cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5061/dryad.jh9w0vtfg
title: Egg size and offspring phenotype data at early life stages in seven Arctic charr morphs

description: Maternal effects have the potential to alter early developmental processes
 of offspring and contribute to adaptive diversification. Egg size is a
 major contributor to offspring phenotype, which can influence
 developmental trajectories and potential resource use. However, to what
 extent intraspecific variation in egg size facilitates evolution of
 resource polymorphism is poorly understood. We studied multiple resource
 morphs of Icelandic Arctic charr, ranging from an anadromous morph – with
 a phenotype similar to the proposed ancestral phenotype – to sympatric
 morphs that vary in their degree of phenotypic divergence from the
 ancestral anadromous morph. We characterised variation in egg size and
 tested whether egg size influenced offspring phenotype at early-life
 stages (i.e. timing of- and size at- hatching and first feeding [FF]). We
 predicted that egg size would differ among morphs and be less variable as
 morphs diverge away from the ancestral anadromous phenotype. We also
 predicted that egg size would correlate with offspring size and
 developmental timing. We found morphs had different egg size,
 developmental timing and size at hatching and FF. Egg size increased as
 phenotypic proximity to the ancestral anadromous phenotype decreased, with
 larger eggs generally giving rise to larger offspring, especially at FF,
 but egg size had no effect on developmental rate. The interaction between
 egg size and the environment may have a profound impact on offspring
 fitness, where the resulting differences in early-life history traits may
 act to initiate and/or maintain resource morphs
 diversification.  
description: Female size and egg size data were measured on wild-collected
 females and embryos reared in temperature-controlled laboratory
 conditions. To characterise variation in size and developmental times,
 morphs were sampled at four points during development: 1)
 post-fertilisation (PF); eye stage (E); hatching (H); and first feeding
 (FF). Mean egg size per female was estimated by measuring egg diameter of
 embryos at PF and E stages. Average measurements of offspring size and DD
 were taken for each female at H and FF. See manuscript for further details
 on methodology.
description: All data were analysed using R. The scripts of which can be
 accessed at https://github.com/SamVBeck/egg_size_Icelandic_Arctic_charr.
DOI: 10.5061/dryad.hmgqnk9mb
title: Whip it into shape: Revision of the Demansia psammophis (Schlegel, 1837) complex (Squamata: Elapidae), with a description of a new species from central Australia

description: The genus Demansia Günther is the most diverse genus of Australian
 terrestrial elapids. A phylogenetic framework for the familiar but
 problematic taxa D. psammophis and D. reticulata (Gray) has been long
 overdue to ascertain interspecific relationships and resolve unclear
 taxonomic issues. Here we present integrated molecular phylogenetic and
 morphological analyses to review species delineation, resulting in
 confirmation that both D. psammophis and D. reticulata are full species
 and that populations referred to D. r. cupreiceps Storr are not
 distinguishable from more typical D. reticulata. We also find the
 widespread central Australian population to be specifically distinct. We
 redescribe D. psammophis and D. reticulata to clarify morphological and
 geographical boundaries and describe D. cyanolacuna sp. nov. based on a
 combination of molecular genetic markers, details of colour and pattern,
 adult total length and a few morphometric attributes. We also designate a
 lectotype for D. psammophis from the original syntype series and comment
 on the necessity for further taxonomic refinement of this distinctive
 group.
DOI: 10.5061/dryad.34tmpg4pb
title: Raw data for Association of ACE2 gene functional variants with gestational diabetes mellitus risk in a southern Chinese population

description: These data were generated to investigate the association and functional
 analysis of angiotensin-converting enzyme 2 genetic variants with the
 pathogenesis of Gestational diabetes mellitus (GDM). This study conducted
 a case-control study involving 569 GDM patients and 735 healthy pregnant
 women to explore the associations between candidate variants in the ACE2
 gene variants and the pathogenesis of GDM. This study collected clinical
 samples and data, and used logistic regression, false positive report
 rate, multi factor dimension reduction, functional analysis and other
 analysis methods to process the research data. Potential functional ACE2
 gene variants (rs2106809 A&gt;G, rs6632677 G&gt;C, and rs2074192
 C&gt;T) were selected and genotyped using kompetitive allele-specific
 PCR. The strength of the associations between the studied genetic variants
 and the risk of GDM were evaluated using odds ratios (ORs) and
 corresponding 95% confidence intervals (CIs). Finally, ACE2 gene variants
 are significantly associated with the risk of GDM via gene-gene and
 gene-environment combination. The rs2074192 C &gt; T affects the
 splicing of ACE2 gene, which may be a potential mechanism leading to the
 altered susceptibility of individual female during pregnancy in Guilin to
 GDM
DOI: 10.5061/dryad.crjdfn37g
title: Patient preferences for HIV service delivery models: A discrete choice experiment in Kisumu, Kenya

description: Background: Novel “differentiated service delivery” models for HIV
 treatment that reduce clinic visit frequency, minimize waiting time, and
 deliver treatment in the community promise retention improvement for HIV
 treatment in Sub-Saharan Africa.  Quantitative assessments of
 differentiated service delivery (DSD) feature most preferred by patient
 populations do not widely exist but could inform the selection and
 prioritization of different types of DSD models. Methods: We used a
 discrete choice experiment (DCE) to elicit patient preferences for HIV
 treatment services and how they differ across DSD models. We surveyed
 adults aged &gt;18 years, enrolled in HIV care for &gt;6 months
 between February and March 2019 at four facilities in Kisumu County,
 Kenya.  DCE offered patients a series of comparisons between
 three treatment models, each of which varied in seven attributes: ART
 refill location, the quantity of ART dispensed at each refill, medication
 pick-up hours, type of adherence support, clinical visit frequency, staff
 attitude, and professional cadre of the person providing ART
 refills.  We used a hierarchical Bayesian model to estimate
 attribute importance and the relative desirability of care
 characteristics, latent class analysis (LCA) for groups of preferences,
 and mixed logit model for willingness to trade analysis. Results: Of 242
 patients, 128 (53.8%) were females and 150 (62.8%) lived in rural
 areas.  Patients placed the greatest importance on ART refill
 location [19.5% (95%CI 18.4, 20.6)] and adherence support [19.5% (95%CI
 18.7, 20.3)], followed by staff attitude [16.1% (95%CI 15.1, 17.2)]. In
 the mixed logit, patients preferred the nice attitude of the staff
 (coefficient=1.60), refill ART health center (Coeff=1.58), and individual
 adherence support (Coeff=1.54), 3 or 6 months for ART refill (Coeff=0.95
 & 0.80, respectively) and pharmacists (instead of lay health
 workers) providing ART refill (Coeff=0.64). No differences were observed
 by gender or urbanicity. LCA revealed two distinct groups (59.5%
 vs.40.5%). Conclusions: Participants preferred 3 to 6-month refill
 intervals or clinic visit spacing, which DSD provides for stable patients.
 While DSD has also encouraged community ART group options, our results
 suggest strong patient preferences for ART refills from health centers or
 by pharmacists over lay caregivers or community members. These preferences
 held across gender and urban/rural subpopulations. 
description: Pre-randomized options for the choice tasks were generated from
 the Lighthouse Studio software using a Balanced Overlap technique, and the
 questionnaires were administered to participants using Android tablets in
 their preferred language (English, Kiswahili, or Luo). Data were managed
 in Sawtooth Software and extracted for analysis in STATA.
description: STATA, R.
DOI: 10.15468/dl.up7pdh
title: Occurrence Download

description: A dataset containing 75421 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erpobdella",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 75421 records from 298 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003268-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14037268
title: BMBF KüNO BluEs project: Work package 4.3 by University of Rostock

description: Research data from the BMBF KüNO BluEs project: Work package 4.3 by the University of Rostock, grant number 03F0864B
DOI: 10.15468/dl.h43szp
title: Occurrence Download

description: A dataset containing 49404 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Ameiurus nebulosus"
 ]
}

 The dataset includes 49404 records from 169 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035175-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15498970
title: List of detected moderate non-linear surprises in CMIP6 ScenarioMIP outputs

description: List of moderate non-linear surprises (MNS) detected in SSP126, SSP245, SSP370 and SSP585 future scenarios within the CMIP6 multi-model comparison exercise. Variables under consideration are labeled according to CF-conventions for standard short variable names in CMIP6 model outputs, i.e. evspsbl (evaporation flux at the surface), mrro (total runoff), mrso (total soil moisture), mrsos (total soil moisture at the surface), pr (rainfall precipitation), siconc (sea-ice concentration), sos (surface salinity), tas (near-surface air temperature), tos (sea surface temperature).

This dataset was generated as part of the activities in WP5 of the HEU-funded OPTIMESM project.
DOI: 10.5281/zenodo.15498969
title: List of detected moderate non-linear surprises in CMIP6 ScenarioMIP outputs

description: List of moderate non-linear surprises (MNS) detected in SSP126, SSP245, SSP370 and SSP585 future scenarios within the CMIP6 multi-model comparison exercise. Variables under consideration are labeled according to CF-conventions for standard short variable names in CMIP6 model outputs, i.e. evspsbl (evaporation flux at the surface), mrro (total runoff), mrso (total soil moisture), mrsos (total soil moisture at the surface), pr (rainfall precipitation), siconc (sea-ice concentration), sos (surface salinity), tas (near-surface air temperature), tos (sea surface temperature).

This dataset was generated as part of the activities in WP5 of the HEU-funded OPTIMESM project.
DOI: 10.34943/0401e5bf-a511-44f3-b067-d3d1026c1f55
title: Campbell River - Quathiaski Cove Ferry Route Fluorometer Deployed 2025-11-13

description: The Turner Cyclops-7F Fluorometer (S/N 900566) was deployed on 2025-11-13 on Campbell River - Quathiaski Cove Ferry Route. This ferry route goes between Campbell River, Vancouver Island, BC, and Quadra Island (Quathiaski Cove), BC. This device is a Fluorometer. Fluorometers measure the amount of stimulated electromagnetic radiation (fluorescence) produced by pulses of electromagnetic radiation emitted into the water column. It was deployed on a mobile platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.15468/dl.yntnc7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Misgurnus mohoity",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035179-251025141854904/datasets/export for details.
DOI: 10.15468/dl.3qswdn
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-108.5688 24.44913, -108.4188 24.44913, -108.4188 24.59913, -108.5688 24.59913, -108.5688 24.44913))"
 ]
}

 The dataset includes 44 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035180-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n6we39
title: Occurrence Download

description: A dataset containing 77287 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Year is greater than or equal to 1980",
 "TaxonKey is Acer saccharinum"
 ]
}

 The dataset includes 77287 records from 398 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035140-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17557916
title: Dataset and results for "Selective Routing Problem with Synchronization"

description: Test Benchmark Instances and results for "Selective Routing Problem with Synchronization"


Jorge Riera-Ledesma, Juan-José Salazar-GonzálezSelective Routing Problem with Synchronization,Computers & Operations Research, Volume 135, 2021, Article 105465,ISSN 0305-0548,https://doi.org/10.1016/j.cor.2021.105465
DOI: 10.5281/zenodo.17557917
title: Dataset and results for "Selective Routing Problem with Synchronization"

description: Test Benchmark Instances and results for "Selective Routing Problem with Synchronization"


Jorge Riera-Ledesma, Juan-José Salazar-GonzálezSelective Routing Problem with Synchronization,Computers & Operations Research, Volume 135, 2021, Article 105465,ISSN 0305-0548,https://doi.org/10.1016/j.cor.2021.105465
DOI: 10.15468/dl.vga76z
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Misgurnus nikolskyi",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035183-251025141854904/datasets/export for details.
DOI: 10.5281/zenodo.17615812
title: Underwater images collected by an No key for platform in Ilot-Sancho, Mauritius - 2019-05-19

description: This dataset was collected by an No key for platform in Ilot-Sancho, Mauritius - 2019-05-19. 

            Underwater or aerial images collected by scientists or citizens can have a wide variety of use for science, management, or conservation.
            These images can be annotated and shared to train IA models which can in turn predict the objects on the images.
            We provide a set of tools (hardware and software) to collect marine data, predict species or habitat, and provide maps.

            This dataset is part of larger collection referencing numerous underwater and aerial images Seatizen Altas. 
            Methods, tools and scientific objectives are also described in a dedicated data paper.

            

            
 Generic folder structure 
            
            YYYYMMDD_COUNTRYCODE-optionalplace_device_session-number 
            ├── DCIM :  folder to store videos and photos depending on the media collected. 
            ├── GPS :  folder to store any positioning related file. If any kind of correction is possible on files (e.g. Post-Processed Kinematic thanks to rinex data) then the distinction between device data and base data is made. If, on the other hand, only device position data are present and the files cannot be corrected by post-processing techniques (e.g. gpx files), then the distinction between base and device is not made and the files are placed directly at the root of the GPS folder. 
            │   ├── BASE :  files coming from rtk station or any static positioning instrument. 
            │   └── DEVICE : files coming from the device. 
            ├── METADATA : folder with general information files about the session. 
            ├── PROCESSED_DATA : contain all the folders needed to store the results of the data processing of the current session. 
            │   ├── BATHY :  output folder for bathymetry raw data extracted from mission logs. 
            │   ├── FRAMES :  output folder for georeferenced frames extracted from DCIM videos. 
            │   ├── IA :  destination folder for image recognition predictions. 
            │   └── PHOTOGRAMMETRY :  destination folder for reconstructed models in photogrammetry. 
            └── SENSORS : folder to store files coming from other sources (bathymetry data from the echosounder, log file from the autopilot,  mission plan etc.).       
            

            
 Software 
            All the raw data was processed using our worflow. All predictions were generated by our inference pipeline. You can find all the necessary scripts to download this data in this repository. Enjoy your data with SeatizenDOI!
DOI: 10.15468/dl.csvenm
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-108.4188 24.44913, -108.2688 24.44913, -108.2688 24.59913, -108.4188 24.59913, -108.4188 24.44913))"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035184-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.8384183
title: BMBF KüNO BluEs project: Work package 4.3 by University of Rostock

description: Research data from the BMBF KüNO BluEs project: Work package 4.3 by the University of Rostock, grant number 03F0864B
DOI: 10.5281/zenodo.7978848
title: BMBF KüNO BluEs project: Work package 4.3 by University of Rostock

description: Research data from the BMBF KüNO BluEs project: Work package 4.3 by the University of Rostock, grant number 03F0864B
DOI: 10.15468/dl.df3d4e
title: Occurrence Download

description: A dataset containing 1320 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "TaxonKey is Ophrys holoserica"
 ]
}

 The dataset includes 1320 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035185-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.7781096
title: BMBF KüNO BluEs project: Work package 4.3 by University of Rostock

description: Research data from the BMBF KüNO BluEs project: Work package 4.3 by the University of Rostock, grant number 03F0864B
DOI: 10.5281/zenodo.7750166
title: BMBF KüNO BluEs project: Work package 4.3 by University of Rostock

description: Research data from the BMBF KüNO BluEs project: Work package 4.3 by the University of Rostock, grant number 03F0864B
DOI: 10.5281/zenodo.7750165
title: BMBF KüNO BluEs project: Work package 4.3 by University of Rostock

description: Research data from the BMBF KüNO BluEs project: Work package 4.3 by the University of Rostock, grant number 03F0864B
DOI: 10.15468/dl.gzzjkj
title: Occurrence Download

description: A dataset containing 28060182 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gaura parviflora, Raoiella indica, Limnobium laevigatum, Passiflora mollissima, Albizia saman, Tomicus perforans, Mycosphaerella fijiensis, Echinochloa colonum, Cyperus, Cyperaceae, Kyllinga nemoralis, Bambusa, Pennisetum purpureum, Fabaceae, Derris malaccensis, Desmodium heterocarpon, Falcataria moluccana, Thevetia peruviana, Thyrsacanthus tubaeformis, Hyptis pectinata)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1990"
 ]
}

 The dataset includes 28060182 records from 7147 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035158-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48723/601t-ys05
title: REBUS93 - Rehabilitation survey in Stockholm county 1993 - REBUS93 - Anamnesformulär
title: REBUS93 - Rehabiliteringsundersökningen i Stockholms län 1993 - REBUS93 - Anamnesformulär

description: REBUS-93 meant that data collected on the work, leisure and family situation of the REBUS survey 1969/70, together with retroactively collected information on physical and psychosocial working conditions for the years 1970 to 1993 could be tested as independent factors for musculoskeletal morbidity, mental symptoms and low functionality 24 years later, i.e. a lifetime perspective could be put on found relationships.

Purpose:

The purpose of REBUS-93 was to identify risk factors for musculoskeletal disorders, mental symptoms and low physical function.
description: REBUS-93 innebar att data insamlade om arbets- fritids- och familjesituation vid REBUS-undersökningen 1969/70, tillsammans med retroaktivt insamlad information om fysiska och psykosociala arbetsförhållanden för åren 1970 till 1993, kunde prövas som oberoende faktorer för muskuloskeletal sjuklighet, psykiska symtom och låg funktionsförmåga 24 år senare, d v s ett livstidsperspektiv kunde läggas på funna samband.

Syfte:

Syftet med REBUS-93 var att identifiera riskfaktorer för muskuloskeletala besvär, psykiska symptom och låg fysisk funktionsförmåga
DOI: 10.15468/dl.cmgd6a
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sida rhombifolia",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025687-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/ksnv8s
title: Data for "Rediscovery of rare and threatened macrofungal species in Florida"

description: Matrices, Partition files, Bayesian blocks (nexus), evolutionary best-schemes, and Maximum likelihood and Bayesian trees
DOI: 10.15468/dl.fp7z9b
title: Occurrence Download

description: A dataset containing 8736 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "OccurrenceStatus is Present",
 "TaxonKey is Baccharis halimifolia L.",
 "Year 2010-2025"
 ]
}

 The dataset includes 8736 records from 218 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010021-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/j3fmph
title: Replication Data for: "From Protest to Power: How the Women's March Worked"

description: This dataset contains all scripts and datasets necessary to replicate the analysis in "From Protest to Power: How the Women's March Worked"
DOI: 10.15468/dl.ebka7v
title: Occurrence Download

description: A dataset containing 7844 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bidens subalternans DC."
 ]
}

 The dataset includes 7844 records from 249 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010018-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.