cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.bvvz95
title: Occurrence Download

description: A dataset containing 382 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acacia drepanolobium Harms ex Y.Sjöstedt, Acacia drepanolobium Harms)"
 ]
}

 The dataset includes 382 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087122-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m5r9u6
title: Occurrence Download

description: A dataset containing 549 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Kunzea recurva Schauer)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 549 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087123-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5518/967
title: Data associated with " Global and local bioclimatic predilections for rebalancing the heating and cooling of buildings"

description: Air-conditioning relies on electricity that isn’t ubiquitous while policies encourage passive alternatives —yet cooling really should respond to occupants’ distress. Here I show where passive measures have been sufficient for comfort and identify local predilections for rebalancing demand between heating and cooling —apportioned by population neighboring meteorological stations. Access to air-conditioned shelter has been occasionally indispensable for 21% of population —generally between 20°S and 39°N and below 500m elevation. Meanwhile reverse-cycle air-source heat-pump/air-conditioning has been a reasonable expectation for 72% of the population. Refocusing on 9493 locations with ≥14 years of daily observations, stationary heating and cooling demands were found where 19% of population dwelt. Otherwise, summer cooling demand generally increased while winter heating demand decreased —except some mid-latitude continental areas demonstrated a predilection for both heating and cooling demands to increase. Over 30% of population dwelt where heating demand increased, while almost 65% dwelt where cooling demand increased. To estimate which HVAC package is locally appropriate, refer to nearby comparable meteorological stations detailed in the file “RESULTSout_1987-2020.csv” (n=16,582 records) that can be downloaded at doi.org/10.5518/967– but beware of microclimatic variability in urban heat islands.
DOI: 10.15468/sf85qg
title: Hypogean Crustacea recording scheme  - Hypogean macro-Crustacea records

description: NBN Gateway Dataset GA000514
DOI: 10.15468/dl.7h7c78
title: Occurrence Download

description: A dataset containing 390040 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Ireland, Svalbard and Jan Mayen, Portugal, Spain, France, Germany, Belgium, Netherlands, Denmark, Estonia, Latvia, Lithuania, Italy, Greece, Cyprus, Türkiye, Russian Federation, Ukraine, Romania, Bulgaria, Albania, Croatia, Austria, Slovakia, Poland)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Juniperus communis L."
 ]
}

 The dataset includes 390040 records from 1298 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087114-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q643mt
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Afroedura africana"
 ]
}

 The dataset includes 123 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006638-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m34y4u
title: Occurrence Download

description: A dataset containing 3249016 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 3249016 records from 183 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006576-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w4grx6
title: Occurrence Download

description: A dataset containing 3106 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chamaecrista glandulosa"
 ]
}

 The dataset includes 3106 records from 187 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006639-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d4bz5v
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAC1325"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006640-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u5xyws
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tradescantia pallida",
 "Country is Botswana",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006641-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r6kjt9
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Iberis peyerimhoffii"
 ]
}

 The dataset includes 12 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006642-250711103210423/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.29552093
title: Supplementary data

description: This dataset contains the source data for figures presented in the manuscript entitled "Carbon isotope perturbations are not primarily driven by volcanism during the Late Paleozoic Ice Age." The data include:(1) high-resolution organic carbon isotope (δ<sup>13</sup>C<sub>org</sub>) and n-alkane carbon isotope (δ<sup>13</sup>C<sub>n-alkane</sub>) records;(2) total mercury (Hg) concentrations, total organic carbon (TOC) contents, and related geochemical ratios (e.g., Hg/TOC);(3) zircon U-Pb geochronological data from volcanic ash layers. All data were obtained from the Huainan stratigraphic section on the North China Craton. These datasets were used to evaluate the relationship between Late Paleozoic carbon cycle perturbations and potential volcanic activity. The carbon and mercury records span the late Gzhelian to early Kungurian stages, while the zircon ages constrain key stratigraphic boundaries and geochemical excursions. Each sheet in the Excel file corresponds to data used for a specific figure in the manuscript. This dataset is provided to ensure transparency, reproducibility, and to support future research.
DOI: 10.6084/m9.figshare.29552093.v3
title: Supplementary data

description: This dataset contains the source data for figures presented in the manuscript entitled "Carbon isotope perturbations are not primarily driven by volcanism during the Late Paleozoic Ice Age." The data include:(1) high-resolution organic carbon isotope (δ<sup>13</sup>C<sub>org</sub>) and n-alkane carbon isotope (δ<sup>13</sup>C<sub>n-alkane</sub>) records;(2) total mercury (Hg) concentrations, total organic carbon (TOC) contents, and related geochemical ratios (e.g., Hg/TOC);(3) zircon U-Pb geochronological data from volcanic ash layers. All data were obtained from the Huainan stratigraphic section on the North China Craton. These datasets were used to evaluate the relationship between Late Paleozoic carbon cycle perturbations and potential volcanic activity. The carbon and mercury records span the late Gzhelian to early Kungurian stages, while the zircon ages constrain key stratigraphic boundaries and geochemical excursions. Each sheet in the Excel file corresponds to data used for a specific figure in the manuscript. This dataset is provided to ensure transparency, reproducibility, and to support future research.
DOI: 10.6084/m9.figshare.29552093.v2
title: Supplementary data

description: This dataset contains the source data for figures presented in the manuscript entitled "Carbon isotope perturbations are not primarily driven by volcanism during the Late Paleozoic Ice Age." The data include:(1) high-resolution organic carbon isotope (δ<sup>13</sup>C<sub>org</sub>) and n-alkane carbon isotope (δ<sup>13</sup>C<sub>n-alkane</sub>) records;(2) total mercury (Hg) concentrations, total organic carbon (TOC) contents, and related geochemical ratios (e.g., Hg/TOC);(3) zircon U-Pb geochronological data from volcanic ash layers. All data were obtained from the Huainan stratigraphic section on the North China Craton. These datasets were used to evaluate the relationship between Late Paleozoic carbon cycle perturbations and potential volcanic activity. The carbon and mercury records span the late Gzhelian to early Kungurian stages, while the zircon ages constrain key stratigraphic boundaries and geochemical excursions. Each sheet in the Excel file corresponds to data used for a specific figure in the manuscript. This dataset is provided to ensure transparency, reproducibility, and to support future research.
DOI: 10.6084/m9.figshare.29553872
title: Pump vibration data at 4 points and three different directions

description: This study is based on a set of vibration data collected from four different measurement points on industrial pumps (Pump.Model EA -200-50.Pump Iran Company). The data collection process was conducted over a 4-year period, from March 2020 to March 2024, by the condition monitoring unit of "PUMP IRAN" located in Tehran city During each inspection, which was carried out approximately every 60 days, vibration signals were recorded in three primary directions: axial, horizontal, and vertical. These signals were acquired through sensors mounted on the pump bodies. Each data sample consists of three numerical values corresponding to the vibration intensities in the aforementioned directions. To assess the operational status of the equipment, a functional label was assigned to each sample, indicating the condition of the pump at the time of measurement. These labels represent four distinct operational states, covering the spectrum from Normal operation to On the Verge of failure. In addition, each record includes a numerical variable indicating the number of days the pump remained in that particular state. This variable is later utilized as a target in modeling to predict the minimum duration of time a pump will continue operating under the same condition (Fig. 1).
DOI: 10.6084/m9.figshare.29553872.v1
title: Pump vibration data at 4 points and three different directions

description: This study is based on a set of vibration data collected from four different measurement points on industrial pumps (Pump.Model EA -200-50.Pump Iran Company). The data collection process was conducted over a 4-year period, from March 2020 to March 2024, by the condition monitoring unit of "PUMP IRAN" located in Tehran city During each inspection, which was carried out approximately every 60 days, vibration signals were recorded in three primary directions: axial, horizontal, and vertical. These signals were acquired through sensors mounted on the pump bodies. Each data sample consists of three numerical values corresponding to the vibration intensities in the aforementioned directions. To assess the operational status of the equipment, a functional label was assigned to each sample, indicating the condition of the pump at the time of measurement. These labels represent four distinct operational states, covering the spectrum from Normal operation to On the Verge of failure. In addition, each record includes a numerical variable indicating the number of days the pump remained in that particular state. This variable is later utilized as a target in modeling to predict the minimum duration of time a pump will continue operating under the same condition (Fig. 1).
DOI: 10.15468/dl.j8ekub
title: Occurrence Download

description: A dataset containing 7076 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Urochloa brizantha"
 ]
}

 The dataset includes 7076 records from 288 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006643-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hdaazu
title: Occurrence Download

description: A dataset containing 1010 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chamaecrista ochnacea"
 ]
}

 The dataset includes 1010 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006644-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.acd8gt
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAC1328"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006645-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e2k42q
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cenchrus biflorus",
 "Country is Botswana",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006646-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ct9km
title: Occurrence Download

description: A dataset containing 103270 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Asclepias syriaca"
 ]
}

 The dataset includes 103270 records from 484 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006567-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zeudnd
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Draba humillima"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006647-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p946pz
title: Occurrence Download

description: A dataset containing 394662 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyanocorax yncas"
 ]
}

 The dataset includes 394662 records from 286 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006573-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4kfqhd
title: Occurrence Download

description: A dataset containing 379096 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dicrurus adsimilis"
 ]
}

 The dataset includes 379096 records from 169 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006577-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6gh2rm
title: Occurrence Download

description: A dataset containing 230 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Porifera diversity and distribution data in the Southern Gulf of Mexico"
 ]
}

 The dataset includes 230 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007078-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u5tf4f
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ramboldia insidiosa",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022400-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.20383/102.0464
title: SuperDARN 2000 DAT

description: SuperDARN DAT files for the calendar year 2000. INSTRUMENT INFORMATION AND RULES OF THE ROAD: *** Before downloading and using the data, make sure to read the README file in the top directory of this collection. *** SuperDARN is an international collaboration operating high frequency (HF) radars deployed in the northern and southern hemispheres to measure ionospheric plasma circulation. Each partner institution secures funding and manages operations for their own facilities. The continued availability of SuperDARN data depends on the proper acknowledgement of data by its users. Guidelines for data acknowledgement are as follows: When data from an individual radar or radars are used, users must contact the principal investigator(s) of those radar(s) to obtain the appropriate acknowledgement information and to offer collaboration, where appropriate. Contact information is available in the README file for this collection. For all usage of SuperDARN data, users are asked to include the following standard acknowledgement text: “The authors acknowledge the use of SuperDARN data. SuperDARN is a collection of radars funded by national scientific funding agencies of Australia, Canada, China, France, Italy, Japan, Norway, South Africa, United Kingdom and the United States of America.” While SuperDARN has an open data use policy, i.e., prior permission to access and analyse the data is not required, the data user is strongly encouraged to establish early contact with any Principal Investigator whose data are involved in the project to discuss the intended usage and collaboration. Data can be subject to limitations that are not immediately evident to users. In addition, some data are embargoed for use by designated Principal Investigators for a period of one year. SuperDARN and the organizations that contributed data must be acknowledged in all reports and publications that use SuperDARN data. The SuperDARN Executive Council (see list in the README) must be notified before data are redistributed through another database. The data are not to be used for commercial purposes. If you have any questions about appropriate use of these data, contact any SuperDARN Principal Investigator.
DOI: 10.6084/m9.figshare.31347820
title: Evocative imagery at whose expense? Critical perspectives on Viking Age mortuary reconstructions

description: This article critically examines Viking Age mortuary reconstructions, a genre of archaeological imagery increasingly influential in scholarly and popular contexts. Focusing on Scandinavian examples produced since 2000, the study interrogates the emotive, affective and ethical dimensions of these visualizations. Employing a visual social semiotic framework, it analyses vantage points, colour schemes, bodily representations and gender codings to demonstrate how artistic decisions intersect with archaeological interpretation. The study identifies recurring dramatization, sexualization and sensationalism, particularly in depictions of women, alongside anthropocentric distinctions in portrayals of humans and animals. Despite claiming naturalistic realism, these images frequently obscure evidential uncertainties, thereby consolidating exceptional cases as normative representations of Viking Age practices. The article calls for increased transparency, ethical reflexivity and peer review in the production of mortuary reconstructions, contending that such images are ethically consequential acts that shape post-mortem dignity and contemporary engagements with the Viking past.
DOI: 10.6084/m9.figshare.31347820.v1
title: Evocative imagery at whose expense? Critical perspectives on Viking Age mortuary reconstructions

description: This article critically examines Viking Age mortuary reconstructions, a genre of archaeological imagery increasingly influential in scholarly and popular contexts. Focusing on Scandinavian examples produced since 2000, the study interrogates the emotive, affective and ethical dimensions of these visualizations. Employing a visual social semiotic framework, it analyses vantage points, colour schemes, bodily representations and gender codings to demonstrate how artistic decisions intersect with archaeological interpretation. The study identifies recurring dramatization, sexualization and sensationalism, particularly in depictions of women, alongside anthropocentric distinctions in portrayals of humans and animals. Despite claiming naturalistic realism, these images frequently obscure evidential uncertainties, thereby consolidating exceptional cases as normative representations of Viking Age practices. The article calls for increased transparency, ethical reflexivity and peer review in the production of mortuary reconstructions, contending that such images are ethically consequential acts that shape post-mortem dignity and contemporary engagements with the Viking past.
DOI: 10.6084/m9.figshare.31347823
title: Neuroevolution and Neuroswarm with Hooke-Jeeves Local Search Algorithm for Predicting the Construction Effort of Software Projects

description: Software construction corresponds to one of the software development life cycle (SDLC) activities. It consists of coding, unit testing, integration testing, and debugging activities. The SDLC effort (i.e. the number of person-hours) is an important variable predicted for budgeting the software projects. A common practice in software managers is to predict the effort by SDLC activity. Accordingly, we propose the incorporation of the Hooke-Jeeves (HJ) local search algorithm in particle swarm optimization (PSO), and genetic algorithms (GA) for tuning the hyperparameters of three types of neural networks, whose accuracies were compared to that of a statistical regression model. All of the models were applied for predicting the construction effort of software projects selected from an international public repository of software projects. Results allow concluding that a fully connected neural networks optimized with HJ, GA, and PSO can be used by software managers for predicting the construction effort of new or maintained software projects.