cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh1140374.10fu
title: SH1140374.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1140376.10fu
title: SH1140376.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1140379.10fu
title: SH1140379.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1140381.10fu
title: SH1140381.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1140382.10fu
title: SH1140382.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1140385.10fu
title: SH1140385.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1140386.10fu
title: SH1140386.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15468/dl.5bknmz
title: Occurrence Download

description: A dataset containing 268 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia dealbata",
 "HasCoordinate is true",
 "Country is Switzerland"
 ]
}

 The dataset includes 268 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005210-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14501017
title: Result data related to "Tröndle et el (2025): Socially preferable and technically feasible: European citizens choose solar power and import independence over lower costs"

description: Result data from "Tröndle et al (2025): Socially preferable and technically feasible: European citizens choose solar power and import independence over lower costs".

This repository contains inference results of our main statistical choice model. In addition, it includes choice predictions for all scenarios. All data are within netCDF files (*.nc) and can be opened for example with ArviZ. For the original choice data used in the models, see section "Related works" below.



choice-model-inference.nc: Inference results of the multi-level choice model.

scenario-choice-techmix.nc: Choice predictions for scenarios of the technology mix study.

scenario-choice-sufficiency.nc: Choice predictions for scenarios of the self-sufficiency study.

trace-plot.png: Trace plot of the main parameters of the multi-level choice model.


If you want to reproduce these data, see workflow cited in the "Related works" section below.

If you use this dataset in an academic publication, please cite the following article:





Tröndle, T., Mey, F., & Lilliestam, J. (2025). Socially preferable and technically feasible: European citizens choose solar power and import independence over lower costs. Energy Research & Social Science, 129, 104364.
DOI: 10.5281/zenodo.14501018
title: Result data related to "Tröndle et el (2025): Socially preferable and technically feasible: European citizens choose solar power and import independence over lower costs"

description: Result data from "Tröndle et al (2025): Socially preferable and technically feasible: European citizens choose solar power and import independence over lower costs".

This repository contains inference results of our main statistical choice model. In addition, it includes choice predictions for all scenarios. All data are within netCDF files (*.nc) and can be opened for example with ArviZ. For the original choice data used in the models, see section "Related works" below.



choice-model-inference.nc: Inference results of the multi-level choice model.

scenario-choice-techmix.nc: Choice predictions for scenarios of the technology mix study.

scenario-choice-sufficiency.nc: Choice predictions for scenarios of the self-sufficiency study.

trace-plot.png: Trace plot of the main parameters of the multi-level choice model.


If you want to reproduce these data, see workflow cited in the "Related works" section below.

If you use this dataset in an academic publication, please cite the following article:





Tröndle, T., Mey, F., & Lilliestam, J. (2025). Socially preferable and technically feasible: European citizens choose solar power and import independence over lower costs. Energy Research & Social Science, 129, 104364.
DOI: 10.6084/m9.figshare.30329143
title: Lexical Richness

description: Lexical richness is a crucial aspect of second language (L2) writing, encompassing lexical diversity, density, and sophistication. This study examines the lexical richness of 303 English compositions written by International Baccalaureate (IB) students (grades 7–10) in Chile. Using a quantitative approach, the study analyses lexical density, diversity, and sophistication through corpus-based measures, including type-token ratio, Uber index, and lexical frequency profiling. Results indicate a significant increase in lexical diversity and sophistication as students progress through grade levels, with 9th and 10th graders incorporating a broader and more sophisticated vocabulary. However, lexical density remains relatively stable, suggesting that while students expand their vocabulary, the proportion of content words to total words does not substantially change. These findings highlight the effectiveness of the IB curriculum in fostering lexical development while pointing to potential areas for instructional enhancement, particularly in promoting lexical density. The study contributes to research on L2 vocabulary acquisition in bilingual educational contexts, offering insights into pedagogical strategies for enhancing lexical richness in student writing. Future research should examine varied educational settings and investigate the role of explicit vocabulary instruction in developing lexical richness.
DOI: 10.6084/m9.figshare.30329143.v1
title: Lexical Richness

description: Lexical richness is a crucial aspect of second language (L2) writing, encompassing lexical diversity, density, and sophistication. This study examines the lexical richness of 303 English compositions written by International Baccalaureate (IB) students (grades 7–10) in Chile. Using a quantitative approach, the study analyses lexical density, diversity, and sophistication through corpus-based measures, including type-token ratio, Uber index, and lexical frequency profiling. Results indicate a significant increase in lexical diversity and sophistication as students progress through grade levels, with 9th and 10th graders incorporating a broader and more sophisticated vocabulary. However, lexical density remains relatively stable, suggesting that while students expand their vocabulary, the proportion of content words to total words does not substantially change. These findings highlight the effectiveness of the IB curriculum in fostering lexical development while pointing to potential areas for instructional enhancement, particularly in promoting lexical density. The study contributes to research on L2 vocabulary acquisition in bilingual educational contexts, offering insights into pedagogical strategies for enhancing lexical richness in student writing. Future research should examine varied educational settings and investigate the role of explicit vocabulary instruction in developing lexical richness.
DOI: 10.6084/m9.figshare.c.3622073_d1.v1
title: Additional file 4: of Gene and transposable element methylation in great tit (Parus major) brain and blood

description: Full GO-enrichment analysis for upper and lower non-CpG methylated genes: Tables S1 to S6. (XLSX 126Â kb)
DOI: 10.3535/ckd-y2l-q33
title: Pontobdella

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gnc-akt-xez
title: Ophidonais serpentina (Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8y6-rye-ccy
title: Dugesia japonica Ichikawa & Kawakatsu, 1964

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bjx-ygf-4tg
title: Pristina (Pristina) Ehrenberg, 1831

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6084/m9.figshare.c.3622073_d2.v1
title: Additional file 2: of Gene and transposable element methylation in great tit (Parus major) brain and blood

description: Full GO-enrichment analysis for differentially methylated gene features: Tables S1 to S6. (XLSX 169Â kb)
DOI: 10.3535/2z5-571-mcm
title: Punnettia willeyana (Punnett, 1900)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hgn-pl4-n5k
title: Dictyocaulus (Micrurocaulus) eckerti Skrjabin, 1931

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6084/m9.figshare.c.3622079_d1.v1
title: Additional file 1: of Long-term outcomes in radically treated synchronous vs. metachronous oligometastatic non-small-cell lung cancer

description: Raw_data of patients’ characteristics and survival. (XLSX 17 kb)
DOI: 10.3535/5vc-8v4-q7d
title: Lamellibrachia luymesi van der Land & Nørrevang, 1975

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/az7-jjq-2yx
title: Nemertea

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jvg-fgl-jyx
title: Ptychodera bahamensis Spengel, 1893

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wsh-4fh-qtr
title: Rhabditida Chitwood, 1933

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6084/m9.figshare.c.3622073_d3.v1
title: Additional file 3: of Gene and transposable element methylation in great tit (Parus major) brain and blood

description: Full GO-enrichment analysis for genes associated with differentially methylated CGIs: Tables S1 to S4. (XLSX 130Â kb)
DOI: 10.3535/6gt-teh-bps
title: Trichuris Roederer, 1761

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7yg-k4d-2v5
title: Oligacanthorhynchus Travassos, 1915

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5ky-x9y-56v
title: Trichuris Roederer, 1761

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fyb-taz-1qe
title: Dugesia gonocephala (Duges, 1830)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/231-bm2-y9j
title: Dispharynx nasuta (Rudolphi, 1819)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pac-1n4-xa5
title: Phagocata kawakatsui Okugawa, 1956

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nhs-xbc-xmb
title: Dendrocoelopsis lactea Ichikawa & Okugawa, 1958

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y4f-nl2-e1m
title: Phagocata Leidy, 1847

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6084/m9.figshare.c.3622082_d2.v1
title: Additional file 3: Table S3. of Cnidaria: fast, reference-free clustering of raw and assembled genome and transcriptome NGS data

description: Statistics of k-mer counting. Total number of k-mers in each sample, total number of valid k-mers in each sample (k-mers shared by at least two samples) and the percentage of valid k-mers in each sample. 11, 15, 17, 21 and 31-mers are shown as well as the 21-mer dataset downsampled to 2Â % of its original size and 21-mer dataset with 34 extra samples. (XLS 104Â kb)
DOI: 10.3535/kqx-jbt-jn0
title: Micrura atra Punnett, 1903

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6084/m9.figshare.c.3622085_d1.v1
title: Additional file 1: of Morphological changes in the meibomian glands of patients with phlyctenular keratitis: a multicenter cross-sectional study

description: Summary of 13 patients with phlyctenular keratitis. (XLSX 11 kb)
DOI: 10.3535/8m0-k21-q86
title: Potamothrix moldaviensis Vejdovský & Mrázek, 1903

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nj8-2zp-3my
title: Callinera buergeri Bergendal, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4gl-mys-dxx
title: Phagocata albata Ichikawa & Kawakatsu, 1962

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k2k-5bd-5y1
title: Harmothoe impar (Johnston, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6084/m9.figshare.c.3622088_d2.v1
title: Additional file 1: Table S1. of Genome-wide recruitment profiling of transcription factor Crz1 in response to high pH stress

description: Intergenic regions recruiting Crz1 in response to alkaline pH. (XLSX 39 kb)
DOI: 10.3535/61x-s47-3ap
title: Microsomacanthus microsoma (Creplin, 1829)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6084/m9.figshare.c.3622088_d3.v1
title: Additional file 2: Table S2. of Genome-wide recruitment profiling of transcription factor Crz1 in response to high pH stress

description: Functional analysis of divergent promoters recruiting Crz1. (XLSX 48 kb)
DOI: 10.3535/m4d-3sa-a07
title: Fasciola hepatica Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qfz-eap-l4l
title: Micrura atra Punnett, 1903

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ntg-ylq-zsh
title: Scalisetosus ceramensis McIntosh, 1885

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xbj-xam-4gn
title: Notopygos crinita Grube, 1855

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6084/m9.figshare.c.3622082_d4.v1
title: Additional file 17: Table S8. of Cnidaria: fast, reference-free clustering of raw and assembled genome and transcriptome NGS data

description: REFERENCEFREE datasets and statistics. Datasets used in the REFERENCEFREE analysis with the respective number of sequences, number of k-mers, number of valid k-mers (present in at least two samples) and percentage of k-mers considered valid for each dataset. On average, 0.016 ± 0.023 % of the data is used. (XLS 34 kb)
DOI: 10.3535/b8r-0l3-xkf
title: Ostertagia (Grosspiculagia) lasensis Assadov, 1953

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/crx-ztv-71p
title: Nephtys hombergii Savigny in Lamarck, 1818

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/48r-ghq-k0h
title: Cerebratulus norvegicus Punnett, 1903

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/djw-g4m-wvk
title: Ostertagia (Grosspiculagia) lasensis Assadov, 1953

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/52q-245-bsm
title: Ostertagia (Grosspiculagia) lasensis Assadov, 1953

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8zn-461-a4e
title: Nephtys hombergii Savigny in Lamarck, 1818

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qww-qws-dhg
title: Glycera capitata Örsted, 1842

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l2l-xv0-41c
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/njt-tyx-2w1
title: Harmothoe imbricata (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k1n-3kc-zw1
title: Drepanophorus crassus (Quatrefages, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yzk-che-7r1
title: Harmothoe imbricata (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3b4-0qv-bt4
title: Toxocara canis (Werner, 1782) Stiles in Stiles & Hassall, 1905

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vt4-prf-fds
title: Rhabdias bufonis (Schrank, 1788) Stiles & Hassall, 1905

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/646-b5t-kwf
title: Taenia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.