cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/zmq-zmc-1kc
title: Koeleria spicata (L.) Barberá, Quintanar, Soreng & P.M.Peterson

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zmq-zwr-yae
title: Plantae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zmr-359-dj0
title: Tofieldia pusilla (Michx.) Pers.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zmr-3zl-7qh
title: Stellaria alsine Grimm

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zmr-6a7-1hf
title: Carex vaginata Tausch

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zmr-7pg-pgw
title: Stellaria nemorum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zmq-lyy-74c
title: Fragaria vesca L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zmr-1sb-41v
title: Dactylorhiza maculata (L.) Soó

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zmr-c9c-ayy
title: Juncus effusus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zmr-e82-v7x
title: Arrhenatherum elatius (L.) P.Beauv. ex J.Presl & C.Presl

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zmr-m9w-3f0
title: Dryopteris cristata (L.) A. Gray

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zmr-tfa-849
title: Moehringia trinervia (L.) Clairv.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zms-2be-87p
title: Lathyrus japonicus var. maritimus (L.) J.T.Kartesz & Gandhi

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zms-53d-n9m
title: Plantae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zms-53h-x4v
title: Trollius europaeus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zms-5zc-h33
title: Carex vesicaria L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zms-9qq-6t5
title: Avenella flexuosa (L.) Drejer

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zms-c2x-xtx
title: Cardamine pratensis subsp. dentata (Schult.) Celak.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zms-jcq-jv1
title: Carex disperma Dewey

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zms-q7h-kcj
title: Carex viridula Michx.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zms-q7v-38d
title: Tofieldia pusilla (Michx.) Pers.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zms-qwv-lc0
title: Arabidopsis × suecica (Fr.) Norrl.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zms-vt2-9ms
title: Alchemilla monticola Opiz

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zmt-0fw-gma
title: Rhynchospora fusca (L.) W.T.Aiton

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zmt-0y4-8s6
title: Salix lapponum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zmt-144-g2b
title: Chenopodium L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zmt-412-kjd
title: Carex echinata Murray

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zmt-4x9-les
title: Sparganium emersum Rehmann

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zms-j3p-853
title: Poa remota Forselles

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3886/e237504v2-193412
title: Perceived Differences in Parent-child Education Expectations Increase Academic Cheating

description: Academic cheating can detrimentally impact students’ learning outcomes and increase the likelihood they will later behave unethically. To improve student learning outcomes, it is important to understand why students choose to cheat. Here we develop a model, based on guilt aversion and disappointment aversion, that predicts parent-child differences in educational expectations promote children’s dishonesty. We test this prediction using a nationally representative survey of secondary school students in China (N=6853). Our data reveal that children are substantially more likely to cheat when they perceive their parents as having either higher or lower educational expectations than the children have for themselves.
DOI: 10.3535/zmt-ben-btx
title: Arabidopsis × suecica (Fr.) Norrl.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zmt-bxc-2zt
title: Poa pratensis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zmt-efk-y7l
title: Nymphaea tetragona f. colorata

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zmt-mxx-w2z
title: Carex flacca Schreb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zmt-vdx-fvs
title: Carex dioica L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zmt-wm5-ggx
title: Betula pubescens Ehrh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zmv-59p-hn5
title: Rubus saxatilis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zmv-8b5-34k
title: Carex pseudocyperus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.5255/ukda-sn-6664-9
title: Annual Inquiry into Foreign Direct Investment, 1996-2019: Secure Access
title: AFDI; Annual Inquiry into Direct Investment in the UK

description: The &lt;i&gt;Annual Inquiry into Foreign Direct Investment&lt;/i&gt; (AFDI) collects financial data concerning Foreign Direct Investment (FDI). The survey is conducted in two parts: the inward FDI relates to foreign investment into the UK from foreign parent or subsidiary companies, while the outward FDI relates to investment by UK-based companies to their overseas parents or subsidiary companies. In particular, the AFDI surveys UK companies about their relationship with oversees affiliates in terms of flows of investment, earnings from investment and international investment positions. Companies are restricted to those where the foreign investment amounts to at least 10 percent of the ordinary shares or voting power.&lt;br&gt;
&lt;br&gt;
Two files are available for each year: for inward and outward FDI, respectively. Data on earnings for subsidiaries and branches are available, as well as transactions between UK companies and their foreign subsidiaries or parent companies, including transfers of capital.&lt;br&gt;
&lt;br&gt;
These data are useful to researchers who wish to analyse the relationship between UK companies and overseas-based parent companies or subsidiaries. The data are also useful for broader research into firm-level activity and foreign direct investment.&lt;br&gt;
&lt;br&gt;
Surveys are sent to enterprise group 'heads' (i.e. the headquarters of a company, which in turn may own a number of smaller companies) based in the UK. The register from which the firms are sampled comes from sources including HM Customs and Revenue, Dunn and Bradstreet's 'Worldbase' system, and ONS inquiries on Acquisitions and Mergers. Sampling is stratified and based on the value of the net investment position of the foreign affiliates (outward FDI) or the UK group (inward FDI). The sample is heavily weighted towards larger enterprise groups, which account for the vast majority of FDI assets. The largest firms all receive the survey forms, while only a proportion of the smaller firms receive the forms. The sample is rotated each year for the smaller firms. &lt;br&gt;
&lt;br&gt;
Data are collected on both the UK company and its foreign affiliate(s), which may be the overseas-based parent company or an overseas-based subsidiary.&lt;br&gt;
&lt;br&gt;
&lt;i&gt;Linking to other business studies&lt;/i&gt;&lt;br&gt;
These data contain Inter-Departmental Business Register reference numbers. These are anonymous but unique reference numbers assigned to business organisations. Their inclusion allows researchers to combine different business survey sources together. Researchers may consider applying for other business data to assist their research.&lt;br&gt;
&lt;br&gt;
&lt;i&gt;Latest edition information&lt;/i&gt;&lt;br&gt;
For the eighth edition (July 2021), the data files for 2017 have been updated, and the provisional data files for 2018 and 2019 have been added to the study. &lt;br&gt;
DOI: 10.3535/zmv-cjf-6pb
title: Alisma plantago-aquatica L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zmv-hst-h1j
title: Potamogeton gramineus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zmv-m8g-0xy
title: Poa angustifolia L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zmv-mpm-3ff
title: Carex elata All.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.34740/kaggle/dsv/13103498
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.5naabm
title: Occurrence Download

description: A dataset containing 190 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Percina suttkusi)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 190 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016868-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25946/27175995
title: Experiences of Support Workers

description: Facilitators and Barriers faced by disability workers in implementing sensory processing interventions for the adults with intellectual disabilities they support.
DOI: 10.25946/27175995.v1
title: Experiences of Support Workers

description: Facilitators and Barriers faced by disability workers in implementing sensory processing interventions for the adults with intellectual disabilities they support.
DOI: 10.15468/dl.vskqy6
title: Occurrence Download

description: A dataset containing 381 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tegillarca granosa",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 381 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016869-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pw2su9
title: Occurrence Download

description: A dataset containing 209 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rosa spinosissima",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 209 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016872-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z55g68
title: Occurrence Download

description: A dataset containing 564 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rosa spinosissima",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 564 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016870-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6vsag7
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rosa spinosissima",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 21 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016871-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17156464
title: Biomarkers in Hereditary Transthyretin Amyloidosis
title: master spreadsheet
DOI: 10.6084/m9.figshare.26790337
title: <i>A Dataset of Healthcare Road Accessibility in Australia: Service-Based Grouping and Residential Reachability</i>

description: This dataset provides national coverage of healthcare road accessibility in Australia, focusing on access to hospitals and ambulance stations. Hospitals are classified into four groups based on the number of clinical services they offer: Blue (&gt;16 services), Green (11–15), Orange (5–10), and Red (&lt;5). Ambulance stations are included without grouping to support additional access analysis.Road accessibility is calculated using time-based Network Voronoi Diagram across OpenStreetMap road networks. Estimated travel times are adjusted based on road speed limits and regional driving conditions (urban, regional, or remote). Two accessibility layers are provided: (1) a comprehensive set of road nodes showing distance (in kilometres) and travel time (in hours) to the nearest hospital in each group, and (2) a set of sampled residential address points, representing population perspectives, with linked nearest-hospital metrics for each group. Travel time accuracy was validated against Google Maps API, with average discrepancies of 3 minutes in urban areas, 10 minutes in regional areas, and 90 minutes in remote areas. Summary statistics are also available at the Local Government Area (LGA), Statistical Area Level 2 (SA2), and remoteness levels, allowing high-level regional comparisons. The dataset includes vector-based geospatial files representing hospitals, ambulance stations, road nodes, and residential samples. All layers use the GDA2020 datum (EPSG:7844) and are derived from the Australian Institute of Health and Welfare (hospital services), Digital Atlas Australia (ambulance locations), OpenStreetMap (road networks), Australian Bureau of Statistics (boundaries), and Geoscape G-NAF (residential addresses).<br><br>This dataset has interactive data visualisations applications to support transparency and practical exploration of the dataset which can be accessed at https://kiki-maulana.github.io/road_accessibility/ <br>
DOI: 10.6084/m9.figshare.26790337.v1
title: <i>A Dataset of Healthcare Road Accessibility in Australia: Service-Based Grouping and Residential Reachability</i>

description: This dataset provides national coverage of healthcare road accessibility in Australia, focusing on access to hospitals and ambulance stations. Hospitals are classified into four groups based on the number of clinical services they offer: Blue (&gt;16 services), Green (11–15), Orange (5–10), and Red (&lt;5). Ambulance stations are included without grouping to support additional access analysis.Road accessibility is calculated using time-based Network Voronoi Diagram across OpenStreetMap road networks. Estimated travel times are adjusted based on road speed limits and regional driving conditions (urban, regional, or remote). Two accessibility layers are provided: (1) a comprehensive set of road nodes showing distance (in kilometres) and travel time (in hours) to the nearest hospital in each group, and (2) a set of sampled residential address points, representing population perspectives, with linked nearest-hospital metrics for each group. Travel time accuracy was validated against Google Maps API, with average discrepancies of 3 minutes in urban areas, 10 minutes in regional areas, and 90 minutes in remote areas. Summary statistics are also available at the Local Government Area (LGA), Statistical Area Level 2 (SA2), and remoteness levels, allowing high-level regional comparisons. The dataset includes vector-based geospatial files representing hospitals, ambulance stations, road nodes, and residential samples. All layers use the GDA2020 datum (EPSG:7844) and are derived from the Australian Institute of Health and Welfare (hospital services), Digital Atlas Australia (ambulance locations), OpenStreetMap (road networks), Australian Bureau of Statistics (boundaries), and Geoscape G-NAF (residential addresses).<br><br>This dataset has interactive data visualisations applications to support transparency and practical exploration of the dataset which can be accessed at https://kiki-maulana.github.io/road_accessibility/ <br>
DOI: 10.15468/dl.5r4hny
title: Occurrence Download

description: A dataset containing 46151 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Citrus"
 ]
}

 The dataset includes 46151 records from 1054 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016873-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3rfqev
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tegillarca nodifera",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016874-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c83kfd
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rosa spinosissima",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 54 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016875-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qg7ffy
title: Occurrence Download

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

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016876-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.46k3se
title: Occurrence Download

description: A dataset containing 1084 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rosa spinosissima",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1084 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016877-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.azbutd
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Protomelas virgatus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016878-250914085247600/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.30161941
title: SDIEEE33123data

description: This is the dataset for IEEE 33-bus and 123-bus test systems
DOI: 10.6084/m9.figshare.30161941.v2
title: SDIEEE33123data

description: This is the dataset for IEEE 33-bus and 123-bus test systems
DOI: 10.6084/m9.figshare.30161941.v1
title: Data for IEEE 33-bus and 123-bus test systems

description: This is the dataset for IEEE 33-bus and 123-bus test systems
DOI: 10.3535/ttj-l5t-9ll
title: Trichilia catigua A. Juss.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/las-0ns-zv2
title: Jamesbrittenia amplexicaulis (Benth.) Hilliard

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/lyl-y3w-d99
title: Mitracarpus lhotzkyanus Cham.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/m2m-asg-6kg
title: Stryphnodendron adstringens (Mart.) Coville

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/36g-zlh-qd5
title: Faramea multiflora A. Rich.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/d3j-g6q-l6t
title: Hypericum lalandii Choisy

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/sy8-ghx-h8f
title: Zaluzianskya ovata (Benth.) Walp.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/2qy-t7z-r9n
title: Vellereophyton dealbatum (Thunb.) Hilliard & B. L. Burtt

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/3fp-hy6-yyj
title: Selago canescens L. f.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/s6a-25f-yyb
title: Cabralea canjerana subsp. polytricha (A. Juss.) T. D. Penn.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/kdp-7kr-wxn
title: Kohautia aspera (B. Heyne ex Roth) Bremek.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/l8h-5wm-vrs
title: Mulinum albovaginatum var. pauciflorum (Reiche) Zech

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.