cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17671959
title: MS-Net: Multi-Similarity based network annotation for untargeted metabolomics: Raw LC-MS data from Cannabis extract

description: Raw LC-MS data in POS and NEG mode acquired from Cannabis extracts to illustrate MS-Net workflow.

Acquisition method:

Chromatographic separation was carried out on a Vanquish UHPLC system (Thermo Fisher Scientific, Waltham, MA, USA) equipped with a Luna Omega Polar C18 analytical column (150 × 2.1 mm, 1.6 µm; Phenomenex, Torrance, CA, USA). The chromatographic system was coupled with a Vanquish Diode Array Detector (DAD), a Charged Aerosol Detector (CAD) and a Q-exactive Plus mass spectrometer (Thermo Fisher Scientific, Waltham, MA, USA). A dual-pump system was installed, where the first pump managed the separation at the column Level, and the second pump system generated a counter-gradient at the column outlet to maintain a constant mixture of 50% water and 50% acetonitrile. The separation was performed at a flow rate of 0.4 mL·min⁻¹ and at a column oven temperature of 40 °C, using a mobile phase composed of H₂O + 0.05% formic acid (A) and acetonitrile + 0.05% formic acid (B). A 1 µL injection of extracts at 10 mg·mL⁻¹ was introduced into the system. The applied gradient was as follows: 0 to 0.5 min, 2% B; 0.5 to 18 min, 98% B; 18 to 21 min, 98% B; 21 to 21.5 min, 2% B; and 21.4 to 24 min, 2% B.

Mass spectrometry detection was performed using a Q Exactive Plus instrument equipped with a heated electrospray ionization source (HESI-II) operating in positive and negative ionization modes with a resolution of 35,000 (MS1) and 17,500 (MS2). The collision energy was set to 10, 20, and 40 eV in stepped mode for data-dependent MS/MS acquisition. The capillary temperature was 300°C, and the mass scan range was 100–1,500 m/z for both MS1 and MS2. Data-dependent acquisition targeted the four most intense precursor ions per scan cycle.
DOI: 10.5281/zenodo.17671960
title: MS-Net: Multi-Similarity based network annotation for untargeted metabolomics: Raw LC-MS data from Cannabis extract

description: Raw LC-MS data in POS and NEG mode acquired from Cannabis extracts to illustrate MS-Net workflow.

Acquisition method:

Chromatographic separation was carried out on a Vanquish UHPLC system (Thermo Fisher Scientific, Waltham, MA, USA) equipped with a Luna Omega Polar C18 analytical column (150 × 2.1 mm, 1.6 µm; Phenomenex, Torrance, CA, USA). The chromatographic system was coupled with a Vanquish Diode Array Detector (DAD), a Charged Aerosol Detector (CAD) and a Q-exactive Plus mass spectrometer (Thermo Fisher Scientific, Waltham, MA, USA). A dual-pump system was installed, where the first pump managed the separation at the column Level, and the second pump system generated a counter-gradient at the column outlet to maintain a constant mixture of 50% water and 50% acetonitrile. The separation was performed at a flow rate of 0.4 mL·min⁻¹ and at a column oven temperature of 40 °C, using a mobile phase composed of H₂O + 0.05% formic acid (A) and acetonitrile + 0.05% formic acid (B). A 1 µL injection of extracts at 10 mg·mL⁻¹ was introduced into the system. The applied gradient was as follows: 0 to 0.5 min, 2% B; 0.5 to 18 min, 98% B; 18 to 21 min, 98% B; 21 to 21.5 min, 2% B; and 21.4 to 24 min, 2% B.

Mass spectrometry detection was performed using a Q Exactive Plus instrument equipped with a heated electrospray ionization source (HESI-II) operating in positive and negative ionization modes with a resolution of 35,000 (MS1) and 17,500 (MS2). The collision energy was set to 10, 20, and 40 eV in stepped mode for data-dependent MS/MS acquisition. The capillary temperature was 300°C, and the mass scan range was 100–1,500 m/z for both MS1 and MS2. Data-dependent acquisition targeted the four most intense precursor ions per scan cycle.
DOI: 10.15468/dl.vg7ph4
title: Occurrence Download

description: A dataset containing 71761 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "GadmGid is IND.36.1_1"
 ]
}

 The dataset includes 71761 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011551-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17728219
title: Performance of Benders algorithm for different decompositions of large-scale energy system expansion models: Code and model input data

description: This data set includes all main scripts and input data used for the working paper "Performance of Benders algorithm for different decompositions of large-scale energy system expansion models". All code is run with Python 3.12 with the packages included in the requirements.

Note that the input data uploaded in core/model_input_data are already prepared such that the data_prep.py does not need to be run. For transparency, it is still included in this data set.
DOI: 10.5281/zenodo.17185376
title: A list of alien taxa for South Africa: references used

description: Reference list for the list of alien taxa for South Africa v20250520 doi: 10.5281/zenodo.14937470

For details see Zengeya TA, Faulkner KT, Mtileni MP, Fernández Winzer L, Kumschick S, McCulloch-Jones EJ, Miza-Tshangana SA, Robinson TB, Sifuba A, Engelbrecht W, van Wilgen BW, Wilson JRU (preprint) A checklist of alien taxa for South Africa. bioRxiv: 2025.2005.2022.655507. doi:10.1101/2025.05.22.655507For more details see: http://iasreport.sanbi.org.zaFor the report itself see: http://dx.doi.org/10.5281/zenodo.8217182

The South African Department of Forestry, Fisheries and the Environment (DFFE) are thanked for funding noting that this dataset does not necessarily represent the views or opinions of DFFE or its employees
DOI: 10.15468/dl.vrmj34
title: Occurrence Download

description: A dataset containing 303 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "TaxonKey is Percilia irwini"
 ]
}

 The dataset includes 303 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011580-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13893425
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.48670/moi-00219
title: Nino 3.4 Sea Surface Temperature time series from Reanalysis
DOI: 10.21227/6gvw-vn30
title: "LibriLong"

description: "Speech is a tool for communication that conveys private information from one agent to another. In addition to the legitimate message, speech contains plenty of bundled side information, such as state of health, emotions, identity, and background, most of which is private. Speech technology, which processes, transmits, or stores speech, can thus expose users to a multitude of threats, such as price gouging, stalking, and identity theft. Protecting user privacy in speech applications is morally important, but since threats to users also reduce user satisfaction, it is also important for business.LibriLong data set is a collection of LibriVox public audio books with the aim of having a long sequence of speech data that resembles a streamed speech data from one individual speaker. The data set is primarily used for privacy analysis for streamed speech data. LibriLong consists of 64 different audio books each from an individual speaker where it contains 31 male and 33 female speakers. The length of speech data per speaker ranges from 2h:29m to 4h:54m hours (the shortest to the longest)."
DOI: 10.25850/nioz/7b.b.7j
title: Darci Rush

description: Anaerobic ammonium oxidation (anammox) is an important process in modern global nitrogen cycling. However, the contribution of anammox to ancient nitrogen biogeochemical cycles cannot currently be accounted for because the most characteristic lipid biomarkers of anammox bacteria, ladderane lipids containing concatenated series of cyclobutane moieties, do not preserve as such into the catagenetic window in the sedimentary record. Alternative lipid biomarkers that are more resistant to degradation are needed by the geochemical community to investigate the presence anammox in high maturity sediments and inform on past marine oxygen depletion, nitrogen cycling, and the formation of organic rich sediment such as black shale deposits. Here, we describe novel cyclic hydrocarbons produced by the simulated thermal maturation of anammox bacterial biomass. Alkyl branched tricyclic hydrocarbons were present in pyrolysates generated by hydrous pyrolysis experiments at temperatures &gt;200 °C, in the window of oil generation. Two-dimensional gas chromatography-mass spectrometry revealed that these artificial maturation experiments generated multiple series of cyclic hydrocarbons. A representative product was isolated by preparative gas chromatography, but was shown to be composed of two co-eluting components. Their structures were partially identified, by way of two-dimensional nuclear magnetic resonance (NMR), to be 4-octyl-tricyclo[7.3.0.02,8]dodecanes with the three concatenated rings comprising of 7, 4, and 5 carbons. This ring assemblage was further confirmed through NMR and mass spectral comparisons with four synthesized model compounds. The isolated components had a stable carbon isotopic composition similarly depleted in 13C as the ladderane fatty acids of the original anammox biomass, consistent with a ladderane lipid source. The C20 hydrocarbons could have formed from thermal ether cleavage and ring-opening of the C20-[5]- or [3]-ladderane glycerol ether, common membrane lipids of anammox bacteria. Molecular mechanic calculations were used to generate the relative structural stability of stereoisomers and the possible conversion steps to the formation of these components. These indicated that the 7-4-5 components were the result of the breakdown and rearrangement of bonds in the cyclobutane rings from biosynthetically-derived 4-4-4-4-4 ladderane lipids. These components were not detected in thermally mature sediment and rocks screened using conventional GC-MS analysis, however, by using more advanced chromatography methods these lipids may be still be helpful biomarkers for assessing past anammox in ancient sediments and crude oils.
DOI: 10.15468/dl.kp9y47
title: Occurrence Download

description: A dataset containing 3096 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Continent is Europe",
 "Country is France",
 "TaxonKey is Lynx",
 "Year 1995-2025"
 ]
}

 The dataset includes 3096 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011582-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q8h9ed
title: Occurrence Download

description: A dataset containing 186 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Brazil, Argentina, Bolivia (Plurinational State of))",
 "TaxonKey is Dioscorea coronata"
 ]
}

 The dataset includes 186 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011581-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wghu6r
title: Occurrence Download

description: A dataset containing 324 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anoplophora glabripennis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year is not null",
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 324 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011583-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48804/2ht1vb
title: Replication data for: The impact of post-harvest potato storage on (deep-fried) potato mash properties

description: The files include data about how long-term post-harvest potato storage impacts properties of (deep-fried) potato mashes. In this study, the composition of potatoes from Fontane and Challenger cultivars, the characteristics of their starches and the properties of mashes made from these potatoes stored for up to eight months were analyzed. Fontane potatoes underwent more storage induced changes that impacted the properties of (deep-fried) potato mashes compared to Challenger potatoes. For instance, only Fontane mashes showed an increase in firmness and viscoelasticity when potatoes were stored for a longer time. This could be linked to the decrease in moisture content of the potatoes and thus of the mashes made thereof. Moreover, more water evaporated during deep-frying and the resultant oil content of deep-fried potato mashes made from Fontane but not from Challenger potatoes increased as a function of the storage duration of the potatoes used to make them. Since the characteristics of starch and the molecular mobility in mashes were minimally impacted by potato storage for both cultivars, it is assumed that storage-induced changes in potato cell walls and/or pectin methyl esterase activity contribute to the observed differences between deep-fried mashes made from fresh versus stored Fontane potatoes. The acquired insights to help understand how potato storage can impact the properties of (deep-fried) potato mash-based products.
DOI: 10.15468/dl.yua9yb
title: Occurrence Download

description: A dataset containing 107619 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "DatasetKey is one of (Waarnemingen.be - Non-native animal occurrences in Flanders and the Brussels Capital Region, Belgium, Observations.be - Non-native species occurrences in Wallonia, Belgium)",
 "TaxonKey is Psittacula krameri"
 ]
}

 The dataset includes 107619 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011571-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17732959
title: Workdirectory für das Paper zur Evaluation von Datenintegration 3
DOI: 10.5281/zenodo.17732960
title: Workdirectory für das Paper zur Evaluation von Datenintegration 3
DOI: 10.5281/zenodo.17045205
title: Hydrological, physicochemical, and microbial characterization of the Mar Menor lagoon and its groundwater sources - General dataset

description: First release of the Mar Menor SGD general dataset. This dataset contains detailed information on groundwater and lagoon water collected in the Mar Menor coastal lagoon (SE Spain) from March 2021 to May 2022.

This dataset contains detailed information on stream water, groundwater, lagoon water, and soils collected in the Mar Menor coastal lagoon (SE Spain) from March 2021 to May 2022. The data includes physicochemical parameters (e.g., temperature, salinity, pH, dissolved oxygen), radionuclide activities (e.g., Ra-223, Ra-224, Ra-226, Ra-228), dissolved nutrient concentrations (NO3-, NO2-, NH4+, Si(OH)4, PO43-, TDN), dissolved organic carbon concentrations (DOC),  microbial parameters (e.g., total bacterial abundance, HNA fraction, 3H-leucine incorporation rates), and mercury chemical species (total dissolved mercury and dissolved methylmercury). 

This dataset was used to estimate the magnitude of different SGD pathways, including pollutant fluxes to the lagoon, and interpret their impact on microbial communities.
DOI: 10.5281/zenodo.17045204
title: Hydrological, physicochemical, and microbial characterization of the Mar Menor lagoon and its groundwater sources - General dataset

description: First release of the Mar Menor SGD general dataset. This dataset contains detailed information on groundwater and lagoon water collected in the Mar Menor coastal lagoon (SE Spain) from March 2021 to May 2022.

This dataset contains detailed information on stream water, groundwater, lagoon water, and soils collected in the Mar Menor coastal lagoon (SE Spain) from March 2021 to May 2022. The data includes physicochemical parameters (e.g., temperature, salinity, pH, dissolved oxygen), radionuclide activities (e.g., Ra-223, Ra-224, Ra-226, Ra-228), dissolved nutrient concentrations (NO3-, NO2-, NH4+, Si(OH)4, PO43-, TDN), dissolved organic carbon concentrations (DOC),  microbial parameters (e.g., total bacterial abundance, HNA fraction, 3H-leucine incorporation rates), and mercury chemical species (total dissolved mercury and dissolved methylmercury). 

This dataset was used to estimate the magnitude of different SGD pathways, including pollutant fluxes to the lagoon, and interpret their impact on microbial communities.
DOI: 10.6084/m9.figshare.30731823
title: Rising Millifluidics: A Practical Approach Towards Wide Application

description: This study provides a comprehensive review of millifluidic devices, the devices that handle liquids on the millimeter scale. Millifluidics is being developed as an extension of microfluidic technology. Millifluidic devices share a similar design, fabrication, and characterization approach compared to microfluidics; however, millifluidic devices have the advantages of low cost, high throughput, and visible fluid flow, and are much more accessible to researchers in various fields. The application fields of millifluidics are also similar to those of microfluidics, for example, chemical/bio reactions, micro/nanoparticle synthesis, droplet generation, and detection. According to recent developments in microfluidics and millifluidics, in certain fields, millifluidics tends to partially replace microfluidics, e.g., particle synthesis. In addition, more fluidics handling devices (e.g., test cartridges) have combined features of fluid manipulation structures in the micrometer and millimeter ranges. Artificial intelligence and machine learning have also been used for the design and control of millifluidic devices. This study provides a new insight into the conventional application field of microfluidics, which could be a low-cost, more accessible, high-throughput solution to real-world tasks in the chemical, biomedical, and environmental fields.
DOI: 10.6084/m9.figshare.30731823.v1
title: Rising Millifluidics: A Practical Approach Towards Wide Application

description: This study provides a comprehensive review of millifluidic devices, the devices that handle liquids on the millimeter scale. Millifluidics is being developed as an extension of microfluidic technology. Millifluidic devices share a similar design, fabrication, and characterization approach compared to microfluidics; however, millifluidic devices have the advantages of low cost, high throughput, and visible fluid flow, and are much more accessible to researchers in various fields. The application fields of millifluidics are also similar to those of microfluidics, for example, chemical/bio reactions, micro/nanoparticle synthesis, droplet generation, and detection. According to recent developments in microfluidics and millifluidics, in certain fields, millifluidics tends to partially replace microfluidics, e.g., particle synthesis. In addition, more fluidics handling devices (e.g., test cartridges) have combined features of fluid manipulation structures in the micrometer and millimeter ranges. Artificial intelligence and machine learning have also been used for the design and control of millifluidic devices. This study provides a new insight into the conventional application field of microfluidics, which could be a low-cost, more accessible, high-throughput solution to real-world tasks in the chemical, biomedical, and environmental fields.
DOI: 10.2908/ilc_hch12a
title: Enfants par état de santé général et risque de pauvreté ou d’exclusion sociale
title: Kinder nach Grad des allgemeinen Gesundheitszustandes und Armuts- oder sozialer Ausgrenzungsgefährdung
title: Children by level of general health and risk of poverty or social exclusion situation

description: Dieser Indikator zeigt die Verteilung der Kinder nach der wahrgenommenen allgemeinen Gesundheit des Kindes, unterteilt nach Armuts- oder sozialer Ausgrenzungsgefährdung. Die Beurteilung des allgemeinen Gesundheitszustands des Kindes wird von einem im selben Haushalt lebenden Erwachsenen vorgenommen.
description: This indicator shows the distribution of children by the perceived general/overall health of the child, by at risk of poverty or social exclusion situation. The assessment of the child's general health is provided by an adult living in the same household.
description: Cet indicateur présente la répartition des enfants selon la perception de leur état de santé général, en fonction de la situation de leur ménage vis-à-vis du risque de pauvreté ou d’exclusion sociale. L’évaluation de l’état de santé général de l’enfant est fournie par un adulte vivant dans le même ménage.
DOI: 10.2908/ilc_hch14a
title: Children with unmet needs for medical examination or treatment by type of health care and risk of poverty or social exclusion
title: Enfants avec des besoins non satisfaits d'examen ou traitement médical selon le type de soins de santé et le risque de pauvreté ou d’exclusion sociale
title: Kinder mit ungedecktem Bedarf an medizinischer Untersuchung oder Behandlung nach Art der Gesundheitsversorgung und Armuts- oder sozialer Ausgrenzungsgefährdung

description: Dieser Indikator misst den Anteil der Kinder, deren Bedarf an medizinischer oder zahnärztlicher Untersuchung bzw. Behandlung ungedeckt blieb, unterteilt nach Armuts- oder sozialer Ausgrenzungsgefährdung.
description: This indicator measures the proportion of children whose medical or dental examination/treatment needs were unmet, by at risk of poverty or sociale exclusion situation.
description: Cet indicateur mesure la proportion d’enfants dont les besoins en examen ou traitement médical ou dentaire n’ont pas été satisfaits, selon la situation de leur ménage vis-à-vis du risque de pauvreté ou d’exclusion sociale.
DOI: 10.15468/dl.v8uguj
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Korthalsia scaphigeroides"
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011587-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17734367
title: Toxicant Exposure and association with PCOS risk
DOI: 10.5281/zenodo.17734368
title: Toxicant Exposure and association with PCOS risk