear, non-Markovian evolution on a spectral triple, yielding exponential computational speedups with intrinsic fault tolerance. An experimental pathway using braided photonic circuits as a physical analog enables near-term validation.
DOI: 10.5281/zenodo.17335767
title: Cosmo-Predictive Analog Computing: A Unified Framework for Post-Quantum Computation via Spacetime Thermodynamics, Noncommutative Geometry, and Self-Predictive Intelligence

description: Cosmo-Predictive Analog Computing (CPAC) introduces a novel computational paradigm that transcends classical and quantum models by equating computation with the universe’s self-prediction mechanism. Information is encoded in Cosmic Predictive Patterns (CPPs), stable non-equilibrium attractors in the phase space of quantum spacetime geometry and a generative AI field. Grounded in noncommutative geometry, stochastic thermodynamics, and algorithmic information theory, CPAC defines a new complexity class CP, strictly containing BQP, and resolves undecidable problems via geometric regularization. The core dynamics, Reciprocal Self-Prediction (RSP), is a nonlinear, non-Markovian evolution on a spectral triple, yielding exponential computational speedups with intrinsic fault tolerance. An experimental pathway using braided photonic circuits as a physical analog enables near-term validation.
DOI: 10.15468/dl.ct5gqt
title: Occurrence Download

description: A dataset containing 1683383 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "Geometry POLYGON((-83.72121 8.82407,-83.81802 8.73736,-83.8392 8.49507,-83.81197 8.25563,-83.47011 8.20772,-83.20086 8.21072,-83.1585 8.28557,-83.21598 8.53696,-83.3733 8.6925,-83.72121 8.82407))"
 ]
}

 The dataset includes 1683383 records from 347 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011303-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.anfyj8
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epilobium ciliatum",
 "Country is Ukraine",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011324-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.