cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.bxg8dh
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceropegia wissmannii (O.Schwartz) Bruyns"
 ]
}

 The dataset includes 53 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0100426-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g3268q
title: Occurrence Download

description: A dataset containing 410 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acanthochitona pygmaea (Pilsbry, 1893)"
 ]
}

 The dataset includes 410 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075463-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jp86cf
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Quercus pumila Walter",
 {
 "not" : {
 "Country" : [
 "is United States of America"
 ]
 }
 },
 {
 "not" : {
 "Country" : [
 "is unknown or invalid"
 ]
 }
 },
 {
 "not" : {
 "Country" : [
 "is United States"
 ]
 }
 },
 {
 "not" : {
 "Country" : [
 "is United States of America"
 ]
 }
 },
 {
 "not" : {
 "Country" : [
 "is Canada"
 ]
 }
 },
 {
 "not" : {
 "Country" : [
 "is Canada"
 ]
 }
 },
 {
 "not" : {
 "Continent" : [
 "is North America"
 ]
 }
 }
 ]
}

 The dataset includes 124 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046279-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h6wdrg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Argostemma linearifolium Valeton"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046808-230224095556074/datasets/export for details.
DOI: 10.15468/dl.af548g
title: Occurrence Download

description: A dataset containing 1023 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chrysocyon brachyurus (Illiger, 1815)"
 ]
}

 The dataset includes 1023 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0099519-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kgr4c5
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Leptophis haileyi Murphy, Charles, Lehtinen & Koeller, 2013)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046303-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xsdwur
title: Occurrence Download

description: A dataset containing 570 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-118.3313409000000007 33.9451985999999977, -118.3313409000000007 33.9480389699999989, -118.3313409000000007 33.9498328800000024, -118.3313409000000007 33.9525237599999983, -118.3313409000000007 33.9546166599999992, -118.3313409000000007 33.9574570300000005, -118.3313409000000007 33.9601479000000026, -118.3290985799999930 33.9601479000000026, -118.3259593500000051 33.9601479000000026, -118.3235675500000070 33.9601479000000026, -118.3205777999999952 33.9601479000000026, -118.3160931799999958 33.9601479000000026, -118.3128044500000016 33.9601479000000026, -118.3086188000000050 33.9601479000000026, -118.3086188000000050 33.9564105799999965, -118.3086188000000050 33.9549156499999967, -118.3086188000000050 33.9519257899999971, -118.3086188000000050 33.9480389699999989, -118.3086188000000050 33.9451985999999977, -118.3119075299999992 33.9451985999999977, -118.3141498399999989 33.9451985999999977, -118.3169900999999982 33.9451985999999977, -118.3207272899999936 33.9451985999999977, -118.3240160099999940 33.9451985999999977, -118.3259593500000051 33.9451985999999977, -118.3287996100000043 33.9451985999999977, -118.3313409000000007 33.9451985999999977))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 570 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075516-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gj8ee3
title: Occurrence Download

description: A dataset listing the 40033 species recorded in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Fabaceae",
 "Year is less than or equal to 2022"
 ]
}

 The dataset's 40033 records were derived from 5513 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046265-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive138523.20241212.9.2
title: Caldimonas manganoxidans

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive138525.20241212.9.2
title: Histophilus somni

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive138527.20241212.9.2
title: Planomicrobium alkanoclasticum

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive138532.20241212.9.2
title: Vibrio gallicus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive138533.20241212.9.2
title: Vibrio gallicus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive138534.20241212.9.2
title: Ensifer adhaerens

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive138537.20241212.9.2
title: Shewanella schlegeliana

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive138538.20241212.9.2
title: Shewanella marinintestina

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive138539.20241212.9.2
title: Shewanella sairae

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15468/dl.ubmbv2
title: Occurrence Download

description: A dataset containing 809 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mimosa bimucronata (DC.) Kuntze)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 809 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010435-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive138540.20241212.9.2
title: Rhodopseudomonas faecalis

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15468/dl.4ajwpm
title: Occurrence Download

description: A dataset containing 334 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Sampling Event data for NorthEast Nyika Plateau, Karonga side"
 ]
}

 The dataset includes 334 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010438-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive138552.20241212.9.2
title: Alkalibacterium psychrotolerans

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive138554.20241212.9.2
title: Chryseobacterium elymi

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive138562.20241212.9.2
title: Acinetobacter baumannii

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive138588.20241212.9.2
title: Tenacibaculum ovolyticum

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive138607.20241212.9.2
title: Escherichia coli

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive138613.20241212.9.2
title: Enterococcus malodoratus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive138619.20241212.9.2
title: Corynebacterium renale

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive138622.20241212.9.2
title: Staphylococcus hominis

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive138662.20241212.9.2
title: Paenibacillus lentimorbus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive138664.20241212.9.2
title: Haemophilus piscium

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive138669.20241212.9.2
title: Enterococcus avium

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive138670.20241212.9.2
title: Gemella haemolysans (Thjøtta and Bøe 1938) Berger 1960

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive138719.20241212.9.2
title: Streptococcus thermophilus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive138756.20241212.9.2
title: Corynebacterium tuberculostearicum

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15468/dl.puejpw
title: Occurrence Download

description: A dataset containing 234 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Podostemum comatum Hicken"
 ]
}

 The dataset includes 234 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001755-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qnfbe8
title: Occurrence Download

description: A dataset listing the 3004 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((0.504 46.581,1.043 46.581,1.043 47.12,0.504 47.12,0.504 46.581))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta",
 "Year 1924-2024"
 ]
}

 The dataset's 3004 records were derived from 133 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001732-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14066025
title: Code and Data to "Quantile regression for temporal streamflow modeling"

description: This is the accompanying code to "Quantile regression for temporal streamflow modeling", which is part of the manuscript "The Role of Process Heterogeneity in Statistical Modeling", which was submitted to the Austrian Journal of Statistics. 

 

The data used in this publication is fully accessible through the LamaH-CE dataset. The two scripts "functions_create_data.R" and "create_data.R" will create the final dataset used for modelling. 

"functions_modelling.R" provide the functions for tuning the XGBoost model and computing the SHAP values. An example script is also attached (calc_predictions_shap.R). "analyzing_results.R" and "error_metrics.R" will produce the final output used in the manuscript. Finally, two plots produced in the script are added as pdf. 

All data analysis was performed in R, and we want to acknowledge the following packages: dplyr, tidyr, lubridate, purrr, glmnet, xgboost, shapr, Metrics, gridExtra, zoo and wesanderson.
DOI: 10.5281/zenodo.14066026
title: Code and Data to "Quantile regression for temporal streamflow modeling"

description: This is the accompanying code to "Quantile regression for temporal streamflow modeling", which is part of the manuscript "The Role of Process Heterogeneity in Statistical Modeling", which was submitted to the Austrian Journal of Statistics. 

 

The data used in this publication is fully accessible through the LamaH-CE dataset. The two scripts "functions_create_data.R" and "create_data.R" will create the final dataset used for modelling. 

"functions_modelling.R" provide the functions for tuning the XGBoost model and computing the SHAP values. An example script is also attached (calc_predictions_shap.R). "analyzing_results.R" and "error_metrics.R" will produce the final output used in the manuscript. Finally, two plots produced in the script are added as pdf. 

All data analysis was performed in R, and we want to acknowledge the following packages: dplyr, tidyr, lubridate, purrr, glmnet, xgboost, shapr, Metrics, gridExtra, zoo and wesanderson.
DOI: 10.34740/kaggle/dsv/10017323
title: World Weather Repository ( Daily Updating )
DOI: 10.15468/dl.uxuguw
title: Occurrence Download

description: A dataset containing 624 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Podostemum distichum (Cham.) Wedd."
 ]
}

 The dataset includes 624 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001757-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yf7b3j
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((93.52127 7.48556,94.57038 -0.36138,102.58858 -7.53348,109.63261 -5.07573,109.25792 -0.43631,106.85996 0.83757,93.52127 7.48556))",
 "HasGeospatialIssue is false",
 "TaxonKey is Rafflesia arnoldi R.Br."
 ]
}

 The dataset includes 24 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001759-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23668/psycharchives.15599
title: RCT Dataset - Clinical effectiveness of personalized telephone coaching for agriculturists in preventing psychological distress (TEC-A)
title: Wirksamkeit und Kosteneffektivität von telefonischem Einzelfallcoaching in der Prävention psychischer Belastung in den Agrarberufen TEC-A (Tele-based Coaching for Agriculturists);

description: This two-armed randomized controlled trial evaluates the clinical and cost-effectiveness of personalized tele-based coaching offered by IVP Networks (a provider of integrated health services), on the prevention and reduction of depressive symptoms in a specific target group. This target group consists of farmers, foresters, horticulturists and landscape designers who are policyholders of a social insurance scheme for green professions in Germany (Sozialversicherung für Landwirtschaft, Forsten und Gartenbau, SVLFG). The study is part of a joint project („Mit uns im Gleichgewicht“, translated: “With us in balance”) with the objective of promotion and preservation of mental health in green professions which is funded by the SVLFG and scientifically evaluated by the Friedrich-Alexander-University Erlangen-Nuremberg and the University Ulm. Preventive services aiming at the reduction of psychological strain are of particular interest for green professions, as difficult working conditions (e.g. heavy workload, family conflicts and seasonal work) in this occupational group can facilitate the development of depressive symptoms. In this study, data will be collected from a sample of N = 312 at four times of measurement: T0 (baseline) immediately before randomization, T1 (post) six months, T2 (first follow up) twelve months and T3 (second follow up) 18 months after randomization. The primary goal is to evaluate the clinical effectiveness of the personalized tele-based coaching compared to a TAU+ condition with regard to the reduction of depressive symptoms at T1 (post measurement). Secondary goals are, among other things, the evaluation of cost-effectiveness, adherence of, acceptance of and satisfaction with the intervention and its impact on further health aspects.
DOI: 10.57745/6mbciy
title: Replication Data.rar

description: :unav
DOI: 10.15468/dl.qbygve
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Podostemum fruticulosum (Tul. & Wedd.) Wedd."
 ]
}

 The dataset includes 17 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001760-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5tvy7a
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Observation.org, Nature data from around the World",
 "TaxonKey is Nipponia nippon (Temminck, 1835)"
 ]
}

 The dataset includes 45 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001761-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.skrm3g
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is one of (Platystemma violoides Wall.)"
 ]
}

 The dataset includes 36 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001763-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j2mvck
title: Occurrence Download

description: A dataset containing 10268 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "OccurrenceStatus is Present",
 "TaxonKey is Petromyzon marinus Linnaeus, 1758"
 ]
}

 The dataset includes 10268 records from 145 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001762-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14221583
title: Nonlinear Dataset

description: The nonlinear dataset was created to evaluate the performance of machine learning algorithms in identifying complex nonlinear patterns. This dataset was derived by regenerating the Slovak exact cropped dataset into a new nonlinear form.

The Slovak exact cropped dataset comprises 527 images of four tree species: European beech (Fagus sylvatica L.), Sessile oak (Quercus petraea (Matt.) Liebl.), Norway spruce (Picea abies (L.) H. Karst.), and European silver fir (Abies alba Mill.). Of these, 321 images were selected to generate the nonlinear dataset, including 80 images from each of the first three species and 81 images from the last. These images were captured in Včelien, Banskobystrický, Slovakia, in June 2022.

The dataset features high-resolution images taken from a distance of approximately half a meter from the trees. Each tree is represented by 15-22 images, taken from various ground angles to provide a comprehensive view of the bark. Consecutive images maintain a minimum of 60% overlap, ensuring a robust representation of each tree's bark texture.
DOI: 10.5281/zenodo.14221584
title: Nonlinear Dataset

description: The nonlinear dataset was created to evaluate the performance of machine learning algorithms in identifying complex nonlinear patterns. This dataset was derived by regenerating the Slovak exact cropped dataset into a new nonlinear form.

The Slovak exact cropped dataset comprises 527 images of four tree species: European beech (Fagus sylvatica L.), Sessile oak (Quercus petraea (Matt.) Liebl.), Norway spruce (Picea abies (L.) H. Karst.), and European silver fir (Abies alba Mill.). Of these, 321 images were selected to generate the nonlinear dataset, including 80 images from each of the first three species and 81 images from the last. These images were captured in Včelien, Banskobystrický, Slovakia, in June 2022.

The dataset features high-resolution images taken from a distance of approximately half a meter from the trees. Each tree is represented by 15-22 images, taken from various ground angles to provide a comprehensive view of the bark. Consecutive images maintain a minimum of 60% overlap, ensuring a robust representation of each tree's bark texture.
DOI: 10.5281/zenodo.12793855
title: Permeability, acoustic emission and wave velocities during compaction of porous sandstone
DOI: 10.5281/zenodo.12793856
title: Permeability, acoustic emission and wave velocities during compaction of porous sandstone