cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/e233721
title: Data and Code for: International Dimensions of Housing Markets

description: We argue that an international perspective can be very helpful when studying the global market for housing. The global distributions of wealth, risk, and productivity are deeply important and understudied factors that can help to explain why in a growing number of cities and countries, housing affordability is not just a single-market phenomenon.
DOI: 10.3886/e233721v1
title: Data and Code for: International Dimensions of Housing Markets

description: We argue that an international perspective can be very helpful when studying the global market for housing. The global distributions of wealth, risk, and productivity are deeply important and understudied factors that can help to explain why in a growing number of cities and countries, housing affordability is not just a single-market phenomenon.
DOI: 10.17632/mn99kkcjdn
title: A dataset for behavior monitoring babies in Neonatal Intensive Care Units

description: A dataset for babies in Neonatal Intensive Care Units.
Data Description
Dataset 1 (Crying and Normal): Total samples = 4199 (Train: 3144, Validation: 784, Test: 171). 
 Dataset 2 (Awake vs. Sleep): Total samples = 2522 (Train: 2090, Validation: 216, Test: 216). Percentages:
DOI: 10.17632/mn99kkcjdn.1
title: A dataset for behavior monitoring babies in Neonatal Intensive Care Units

description: A dataset for babies in Neonatal Intensive Care Units.
Data Description
Dataset 1 (Crying and Normal): Total samples = 4199 (Train: 3144, Validation: 784, Test: 171). 
 Dataset 2 (Awake vs. Sleep): Total samples = 2522 (Train: 2090, Validation: 216, Test: 216). Percentages:
DOI: 10.17632/7jznhjrdrv
title: Assessing the key factors of quality of life for institutionalized elderly in Bangladesh

description: A cross-sectional design was used in this study to explore the determinants of the quality of life (QoL) of older adults at old homes in Bangladesh. The study was conducted from December 2023 to November 2024. Data collection was done among elderly participants who lived at the four conveniently selected sampling sites, which included the Old Rehabilitation Center at Gazipur, the Bangladesh Association for the Aged and Institute of Geriatric Medicine at Agargaon, Apon Vubon at Uttara, and Subarta Trust at Manikganj. Recruitment was carried out based on the criteria of including individuals who are 60 years or older, regardless of gender, to ensure a good coverage of the elderly population.
DOI: 10.17632/7jznhjrdrv.1
title: Assessing the key factors of quality of life for institutionalized elderly in Bangladesh

description: A cross-sectional design was used in this study to explore the determinants of the quality of life (QoL) of older adults at old homes in Bangladesh. The study was conducted from December 2023 to November 2024. Data collection was done among elderly participants who lived at the four conveniently selected sampling sites, which included the Old Rehabilitation Center at Gazipur, the Bangladesh Association for the Aged and Institute of Geriatric Medicine at Agargaon, Apon Vubon at Uttara, and Subarta Trust at Manikganj. Recruitment was carried out based on the criteria of including individuals who are 60 years or older, regardless of gender, to ensure a good coverage of the elderly population.
DOI: 10.5066/p9vabqdo
title: Data used to assess differences in shedding of environmental DNA between living fish and carcasses

description: These data were generated from a five-day laboratory study that compared environmental DNA (eDNA) concentrations derived from live and dead rainbow trout (Oncorhychus mykiss) to investigate how eDNA shedding differs between live and dead fish. Live and dead fish were each housed in separate tanks and eDNA samples were collected from each tank after 1, 2, 3, and 5 days. Additionally, propidium monoazide (PMA) was used to differentiate eDNA contributions from intact versus disrupted cells from both live and dead fish. The metadata described include: data collected on each fish used in the experiment including length and weight; quantitative PCR (qPCR) cycle threshold (Ct) values; and eDNA copy number. The metadata also includes the Y-intercept, slope, and R-squared value for each qPCR assay performed.
DOI: 10.15468/dl.454786
title: Occurrence Download

description: A dataset containing 2475 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pyrrhura viridicata)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 2475 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025568-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gjgpc4
title: Occurrence Download

description: A dataset containing 382 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pyrroglaux podargina)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 382 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025570-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/fjfrmtrpbp
title: Silicon amendment activates defense reaction, reduces the incidence and damage of phloem feeders and enhances yield in green gram (Vigna radiata L.)

description: Silicon amendment activates defense reaction, reduces the incidence and damage of phloem feeders and enhances yield in green gram (Vigna radiata L.)
DOI: 10.17632/fjfrmtrpbp.1
title: Silicon amendment activates defense reaction, reduces the incidence and damage of phloem feeders and enhances yield in green gram (Vigna radiata L.)

description: Silicon amendment activates defense reaction, reduces the incidence and damage of phloem feeders and enhances yield in green gram (Vigna radiata L.)
DOI: 10.15468/dl.c4pwcy
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pyrrhurus scandens)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 41 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025569-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/mzkvfz89p3
title: DNA extraction, amplification and sequencing

description: Research data of "Trichoderma harzianum DAA8 and Trichoderma asperellum LDA4 synergistically enhance cadmium and chromium phytoextraction by king grass and Sedum alfredii in co-contaminated soils"
DOI: 10.17632/mzkvfz89p3.2
title: DNA extraction, amplification and sequencing

description: Research data of "Trichoderma harzianum DAA8 and Trichoderma asperellum LDA4 synergistically enhance cadmium and chromium phytoextraction by king grass and Sedum alfredii in co-contaminated soils"
DOI: 10.15468/dl.aqg7nu
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((7.17489 44.74048,7.21336 44.73984,7.21341 44.75749,7.1751 44.75803,7.17489 44.74048))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Salamandra lanzai"
 ]
}

 The dataset includes 13 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025572-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j9dky4
title: Occurrence Download

description: A dataset containing 4 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 (Suncus murinus)",
 "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 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025573-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15595351
title: BOLD timeseries NREM stages AAL90+LC+BF

description: Parcellated BOLD timeseries of the fMRI data used in  "Noradrenaline and Acetylcholine shape Functional Connectivity organization of NREM substages: an empirical and simulation study" https://www.biorxiv.org/content/10.1101/2025.02.06.636812v1
DOI: 10.5281/zenodo.15595352
title: BOLD timeseries NREM stages AAL90+LC+BF

description: Parcellated BOLD timeseries of the fMRI data used in  "Noradrenaline and Acetylcholine shape Functional Connectivity organization of NREM substages: an empirical and simulation study" https://www.biorxiv.org/content/10.1101/2025.02.06.636812v1
DOI: 10.15468/dl.dvz526
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 (Suncus murinus)",
 "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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025571-250802193616735/datasets/export for details.
DOI: 10.15468/dl.nra8jz
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Stigmatochromis pholidophorus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 28 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025575-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yjrw37
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is Nigeria",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Milicia excelsa"
 ]
}

 The dataset includes 90 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025576-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4n2w85
title: Occurrence Download

description: A dataset containing 1463 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pytilia afra)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 1463 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025578-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hfn8g5
title: Occurrence Download

description: A dataset containing 417 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 (Suncus murinus)",
 "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 417 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025574-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.anx5q7
title: Occurrence Download

description: A dataset containing 26237 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC-BY 4.0, CC0 1.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Karenia brevis",
 "Year 2005-2025"
 ]
}

 The dataset includes 26237 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025577-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kejh8f
title: Occurrence Download

description: A dataset containing 226 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pytilia hypogrammica)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 226 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025579-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/syxf6yzzc2.1
title: Patrol System for Aggression Detection

description: The article presents the development and validation of **TacDeAPred**, an intelligent and modular system designed for the **real-time detection and prediction of aggression risk** during patrol operations conducted by security personnel. The system integrates multiple sensors (camera, microphone, heart rate monitor, and GPS) with advanced artificial intelligence techniques, including LSTM neural networks optimized by genetic algorithms to forecast emotions and heart rate, and a fuzzy logic model with 17 inference rules to assess risk levels. Implemented on a portable Raspberry Pi-based platform and validated with 20,000 real-world labeled records, TacDeAPred achieved over 94% accuracy and sub-second response times, demonstrating its effectiveness in anticipating aggressive behavior and enhancing operational safety for agents in complex environments.
DOI: 10.7929/issda/fuzv5t
title: Teagasc National Farm Survey, 2000-2017

description: The NFS has been conducted on an annual basis by Teagasc since 1972. The purpose of the survey is to determine the financial situation on Irish farms by measuring the level of gross output, costs and income across the spectrum of farming systems and sizes. A random nationally representative sample is selected each year in conjunction with the Central Statistics Office. Each farm in the survey is assigned a weighting factor so that the results of the survey are representative of the national population of farms. The survey is operated as part of the Farm Accountancy Data Network of the EU and it fulfils Ireland’s statutory obligation to provide data on farm output, costs and income to the European Commission on an annual basis. The principal measure of the income used is Family Farm Income per Farm (FFI). This is calculated by deducting all the farm costs (direct and overhead) from the value of farm gross output. Unpaid family labour is not included as a cost. FFI therefore represents the financial reward to all members of the family, who work on the farm, for their labour, management and investment. It does not include income from non-farming sources and thus may not be equated to household income.
DOI: 10.17632/sw7dsnhmjr
title: Design and Fabrication of Hierarchically Porous Polymer Composites by Powder Bed Fusion

description: Materials with adsorption functions have a wide range of applications in gas storage and separation, water purification, catalysis, etc. However, most of them show weak ability to form a specific shape, which limited their practical application. Additive manufacturing has the characteristic to manufacture complex structures, particularly forming porous structures. This paper demonstrates a universal method to manufacture hierarchical porous functional components by laser powder bed fusion. The porous structure at different scales was created through the design of the part, addition of milled salt as porogen and the addition of active carbon (AC). The active carbon had a dual function: pore integration with microscopic pores and adsorption. Once dissolved, the salt created macropores; while a lattice structure was adopted for the design of the component, which can further increase the macroscopic pores of the component and maximize the adsorption capacity. The CO2 adsorption capacity of sintered components with different AC/PA12 ratios and porous structures was tested. The 40wt% AC content exhibited a high CO2 adsorption capacity of 22.71 cm3g-1 at 1 bar at 25 ℃. The addition of salt as a method of enhancing the porous structure led to approximately 43% improvement over the typical standard AC/PA12 porous structure. 
The SEM images, CT images and the other data used in the draft is included in this group.
DOI: 10.17632/sw7dsnhmjr.1
title: Design and Fabrication of Hierarchically Porous Polymer Composites by Powder Bed Fusion

description: Materials with adsorption functions have a wide range of applications in gas storage and separation, water purification, catalysis, etc. However, most of them show weak ability to form a specific shape, which limited their practical application. Additive manufacturing has the characteristic to manufacture complex structures, particularly forming porous structures. This paper demonstrates a universal method to manufacture hierarchical porous functional components by laser powder bed fusion. The porous structure at different scales was created through the design of the part, addition of milled salt as porogen and the addition of active carbon (AC). The active carbon had a dual function: pore integration with microscopic pores and adsorption. Once dissolved, the salt created macropores; while a lattice structure was adopted for the design of the component, which can further increase the macroscopic pores of the component and maximize the adsorption capacity. The CO2 adsorption capacity of sintered components with different AC/PA12 ratios and porous structures was tested. The 40wt% AC content exhibited a high CO2 adsorption capacity of 22.71 cm3g-1 at 1 bar at 25 ℃. The addition of salt as a method of enhancing the porous structure led to approximately 43% improvement over the typical standard AC/PA12 porous structure. 
The SEM images, CT images and the other data used in the draft is included in this group.
DOI: 10.15468/dl.e7ycp8
title: Occurrence Download

description: A dataset containing 155 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pytilia lineata)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 155 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025580-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/zk4cjx8cpk.5
title: The role of hydrogen sulfide and trisulfur radical ion in molybdenum transport by hydrothermal fluids: implications for porphyry-epithermal Cu-Au-Mo deposits

description: Knowledge of the chemical speciation of molybdenum in fluids under hydrothermal conditions is key to understanding the formation of porphyry Cu-Au-Mo deposits, which are the primary economic source of copper, molybdenum and rhenium. However, the Mo-speciation yet remains inconsistent and incomplete for sulfur-bearing fluids typical of such environments. We have experimentally studied the role of hydrogen sulfide (H2S and HS‒) and the trisulfur radical ion (S3•‒) in the transport of molybdenum by hydrothermal fluids at 300 °C and 500 bar as a function of pH, redox conditions and sulfur concentration. We combined solubility measurements of molybdenite in hydrothermal reactors using fluid quenching or sampling, with in situ synchrotron X-ray absorption spectroscopy experiments and thermodynamic and molecular modeling. Our solubility and spectroscopic dataset is consistent with the formation of tetrathiomolybdate complex, MoS42‒, in reduced, H2S/HS‒-dominated neutral-to-alkaline pH fluids. A mixed complex with both sulfide and trisulfur radical ion as ligands, MoS3(S3)‒, prevails in more oxidized, acidic-to-neutral pH fluids at the sulfide-sulfate coexistence where S3•‒ is abundant. In both complexes, Mo is nominally hexavalent and in a first-shell tetrahedral coordination with sulfur atoms. The derived equilibrium constants of the formal solubility reactions (log10K):
MoS2(s) + 2 H2S0(aq) + 0.5 O2(g) = MoS42‒ + 2 H+ + H2O(liq) ,
MoS2(s) + H2S0(aq) + S3•‒ + 0.5 O2(g) = MoS3(S3)‒ + H2O(liq) , 
at 300 °C and 500 bar are 0.5±0.3 and 14.6±0.5, respectively. The solubility of MoS2(s) predicted using these constants aligns well with Mo concentrations measured in natural fluid inclusions in quartz that record S-rich fluids from porphyry-epithermal systems. In contrast, other types of Mo complexes invoked so far (molybdates, alkali ion pairs, oxy-chlorides or oxysulfides) are negligible at such conditions. Thus, trisulfur radical ion complexes may be important carriers of Mo in hydrothermal fluids and would require further systematic investigation across a wide range of temperature and pressure.

Digital database contains: 
1) Appendix_A including supplementary text, supplementary figures, supplementary tables, data for figure 1 of the main text (Tables S6-S9) and description of digital database;
2) digital data for figures 2-7 of the main text; 
3) digital data for figures presented in Appendix_A