cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/j5v3gkwp82
title: Holostic microplastics assesment in small urban lake (Velnezers, Latvia)

description: The data explores the presence, seasonal variations, historical accumulation and deposition rates of microplastics (MPs) in an urban lake within the Baltic region of Northern Europe. The dataset includes detailed information on MP concentrations in surface water, sedimentation rates, and the distribution of MPs within lake sediments. 
Key findings from the dataset include: Surface water MP concentrations were highest in summer (5.71 particles/m³) and decreased during winter (0.75 particles/m³), indicating seasonal variations; The MP deposition rate was calculated at 9.47 particles/cm²/year (or 4.31 μg/cm²/year); The sediment core analysis revealed MPs in layers older than 1950, predating the mass production of plastics; The predominant polymer types were polyethylene, polystyrene, and polypropylene, with fibres being more abundant in surface water and fragments in sediment layers.
The data provides a comprehensive snapshot of MPs in an urban lake, from seasonal fluctuations in surface water to long-term deposition patterns in sediment cores. Researchers can use this dataset to explore the dynamics of MP pollution in freshwater ecosystems, the impact of urbanisation on MP concentrations, and the relationship between seasonal variation and MP presence. Additionally, the data can be used to refine monitoring methods for MPs, particularly in urban lakes, where rapid, cost-effective approaches are crucial for ongoing surveillance.
The data was collected using well-established MP research methods:
Manta trawling for surface water sampling to measure MP concentrations, sediment trapping to assess MP sedimentation rates over one year, sediment coring to examine MP distribution in dated sediment archives. MP particles were identified and characterised using Attenuated Total Reflection (ATR) and micro-Fourier Transform Infrared (FTIR) spectroscopy. Sediment core chronology was determined using 210Pb dating and the Bayesian Plum model, which revealed sediment layers corresponding to periods before large-scale plastic production.
This dataset is valuable for researchers studying MP pollution in freshwater environments, particularly in urban settings. It can be used to establish baselines for future monitoring efforts and to develop more effective, resource-efficient methods for MP surveillance.
DOI: 10.17632/jxm8d4w4cv
title: Active power load dataset - IEX data

description: Active power load dataset is developed by collecting the hourly load data from during the period between 01-01-2021 and 31-08-2023. During this period have total (365+365+243=973) days. Each day have 24 hours, and collected hourly load data, so total 23352 hourly load samples are collected from IEX. Reconstructed whole dataset in such a way that load at particular hour of the day is able to predict based on last two hours (L(T-1),L(T-2)) and last two days load data (L(T-24),L(T-48)), last two hours and last two days electricity price data (P(T-1), P(T-2), P(T-24), P(T-48)), season and day status (Day). Hence the developed load dataset has total 10 input features i.e. L(T-1),L(T-2), L(T-24),L(T-48), P(T-1), P(T-2), P(T-24), P(T-48), Season and Day. Whereas output variable or predicted variable is only one L(T). This whole dataset has total 23,304 sample and 11 features (10 input features and 1 output feature). Load values are in MW and price is in INR per MWh.
DOI: 10.17632/n8p5f77zrg
title: ECMODE-D-23-00110 Money Laundering Governance and Income Shifting: Evidence from Australian Financial Institutions

description: ECMODE-D-23-00110 Money Laundering Governance and Income Shifting: Evidence from Australian Financial Institutions
Do file include all regression tables.
and dta file is our main database used after calculating our variables.
DOI: 10.6084/m9.figshare.12715490.v4
title: Reconstruction of ancient homeobox gene linkages inferred from a new high-quality assembly of the Hong Kong oyster (Magallana hongkongensis) genome

description: <b>Abstract</b><b><br></b> <b>Background</b> Homeobox-containing genes encode crucial transcription factors in animal and plant development, and changes to these genes have been linked to the evolution of body plans and morphologies. In animals some homeobox genes are clustered in the genome, due to either coordinated gene regulation or as remnants from ancestral genomic arrangements. Analyses of homeobox gene organization across a range of species thus helps to better understand the evolution of genome organization and developmental gene control, and the possible interactions between the two. However, homeobox gene organization in several key animal ancestors, including those of molluscs, lophotrochozoans and bilaterians, remains to be fully elucidated.<br> <b>Results</b> Here, we present a high-quality chromosome-level genome assembly of <i>Magallana hongkongensis</i> (2n = 20), for which 93.2% of the genomic sequences are contained on 10 pseudomolecules (~758Mb, scaffold N50 = 72.3Mb). A total of 46,963 predicted gene models (45,308 protein coding genes) were incorporated for this genome, and genome completeness estimated by BUSCO was 94.6%. Homeobox gene linkages were analysed in detail relative to available data in other mollusc species. Our chromosome-level assembly allows the inference of ancient gene linkages (synteny) for the homeobox-containing genes, even though a number of the homeobox gene clusters, like the Hox/ParaHox clusters, are undergoing dispersal in molluscs such as this oyster. <br> <b>Conclusions</b> The analyses performed in this study and the accompanying genome sequence provide important genetic resources for this economically and culturally valuable oyster species, and offer a platform to improve understanding of animal biology and evolution more generally.<b></b><br>
DOI: 10.6084/m9.figshare.13270094.v1
title: Supplementary information to "Plastic in global rivers: are floods making it worse?"

description: Here we provide the data that was produced for the paper "Plastic in global rivers: are floods making it worse?" (Environmental Research Letters). The scripts that produced these results can be found through the following link: https://github.com/jasperroebroek/Plastic_flood).
DOI: 10.6084/m9.figshare.22691344.v2
title: Untitled Item

description: The MIDOG++ dataset represents an extension of the data set used in the MIDOG 2021 and 2022 challenges. We provide region of interest images from 503 histological specimens of seven different tumor types with variable morphology: breast carcinoma, lung carcinoma, lymphosarcoma, neuroendocrine tumor, cutaneous mast cell tumor, cutaneous melanoma, and (sub)cutaneous soft tissue sarcoma. The human and canine samples were processed and stained at different human and veterinary pathology laboratories with standard H&E dye and digitized with different digital whole slide image scanners. We provide labels for 11,937 mitotic figures that have been differentiated against 14,351 imposter cells in a blinded consensus by two pathologists and a final decision by a third pathologist for disagreed labels.
DOI: 10.6084/m9.figshare.28294805.v1
title: Ultrafast and accurate sequence alignment and clustering of viral genomes

description: These files are associated with the publication "Ultrafast and accurate sequence alignment and clustering of viral genomes".phage-genomes.fnaComplete genome sequences of 4,244 bacteriophages in FASTA formatphage-ICTV_taxonomy.csvTaxonomic affiliations of 4,244 bacteriophages according to the ICTV taxonomyphage-genomes_simulated_mutations.csvThe expected (true) total ANI (tANI) values in the 70-100% range, derived from 10,000 pairs of bacteriophage genomes subjected to simulated mutations, including different levels of substitution, insertion, deletion, duplication, inversion, and translocation events. Mutations were introduced using Mutation-Simulator v3.0.2. Column descriptions:sample: sample IDref_id: Reference genome IDalt_id: Altered reference IDtotal_ani: True total ANI [%]ref_length: Reference genome lengthalt_length: Altered reference genome lengthsn: Substitions frequencyde: Deletions frequencyins: Insertions frequencydu: Duplications frequencyinv: Inversions frequencytl: Translocations frequencyn_sn: Substituted nucleotidesn_de: Deleted nucleotidesn_ins: Inserted nucleotidesn_du: Duplicated nucleotidesn_inv: Inverted nucleotidesn_tl: Translocated nucleotidesphage-genomes_simulated_mutations.fnaNucleotide sequences of reference and altered genomes.viruses-sample_contigs.fna94,225 viral metagenomic contigs subsampled from IMG/VR v4.1.viruses-blastn_ani.csv4,361,743 contig pairs obtained in BLASTn satisfying the threshold of ANI ≥ 95% and alignment fraction (query coverage) ≥ 85%
DOI: 10.17632/gmwxj6jvy6
title: Anaerobic Digestion Simulator

description: Source code and executables of the Anaerobic Digestion Simulator. Final project for a bachelor's degree in mechanical engineering.
DOI: 10.17632/nfydhwfn6g
title: blood pressure

description: blood pressure in WT and KO mice with age
DOI: 10.6084/m9.figshare.22557616.v1
title: Raw model output

description: Raw model output from spatial generalized linear mixed models and Bayesian model selection. Modeling code and further information on the models is in the notebook step-4-models.qmd. Key: full_mod_gdm.rds: GDM Bayesian linear model with the complete suite of 11 variables, used for Bayesian model selection projpred_gdm.rds: GDM projection predictive model selection output glmm_gdm.rds: the final GDM Bayesian t-distributed random fields general linear mixed model <br> full_mod_gde.rds: GDE Bayesian linear model with the complete suite of 11 variables, used for Bayesian model selection projpred_gde.rds: GDE projection predictive model selection output glmm_gde.rds: the final GDE Bayesian t-distributed random fields general linear mixed model
DOI: 10.6084/m9.figshare.5675242.v1
title: mg_pipeline databases

description: Three databases to be used by mg_classifier or chimera_detector. Databases have been dereplicated and formatted for mg_classifier.For 16S or 18S RDP_v11.5.derep.fasta<br> SILVA_128.derep.fasta<br><br>For 16S only RDP_v11.5.derep_V3-V4.fasta<br><br>For 18S only pr2_gb203_v4.5.fasta<br><br>
DOI: 10.17632/k2v9sbmr8r
title: Raw data of Users' comments on Online Food Delivery Services

description: The following dataset (in R format) was built after collecting data from a Colombian website of Online Fast Food Delivery with a web scraping procedure conducted with Agenty. The dataset contains the following variables Column1 (doc_id): An integer number that identifies each comment. Column2 (text): A Spanish written comment posted by users of the website Column3 (Category): Restaurants are classified into six categories (Asian food, Burgers, Chicken, Alcoholic beverages, Meats, and Pizzas). Column4 (Provider): The commercial name of restaurants Column5 (Rating): A number (between 0 and 100) that represents the satisfaction of the customer with both the delivery service and the food. Column6 (TotalC): The number of comments that each restaurant has received at the moment we collected the data.
DOI: 10.17632/wv9n5zsnzr
title: Exploits selected for URL extraction testing with on-premise LLMs

description: Dataset consists of 16 selected exploits used for testing URL extraction capabilities of on-premise large language models (LLMs). Each entry contains an Exploit ID, corresponding CVE identifier, Exploit URL, and CVE URL.
DOI: 10.6084/m9.figshare.24873486.v3
title: Evolution of Power-Law Particle-Size distributions in Dense Grain Flow Experiments

description: Data from real experiments. The original data used in this paper is uploaded in five parts, and the file name corresponds to figure in the paper.
DOI: 10.6084/m9.figshare.26131333.v1
title: Dataset, geochemical models, and sulfide growth models related to the CEE paper Jeanvoine et al. (2024).

description: Dataset, geochemical models, and sulfide growth models related to the CEE paper Jeanvoine et al. (2024).Title: The flotation of magmatic sulfides transfers Cu-Au from magmas to seafloor massive sulfide depositsAbstract: Copper and gold-rich seafloor massive sulfide deposits formed in intra-oceanic subduction settings are typically associated with hydrous and oxidized magmas, but processes leading to their formation remain controversial. Sulfide-bubble interaction has been suggested to play an important role in metal transfer from magma to seawater-derived hydrothermal fluid. Here we use textural observations of magmatic sulfides, geochemical numerical models of chalcophile element concentrations, and numerical models of magmatic sulfide growth within a mafic to felsic submarine magmatic suite (Fatu Kapa, SW Pacific) associated with copper-gold-rich seafloor massive sulfide deposits. We demonstrate that concomitant sulfide and aqueous fluid formation at the andesitic stage results in floating sulfide-bubble compound drops in magmas, which play a crucial role in the transfer of copper and gold toward the surface. We emphasize that late sulfide saturation in copper-gold-rich intra-oceanic subduction-derived felsic magmas favors upward sulfide transfer via flotation.
DOI: 10.15468/dl.3dsc4y
title: Occurrence Download

description: A dataset containing 6914643 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 Poaceae",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 6914643 records from 1313 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012999-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15557877
title: 2024-0303.xrdml

description: XRD diffractogram for CAR24001 calcined (550°C) 3D printed gamma-alumina structure
DOI: 10.5281/zenodo.15557876
title: 2024-0303.xrdml and 2024-0303.csv

description: XRD diffractogram for CAR24001 calcined (550°C) 3D printed gamma-alumina structure
DOI: 10.5281/zenodo.15557940
title: 2024-0303.xrdml and 2024-0303.csv

description: XRD diffractogram for CAR24001 calcined (550°C) 3D printed gamma-alumina structure
DOI: 10.15468/dl.tbz4dy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bathytroctes Günther, 1878",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((43.4313 -17.5054,43.9059 -19.9421,43.0686 -21.0649,42.7023 -21.9969,43.1619 -23.5254,43.213 -24.5373,43.6164 -25.1504,44.9648 -25.1504,44.9648 -16.1504,43.978 -16.1504,43.9239 -16.5407,43.4313 -17.5054))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010400-250525065834625/datasets/export for details.
DOI: 10.15468/dl.9t2baf
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Geotrygon montana (Linnaeus, 1758))",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 29 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016581-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n39yke
title: Occurrence Download

description: A dataset containing 73931 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Clostridiaceae"
 ]
}

 The dataset includes 73931 records from 523 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016569-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5hqpex
title: Occurrence Download

description: A dataset containing 47657 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Geotrygon montana (Linnaeus, 1758))",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 47657 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016583-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.atf3t9
title: Occurrence Download

description: A dataset containing 248 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Material sample)",
 "Country is Japan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, February, March, April, May, June, July, August, September, October, November, December)",
 "TaxonKey is Megascolecidae",
 "Year 1045-2025"
 ]
}

 The dataset includes 248 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016585-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n6s7ab
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Geotrygon montana (Linnaeus, 1758))",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016586-250525065834625/datasets/export for details.
DOI: 10.15468/dl.6nu8nb
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Geotrygon montana (Linnaeus, 1758))",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016587-250525065834625/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.29218841
title: Comparative Analysis on Pre-Test - Post-Test and Level of Perception Towards Oral Communication of Grade 11 Senior High School Students Online Learning and Limited Face to Face of Colegio de Los Baños S.Y. 2021-2022

description: The present study aimed at it investigating Grade 11 Senior High School Students’ level of perception and academic performance towards the subject, taking into consideration their profile variables such as Academic Strand and Learning Modality.
DOI: 10.6084/m9.figshare.29218841.v1
title: Comparative Analysis on Pre-Test - Post-Test and Level of Perception Towards Oral Communication of Grade 11 Senior High School Students Online Learning and Limited Face to Face of Colegio de Los Baños S.Y. 2021-2022

description: The present study aimed at it investigating Grade 11 Senior High School Students’ level of perception and academic performance towards the subject, taking into consideration their profile variables such as Academic Strand and Learning Modality.
DOI: 10.15468/dl.bawt92
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Geotrygon montana (Linnaeus, 1758))",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016589-250525065834625/datasets/export for details.