cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.26206556
title: Arctic tern-optimized weighted feature regression system for predicting bridge scour depth

description: This paper presents a pioneering artificial intelligence (AI) solution – the Arctic Tern-Optimized Weighted Feature Least Squares Support Vector Regression (ATO-WFLSSVR) system to aid civil engineers in accurately predicting scour depth at bridges. This prediction system amalgamates the strengths of hybrid models by uniting a metaheuristic optimization algorithm with weighted features and least squares support vector regression (WFLSSVR). The metaheuristic algorithm concurrently optimizes all hyperparameters of constituent WFLSSVR models, resulting in a highly effective system. Validation involves a comprehensive assessment using two case studies, which include datasets of scour depths across various complexities and pier foundation types. Comparative analyses against single AI models, conventional ensemble models, hybrid techniques, and empirical methods demonstrate that ATO-WFLSSVR's reliability outperforms others in performance evaluation metrics. Specifically, for the field dataset, ATO-WFLSSVR achieves MAPE and R values of 20.92% and 0.9435, respectively, and for scour depth data at complex pier foundations, it records MAPE and R values of 6.49% and 0.9384, respectively. The automated predictive analytics underscore the robustness, efficiency, and stability of ATO-WFLSSVR compared to existing methods. This study's notable contributions include the development of an innovative optimization algorithm named Arctic Terns Optimizer (ATO), proficiency in solving high-dimensional optimization problems, and the creation of a user-friendly graphical interface system, a promising tool for civil engineers to estimate scour depth at bridges. Further testing and evaluation of ATO-WFLSSVR across diverse datasets encompassing more complex scenarios are recommended. The data and source code for this study are currently accessible at https://www.researchgate.net/profile/Jui-Sheng-Chou/publications.
DOI: 10.6084/m9.figshare.26206556.v1
title: Arctic tern-optimized weighted feature regression system for predicting bridge scour depth

description: This paper presents a pioneering artificial intelligence (AI) solution – the Arctic Tern-Optimized Weighted Feature Least Squares Support Vector Regression (ATO-WFLSSVR) system to aid civil engineers in accurately predicting scour depth at bridges. This prediction system amalgamates the strengths of hybrid models by uniting a metaheuristic optimization algorithm with weighted features and least squares support vector regression (WFLSSVR). The metaheuristic algorithm concurrently optimizes all hyperparameters of constituent WFLSSVR models, resulting in a highly effective system. Validation involves a comprehensive assessment using two case studies, which include datasets of scour depths across various complexities and pier foundation types. Comparative analyses against single AI models, conventional ensemble models, hybrid techniques, and empirical methods demonstrate that ATO-WFLSSVR's reliability outperforms others in performance evaluation metrics. Specifically, for the field dataset, ATO-WFLSSVR achieves MAPE and R values of 20.92% and 0.9435, respectively, and for scour depth data at complex pier foundations, it records MAPE and R values of 6.49% and 0.9384, respectively. The automated predictive analytics underscore the robustness, efficiency, and stability of ATO-WFLSSVR compared to existing methods. This study's notable contributions include the development of an innovative optimization algorithm named Arctic Terns Optimizer (ATO), proficiency in solving high-dimensional optimization problems, and the creation of a user-friendly graphical interface system, a promising tool for civil engineers to estimate scour depth at bridges. Further testing and evaluation of ATO-WFLSSVR across diverse datasets encompassing more complex scenarios are recommended. The data and source code for this study are currently accessible at https://www.researchgate.net/profile/Jui-Sheng-Chou/publications.
DOI: 10.15468/dl.egfggl
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Nannofossil abundance of Hole 5-34"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007982-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nbldgu
title: Occurrence Download

description: A dataset containing 722 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sparus aurata Linnaeus, 1758"
 ]
}

 The dataset includes 722 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008150-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.srshxf
title: Occurrence Download

description: A dataset containing 1300 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phytolacca dioica L."
 ]
}

 The dataset includes 1300 records from 140 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008225-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.19ljr7
title: Occurrence Download

description: A dataset containing 880 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Collection Paleobotanique de l'Universite Paris 6"
 ]
}

 The dataset includes 880 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008181-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.37yw5r
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Delphinus delphis Linnaeus, 1758",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 43 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016666-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hvsryj
title: Occurrence Download

description: A dataset containing 176 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Olmeca Soderstr."
 ]
}

 The dataset includes 176 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008300-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xhpfyp
title: Occurrence Download

description: A dataset containing 3986 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myotis emarginatus (E.Geoffroy, 1806)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3986 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008550-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kg9zaq
title: Occurrence Download

description: A dataset containing 3523 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Urosaurus nigricauda (Cope, 1864)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3523 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008544-160822134323880/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.26206562.v1
title: Formation of PGE- and sulphide-bearing chromitites and associated anorthositic rocks in layered intrusion by infiltration of reactive, Cl-rich fluid

description: Supplementary material
DOI: 10.6084/m9.figshare.26206562
title: Formation of PGE- and sulphide-bearing chromitites and associated anorthositic rocks in layered intrusion by infiltration of reactive, Cl-rich fluid

description: Supplementary material
DOI: 10.15468/dl.naznaf
title: Occurrence Download

description: A dataset containing 784 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "GadmGid is one of (GBR.1.84_1, GBR.4.22.1_1)",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhododendron ponticum L."
 ]
}

 The dataset includes 784 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016667-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ej0od0
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "Country is Ethiopia",
 "HasCoordinate is true",
 "DatasetKey is Edinburgh (E) Herbarium Specimens"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008530-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8587g6
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "GadmGid is CHN.19_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Tamarix chinensis Lour."
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016668-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.io9xn8
title: Occurrence Download

description: A dataset containing 1412442 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Megaceryle alcyon (Linnaeus, 1758)"
 ]
}

 The dataset includes 1412442 records from 161 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008732-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gk3swv
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Jatropha grossidentata Pax & K.Hoffm.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 47 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008818-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.o77xdu
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Dinoponera australis Emery, 1910",
 "TaxonKey is Dinoponera australis nigricolor Borgmeier, 1937",
 "TaxonKey is Dinoponera australis bucki Borgmeier, 1937",
 "TaxonKey is Dinoponera australis australis"
 ]
 },
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008763-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v3yhuj
title: Occurrence Download

description: A dataset containing 433 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Colubrina glandulosa subsp. reitzii (M.C.Johnst.) Borhidi, Colubrina glandulosa var. reitzii (M.C.Johnst.) M.C.Johnst., Colubrina ruffa (Vell.) Reissek, Colubrina rufa var. reitzii M.C.Johnst., Ziziphus ruffa (Vell.) Mart.)"
 ]
}

 The dataset includes 433 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016669-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yc5haz
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aegiale hesperiaris (Walker, 1855)",
 "DatasetKey is Repatriación de datos de los lepidópteros depositados en la Colección del McGuire Center for Lepidoptera and Biodiversity, Florida Museum of Natural History"
 ]
}

 The dataset includes 15 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008761-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fkxkbt
title: Occurrence Download

description: A dataset containing 908 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Taxus wallichiana Zucc."
 ]
}

 The dataset includes 908 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009181-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cbgobk
title: Occurrence Download

description: A dataset containing 15096 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arvicola amphibius (Linnaeus, 1758)"
 ]
}

 The dataset includes 15096 records from 212 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009132-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/by92-kc60
title: Autonomous vehicle groups

description: The advancement of autonomous technology has elevated the significance of autonomous vehicles in contemporary transportation systems. Currently, individual autonomous vehicles exhibit limited perception range and insufficient autonomous driving capabilities. Cooperative groups of autonomous vehicles, facilitated by advanced communication technologies, enhance traffic efficiency through information exchange. Existing research predominantly focuses on centralized autonomous vehicle groups, where the leading node faces challenges of weak resilience and heavy computational load, posing difficulties in maintaining group cohesion over time. To address these issues, this paper introduces a decentralized formation and self-adaptation method for autonomous vehicle groups based on consensus resistance in closed scenes. First, we propose consensus resistance to assess consistency of group and its member, and devise a decentralized formation approach for autonomous vehicle groups. Subsequently, we present an self-adaption model for autonomous vehicle groups, incorporating four evolutionary events: expansion, merging, reduction, and splitting, to maintain the viability of moving vehicle groups. Simulation results demonstrate the proposed method can effectively construct vehicle groups in both real-world and simulated environments, showcasing robust consistency throughout the self-adaption process.
DOI: 10.15468/dl.qowfxu
title: Occurrence Download

description: A dataset containing 1229 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Centipedes of Ireland"
 ]
}

 The dataset includes 1229 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009109-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12567243
title: Anisotropic sphere object

description: This dataset focuses on a single, highly complex object created in Blender. It comprises 100 high-resolution images, each 1080 × 1080 pixels, divided into 67 training and 33 testing samples. The object features textured anisotropic reflections and incorporates a distinctive strip with higher roughness.  This dataset is specifically designed to challenge and enhance novel view synthesis techniques.

 

To train a model, set near and far parameters to [0.5, 4.5].
DOI: 10.5281/zenodo.12567244
title: Anisotropic sphere object

description: This dataset focuses on a single, highly complex object created in Blender. It comprises 100 high-resolution images, each 1080 × 1080 pixels, divided into 67 training and 33 testing samples. The object features textured anisotropic reflections and incorporates a distinctive strip with higher roughness.  This dataset is specifically designed to challenge and enhance novel view synthesis techniques.
DOI: 10.5281/zenodo.12568381
title: Anisotropic sphere object

description: This dataset focuses on a single, highly complex object created in Blender. It comprises 100 high-resolution images, each 1080 × 1080 pixels, divided into 67 training and 33 testing samples. The object features textured anisotropic reflections and incorporates a distinctive strip with higher roughness.  This dataset is specifically designed to challenge and enhance novel view synthesis techniques.

 

To train a model, set near and far parameters to [0.5, 4.5].
DOI: 10.15468/dl.avsw1p
title: Occurrence Download

description: A dataset containing 430 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amatitlania nigrofasciata (Günther, 1867)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 430 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009107-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lhlxbc
title: Occurrence Download

description: A dataset containing 214 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rosa ×nitidula Besser",
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen"
 ]
 }
 ]
}

 The dataset includes 214 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009091-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18712/nsd-nsd0018h-v2
title: Income- and Property Survey 1984, Household File

description: Statistics Norway (SSB) conducted wide-ranging Income Studies in 1958, 1962, 1967, 1970, 1973, 1976, 1979 and 1982. As of 1984, SSB moved to a system of annual surveys. This entailed changes, more in terms of sample size and sampling method than the type of information that was gathered. The information is mainly decided by what is available in public tax assessment records. The Income Studies should not be considered ordinary sample surveys, they are based on a sample drawn from registers from the Norwegian equivalent to the Internal Revenue Service. This means that foreign citizens would be part of the sample if they are registered in the Central Person Register, which they will normally be if they have valid work and residence permits. Children born during the year in question will be included in the sample regardless of birth date, and so will persons dying that the year.

The objective of the Income Studies have been to elucidate the income conditions for the entire population and for different groups. A main point is to gather statistics on households that live and eat together, as well as getting an overview of the distribution of persons and households by size of income, socio-economic groups, household type, geography etc. Another objective is to collect income and fortune data as a backdrop for the Level of Living and Consumer surveys. Information is gathered om all types of income, fortune, taxes, income for individuals and households. Some information is added from other registers (amongst others, marital status and family composition, whilst information on household composition is gathered through interviews. In addition, one generally includes information on education, profession and occupation for individuals and household composition, type and primary income recipients for the households.  

There exist both a household file and a person file. These are documented separately. This is the household file.
DOI: 10.18712/nsd-nsd1641-v2
title: Browse Plant Resources Along Environmental Gradients in Savanna, 1998

description: The purpose of the project is to describe the variation in access to and utilization of "kvistbete" within and between plant species along gradients in the environment. The background for the project is based on the question "How should forest management resources be managed to provide maximum sustainable yield in a savannah environment?" And further investigates how access and utilization of "kvistbete" vary within and between plant species along gradients in the environment. The main findings of the project suggest that utilization of and access to "kvistbete" on the savannah varies considerably across gradients in the landscape and regional scale.

Data collection for the project has been conducted in southern Africa's savannah landscape.
DOI: 10.15468/dl.vgmu7v
title: Occurrence Download

description: A dataset containing 157873 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "Country is Benin"
 ]
}

 The dataset includes 157873 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006143-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z3vweq
title: Occurrence Download

description: A dataset containing 1676 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Otus sunia (Hodgson, 1836)",
 "Year 2000-2024"
 ]
}

 The dataset includes 1676 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055971-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1wpzrz
title: Occurrence Download

description: A dataset containing 39114 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Year 1950-2020",
 "Geometry POLYGON((-92.50049 15.41979,-85.96143 15.41979,-85.96143 21.97565,-92.50049 21.97565,-92.50049 15.41979))",
 "HasCoordinate is true",
 "TaxonKey is Setophaga petechia (Linnaeus, 1766)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 39114 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042302-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.