cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc26fyxj
title: CCDC 2039208: Experimental Crystal Structure Determination

description: Related Article: Chen Cao, Guo-Xi Yang, Ji-Hua Tan, Dong Shen, Wen-Cheng Chen, Jia-Xiong Chen, Jian-Li Liang, Ze-Lin Zhu, Shi-Hao Liu, Qing-Xiao Tong, Chun-Sing Lee|2021|Mat.Today.Energy|21|100727|doi:10.1016/j.mtener.2021.100727
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.fbhfgs
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plocama dubia (Aitch. & Hemsl.) M.Backlund & Thulin"
 ]
}

 The dataset includes 11 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076365-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cmvpju
title: Occurrence Download

description: A dataset containing 5995 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amanita crocea (Quél.) Singer"
 ]
}

 The dataset includes 5995 records from 198 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076364-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5r63cz
title: Occurrence Download

description: A dataset containing 127 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polygala crotalarioides Buch.-Ham. ex DC."
 ]
}

 The dataset includes 127 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076366-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nu55a4
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plocama ehrendorferi Mirtadz. & Bordbar"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076367-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/78895624039aaa0e75c6d71970fd7fb4
title: PIE LTER, stable isotope chemistry (carbon, nitrogen and sulfur) for food web analysis of functional groups in the Plum Island Sound Estuary, Massachusetts.

description: Stable isotopes of primary producers will be compared to stable isotopes of functional groups of organisms at primarily three sites within the estuary that have different dominant sources of organic matter.
The three sites are: Lower (IBYC, SO-3, mouth of Plum Island Sound, 2-3 km upstream of the mouth of the estuary), Middle (OTL, PR-10.1, upper Sound, lower Parker, 8-11 km upstream of the mouth of the estuary) and Upper (P2, PR-21.9, upper Parker, above Middle Rd Bridge (22 km upstream of the mouth of the estuary).  The Lower site is dominated by marine phytoplankton, the Middle site is dominated by a mixture of salt marsh and phytoplankton and the Upper site is dominated by oligohaline phytoplankton and fresh marsh.
Ten functional groups will be sampled at each site (Surface sediment, benthic diatoms, Nereis, mummichog, ribbed mussels, POM, blue mussels, pelagic copepods (Acartia), silversides and soft shell clams (Mya).  Marsh, benthic algae and phytoplankton inputs or benthic vs. pelagic pathways will be evident in the isotopic signals of these functional groups.  Samples will be collected between the middle and end of August to reflect a growing season using recently produced OM.  Samples of 15 – 20 individuals will be pooled for analysis. Some silverside samplings will have 3 different pooled samples for determination of variance.  Often times the same species are not collected at each site due to habitat differences (salinity/discharge) so additional species are collected to try to accomplish task of getting functional groups collected.
DOI: 10.15468/dl.rt7j7g
title: Occurrence Download

description: A dataset containing 2717332 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Malaysia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2717332 records from 897 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076337-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.anad5f
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polygala dasanensis Thulin"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076368-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.svdehz
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plocama eriantha (Jaub. & Spach) M.Backlund & Thulin"
 ]
}

 The dataset includes 27 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076369-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c7aeux
title: Occurrence Download

description: A dataset listing the 5 species recorded in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Syzygium aromaticum (L.) Merr. & L.M.Perry"
 ]
}

 The dataset's 5 records were derived from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076338-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fsv3pd
title: Occurrence Download

description: A dataset containing 2894 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Squilla empusa Say, 1818"
 ]
}

 The dataset includes 2894 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076370-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n89swu
title: Occurrence Download

description: A dataset containing 37828 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Mosquito Alert Dataset"
 ]
}

 The dataset includes 37828 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0105640-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e200841v1
title: Parameters of Phubbing

description: Several studies have now concluded that phubbing (i.e., using a phone to snub conversational partners) has a negative influence on conversations, individuals, and their relationships. Yet, phone usage during face-to-face conversations may vary in degree, purpose, and frequency and research has yet to identify the point at which phone usage causes conversational partners to feel phubbed. Using Attribution Theory as a framework, the present study begins to explore the parameters of phubbing to understand when phone usage does and does not count as phubbing. Findings demonstrated that individual biases and attributions influence perceptions and effects of phone usage during face-to-face conversations. Specifically, individuals with more negative biases towards phone usage were more likely to activate an attributional framework that caused them to believe that their partner’s phone usage constituted phubbing. Findings also suggested that nonverbal immediacy may mediate the effects of phone usage during face-to-face conversations such that phone usage that hinders nonverbal immediacy is more likely to be perceived as phubbing.
DOI: 10.25442/hku.26830453
title: <i>Supporting data for</i><i> "</i><i>The Use of Variation and Connections in Chinese Mathematics Lessons</i><i>"</i>

description: The current study is dedicated to obtaining a more thorough understanding of the use of variation and connections in naturalistic mathematics teaching practices in China. The research object is the mathematics topic of functions in the senior secondary school curriculum, which requires approximately 8–16 lessons to fit the specific situations of different classes. The participants were six ordinary mathematics teachers in three locally renowned schools located in three different cities in China. Various data collection methods were applied in this research to identify more information on natural real-world teaching design regarding the use of variation and connections. First, observation with video recording was conducted in all lessons to capture more details and can be repeatedly viewed and examined. The essential information has been extracted and integrated, which can be found in the file "Video Note". Second, semi-structured interviews were conducted with teachers to gather their basic information, explore their intentions and reflections about lessons, and validate the ideas of the researcher. This information can be found in the file "Interview". Third, students' performances were also collected from tests, which can be found in the file "Test". The data of all types were categorized by teachers, i.e., the video set of lessons taught by each teacher, the interview of each teacher, and the overall test results of the class taught by each teacher. Therefore, there are usually six cases corresponding to six teachers in all files.
DOI: 10.25442/hku.26830453.v1
title: <i>Supporting data for</i><i> "</i><i>The Use of Variation and Connections in Chinese Mathematics Lessons</i><i>"</i>

description: The current study is dedicated to obtaining a more thorough understanding of the use of variation and connections in naturalistic mathematics teaching practices in China. The research object is the mathematics topic of functions in the senior secondary school curriculum, which requires approximately 8–16 lessons to fit the specific situations of different classes. The participants were six ordinary mathematics teachers in three locally renowned schools located in three different cities in China. Various data collection methods were applied in this research to identify more information on natural real-world teaching design regarding the use of variation and connections. First, observation with video recording was conducted in all lessons to capture more details and can be repeatedly viewed and examined. The essential information has been extracted and integrated, which can be found in the file "Video Note". Second, semi-structured interviews were conducted with teachers to gather their basic information, explore their intentions and reflections about lessons, and validate the ideas of the researcher. This information can be found in the file "Interview". Third, students' performances were also collected from tests, which can be found in the file "Test". The data of all types were categorized by teachers, i.e., the video set of lessons taught by each teacher, the interview of each teacher, and the overall test results of the class taught by each teacher. Therefore, there are usually six cases corresponding to six teachers in all files.
DOI: 10.15468/dl.ms5nys
title: Occurrence Download

description: A dataset containing 4373 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Bassaricyon gabbii J.A.Allen, 1876, Rhipsalis baccifera (J.S.Muell.) Stearn)"
 ]
}

 The dataset includes 4373 records from 248 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0105641-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/nxvh-m657
title: UWB DW1000 Dataset for indoor environments

description: The accurate distinction between line-of-sight (LOS) and non-line-of-sight (NLOS) propagation channels is paramount for precise distance measurement within ultra-wideband (UWB) indoor localization systems. In complex and dynamic environments, such as those encountered in the indoor positioning of autonomous mobile robots or vehicles, UWB signal propagation is particularly susceptible to NLOS conditions. However, much of the existing literature focuses on binary LOS/NLOS classifications, often overlooking the complexities of real-world environments such as hard-NLOS and multipath conditions. Additionally, a dynamic adaptation model for diverse indoor environments is lacking. This omission impedes the accuracy of UWB localization applications, such as autonomous robotics, where precision is vital in complex indoor settings. The real measurement data were conducted in two residential environments encompassing multiple rooms that were selected for the measurement campaign to cover the variable influence of indoor environments on RF signal propagation. The data required for our experimental evaluations were gathered in four rooms of varying dimensions (5 m × 4 m, 10 m x 4 m, 20 m x 6 m, and 4 m x 2 m) within a building environment, a hall measuring 8 m × 48 m containing various items of furniture, and two corridors with widths of 3 m and 1.5 m, respectively. These measurement data were collected under different propagation channels across these diverse scenarios. For the NLOS experiments within our project, the setup required the creation of obstacles between the anchor and target transceivers to simulate NLOS conditions, necessitating the use of two different rooms. In particular, this work has focused on the analysis of soft and hard NLOS propagation channels, which helps in understanding how different obstacles may affect UWB signal transmission. The illustration scenario in which the signal emitted from a tag device is received by anchor nodes under several conditions in a situation where an UWB transceiver, Qorvo DW 1000, acts as both the tag device and the anchor nodes.
DOI: 10.15468/dl.c6rwqk
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bassaricyon gabbii J.A.Allen, 1876"
 ]
}

 The dataset includes 112 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0105643-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.54ybqr
title: Occurrence Download

description: A dataset containing 11851649 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Ecuador"
 ]
}

 The dataset includes 11851649 records from 2171 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0105628-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15209987
title: Unlearning Subsets: MNIST, Colored MNIST and Fashion MNIST

description: Purpose

This dataset(s) was created during the research on my Bachelor Thesis.

The goal was to research the effects of Machine Unlearning and test 3 Machine Unlearning Algorithms.Further details can be found on my GitHub Repository.

Structure

The dataset takes three well-known ones (MNIST, Colored MNIST, Fashion MNIST) and splits one of the respective classes (classes "7" for MNIST, "7" for Colored MNIST and "5" for Fashion MNIST). The unlearned subset is determined by the appearance of an "e" at the end of the folder name. E.g. for MNIST, the folder named 7 contains the retain data samples of class "7", while 7e contains the forgotten data samples.
DOI: 10.15468/dl.sxkd5f
title: Occurrence Download

description: A dataset containing 113855 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vipera berus (Linnaeus, 1758)"
 ]
}

 The dataset includes 113855 records from 523 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021658-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qcu775
title: Occurrence Download

description: A dataset containing 6447 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Trigona fulviventris Guérin-Méneville, 1844"
 ]
}

 The dataset includes 6447 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078230-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qmezch
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudetroplus maculatus (Bloch, 1795)"
 ]
}

 The dataset includes 94 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051828-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ftqycn
title: Occurrence Download

description: A dataset containing 956 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Boana pugnax (Schmidt, 1857)",
 "Year 1971-2021"
 ]
}

 The dataset includes 956 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0295853-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pha73s
title: Occurrence Download

description: A dataset containing 388 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Osmunda vachellii Hook."
 ]
}

 The dataset includes 388 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0231092-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.89upwd
title: Occurrence Download

description: A dataset containing 13632088 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 13632088 records from 2377 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0322314-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh1899179.08fu
title: SH1899179.08FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1899180.08fu
title: SH1899180.08FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh2876179.08fu
title: SH2876179.08FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.