cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14605133
title: Respostas ao inquérito sobre o impacto da política de alojamentos web nas Unidades de Investigação da NOVA FCSH

description: Respostas ao inquérito por questionário sobre o impacto da política de alojamentos web nas Unidades de Investigação da NOVA FCSH, realizado entre outubro e novembro de 2024. O conjunto de dados arquivado contém informação sensível, não podendo ser disponibilizado publicamente.
DOI: 10.5281/zenodo.14605132
title: Respostas ao inquérito sobre o impacto da política de alojamentos web nas Unidades de Investigação da NOVA FCSH

description: Respostas ao inquérito por questionário sobre o impacto da política de alojamentos web nas Unidades de Investigação da NOVA FCSH, realizado entre outubro e novembro de 2024. O conjunto de dados arquivado contém informação sensível, não podendo ser disponibilizado publicamente.
DOI: 10.15468/dl.ppnj85
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Living Specimen)",
 "TaxonKey is Siebenrockiella leytensis"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005994-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r3fdkj
title: Occurrence Download

description: A dataset containing 1272 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Prosthechea cochleata"
 ]
}

 The dataset includes 1272 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005995-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zpvav5
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Living Specimen)",
 "TaxonKey is Staurotypus salvinii"
 ]
}

 The dataset includes 42 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005999-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kje9n4
title: Occurrence Download

description: A dataset containing 488 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Prosthechea vitellina"
 ]
}

 The dataset includes 488 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005998-251120083545085/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/13852917
title: Mahanagar Yatayat Transport Dataset
DOI: 10.15468/dl.8d5293
title: Occurrence Download

description: A dataset containing 23492 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Field Museum of Natural History (Geology) Paleobotany Collection"
 ]
}

 The dataset includes 23492 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006000-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d3hnm8
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Iran (Islamic Republic of)",
 "GadmGid is one of (IRN.12_1, IRN.17_1, IRN.16_1, IRN.7.16_1, IRN.14_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Laudakia nupta"
 ]
}

 The dataset includes 110 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006002-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17177174
title: Example dataset for N-SDM workflow

description: This dataset is an example for modeling habitat suitability using the N-SDM workflow. It focuses on three species (Larix decidua, Capra ibex, and Cantharellus cibarius) at 100-meter resolution across Switzerland, covering both the current period (1980–2021) and a future period (2070–2100). The dataset is intended for demonstration and testing, enabling users to reproduce the workflow setup, follow the folder and naming conventions, and explore the functionality of N-SDM on a case study.

The archive contains a structured set of folders that mirror the expected N-SDM data architecture:





covariates: environmental and climatic predictor layers.




species: occurrence data for model training and evaluation.




masks: optional spatial masks used to constrain predictions.




background: optional raster bias (weight) files for constraining background point sampling.



Data sources:





Global-level occurrence data (varying spatial precision) were obtained from GBIF https://www.gbif.org/ (DOI: 10.15468/dl.fktyas).




Regional-level occurrence data (aggregated at a 100 m resolution) were provided by the Swiss Species Information Center, InfoSpecies https://www.infospecies.ch (DOI: 10.15468/htjezm), and are shared after agreement with InfoSpecies.




Climatic covariates (~1 km resolution) were sourced from CHELSA (DOI: 10.1038/s41597-021-01084-6).




Environmental covariates (resampled at a 100 m resolution) were sourced from the SWECO25 database (DOI: 10.1038/s41597-023-02899-1).











 

HPC-side download and extraction






# go to your target nsdm directory
 cd ./nsdm

# download the archive (resume if interrupted)
wget -c "https://zenodo.org/record/17177174/files/data.zip?download=1" -O data.zip

# unzip and overwrite existing files if needed
unzip -o data.zip

# optional: clean up
rm data.zip
DOI: 10.5281/zenodo.17177173
title: Example dataset for N-SDM workflow

description: This dataset is an example for modeling habitat suitability using the N-SDM workflow. It focuses on three species (Larix decidua, Capra ibex, and Cantharellus cibarius) at 100-meter resolution across Switzerland, covering both the current period (1980–2021) and a future period (2085). The dataset is intended for demonstration and testing, enabling users to reproduce the workflow setup, familiarize with the folder and naming conventions, and explore the functionality of N-SDM on a case study.

The archive contains a structured set of folders that mirror the expected N-SDM ./data folder architecture:





covariates: environmental and climatic covariate layers.




species: occurrence data for model training and evaluation.




masks: optional spatial masks used to constrain predictions.




background: optional weighting (random_w) and biogeographic filtering (random_biog) raster and shapefiles for constraining background point sampling.



Data sources:





Global-level occurrence data (varying spatial precision) were obtained from GBIF https://www.gbif.org/ (DOI: 10.15468/dl.fktyas).




Regional-level occurrence data (aggregated at a 100 m resolution) were provided by the Swiss Species Information Center, InfoSpecies https://www.infospecies.ch (DOI: 10.15468/htjezm), and are shared after agreement with InfoSpecies.




Climatic covariates (~1 km resolution) were sourced from CHELSA (DOI: 10.1038/s41597-021-01084-6).




Environmental covariates (resampled at a 100 m resolution) were sourced from the SWECO25 database (DOI: 10.1038/s41597-023-02899-1).











 

HPC-side download and extraction






# go to your target nsdm directory
 cd ./nsdm

# download the archive
wget -c "https://zenodo.org/record/17350436/files/data.zip?download=1" -O data.zip

# unzip
unzip -o data.zip

# optional: clean up
rm data.zip
DOI: 10.3886/e220941v2-191886
title: Aging Concerns, Challenges, and Everyday Solution Strategies (ACCESS) Phase 2

description: This study was conducted as part of the Rehabilitation Engineering Research Center on Technologies to Support Aging among People with Long-Term Disabilities (RERC TechSAge). The Aging Concerns, Challenges, and Everyday Solutions (ACCESS) project, a mixed-methods investigation into the daily challenges faced by individuals aging with long-term disabilities. Participants completed questionnaires and a structured interview exploring the nature and distribution of challenges with activities at home and in the community, as well as their response strategies to manage these challenges. ACCESS data are being used to develop a taxonomy of everyday support needs and provide guidance for the design of supportive technologies for this understudied population. The current dataset is for phase 2 of the ACCESS study (N=180) which focused on three target populations: (1) individuals who are late-deafened and use English as their primary language; (2) individuals with multiple sclerosis (MS); and (3) individuals with vision loss (due to macular degeneration or glaucoma). There were 60 individuals in each group.
description: Response Rates: Of the 428 individuals who expressed interest in the study, 231 completed the screening (via phone or Zoom). Of these, 41 were excluded due to ineligibility (n=40) or lack of interest (n=1). 190 individuals were enrolled in the study; of these, data were excluded for 10 participants for reasons including: piloting/materials testing (n=3), unable to reach (n=3), no longer interested (n=1), failure to complete questionnaires (n=1) poor interview audio recording (n=1), and family emergency (n=1). The final sample includes 180 participants (42% response rate).
description: Presence of Common Scales: Several Likert-type scales were used. See technical report for information on source materials and the full assessments (Remillard, Koon, Bayles, Mumma, Singleton, & Rogers, 2023).
description: Convenience sample
description: Three distinct target populations of adults aging with long-term disability: (1) individuals who are late-deafened and use English as their primary language; (2) individuals with multiple sclerosis (MS); and (3) individuals with vision loss (due to macular degeneration or glaucoma).<br><br>To be eligible for this study, participants had to meet the following general inclusion criteria: be between the ages of 60 and 80; able to communicate in English via phone or Zoom video; live in the United States; and pass the Telephone Interview for Cognitive Status-Modified (TICS-M) (&gt; or equal to 32).<br><br>Participants were also required to meet the criteria for one of the three target groups (late-deafened, MS, vision loss) and have been living with that diagnosis for at least 10 years. Smallest Geographic Unit: United States
description: mail questionnaire; mixed mode; other; telephone interview; web-based survey;
DOI: 10.15468/dl.y3qt9m
title: Occurrence Download

description: A dataset containing 2944 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is IRN",
 "OccurrenceStatus is Present",
 "TaxonKey is Linaria cannabina"
 ]
}

 The dataset includes 2944 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006003-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ng9zjs
title: Occurrence Download

description: A dataset containing 316 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "TaxonKey is Hericium erinaceus"
 ]
}

 The dataset includes 316 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006004-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6vzdjf
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Living Specimen)",
 "TaxonKey is Sternotherus depressus"
 ]
}

 The dataset includes 20 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006006-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17701624
title: Data for "Tracking whip-poor-will habitat use within a disturbance-dependent ecosystem"

description: GPS data for Eastern Whip-poor-wills at the Altona Flat Rock pine barrens in New York, USA.
DOI: 10.5281/zenodo.15365456
title: Data for "Tracking whip-poor-will habitat use within a disturbance-dependent ecosystem"

description: GPS data for Eastern Whip-poor-wills at the Altona Flat Rock pine barrens in New York, USA.
DOI: 10.15468/dl.tnsg2e
title: Occurrence Download

description: A dataset containing 538299 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Felidae"
 ]
}

 The dataset includes 538299 records from 1621 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005962-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ct7tv7
title: Occurrence Download

description: A dataset containing 9918 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-980.0",
 "Geometry POLYGON((-126.80228 26.99004,-71.03983 26.99004,-71.03983 53.72546,-126.80228 53.72546,-126.80228 26.99004))",
 "TaxonKey is Carduus nutans L."
 ]
}

 The dataset includes 9918 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003940-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25914/pn15-e468
title: ERA5-derived humid-heat data
DOI: 10.15468/dl.2svbee
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paphiopedilum notatisepalum"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049241-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f7t8r9
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Rhododendron cerasinum Tagg"
 ]
}

 The dataset includes 43 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001364-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/tnkdysy4db.1
title: Build_PC: Mobile Augmented Reality for Supporting PC Hardware Learning with Low Mental Workload

description: The use of emerging technologies such as Mobile Augmented Reality (MAR) in education has gained relevance, especially in technical areas such as PC hardware learning. However, a persistent problem is the cognitive load that these applications may impose on students, which could affect learning effectiveness and acceptance. This issue is crucial, as a high mental workload can lead to disengagement and lower knowledge retention. Previous studies have explored technological solutions for education, but in many cases failed to optimize cognitive load or generate a satisfactory learning environment. This study proposes a MAR application called Build_PC, designed for hands-on teaching of PC hardware. The NASA-TLX tool was used to evaluate the mental workload in 60 students, analyzing dimensions such as mental, physical, temporal, performance, effort and frustration level. The results show a low mental workload among students, suggesting that Build_PC achieves a balance between task complexity and interface usability. These findings have significant implications: the use of Build_PC in education enables effective, autonomous learning in a technologically advanced environment without imposing excessive mental workload. This supports MAR's potential as an effective and sustainable learning tool, particularly in contexts where access to physical laboratories is limited.
DOI: 10.17632/tnkdysy4db.2
title: Build_PC: Mobile Augmented Reality for Supporting PC Hardware Learning with Low Mental Workload

description: The use of emerging technologies such as Mobile Augmented Reality (MAR) in education has gained relevance, especially in technical areas such as PC hardware learning. However, a persistent problem is the cognitive load that these applications may impose on students, which could affect learning effectiveness and acceptance. This issue is crucial, as a high mental workload can lead to disengagement and lower knowledge retention. Previous studies have explored technological solutions for education, but in many cases failed to optimize cognitive load or generate a satisfactory learning environment. This study proposes a MAR application called Build_PC, designed for hands-on teaching of PC hardware. The NASA-TLX tool was used to evaluate the mental workload in 60 students, analyzing dimensions such as mental, physical, temporal, performance, effort and frustration level. The results show a low mental workload among students, suggesting that Build_PC achieves a balance between task complexity and interface usability. These findings have significant implications: the use of Build_PC in education enables effective, autonomous learning in a technologically advanced environment without imposing excessive mental workload. This supports MAR's potential as an effective and sustainable learning tool, particularly in contexts where access to physical laboratories is limited.
DOI: 10.15468/dl.3tv8g5
title: Occurrence Download

description: A dataset containing 4113219 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is ESP.2_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 4113219 records from 684 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001324-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wf8v8q
title: Occurrence Download

description: A dataset containing 26865 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parabuteo unicinctus (Temminck, 1824)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Year is greater than or equal to 1810",
 "Year is less than or equal to 2019",
 "Month is greater than or equal to April",
 "Month is less than or equal to September",
 "EventDate is not null",
 "Country is United States of America",
 "Geometry POLYGON((-63 22, -63 51, -126 51, -126 22, -63 22))"
 ]
}

 The dataset includes 26865 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013661-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15487614
title: phylogeny_phylodiversity_workflow_tuto
DOI: 10.5281/zenodo.15487615
title: phylogeny_phylodiversity_workflow_tuto
DOI: 10.15468/dl.w6w83f
title: Occurrence Download

description: A dataset containing 41062 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "IucnRedListCategory is one of (NT, VU, EN, CR)",
 "OccurrenceStatus is Present",
 "Year 2022-2025"
 ]
}

 The dataset includes 41062 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013660-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60681/whg-dataset-1593
title: Usaybia.net Places (usaybia:v0.4-beta with WHG enrichments)

description: Places from the index of the LHOM edition and translation of Ibn Abī Uṣaybiʿa. Place descriptions have generally been quoted, corrected, or adapted from the index.

+ This version of the dataset includes some reconciliation work from WHG on the usaybia:v0.4-beta (ID 765) and Usaybia 2023 versions.

+ Country codes have been added for 200+ places.

+ Places with the types "unknown," "composite," "building," and "designated-place" have been removed to improve the reconciling process.
DOI: 10.15468/dl.hf6wbb
title: Occurrence Download

description: A dataset containing 527 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Asia, Europe, North America)",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aonidiella aurantii"
 ]
}

 The dataset includes 527 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030344-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ganwc2
title: Occurrence Download

description: A dataset containing 1448 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vaccinium dunalianum"
 ]
}

 The dataset includes 1448 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030343-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g3fe9j
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is The Bird Collection of the University Museum Bergen",
 "OccurrenceStatus is Present",
 "TaxonKey is Uria aalge",
 "Year 1000-1950"
 ]
}

 The dataset includes 56 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030345-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t9vjmf
title: Occurrence Download

description: A dataset containing 66486 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Descurainia sophia)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 66486 records from 902 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030323-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sm5sds
title: Occurrence Download

description: A dataset containing 3178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is New Zealand",
 "TaxonKey is Hedera helix"
 ]
}

 The dataset includes 3178 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030347-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57841/casdc.0005817
title: 辽宁省第三次全国农作物种质资源普查与收集数据集
DOI: 10.6084/m9.figshare.30608036.v1
title: Cloud type product over the Tibetan Plateau

description: 该数据集源自CERES卫星对云顶温度、云光学厚度和云量的观测，并应用Bao等提出的云分类算法生成TIFF格式的月度云量数据。数据涵盖2001年1月至2023年12月的空间范围为20°–45°N和65°–110°E，时间段为2001年1月至2023年12月。按云层高度分为高、中、低云量，分别存储在“高”、“中”、“低”文件夹中，便于分类使用和分析。