cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.13234494
title: CLDF dataset accompanying List's "Inference of Partial Colexifications" from 2023 building on Key and Comrie's "Intercontinental Dictionary Series" from 2021

description: Cite the source of the dataset as:




List, J.-M. (2023): Inference of partial colexifications from multilingual wordlists. Frontiers in Psychology 14.1156540. 1-10.
DOI: 10.5281/zenodo.13832130
title: CLDF dataset accompanying List's "Inference of Partial Colexifications" from 2023 building on Key and Comrie's "Intercontinental Dictionary Series" from 2021

description: Cite the source of the dataset as:




List, J.-M. (2023): Inference of partial colexifications from multilingual wordlists. Frontiers in Psychology 14.1156540. 1-10.
DOI: 10.17632/cft57yckt3.1
title: Code for the article "An Explainable Machine Learning Model for Early Warning of Hypertensive and Hypotensive Anomalies in Maintenance Hemodialysis Patients"

description: We built two ML models to predict Intradialytic hypotension and intradialytic hypertension, respectively. The model training and validation process uses Python's data science and ML libraries. The ipynb files contain the code for data preprocessing, model training, performance evaluation, and interpretive analysis.
DOI: 10.15468/dl.88f5k3
title: Occurrence Download

description: A dataset containing 121 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gastrotheca ovifera (Lichtenstein & Weinland, 1854)"
 ]
}

 The dataset includes 121 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027837-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.395a2v
title: Occurrence Download

description: A dataset containing 770 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is Thailand",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Anisoptera Korth., Dipterocarpus C.F.Gaertn., Parashorea Kurz, Shorea Roxb., Hopea Roxb., Tetrameles nudiflora R.Br., Vatica lobata Foxw., Terminalia citrina (Gaertn.) Roxb. ex Fleming)"
 ]
}

 The dataset includes 770 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027838-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13832058
title: Morphological heart age from CTA: Predictions, Performance and Saliency Maps

description: This data distribution contains regression results for age prediction from computed tomography angiography images from the SCAPIS dataset, as well as proof-of-concept experiments concerning the prediction of known volumetric features estimated through segmentation of the images.

Each sub-folder represents one experiment.

For each experiment (sex-stratified), there is a csv file '0.csv'with the following structure

Row 1: subject id1, subject id2, subject id3, ...Row 2: reference value1, reference value2, reference value3, ...Row 3: predicted value1, predicted value2, predicted value3, ...

There is also a file 'results_summary.txt' which provides a text output of the quality measures corresponding to each experiment:Mean Absolute Error (MAE)R^2 (R2)Pearson correlation (r_p)Spearman correlation (r_s)Intraclass Correlation Coefficient (ICC)

The following sub-folders/experiments contain saliency maps:- main (the main experiment with PCA from the whole heart)- main_linear (the main experiment without PCA from the whole heart)- poc_lvv (proof-of-concept: left ventricle volume)- poc_rvv (proof-of-concept: right ventricle volume)- poc_lav (proof-of-concept: left atrium volume)- poc_rav (proof-of-concept: right atrium volume)- poc_myov (proof-of-concept: myocardium volume)- poc_av (proof-of-concept: aorta volume)

The feature subsets use the following encoding (for the feature subset experiments, the path contains the numbers representing the included features):1: Median Density2: Median Volume3: Stddev Density4: Stddev Volume

Ethics:The subjects/images are all anonymized, with a chronological age rounded to whole months.

Ethics approval was obtained from the Swedish Ethical Review Authority (Dnr 2022-07308-01) to conduct this research study related to human subjects, with associated sex and age information. All subjects provided informed written consent for their collected data to be used for research and for that research to be published. The study adheres to the Declaration of Helsinki. SCAPIS has been approved as a multicentre trial by the ethics committee at Umea University and adheres to the Declaration of Helsinki.
DOI: 10.5281/zenodo.13832059
title: Morphological heart age from CTA: Predictions, Performance and Saliency Maps

description: This data distribution contains regression results for age prediction from computed tomography angiography images from the SCAPIS dataset, as well as proof-of-concept experiments concerning the prediction of known volumetric features estimated through segmentation of the images.

Each sub-folder represents one experiment.

For each experiment (sex-stratified), there is a csv file '0.csv'with the following structure

Row 1: subject id1, subject id2, subject id3, ...Row 2: reference value1, reference value2, reference value3, ...Row 3: predicted value1, predicted value2, predicted value3, ...

There is also a file 'results_summary.txt' which provides a text output of the quality measures corresponding to each experiment:Mean Absolute Error (MAE)R^2 (R2)Pearson correlation (r_p)Spearman correlation (r_s)Intraclass Correlation Coefficient (ICC)

The following sub-folders/experiments contain saliency maps:- main (the main experiment with PCA from the whole heart)- main_linear (the main experiment without PCA from the whole heart)- poc_lvv (proof-of-concept: left ventricle volume)- poc_rvv (proof-of-concept: right ventricle volume)- poc_lav (proof-of-concept: left atrium volume)- poc_rav (proof-of-concept: right atrium volume)- poc_myov (proof-of-concept: myocardium volume)- poc_av (proof-of-concept: aorta volume)

The feature subsets use the following encoding (for the feature subset experiments, the path contains the numbers representing the included features):1: Median Density2: Median Volume3: Stddev Density4: Stddev Volume

Ethics:The subjects/images are all anonymized, with a chronological age rounded to whole months.

Ethics approval was obtained from the Swedish Ethical Review Authority (Dnr 2022-07308-01) to conduct this research study related to human subjects, with associated sex and age information. All subjects provided informed written consent for their collected data to be used for research and for that research to be published. The study adheres to the Declaration of Helsinki. SCAPIS has been approved as a multicentre trial by the ethics committee at Umea University and adheres to the Declaration of Helsinki.
DOI: 10.15468/dl.7acr59
title: Occurrence Download

description: A dataset containing 215 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oreobates cruralis (Boulenger, 1902)"
 ]
}

 The dataset includes 215 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027839-240906103802322/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.27088918
title: "AtZAT10/STZ1 improves drought tolerance and fiber yield in cotton "data

description: raw data:AtZAT10/STZ1 improves drought tolerance and fiber yield in cotton" (10.3389/fpls.2024.1464828)
DOI: 10.6084/m9.figshare.27088918.v4
title: "AtZAT10/STZ1 improves drought tolerance and fiber yield in cotton "data

description: raw data:AtZAT10/STZ1 improves drought tolerance and fiber yield in cotton" (10.3389/fpls.2024.1464828)
DOI: 10.6084/m9.figshare.27088918.v3
title: "AtZAT10/STZ1 improves drought tolerance and fiber yield in cotton "data

description: raw data:AtZAT10/STZ1 improves drought tolerance and fiber yield in cotton" (10.3389/fpls.2024.1464828)
DOI: 10.17632/4jd6hsf523.1
title: Supplementary Table A

description: gene sequence
DOI: 10.15468/dl.w2mxv3
title: Occurrence Download

description: A dataset containing 409 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Asterella africana (Mont.) Underw. ex A.Evans"
 ]
}

 The dataset includes 409 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006088-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jbukzt
title: Occurrence Download

description: A dataset containing 1046 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pavona duerdeni Vaughan, 1907"
 ]
}

 The dataset includes 1046 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027840-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/pr76whzy4r.1
title: The effects of a single bout of exercise on the transcriptome and m6A modification in mouse iWAT

description: Mice were subjected to a single 1-hour exercise session, followed by a 4-hour rest period. iWAT was collected, and RNA was extracted. The RNA was used for RNA-seq and m6A methylation-seq (MeRIP-seq). MeRIP-seq was carried out based on the previously reported protocol, with minor modifications. In brief, 100 μg total RNA was used for mRNA purification by the Oligo (dt) Dynabeads (Thermo Fisher Scientific, 61012). Subsequently, a non-contact ultrasonic disruptor (Diagenode, Bioruptor Pico) was used to sonicate 2 μg of mRNA for 30 cycles, fragmenting it into approximately 150-200 nt fragments. Approximately 1/10 of the fragmented RNA was saved as the input control for further RNA-seq by RNA-seq Library Prep Kit (Vazyme, NR604). The Protein G Magnetic Beads (NEB, S1430) were incubated with anti-m6A antibody (NEB, E1610S) at 4℃ for 1 hour with rotation, followed by washing off unbound antibody and resuspension in immunoprecipitation buffer. The remaining 9/10 of the RNA was mixed with the aforementioned suspension and incubated at 4℃ with rotation for 4 hours. RLT buffer (Qiagen, 79216) was added, and the solution was incubated at room temperature for 10 minutes to dissociate the methylated RNA obtained from MeRIP for RNA-seq library construction. For both the Input and IP libraries, we commissioned GENEWIZ (Suzhou, China) to sequence each sample on the Illumina Novaseq 6000, PE150 platform with 8G per sample.
DOI: 10.15468/dl.h67pzt
title: Occurrence Download

description: A dataset containing 256 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus longispica (Hand.-Mazz.) A.Camus"
 ]
}

 The dataset includes 256 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027841-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gnkssv
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oreobates barituensis Vaira & Ferrari, 2008"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027842-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fqsc34
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Noblella personina Harvey, Almendáriz, Brito-M. & Batallas-R., 2013"
 ]
}

 The dataset includes 50 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027843-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bsbrn5
title: Occurrence Download

description: A dataset containing 1078369 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((50 55,150 55,150 76,50 76,50 55))",
 "Geometry POLYGON((150 55,180 55,180 76,150 76,150 55))",
 "Geometry POLYGON((-180 55,-146 55,-146 76,-180 76,-180 55))"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 1000-2022"
 ]
}

 The dataset includes 1078369 records from 419 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027831-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/4jfcp2psxf.1
title: The Full Mediating Role Of Self-confidence In The Relationship Between Classroom Social Climate And Willingness To Communicate In Digital Contexts: Insights From L2 Chinese Learners In Target Language Environments

description: 1. Research Hypothesis
H1. Task orientation (TO) is significantly related to WTC in digital contexts among L2 Chinese learners in target environments.
H2. Student cohesiveness (SC) is significantly related to WTC in digital contexts among L2 Chinese learners in target environments.
H3. Teacher support (TS) is significantly related to WTC in digital contexts among L2 Chinese learners in target environments.
H4. Task orientation (TO) is significantly related to COF among L2 Chinese learners in target environments.
H5. Student cohesiveness (SC) is significantly related to COF among L2 Chinese learners in target environments.
H6. Teacher support (TS) is significantly related to COF among L2 Chinese learners in target environments.
H7. COF is significantly related to WTC in digital contexts among L2 Chinese learners in target environments.
H8. COF significantly mediates between task orientation (TO) and WTC in digital contexts among L2 Chinese learners in target environments.
H9. COF significantly mediates between student cohesiveness (SC) and WTC in digital contexts among L2 Chinese learners in target environments.
H10. COF significantly mediates between teacher support (TS) and WTC in digital contexts among L2 Chinese learners in target environments.
2. Data and Collection Method
The data were gathered from 457 international students studying Chinese in Shandong Province, China. The quantitative survey used standardized questionnaires to assess TO, SC, TS, COF, and WTC. Statistical analysis was conducted using AMOS 26.0 to construct a Structural Equation Model (SEM), examining the relationships between variables and testing the mediation model of COF.
3. Findings
(1) Task orientation, student cohesiveness, and teacher support did not directly predict WTC in digital contexts among L2 Chinese learners; (2) Task orientation and student cohesiveness significantly predicted self-confidence (p&lt;0.001); (3) Self-confidence significantly predicted WTC in digital contexts (p&lt;0.001); and (4) Self-confidence fully mediates the relationship between task orientation, student cohesiveness and WTC in digital contexts.
DOI: 10.15468/dl.3c83yr
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gastrotheca pachachacae Catenazzi & von May, 2011"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027844-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cck9wy
title: Occurrence Download

description: A dataset containing 196 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Madagascar",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Urena lobata L."
 ]
}

 The dataset includes 196 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027845-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9hfv6j
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Impatiens bonii Hook.fil."
 ]
}

 The dataset includes 25 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027846-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jrxcxp
title: Occurrence Download

description: A dataset containing 668 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Ceratopteris thalictroides (L.) Brongn., Sphagnum squarrosum Crome, Abies chensiensis Tiegh., Leucobryum juniperoideum (Brid.) Müll.Hal.)"
 ]
}

 The dataset includes 668 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027847-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wk98u5
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bathanthidium bifoveolatum (Alfken, 1937)"
 ]
}

 The dataset includes 28 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027848-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dhjfzw
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Noblella lochites (Lynch, 1976)"
 ]
}

 The dataset includes 110 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027849-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wsn6mv
title: Occurrence Download

description: A dataset containing 10574 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "PublishingOrg is one of (c8d737e0-2ff8-42e8-b8fc-6b805d26fc5f, bb646dff-a905-4403-a49b-6d378c2cf0d9, 2754e9c0-0e43-4f65-968a-6f16b9c378ce, c76cf030-2a95-11da-9cc1-b8a03c50a862, 75642970-f855-11dd-8235-b8a03c50a862, 64ee55c9-570a-42af-b7da-3f13c6b4e5a9, 33aecde5-7e13-4272-9cb7-f4f3b0eb820c, b3bf3a83-1f68-4541-a03f-330d30d567f5, f9912a00-84a9-11d9-8952-b8a03c50a862)",
 "TaxonKey is Euplagia quadripunctaria (Poda, 1761)"
 ]
}

 The dataset includes 10574 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027850-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.npa5x5
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((64 -10,140 -10,140 58,64 58,64 -10))",
 "Geometry POLYGON((64 0,140 0,140 58,64 58,64 0))",
 "Geometry POLYGON((64 0,150 0,150 45.41902,150 58,64 58,64 0))",
 "Geometry POLYGON((64 0,220 0,220 58,64 58,64 0))",
 "Geometry POLYGON((64 0,170 0,170.33203 18.64625,170 58,64 58,64 0))"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Glyptostrobus pensilis (Staunton ex D.Don) K.Koch",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 110 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022666-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uxg5kj
title: Occurrence Download

description: A dataset containing 17559 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bactrocera dorsalis (Hendel, 1912)"
 ]
}

 The dataset includes 17559 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078526-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7xz8n3
title: Occurrence Download

description: A dataset containing 6770 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Danish gall midge (Cecidomyiidae) records"
 ]
}

 The dataset includes 6770 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0142042-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cvrpzd
title: Occurrence Download

description: A dataset containing 9081 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geococcyx velox (Wagner, 1836)"
 ]
}

 The dataset includes 9081 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0195125-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gdhsrg
title: Occurrence Download

description: A dataset containing 293708 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centrarchidae"
 ]
}

 The dataset includes 293708 records from 295 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022666-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.msd9cz
title: Occurrence Download

description: A dataset containing 10968 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Croatia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Amphibia, Squamata, Testudines)",
 "Year 2009-2023"
 ]
}

 The dataset includes 10968 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0142037-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ye4x5
title: Occurrence Download

description: A dataset containing 781 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Peru",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pleurodema marmoratum (Duméril & Bibron, 1840)"
 ]
}

 The dataset includes 781 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202303-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.