cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.b43zk8
title: Occurrence Download

description: A dataset containing 1322 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Lao People’s Democratic Republic",
 "Year is 2020",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 1322 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013542-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17516394
title: ZORONTO Defense AI Repository: Synthetic C4I Simulation Dataset (Cognitive Multi-Agent Decision Optimization in C4I Systems: A Reinforcement Learning and Large Language Model Integration Framework)

description: This repository provides the full experimental dataset, results, and figures supporting the study "AI-Driven Decision Optimization in C4I Systems: Reinforcement Learning Architecture and Monte Carlo Simulation Analysis"(Journal of Information Science and Engineering, 2025).

The repository includes:1. Raw and structured simulation data (Phases 0–4)   - 1_synthetic_episode_data_expanded.csv   - 2_synthetic_nodes_updated.csv   - 3_synthetic_experiment_config_updated.csv   - 4_synthetic_links_updated.csv   - 5_synthetic_target_trajectory.csv   - 6_synthetic_mobility_waypoints.csv   - 7_synthetic_jamming_schedule.csv2. Experimental results and summaries (Phases 3–6)   - 8_result_episode_metrics_summary.csv   - 9_result_phase3.csv   - 10_result_phase4.csv   - 10_result_phase4_comm_llama3_summary.csv   - 11_result_phase5_episode_metrics.csv   - 11_result_phase6_episode_metrics.csv   - 11_result_phase56_summary.csv3. Figures (Main & Appendix)   - Fig_Archi.pdf, Fig2_scenario.png, Fig3_performance_stability_value.png,     Fig4_phase4_finegrid_llama3.png, Fig5_phase6_adaptive_llm_nogrid.png,     Fig6_convergence_scalability.png, Fig7_pareto_evolution_rigorous.png   - FigA1_pipeline6.png, FigA2_ekf_tracking_validation_fixed.png,     FigA3_latency_success_mors.png4. Supporting material   - baseline_metrics_table_CI.tex   - Configuration: environment.yml, config_phase5.yml

All simulations were conducted in Python 3.10.13 with PyTorch 2.9.0+CUDA 12.8 (cuDNN 8.9)on an NVIDIA RTX 5090 GPU under WSL2 (Linux 6.6.87.2). Random seeds were fixed andSHA256 checksums are included for all files. This repository ensures full reproducibility of theresults reported in the published manuscript.
DOI: 10.5281/zenodo.17516395
title: ZORONTO Defense AI Repository: Synthetic C4I Simulation Dataset (Cognitive Multi-Agent Decision Optimization in C4I Systems: A Reinforcement Learning and Large Language Model Integration Framework)

description: This repository provides the full experimental dataset, results, and figures supporting the study "AI-Driven Decision Optimization in C4I Systems: Reinforcement Learning Architecture and Monte Carlo Simulation Analysis"(Journal of Information Science and Engineering, 2025).

The repository includes:1. Raw and structured simulation data (Phases 0–4)   - 1_synthetic_episode_data_expanded.csv   - 2_synthetic_nodes_updated.csv   - 3_synthetic_experiment_config_updated.csv   - 4_synthetic_links_updated.csv   - 5_synthetic_target_trajectory.csv   - 6_synthetic_mobility_waypoints.csv   - 7_synthetic_jamming_schedule.csv2. Experimental results and summaries (Phases 3–6)   - 8_result_episode_metrics_summary.csv   - 9_result_phase3.csv   - 10_result_phase4.csv   - 10_result_phase4_comm_llama3_summary.csv   - 11_result_phase5_episode_metrics.csv   - 11_result_phase6_episode_metrics.csv   - 11_result_phase56_summary.csv3. Figures (Main & Appendix)   - Fig_Archi.pdf, Fig2_scenario.png, Fig3_performance_stability_value.png,     Fig4_phase4_finegrid_llama3.png, Fig5_phase6_adaptive_llm_nogrid.png,     Fig6_convergence_scalability.png, Fig7_pareto_evolution_rigorous.png   - FigA1_pipeline6.png, FigA2_ekf_tracking_validation_fixed.png,     FigA3_latency_success_mors.png4. Supporting material   - baseline_metrics_table_CI.tex   - Configuration: environment.yml, config_phase5.yml

All simulations were conducted in Python 3.10.13 with PyTorch 2.9.0+CUDA 12.8 (cuDNN 8.9)on an NVIDIA RTX 5090 GPU under WSL2 (Linux 6.6.87.2). Random seeds were fixed andSHA256 checksums are included for all files. This repository ensures full reproducibility of theresults reported in the published manuscript.
DOI: 10.17909/qk94-yj96
title: TRAPPIST-1 h No Air data

description: Data used in Rustamkulov and Peacock et al. 2025, as part of Program 1981
DOI: 10.17605/osf.io/bfx3n
title: Forget For Now, but Remember Later: Can People Selectively Remove Information from Working Memory While Keeping it in Long-Term Memory?

description: This series of experiments investigates whether intentionally removing information from working memory affects how well people remember that information over the long term, and whether people can - when instructed - remove information from working memory while keeping it in long-term memory, or vice versa. The experiments use an item-wise directed-forgetting paradigm for tests of working memory, followed by a test of long-term memory for the stimuli (words) of the working-memory test.
DOI: 10.25318/3510021601
title: Victims of police-reported family and non-family violence, by gender and age group of victim, and detailed relationship of accused to victim, Canada

description: Victims of police-reported family and non-family violence, by gender and age group of victim, and detailed relationship of accused to victim, Canada, 2009 to 2024.
DOI: 10.15468/dl.tv2gc5
title: Occurrence Download

description: A dataset containing 422 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Lao People’s Democratic Republic",
 "Year is 2021",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 422 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013545-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2fb8hz
title: Occurrence Download

description: A dataset containing 4537 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tridax procumbens",
 "Year 1000-2025"
 ]
}

 The dataset includes 4537 records from 302 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013544-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h2fjdj
title: Occurrence Download

description: A dataset containing 1736 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tephrosia cinerea",
 "Year 1000-2025"
 ]
}

 The dataset includes 1736 records from 136 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013546-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j6rv73
title: Occurrence Download

description: A dataset containing 410 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Lao People’s Democratic Republic",
 "Year is 2022",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 410 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013548-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25318/3510021601-fra
title: Victimes de violence familiale et non familiale, affaires déclarées par la police, selon le genre et le groupe d’âge de la victime et le lien précis de l’auteur présumé avec celle-ci, Canada

description: Victimes de violence familiale et non familiale, affaires déclarées par la police, selon le genre et le groupe d’âge de la victime et le lien précis de l’auteur présumé avec celle-ci, Canada, 2009 à 2024.
DOI: 10.15468/dl.qz2hyy
title: Occurrence Download

description: A dataset containing 572322 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Insect Species Occurrence Data from Multiple Projects Worldwide with Focus on Bees and Wasps in North America",
 "PublishingOrg is c3ad790a-d426-4ac1-8e32-da61f81f0117",
 "Year 2002-2022"
 ]
}

 The dataset includes 572322 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013534-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8njfyp
title: Occurrence Download

description: A dataset containing 107177 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 (Lotononis elongata, Hypochaeris tenuiflora, Calytrix ecalycata, Quaqua aurea, Argyroderma crateriforme, Hieracium heterogynum, Hieracium ajmasianum, Kernera saxatilis, Sibara pinnata, Calytrix asperula, Cistus munbyi, Rosa squarrosa, Hypochaeris meyeniana, Lachnaea laniflora, Rosa pseudoscabriuscula, Nolana foliosa, Pseudognaphalium pringlei, Pterostylis diminuta, Rhinotropis californica, Cerastium viscatum, Pseuderucaria teretifolia, Cerastium haussknechtii, Cheiridopsis rostrata, Rhinotropis lindheimeri, Gagea chomutovae, Gagea micrantha, Planchonia careya, Gelasia tomentosa, Sesamoides suffruticosa, Myriopus maculatus, Lasiosiphon anthylloides, Desmodium molliculum, Zephyranthes monantha, Eucalyptus tetragona, Eucalyptus microcarpa, Micromeria tenuis, Eucalyptus baxteri, Tanacetum cinerariifolium, Phebalium lepidotum, Delphinium staminosum, Eucalyptus alipes, Amphithalea imbricata, Margyricarpus pinnatus, Eucalyptus staeri, Eriosyce riparia, Clinopodium brownei, Eriosyce esmeraldana, Grayia spinosa, Eriosyce coimasensis, Eriosyce chilensis, Tanacetum kotschyi, Paranotis pterospora, Henophyton zygarrhenum, Hofmeisteria urenifolia, Clinopodium hostii, Eriosyce crispa, Eucalyptus alatissima, Clinopodium molle, Dichoropetalum caucasicum, Hesperocyparis arizonica, Kopsiopsis hookeri, Echinopepon torquatus, Filago argentea, Grevillea polychroma, Waitzia suaveolens, Funastrum clausum, Thymus longedentatus, Stenanthemum pomaderroides, Munroa pulchella, Stipagrostis brevifolia, Vachellia nilotica, Filago tyrrhenica, Erepsia dunensis, Sapranthus violaceus, Meiogyne stenopetala, Grevillea stenogyne, Acmispon argophyllus, Alcea acaulis, Cochemiea angelensis, Stomatium lesliei, Dichoropetalum alpigenum, Sclerolaena aellenii, Pityrodia lepidota, Cenchrus arnhemicus, Styphelia crassifolia, Erodium saxatile, Plagiobothrys gracilis, Suaeda splendens, Menonvillea cicatricosa, Centaurea gabrielis-blancae, Gnaphalium simii, Hedlundia bosniaca, Banksia purdieana, Cymbopogon nardus, Lampranthus filicaulis, Leionema elatius, Banksia cynaroides, Lomanthus coscayanus, Lampranthus diutinus)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 107177 records from 789 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013523-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bqz9gw
title: Occurrence Download

description: A dataset containing 1325 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Lao People’s Democratic Republic",
 "Year is 2023",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 1325 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013549-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p2wmbj
title: Occurrence Download

description: A dataset containing 272 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus cubensis"
 ]
}

 The dataset includes 272 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013550-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7azw87
title: Occurrence Download

description: A dataset containing 562 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cuscuta",
 "HasCoordinate is true",
 "KingdomKey is Plantae",
 "Country is one of (Cabo Verde, Gambia, Senegal, Guinea, Guinea-Bissau, Sierra Leone, Liberia, Côte d’Ivoire, Ghana, Togo, Benin, Nigeria, Cameroon, Central African Republic, Equatorial Guinea, Gabon, Congo, Congo, Democratic Republic of the, Sao Tome and Principe, Chad, Sudan, South Sudan, Ethiopia, Eritrea, Djibouti, Somalia, Kenya, Uganda, Tanzania, United Republic of, Rwanda, Burundi, Malawi, Zambia, Angola, Mozambique, Madagascar, Comoros, Mayotte, Seychelles, Namibia, Botswana, Zimbabwe)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation)"
 ]
}

 The dataset includes 562 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013553-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f4au2b
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Krameriaceae",
 "HasCoordinate is true",
 "KingdomKey is Plantae",
 "Country is one of (Cabo Verde, Gambia, Senegal, Guinea, Guinea-Bissau, Sierra Leone, Liberia, Côte d’Ivoire, Ghana, Togo, Benin, Nigeria, Cameroon, Central African Republic, Equatorial Guinea, Gabon, Congo, Congo, Democratic Republic of the, Sao Tome and Principe, Chad, Sudan, South Sudan, Ethiopia, Eritrea, Djibouti, Somalia, Kenya, Uganda, Tanzania, United Republic of, Rwanda, Burundi, Malawi, Zambia, Angola, Mozambique, Madagascar, Comoros, Mayotte, Seychelles, Namibia, Botswana, Zimbabwe)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013551-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h7z75w
title: Occurrence Download

description: A dataset containing 169 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Agave sebastiana"
 ]
}

 The dataset includes 169 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013554-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8pbun9
title: Occurrence Download

description: A dataset containing 8188 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Olacaceae",
 "HasCoordinate is true",
 "KingdomKey is Plantae",
 "Country is one of (Cabo Verde, Gambia, Senegal, Guinea, Guinea-Bissau, Sierra Leone, Liberia, Côte d’Ivoire, Ghana, Togo, Benin, Nigeria, Cameroon, Central African Republic, Equatorial Guinea, Gabon, Congo, Congo, Democratic Republic of the, Sao Tome and Principe, Chad, Sudan, South Sudan, Ethiopia, Eritrea, Djibouti, Somalia, Kenya, Uganda, Tanzania, United Republic of, Rwanda, Burundi, Malawi, Zambia, Angola, Mozambique, Madagascar, Comoros, Mayotte, Seychelles, Namibia, Botswana, Zimbabwe)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation)"
 ]
}

 The dataset includes 8188 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013552-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.npm28f
title: Occurrence Download

description: A dataset containing 1561 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Astilbe chinensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1561 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021406-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18292372
title: Amarante, A et al. (2026). The Dynamics About Lucy Target Asteroid (11351) Leucus: A Very Slow Rotator. The Planetary Science Journal

description: This compressed file contains data from numerical simulations performed by Minor-Equilibria and Minor-Gravity packages, that we use to build figures, tables and animated movies of this work. In addition, we have attached the 3-D polyhedral shape model of asteroid Leucus.
DOI: 10.5281/zenodo.18654575
title: Stable Stream Temperature Prediction for Different Basins Using Time Series Encoding and Temporal Convolutional Networks: TimENC-TCN model Original Dataset

description: This is the original dataset utilised in the study 'Prediction of Steady-Flow Water Temperature in Rivers Using Time Series Encoding and Time-Domain Convolutional Networks: The TimENC-TCN Model', obtained via the following channels:

The observed data for river stations in the UK are available at: https://environment.data.gov.uk/hydrology/explore#/landing 
The observed data for river stations in the USA are available at: https://maps.waterdata.usgs.gov/mapper/index.html
The observed climate data for meteorological stations in the UK are available at: https://www.metoffice.gov.uk/research/climate/maps-and-data/historic-station-data
The observed climate data for meteorological stations in the USA are available at: https://www.ncei.noaa.gov/
Some air temperature data were obtained from the National Aeronautics and Space Administration (NASA) Langley Research Center's Prediction Of Worldwide Energy Resources (POWER) project funded through the NASA Earth Science Division. The data were obtained from the POWER Project's Hourly v2.7.2 version on 2025/6/4.
DOI: 10.5281/zenodo.18654574
title: Stable Stream Temperature Prediction for Different Basins Using Time Series Encoding and Temporal Convolutional Networks: TimENC-TCN model Original Dataset

description: This is the original dataset utilised in the study 'Prediction of Steady-Flow Water Temperature in Rivers Using Time Series Encoding and Time-Domain Convolutional Networks: The TimENC-TCN Model', obtained via the following channels:

The observed data for river stations in the UK are available at: https://environment.data.gov.uk/hydrology/explore#/landing 
The observed data for river stations in the USA are available at: https://maps.waterdata.usgs.gov/mapper/index.html
The observed climate data for meteorological stations in the UK are available at: https://www.metoffice.gov.uk/research/climate/maps-and-data/historic-station-data
The observed climate data for meteorological stations in the USA are available at: https://www.ncei.noaa.gov/
Some air temperature data were obtained from the National Aeronautics and Space Administration (NASA) Langley Research Center's Prediction Of Worldwide Energy Resources (POWER) project funded through the NASA Earth Science Division. The data were obtained from the POWER Project's Hourly v2.7.2 version on 2025/6/4.
DOI: 10.15468/dl.rh3nxp
title: Occurrence Download

description: A dataset containing 150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cascadia nuttallii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 150 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021407-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18170/dvn/jf9g9k
title: code

description: code used for analysis
DOI: 10.15468/dl.awbjbu
title: Occurrence Download

description: A dataset containing 740 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chrysosplenium pilosum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 740 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021409-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18654692
title: COVID-19-Hospitalisierungen in Deutschland

description: Im Datensatz "COVID-19-Hospitalisierungen in Deutschland" des Robert Koch-Institutswerden täglich aktualisierte Informationen zu Hospitalisierungen im Zusammenhang mit COVID-19 basierend auf den Meldungen nach dem Infektionsschutzgesetz (IfSG) bereitgestellt. Neben tagesaktuellen Fallzahlen und Inzidenzen auf Bundes- und Länderebene enthält der Datensatz auch modellgestützte Schätzungen verzögert gemeldeter Hospitalisierungen mittels Nowcasting. Ziel ist es, die tatsächliche Belastung des Gesundheitssystems durch COVID-19 besser abzubilden, insbesondere durch die Berechnung adjustierter 7-Tage-Hospitalisierungsinzidenzen.
DOI: 10.15468/dl.bn73ej
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Darmera peltata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021410-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18654673
title: Dynamical and Thermophysical Properties of asteroid (11351) Leucus: Implications for a Possible Past Satellite

description: This compressed file contains data from numerical simulations performed by Minor-Equilibria and Minor-Gravity packages, that we use to build figures, tables and animated movies of this work. In addition, we have attached the 3-D polyhedral shape model of asteroid Leucus.
DOI: 10.15468/dl.kydpzw
title: Occurrence Download

description: A dataset containing 340 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heuchera sanguinea",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 340 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021411-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5rytae
title: Occurrence Download

description: A dataset containing 16313 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Catharus occidentalis"
 ]
}

 The dataset includes 16313 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021413-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57903/uj/mnuazg
title: Sensitive detection and identification method of erythrocyte-like cells upon doxorubicin induced differentiation with vibrational techniques

description: Raw measurement data related to research conducted under the Polish National Science Centre Grant No. UMO-2021/41/N/ST4/03069 and NAWA BEKKER project BPN/BEK/2023/1/00221