cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.jseb9m
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bathytroctes microlepis 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 ((-16.8057 20.1434,-16.8896 19.8496,-9.0352 19.8496,-9.0352 28.8496,-11.635 28.8496,-11.7824 28.7359,-13.29 28.2942,-13.9623 27.0596,-14.8996 26.4375,-15.2884 25.5014,-15.3356 24.99,-16.4235 23.914,-16.8295 22.8081,-17.1762 22.5133,-17.4325 21.9756,-17.6012 20.7987,-17.3601 20.3805,-16.8057 20.1434))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010707-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15131/shef.data.28199933
title: Nonminimal coupling, quantum scalar field stress-energy tensor and energy conditions on global anti-de Sitter space-time

description: Data for the paper "Nonminimal coupling, quantum scalar field stress-energy tensor and energy conditions on global anti-de Sitter space-time", arXiv:2501.02320 [hep-th].We compute the renormalized expectation value of the stress-energy tensor operator for a quantum scalar field propagating on three-dimensional global anti-de Sitter space-time. The scalar field has general mass and nonminimal coupling to the Ricci scalar curvature, and is subject to Dirichlet, Neumann or Robin boundary conditions at the space-time boundary. We consider both vacuum and thermal states, and explore whether the weak and null energy conditions are satisfied by the quantum stress-energy tensor. We uncover a rather complicated picture: compliance with these two energy conditions depends strongly on the mass and coupling of the scalar field to the curvature, and the boundary conditions applied.
DOI: 10.15131/shef.data.28199933.v1
title: Nonminimal coupling, quantum scalar field stress-energy tensor and energy conditions on global anti-de Sitter space-time

description: Data for the paper "Nonminimal coupling, quantum scalar field stress-energy tensor and energy conditions on global anti-de Sitter space-time", arXiv:2501.02320 [hep-th].We compute the renormalized expectation value of the stress-energy tensor operator for a quantum scalar field propagating on three-dimensional global anti-de Sitter space-time. The scalar field has general mass and nonminimal coupling to the Ricci scalar curvature, and is subject to Dirichlet, Neumann or Robin boundary conditions at the space-time boundary. We consider both vacuum and thermal states, and explore whether the weak and null energy conditions are satisfied by the quantum stress-energy tensor. We uncover a rather complicated picture: compliance with these two energy conditions depends strongly on the mass and coupling of the scalar field to the curvature, and the boundary conditions applied.
DOI: 10.14470/8r7567391163
title: Mauritius Seismic Land Station

description: Broadband seismic station deployed in Mauritius under RHUM-RUM project. Waveform data are available from the GEOFON data centre, under network code 3E under CC-BY 4.0 license.
DOI: 10.15468/dl.7h63u4
title: Occurrence Download

description: A dataset containing 2030236 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Asia, Europe, North America, South America)",
 "OccurrenceStatus is Present",
 "TaxonKey is Culicidae",
 "Year 1970-2025"
 ]
}

 The dataset includes 2030236 records from 956 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007747-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w9jta7
title: Occurrence Download

description: A dataset containing 96787 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "DatasetKey is Waarnemingen.be - Non-native animal occurrences in Flanders and the Brussels Capital Region, Belgium",
 "TaxonKey is Psittacula krameri"
 ]
}

 The dataset includes 96787 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007773-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17712078
title: Raw RT-qPCR Cq values

description: Raw RT-qPCR Cq values for the two fish groups studied.

Group 1: Environmental DNA/RNA for non-invasive early detection and monitoring of pathogen dynamics in Atlantic salmon (Salmo salar) recirculating aquaculture systems (RAS).

Group 2: First field evidence of aerosolised SGPV, ISAV-HPR0, and IPNV in Atlantic salmon RAS highlights transmission and biosecurity risks.
DOI: 10.5281/zenodo.17712077
title: Raw RT-qPCR Cq values

description: Raw RT-qPCR Cq values for the two fish groups studied.

Group 1: Environmental DNA/RNA for non-invasive early detection and monitoring of pathogen dynamics in Atlantic salmon (Salmo salar) recirculating aquaculture systems (RAS).

Group 2: First field evidence of aerosolised SGPV, ISAV-HPR0, and IPNV in Atlantic salmon RAS highlights transmission and biosecurity risks.
DOI: 10.14470/9y7569325908
title: IMAGE (Integrated Methods for Advanced Geothermal Exploration)

description: IMAGE is a two year seismological experiment realized at the Reykjanes Peninsula by Philippe Jousset (GFZ Potsdam) and Gylfi P. Hersir (ISOR Iceland). Reykjanes Peninsula is located at the southwestern tip of Iceland, at the emergent part of the Mid-oceanic Ridge. This area has a high seismicity and is exploited for its high geothermal potential. The deployment is performed to carry out a local seismological study with techniques such as seismic tomography (earthquake based, e.g. Jousset et al., 2016, and ambient noise e.g., Martins et al., 2020). The aim of the seismic experiment is to monitor the seismic activity associated with the rift processes (Blank et al., 2020) and/or the induced seismicity.
The network comprised 30 onland stations (GIPP) and 21 Ocean Bottom Seismometers (Lobsters, DEPAS).
Onland stations were deployed from April 2014 until August 2015 and comprise 20 broadband seismic stations (Nanometrics Trillium Compact 120 s), 10 short-period sensors (Mark sensors 1 Hz) and data loggers (DATA-CUBE) with acquisition frequencies of 200 Hz.
Sensors were buried 30-40 cm deep in the ground in containers. Data gaps are minimal, and occurred every 3 months when the batteries were exchanged and data downloaded from the DATA-CUBEs.
OBS were deployed in August 2014 and recorded for about a year. From this dataset, a catalogue of about 2000 earthquakes could be extracted.
Waveform data are available from the GEOFON data centre, under network code 4L.
DOI: 10.6084/m9.figshare.30709865
title: <b>Raw Data collected for analysis of cross sectional study : Age related changes in human saliva</b>

description: Raw data collected from subjects to analyse age related related changes in salivary electrochemistry and ionic concentration
DOI: 10.6084/m9.figshare.30709865.v1
title: <b>Raw Data collected for analysis of cross sectional study : Age related changes in human saliva</b>

description: Raw data collected from subjects to analyse age related related changes in salivary electrochemistry and ionic concentration
DOI: 10.14470/l47552843299
title: Taskforce Tocopilla 2007

description: After the November 14, 2007 M7.7 Tocopilla earthquake in northern Chile, a local seismic network was installed in the rupture area between approximately Tocopilla and Antofagasta by the German Task Force for earthquakes (German Research Centre for Geosciences - GFZ) in order to record aftershocks. The network was composed of 20 mostly short period seismometers (L4-3D) and 5 strong motion instruments recording continuously with a sampling rate of 100 Hz; the average distance between these stations was ~15 km. Waveform data are available from the GEOFON data centre, under network code Y9 under CC-BY 4.0 license.
DOI: 10.5519/qd.hcwwrfbv
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.15468/dl.w53rhz
title: Occurrence Download

description: A dataset containing 96787 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "DatasetKey is Waarnemingen.be - Non-native animal occurrences in Flanders and the Brussels Capital Region, Belgium",
 "TaxonKey is Psittacula krameri"
 ]
}

 The dataset includes 96787 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007774-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u7fzsn
title: Occurrence Download

description: A dataset containing 84726 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (USA.14_1, USA.50_1, USA.24_1)",
 "OccurrenceStatus is Present",
 "TaxonKey is Bombus",
 "Year 2014-2024"
 ]
}

 The dataset includes 84726 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007759-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14470/4w7564850022
title: SEISVOL - Seismic and Infrasound Networks to study the volcano Oldoinyo Lengai

description: Oldoinyo Lengai in the North Tanzanian Divergence is the only active natrocarbonatite volcano world-wide and presents an important endmember magmatic system in a young rift segment of the East African Rift System. This volcano typically experiences long-duration episodes of natrocarbonatitic effusions with intermittent short-duration explosive eruptions. To better understand the role of the stress interactions and magma plumbing on the eruptions dynamics, this study aims to constrain the subsurface magmatic architecture of Oldoinyo Lengai, and a zone of ongoing seismicity and intrusive activity below the extinct 1 Ma-old Gelai shield volcano and active Naibor Soito monogenetic cone field. Waveform data are available from the GEOFON data centre, under network code 9J.
DOI: 10.15468/dl.znwm28
title: Occurrence Download

description: A dataset containing 3326 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((10.76135829077271 48.580129706489956, 10.761197977896162 48.58893908411737, 10.758449628982893 48.59755843581497, 10.753217606103853 48.60565633660222, 10.745702025247823 48.6129212523843, 10.736191210822405 48.619073563191584, 10.725050691478023 48.623876374816135, 10.712709148375433 48.627144693303066, 10.699641856468784 48.6287525989219, 10.68635226801479 48.62863813402795, 10.673352469259909 48.626805709505334, 10.661143291345953 48.62332593341804, 10.650194871921485 48.61833286873626, 10.640928443819487 48.61201882993673, 10.633700072674934 48.60462692630838, 10.628786979751705 48.5964416486308, 10.626376974486043 48.58777787177422, 10.6265613895538 48.578968705683096, 10.629331766565164 48.57035266899758, 10.634580389876664 48.56226068201855, 10.642104616233711 48.55500337851839, 10.651614805023206 48.54885921956658, 10.662745522833607 48.54406385832494, 10.67506958069314 48.54080115449414, 10.688114365617855 48.539196173023015, 10.701379851841333 48.53931042638038, 10.714357622471766 48.54113953588674, 10.726550199955307 48.54461339816018, 10.73748997390799 48.54959885055627, 10.746757027685222 48.55590473750062, 10.7539952003901 48.56328919075024, 10.758925778554344 48.5714688537773, 10.76135829077271 48.580129706489956))",
 "Year is one of (2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024, 2025)",
 "KingdomKey is one of (Animalia, Fungi, Plantae)"
 ]
}

 The dataset includes 3326 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007793-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cbwfqn
title: Occurrence Download

description: A dataset containing 926 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((2.79974 -36.56366,60.26464 -36.56366,60.26464 -13.55398,2.79974 -13.55398,2.79974 -36.56366))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cadaba aphylla"
 ]
}

 The dataset includes 926 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007791-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14470/4x7564679396
title: AlbACa – Albanian Earthquake Aftershock Campaign

description: On 26th of November 2019 an Mw 6.4 earthquake ruptured near the port town of Durres, only 25 km from Tirana, the capital of Albania. The earthquake caused major damage and killed 51 people, making it the deadliest earthquake in 2019 worldwide. The mainshock was relatively deep (~25 km) and of thrust type. In December 2019, a Hazard and Risk team (HART) from German Center for Geosciences (GFZ), Karslruhe Institute of Technology (KIT) in cooperation with the Institute of Geosciences, Energy, Water and Environment (IGEWE) of the Polytechnic University of Tirana, Albania installed a 30-station seismic network in the epicentral region to record aftershocks. Stations were equipped with short-period (1 Hz or 4.5 Hz) 3-component seismometers and CUBE data loggers recording continuously 100 sps. Waveform data are available from the GEOFON data centre, under network code 9K.
DOI: 10.15468/dl.q7ft8z
title: Occurrence Download

description: A dataset containing 19047 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia",
 "EventDate is greater than or equal to 1980-01-01",
 "EventDate is less than or equal to 2025-12-31",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation, Living Specimen, Occurrence evidence)",
 "Geometry POLYGON ((-88.92681 15.68285, -83.02684 15.68285, -83.02684 22.43325, -88.92681 22.43325, -88.92681 15.68285))"
 ]
}

 The dataset includes 19047 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007796-251120083545085/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.30695567
title: Cultivation of <i>Spirulina</i>(<i>Limnospira platensis</i>) using low cost media and its potential to address challenges posed by climate change in the semiarid regions of Southern Africa

description: This study contains the experimental data generated for the study titled <i>“Cultivation of Spirulina (Limnospira platensis) using low-cost media and its potential to address challenges posed by climate change in the semiarid regions of Southern Africa.”</i> The research was conducted at the Botswana International University of Science and Technology.The data were collected to evaluate the productivity of <i>Spirulina </i>grown in fertilizer-based low-cost media, with the aim of assessing its suitability for sustainable biomass production in resource-limited and climate-vulnerable environments. Measurements include <i>Spirulina</i> biomass yield, protein content and pigment productivity (including phycocyanin and chlorophyll). All values represent the outcomes of laboratory cultivation experiments designed to determine the feasibility of replacing conventional commercial media with affordable fertilizer-based alternatives.The recorded measurements were used to generate the figures presented in the manuscript and support the analysis of growth performance and biochemical composition under low-cost media conditions.<b>Files and variables</b>The file included with data sets is; <i>Results File_KMasisi</i>The file is provided in an uncompressed formatThe excel file contains the names of figures in the manuscript as sheet names. Figure 1 shows the Biomass productivity at different Fertilizer concentrations and Figure 2 shows the OD readings during growth measurement of Spirulina.Figure 3(a and b) shows the biomass and protein production data sets, 'R' in the data sets represents replication. Figure 4(a and b) shows the phycocyanin and chlorophyll production and 'R' represents the replicates.<b>Variables and Definitions</b><b>Variable</b><b>Definition</b><b>OD</b>Optical Density measurements<b>T1 and T7</b>Treatment 1 and 7, where T7 is the supplemented fertilizer media while T1 is media without supplementation(as indicated in table 1)<b>(g/l)</b>grams per litre<b>Equation 1</b>Specific growth rate equation calculated from OD measurements, results shown in Table 2.<b>Equation 2</b>Doubling time calculations made from specific growth rate, results shown in table 2.<b>Equation 3</b>Biomass calculation<b>Access information</b>Other publicly accessible locations of the data (sequence of organism used):NCBI(National Centre for Biotechnology Information)Data can be viewed using the following GeneBank linkhttps://www.ncbi.nlm.nih.gov/nucleotide/PP905718.1?report=genbank&log$=nuclalign&blast_rank=1&RID=J83BU6T3014&from=1&to=1031<b>Licence</b>; This dataset is shared under the Creative Commons CC BY 4.0 licence, permitting reuse with proper citation.
DOI: 10.6084/m9.figshare.30695567.v1
title: Cultivation of <i>Spirulina</i>(<i>Limnospira platensis</i>) using low cost media and its potential to address challenges posed by climate change in the semiarid regions of Southern Africa

description: This study contains the experimental data generated for the study titled <i>“Cultivation of Spirulina (Limnospira platensis) using low-cost media and its potential to address challenges posed by climate change in the semiarid regions of Southern Africa.”</i> The research was conducted at the Botswana International University of Science and Technology.The data were collected to evaluate the productivity of <i>Spirulina </i>grown in fertilizer-based low-cost media, with the aim of assessing its suitability for sustainable biomass production in resource-limited and climate-vulnerable environments. Measurements include <i>Spirulina</i> biomass yield, protein content and pigment productivity (including phycocyanin and chlorophyll). All values represent the outcomes of laboratory cultivation experiments designed to determine the feasibility of replacing conventional commercial media with affordable fertilizer-based alternatives.The recorded measurements were used to generate the figures presented in the manuscript and support the analysis of growth performance and biochemical composition under low-cost media conditions.<b>Files and variables</b>The file included with data sets is; <i>Results File_KMasisi</i>The file is provided in an uncompressed formatThe excel file contains the names of figures in the manuscript as sheet names. Figure 1 shows the Biomass productivity at different Fertilizer concentrations and Figure 2 shows the OD readings during growth measurement of Spirulina.Figure 3(a and b) shows the biomass and protein production data sets, 'R' in the data sets represents replication. Figure 4(a and b) shows the phycocyanin and chlorophyll production and 'R' represents the replicates.<b>Variables and Definitions</b><b>Variable</b><b>Definition</b><b>OD</b>Optical Density measurements<b>T1 and T7</b>Treatment 1 and 7, where T7 is the supplemented fertilizer media while T1 is media without supplementation(as indicated in table 1)<b>(g/l)</b>grams per litre<b>Equation 1</b>Specific growth rate equation calculated from OD measurements, results shown in Table 2.<b>Equation 2</b>Doubling time calculations made from specific growth rate, results shown in table 2.<b>Equation 3</b>Biomass calculation<b>Access information</b>Other publicly accessible locations of the data (sequence of organism used):NCBI(National Centre for Biotechnology Information)Data can be viewed using the following GeneBank linkhttps://www.ncbi.nlm.nih.gov/nucleotide/PP905718.1?report=genbank&log$=nuclalign&blast_rank=1&RID=J83BU6T3014&from=1&to=1031<b>Licence</b>; This dataset is shared under the Creative Commons CC BY 4.0 licence, permitting reuse with proper citation.
DOI: 10.5281/zenodo.17712092
title: Replication package for the study "Log-Periodicity: Fact or Fiction?"

description: This repository contains all Matlab scripts, data matrices, and documentation required to reproduce the results and figures in the study.

The study evaluates size-correct inference for the LPPLS (Log-Periodic Power Law Singularity) model and its residual-based ADF tests, employing bootstrap and Monte Carlo methods across S&P 500 (monthly and daily) and gold futures data.
DOI: 10.5281/zenodo.17404552
title: Replication package for the study "Log-Periodicity: Fact or Fiction?"

description: This repository contains all Matlab scripts, data matrices, and documentation required to reproduce the results and figures in the study.

The study evaluates size-correct inference for the LPPLS (Log-Periodic Power Law Singularity) model and its residual-based ADF tests, employing bootstrap and Monte Carlo methods across S&P 500 (monthly and daily) and gold futures data.
DOI: 10.14470/3r7563203557
title: Seismic sensing of hydraulic and sediment transport patterns below frozen subarctic river

description: Our understanding of the effects of ice on channel morphodynamics and bedload transport in northern rivers, frozen for several months, are hindered by the difficulties of ‘seeing’ through the ice. We use continuous seismic records of a small network at the Sävar River in northern Sweden to interpret processes and quantify water and sediment fluxes. We apply a seismic inversion approach to determine seasonal differences in hydraulics and bedload sediment transport under ice-covered vs. open-channel flow conditions and provide a first-order estimation of sediment flux in that Fennoscandian river. Analysis of seismic signals of ice-cracking support our visual interpretation of ice break-up timing and the main ice break-up mechanism as thermal rather than mechanical. Waveform data are available from the GEOFON data centre, under network code 8E, and are available under CC-BY 4.0 license.
DOI: 10.17172/nomad/2025.11.25-2
title: NOMAD dataset: Y6 PM6 TDDFT OPV
DOI: 10.15468/dl.spxbks
title: Occurrence Download

description: A dataset containing 2862 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Raphia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2862 records from 151 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007795-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17709924
title: Data on comparison of three sorbent materials (Affinisep HLB, Biotage HLB, Empore SDB-RPS) for passive sampling of pesticides in water

description: Each excel file contains a sheet called "README", which provides a detailed description of the individual sheets within that excel file.

Description of excel files:

File Dataset-1 contains data from a lab calibration of passive samplers with constant flow and continuous spiking of pesticides.

File Dataset-2 contains literature data on sampling rates for various passive sampler materials. 

File Dataset-3 contains data on a general uptake study (constant flow, initial spike of pesticides), spike & recovery experiment, and in-situ calibration of passive samplers.

 File Dataset-4 contains data on the calculation of mass transfer coefficients and resistance to mass transfer contributions (sorbent & water boundary layer) for the three sorbent materials