cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/0vf-hkj-x9q
title: Alchemilla L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vf-ll3-71d
title: Poa palustris L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vf-nm1-70y
title: Luzula multiflora subsp. frigida (Buchenau) V. I. Krecz.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vf-r9a-pzm
title: Carex limosa L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.6084/m9.figshare.30921176
title: Supplementary tables for chapter-3

description: I have included the supplementary tables for chapter-3 of my dissertation.
DOI: 10.6084/m9.figshare.30921176.v1
title: Supplementary tables for chapter-3

description: I have included the supplementary tables for chapter-3 of my dissertation.
DOI: 10.3535/0vf-x8y-x48
title: Calamagrostis canescens (Weber) Roth

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vg-077-95r
title: Thalictrum lucidum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.6084/m9.figshare.28077782
title: Effect of occlusal appliances on the sleep of individuals with bruxism: A systematic review and meta-analyses

description: This systematic review determined whether occlusal appliance use influences the sleep of individuals with sleep bruxism. Six databases and the gray literature were searched to identify randomized and non-randomized clinical trials comparing slow wave sleep and sleep quality of sleep bruxers before and after occlusal appliance use. The Risk of Bias was assessed using Cochrane tools and Meta-analyses were performed to compare data. The Certainty of the evidence was evaluated by Grading of Recommendations Assessment, Development, and Evaluation approach. Two randomized and eight non-randomized studies were included. Meta-analyses indicated that soft and hard appliances influenced the slow-wave sleep and sleep quality of sleep bruxers, as determined by polysomnography (Z = 5.58; <i>p</i> &lt; .001), the Pittsburgh Sleep Quality Index (Z = 3.45; <i>p</i> &lt; .001), and the Sleep Assessment Questionnaire (Z = 48.1; <i>p</i> &lt; .001). Occlusal appliance use significantly impacts slow-wave sleep and sleep quality in sleep bruxism individuals, regardless of appliance design or material.
DOI: 10.6084/m9.figshare.28077782.v1
title: Effect of occlusal appliances on the sleep of individuals with bruxism: A systematic review and meta-analyses

description: This systematic review determined whether occlusal appliance use influences the sleep of individuals with sleep bruxism. Six databases and the gray literature were searched to identify randomized and non-randomized clinical trials comparing slow wave sleep and sleep quality of sleep bruxers before and after occlusal appliance use. The Risk of Bias was assessed using Cochrane tools and Meta-analyses were performed to compare data. The Certainty of the evidence was evaluated by Grading of Recommendations Assessment, Development, and Evaluation approach. Two randomized and eight non-randomized studies were included. Meta-analyses indicated that soft and hard appliances influenced the slow-wave sleep and sleep quality of sleep bruxers, as determined by polysomnography (Z = 5.58; <i>p</i> &lt; .001), the Pittsburgh Sleep Quality Index (Z = 3.45; <i>p</i> &lt; .001), and the Sleep Assessment Questionnaire (Z = 48.1; <i>p</i> &lt; .001). Occlusal appliance use significantly impacts slow-wave sleep and sleep quality in sleep bruxism individuals, regardless of appliance design or material.
DOI: 10.3535/0vg-60n-etm
title: Juncus gerardi Loisel.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vg-fkf-p46
title: Juncus bulbosus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vg-gec-z3b
title: Drosera intermedia Hayne

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vg-hn9-r73
title: Equisetum pratense Ehrh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vg-hww-86c
title: Juncus articulatus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vg-psw-5eb
title: Corydalis solida (L.) Clairv.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vh-7p1-7j8
title: Juniperus communis var. saxatilis Pall.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vh-akd-gk3
title: Salix myrsinifolia × phylicifolia x myrsinifolia ssp. myrsinifolia × phylicifolia

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vh-c23-8q0
title: Lipandra polysperma (L.) S. Fuentes, Uotila & Borsch

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vh-d7x-h9w
title: Typha latifolia L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vh-jdc-7t5
title: Ribes spicatum subsp. spicatum

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vh-jmt-dpc
title: Reseda lutea L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vh-m7m-elb
title: Epipactis helleborine (L.) Crantz

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vh-qav-pzx
title: Carex brunnescens subsp. brunnescens

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vj-4sc-nn2
title: Salix myrtilloides L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vj-63q-a1y
title: Poa palustris L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vj-863-g0g
title: Carex elongata L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vj-lg5-61h
title: Lycopodiella inundata (L.) Holub

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vj-vhg-5hp
title: Alchemilla micans Buser

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vk-2ab-xtz
title: Bunias orientalis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vk-6lq-38g
title: Anthyllis vulneraria subsp. vulneraria

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vk-8q0-52h
title: Milium effusum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vk-jgs-apj
title: Euphorbia helioscopia L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vk-n54-dyc
title: Carex rostrata Stokes

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vk-v44-ph0
title: Erysimum cheiranthoides L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vk-ye0-mle
title: Carex vesicaria L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vl-0le-lez
title: Sagina procumbens L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vl-2fp-y87
title: Calamagrostis lapponica (Wahlenb.) Hartm.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vl-9sd-n69
title: Drabella muralis (L.) Fourr.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vl-atv-6fy
title: Ribes L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vl-des-msy
title: Spinulum annotinum (L.) A. Haines

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vl-w2r-a7z
title: Carex dioica L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vl-y0e-vtm
title: Chenopodium suecicum Murr

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vl-ynq-efq
title: Erysimum virgatum Roth

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vm-efd-ht5
title: Alisma plantago-aquatica L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vm-jn7-gea
title: Chenopodium L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vm-qde-emp
title: Carex dioica L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vm-tzc-xdh
title: Trifolium pratense L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vm-v8v-eng
title: Plantae

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vm-ddj-db6
title: Polystichum lonchitis (L.) Roth

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.4121/e8d5fe1e-773c-475c-b2c3-bf5b9def961a
title: Data underlying the publication: Upstream passage windows for anadromous fish at a large barrier in the Rhine-Meuse estuary, 1996-2018

description: This dataset assesses upstream passage windows for large anadromous fish at the Haringvliet estuarine sluices, prior to sluice management adjustments. The NEDAP Trail System® (telemetry) is used to determine long-term (1996–2018) sluice passage for Atlantic salmon, sea trout, and sea lamprey. This datasets quantifies the timing, sluice management and environmental conditions of successful passage events and evaluates the role of river discharge for upstream migration and river entry choice. It also assesses the potential loss of passage windows due to the estuarine sluices.<br>The dataset provides detections of fishes and corresponding environmental and sluice management data, highlighting species-specific passage differences and the barrier effect of the estuarine sluices. The dataset is made public both to act as supplementary data for the publication and the PhD thesis of M.P. Meijer zu Schlochtern, and in order for other researchers to use this data in their own work.<br>Fish tagging, detection and NEDAP station data (NEDAP Trail System®) was obtained and collected via ATKB and is owned bij Rijkswaterstaat (and made openly available). Environmental and sluice management data was obtained via Rijkswaterstaat, but is also openly available via https://waterinfo.rws.nl Wind data is retrieved from the Royal Netherlands Meteorological Institute (KNMI) and is openly available via https://daggegevens.knmi.nl/
DOI: 10.3535/0vm-yk3-vpz
title: Luzula pallescens Sw.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vn-0k3-yqc
title: Cardamine hirsuta L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vn-18q-4md
title: Spinulum annotinum subsp. annotinum

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vn-56z-4sq
title: Equisetum fluviatile L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vn-etn-9m9
title: Alnus incana var. subsp. incana var. incana

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vn-gr8-49h
title: Moehringia trinervia (L.) Clairv.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vn-grk-y68
title: Betula pubescens Ehrh.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vn-m7h-kxn
title: Persicaria lapathifolia (L.) Gray

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vn-rnc-jt7
title: Juncus bulbosus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vn-rq2-ktb
title: Rubus chamaemorus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/0vn-vgx-9cc
title: Sorbus aucuparia x ssp. aucuparia × ssp. glabrata

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15468/dl.5b289u
title: Occurrence Download

description: A dataset containing 337435 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lactuca serriola",
 "HasCoordinate is true"
 ]
}

 The dataset includes 337435 records from 2528 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060724-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.92gqen
title: Occurrence Download

description: A dataset containing 8684 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is one of (Prunus laurocerasus L.)",
 "Country is one of (Belgium)",
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Literature Occurrence, Specimen, Unknown evidence, Machine Observation)",
 "Year is greater than or equal to 1000",
 "Year is less than or equal to 2025",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8684 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072456-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5tt4g54q
title: MassIVE MSV000096868 - Quantitative proteomic analysis reveals JMJD6 as a principal endogenous substrate of E3 ligase RFFL
title: Immunoprecipitation experiments using anti-RFFL antibody. Samples were loaded in technical duplicates in EvoTips, and chromatographic separation was done on an in-house column and the 30 samples per day (SPD) method on Evosep One system (Evosep). Peptides were detected and fragmented using timsTOF Pro 2 mass spectrometer (Bruker Daltonics) in data-dependent mode with parallel accumulation serial fragmentation (PASEF) enabled. The raw data was analyzed using Fragpipe (v 22.0). MS/MS spectra were searched using MSFragger (v 4.1) against forward and reversed Homo sapiens UniProt sequence database (UP000005640) supplemented with common contaminants (total 20,979 sequences excluding decoys).
DOI: 10.15468/dl.avn7nt
title: Occurrence Download

description: A dataset containing 336133 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (BEL.3.5_1, BEL.3.1_1)",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia",
 "Year 2009-2025"
 ]
}

 The dataset includes 336133 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072436-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dt93zt
title: Occurrence Download

description: A dataset containing 849 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Ichnotropis capensis (Smith, 1838)"
 ]
}

 The dataset includes 849 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072457-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10964637
title: Quantification of serum TDP-43 and neurofilament-light chain in patients with amyotrophic lateral sclerosis stratified by UNC13A genotype

description: Raw data for "Quantification of serum TDP-43 and neurofilament-light chain in patients with amyotrophic lateral sclerosis stratified by UNC13A genotype"
description: antonia.ratti@unimi.it
DOI: 10.5281/zenodo.10964638
title: Quantification of serum TDP-43 and neurofilament-light chain in patients with amyotrophic lateral sclerosis stratified by UNC13A genotype

description: Raw data for "Quantification of serum TDP-43 and neurofilament-light chain in patients with amyotrophic lateral sclerosis stratified by UNC13A genotype"
description: antonia.ratti@unimi.it
DOI: 10.15468/dl.h5vmqv
title: Occurrence Download

description: A dataset containing 591 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Madagascar",
 "OccurrenceStatus is Present",
 "TaxonKey is Sphagnum L."
 ]
}

 The dataset includes 591 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072458-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48579/pro/p0ttks
title: Shapefiles de la Zone Atelier Antarctique et Terres Australes

description: Shapefiles de la ZATA et de ses sites ateliers (Archipels de Crozet et Kerguelen, îles Saint-Paul et Amsterdam, Terre Adélie)
DOI: 10.5281/zenodo.14645778
title: μ-XRF and varve data from Lake Nautajärvi (NAU-23)

description: Data from the NAU-23 core sequence of Lake Nautajärvi in southern Finland. Included are the files used by Lincoln et al. (2025) to run statistical analyses on m-XRF core scanning data. The code used to run the analyses from these files can be found at https://doi.org/10.1016/j.scitotenv.2025.178519.



 The 'XRF_Varve_data.RData' object contains four files:



'XRF' is the replicate averaged 0.2mm resolution m-XRF data from the NAU-23 sequence. 

‘variance’ contains the replicate variances on each element at 0.2 and 0.4mm resolution.

‘VT’, contains the Nautajärvi varve thicknesses from Ojala and Alenius (2005). These data are also available on Pangaea at https://doi.org/10.1594/PANGAEA.968802

‘max_depth’ contains the maximum varve depth (mm) in the composite NAU-23 stratigraphy. 



‘Fig1_Halli_Data.RData’ contains the monthly meteorological data from the Halli weather station in southern Finland, which is used in Figure 1 of Lincoln et al. (2025).

‘Image_plots.RData’ contains three files:



’G1_chronology’ is the varve chronology for the surface gravity core taken from the NAU-23 sequence.

 ‘G1_image’ is the corresponding core photo for the gravity core.

‘Core_image’ is a JPEG raster of the core section used in Figure 3 of Lincoln et al. (2025).




References

Lincoln, P.C., Tjallingii, R., Kosonen, E., Ojala, A.E.K., Abrook, A.M., Martin-Puertas, C., 2025. Disruption of boreal lake circulation in response to mid-Holocene warmth; evidence from the varved sediments of Lake Nautajärvi, southern Finland. Science of the Total Environment. Xxxx, xxxx, 178519. https://doi.org/10.1016/j.scitotenv.2025.178519

Ojala, A.E.K., Alenius, T., 2005. 10000 years of interannual sedimentation recorded in the Lake Nautajärvi (Finland) clastic-organic varves. Palaeogeogr. Palaeoclimatol.Palaeoecol. 219, 285-302.https://doi.org/10.1016/j.palaeo.2005.01.002.
DOI: 10.5281/zenodo.14645779
title: μ-XRF and varve data from Lake Nautajärvi (NAU-23)

description: Data from the NAU-23 core sequence of Lake Nautajärvi in southern Finland. Included are the files used by Lincoln et al. (2025) to run statistical analyses on m-XRF core scanning data. The code used to run the analyses from these files can be found at https://doi.org/10.1016/j.scitotenv.2025.178519.



 The 'XRF_Varve_data.RData' object contains four files:



'XRF' is the replicate averaged 0.2mm resolution m-XRF data from the NAU-23 sequence. 

‘variance’ contains the replicate variances on each element at 0.2 and 0.4mm resolution.

‘VT’, contains the Nautajärvi varve thicknesses from Ojala and Alenius (2005). These data are also available on Pangaea at https://doi.org/10.1594/PANGAEA.968802

‘max_depth’ contains the maximum varve depth (mm) in the composite NAU-23 stratigraphy. 



‘Fig1_Halli_Data.RData’ contains the monthly meteorological data from the Halli weather station in southern Finland, which is used in Figure 1 of Lincoln et al. (2025).

‘Image_plots.RData’ contains three files:



’G1_chronology’ is the varve chronology for the surface gravity core taken from the NAU-23 sequence.

 ‘G1_image’ is the corresponding core photo for the gravity core.

‘Core_image’ is a JPEG raster of the core section used in Figure 3 of Lincoln et al. (2025).




References

Lincoln, P.C., Tjallingii, R., Kosonen, E., Ojala, A.E.K., Abrook, A.M., Martin-Puertas, C., 2025. Disruption of boreal lake circulation in response to mid-Holocene warmth; evidence from the varved sediments of Lake Nautajärvi, southern Finland. Science of the Total Environment. Xxxx, xxxx, 178519. https://doi.org/10.1016/j.scitotenv.2025.178519

Ojala, A.E.K., Alenius, T., 2005. 10000 years of interannual sedimentation recorded in the Lake Nautajärvi (Finland) clastic-organic varves. Palaeogeogr. Palaeoclimatol.Palaeoecol. 219, 285-302.https://doi.org/10.1016/j.palaeo.2005.01.002.
DOI: 10.6084/m9.figshare.27889251
title: <b>Equilibrium-Traffic-Networks</b>

description: This repository contains three graph datasets generated for the study "A hybrid deep-learning-metaheuristic framework for bi-level network design problems" by Bahman Madadi and Gonçalo H. de Almeida Correia, published in Expert Systems with Applications. The datasets are generated and used to train and evaluate models for solving the User Equilibrium (UE) problem on three transportation networks (Sioux-Falls, Eastern-Massachusetts, and Anaheim) from the well-known "transport networks for research" repository.It is recommended to use the pytorch geometric (pyg) datasets (added in the latest update) to avoid potential compatibility issues with different versions of dgl. The underlying data is the same and the existing code base works with new datasets. You only need to make sure the dataset names mathc the names in the config files.Detailed information can be found in the "Metadata.md" file.ReferencesA hybrid deep-learning-metaheuristic framework for bi-level network design problemsGitHub Repository: HDLMF_GIN-GA<br>
DOI: 10.6084/m9.figshare.27889251.v2
title: <b>Equilibrium-Traffic-Networks</b>

description: This repository contains three DGL datasets generated for the study "A hybrid deep-learning-metaheuristic framework for bi-level network design problems" by Bahman Madadi and Gonçalo H. de Almeida Correia, published in Expert Systems with Applications. The datasets are generated and used to train and evaluate models for solving the User Equilibrium (UE) problem on three transportation networks (Sioux-Falls, Eastern-Massachusetts, and Anaheim) from the well-known "transport networks for research" repository.Detailed information can be found in the "Metadata.md" file.ReferencesA hybrid deep-learning-metaheuristic framework for bi-level network design problemsGitHub Repository: HDLMF_GIN-GA<br>