cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25442/hku.28237718.v1
title: Supporting Data for "Delta Learning and Its Applications in Computational Chemistry"

description: This is a Supporting File for the PhD thesis. The thesis is about a machine learning protocol called delta learning, which is used to calibrate computed low-fidelity results to their higher-fidelity counterparts.The file contains a README file, listing all the data needed to plot the graphs consisted in the thesis. The file "dataset(main_folder)" contains all data and scripts. Running the *.py files will take in the *.txt files and plot out graphs. For running the scripts, Python with matplotlib is required, together with numpy and pandas.Fig2.3abc are R^2 correlation graphs for SchNet-predicted, DFT-computed, and experimental heat of formation. Fig3.1 are graphs of R^2 correlation between MD computed, random-forest-predicted, and experimental open circuit voltages (OCVs). Fig3.2 are the OCV plots of three battery materials. Fig3.3 are the error analysis for the delta learning correction process. Fig3.4 are R^2 correlation between MD computed, auto-platform-predicted, and experimental OCVs.
DOI: 10.25442/hku.28236839
title: supporting data for PhD thesis "Ecological patterns and physiological adaptations of marine bacteria in tropical extreme environments"

description: Microbes are ubiquitous in our oceans. These organisms can thrive even in some of the harshest places on Earth including tropical rocky shores and the deep sea. The extreme environmental conditions of these habitats (e.g., temperature, UV and atmospheric pressure) have influenced the diversity and evolution of marine microbes, shaping a variety of phenotypic adaptations. It is unclear, however, whether these phenotypic adaptations are underpinned by similar agents of selection (i.e., extreme environmental conditions), driving convergent evolution in microbial functional and genetic characteristics. Addressing this major knowledge gap in microbial ecology can help us to understand the generality and predictability of microbial evolution in extreme environments as well as the mechanisms underpinning enhanced tolerances to environmental stress. Here, the patterns of microbial diversity along environmental gradients in extreme marine habitats were explored. By integrating phenotypic and molecular approaches, the variation in functional and genetic characteristics of microbes (Bacteria) along the gradients was assessed. Findings of this study will help to improve our understanding of the mechanisms supporting microbial diversity and ecological success in changing and extreme environments.
DOI: 10.25442/hku.28236839.v1
title: supporting data for PhD thesis "Ecological patterns and physiological adaptations of marine bacteria in tropical extreme environments"

description: Microbes are ubiquitous in our oceans. These organisms can thrive even in some of the harshest places on Earth including tropical rocky shores and the deep sea. The extreme environmental conditions of these habitats (e.g., temperature, UV and atmospheric pressure) have influenced the diversity and evolution of marine microbes, shaping a variety of phenotypic adaptations. It is unclear, however, whether these phenotypic adaptations are underpinned by similar agents of selection (i.e., extreme environmental conditions), driving convergent evolution in microbial functional and genetic characteristics. Addressing this major knowledge gap in microbial ecology can help us to understand the generality and predictability of microbial evolution in extreme environments as well as the mechanisms underpinning enhanced tolerances to environmental stress. Here, the patterns of microbial diversity along environmental gradients in extreme marine habitats were explored. By integrating phenotypic and molecular approaches, the variation in functional and genetic characteristics of microbes (Bacteria) along the gradients was assessed. Findings of this study will help to improve our understanding of the mechanisms supporting microbial diversity and ecological success in changing and extreme environments.
DOI: 10.25442/hku.28229081
title: Supporting data for “ESTROGEN ACTIVATION ON HISTONE H3 LYSINE 79 DIMETHYLATION MEDIATED MENIN AND CHROMATIN INTERACTION IN BREAST CANCER"

description: This dataset is my thesis.In order to understand the dynamics between epigenetic regulation and hormone receptor interactions, proteomic and genomic approaches will be used to explore the effects of oestrogen activation on H3K79me2-mediated Menin/chromatin interactions as well as the mechanism of Menin - DOT1L - ERalpha interactions with chromatin in breast cancer cells.We designed several experiments such as chromatin immunoprecipitation (ChIP).The dataset includes the results of qPCR analyses for ChIP, western blot data relevant to the project, and datasets from anti-Menin, anti-DOT1L and anti-ERalpha co - IP experiments resolved by mass spectrometry.
DOI: 10.25442/hku.28229081.v1
title: Supporting data for “ESTROGEN ACTIVATION ON HISTONE H3 LYSINE 79 DIMETHYLATION MEDIATED MENIN AND CHROMATIN INTERACTION IN BREAST CANCER"

description: This dataset is my thesis.In order to understand the dynamics between epigenetic regulation and hormone receptor interactions, proteomic and genomic approaches will be used to explore the effects of oestrogen activation on H3K79me2-mediated Menin/chromatin interactions as well as the mechanism of Menin - DOT1L - ERalpha interactions with chromatin in breast cancer cells.We designed several experiments such as chromatin immunoprecipitation (ChIP).The dataset includes the results of qPCR analyses for ChIP, western blot data relevant to the project, and datasets from anti-Menin, anti-DOT1L and anti-ERalpha co - IP experiments resolved by mass spectrometry.
DOI: 10.25442/hku.28238468
title: Supporting data for "Enhancing Membrane Permeance through Structural and Distributional Manipulation of Amine Monomers in Interfacial Polymerization"

description: This dataset belong to my PhD thesis which aims at enhancing the membrane permeance through the manipulation of amine monomers in terms of their structure and their distribution. Both polyamide-based TFC membranes (the current material for desalination membranes) and COF membranes (emerging novel materials) were investigated. To provide a comprehensive description of membranes, their physicochemical properties, morphological features, as well as their filtration performance, were studied and discussed. Chapter 3 investigated the structure of aromatic diamine monomers on the polyamide membrane properties. Chapter 4 explored the distribution of MPD monomers on the morphologies and separation performance of the resulting membranes. Chapter 5 adopted end-capping amine monomers to modify the structure and improve the permeance of COF membranes.
DOI: 10.25442/hku.28238468.v1
title: Supporting data for "Enhancing Membrane Permeance through Structural and Distributional Manipulation of Amine Monomers in Interfacial Polymerization"

description: This dataset belong to my PhD thesis which aims at enhancing the membrane permeance through the manipulation of amine monomers in terms of their structure and their distribution. Both polyamide-based TFC membranes (the current material for desalination membranes) and COF membranes (emerging novel materials) were investigated. To provide a comprehensive description of membranes, their physicochemical properties, morphological features, as well as their filtration performance, were studied and discussed. Chapter 3 investigated the structure of aromatic diamine monomers on the polyamide membrane properties. Chapter 4 explored the distribution of MPD monomers on the morphologies and separation performance of the resulting membranes. Chapter 5 adopted end-capping amine monomers to modify the structure and improve the permeance of COF membranes.
DOI: 10.6084/m9.figshare.28327934.v1
title: <b>Ebullition-Enhanc</b><b>ed Release of Microplastics from Aquatic Sediment to Overlying Water: An Overlooked Transport Pathway</b>

description: Source data for Figures 1-5 in the manuscript.
DOI: 10.60656/a6f831a2680c41ed
title: Custom collection of categorize, classification, disdrometer, drizzle, droplet effective radius, and 11 other products from Lindenberg on 6 Aug 2024
DOI: 10.15468/dl.xdr76h
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyrtodactylus angularis (Smith, 1921)"
 ]
}

 The dataset includes 51 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011097-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kc54xt
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fenerivia madagascariensis (Cavaco & Keraudren) R.M.K.Saunders"
 ]
}

 The dataset includes 25 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011099-250127130748423/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.28342001.v3
title: <b>Educational audiology service delivery in </b><b>South Africa: </b><b>Perceptions, practices and challenges of audiologists</b>

description: <b>Aim: </b>Educational Audiology (EA) is a relatively specialised field within audiology where audiologists play a crucial role in providing audiological services to school-aged learners with hearing loss. Audiologists in EA face numerous challenges, particularly in South Africa, where there is limited evidence regarding the provision of audiological services beyond hearing screening. As there is a limited number of trained professionals to provide EA services, audiologists cannot limit themselves to only providing services in a clinical setting. This study aimed to explore the perceptions and practices of South African audiologists in EA service delivery and the specific challenges they encounter.<b>Materials and methods: </b>This cross-sectional study investigated the perceptions and practices of 64 audiologists registered with the Health Professions Council of South Africa (HPCSA) regarding EA service delivery. In the first phase, quantitative and qualitative data were collected through an online survey. In the second phase, a focus group discussion with four audiologists provided deeper insights into the emerging themes. Descriptive statistics and reflexive thematic analysis were used to analyse the data.<b>Results: </b>Key roles identified for educational audiologists included serving as instructional team members, service coordinators, and consultants, with primary responsibilities in rehabilitation, device maintenance, and identifying hearing loss. A positive correlation (p0.001) was observed between the frequency of EA service provision and self-reported competency. EA services were predominantly offered in specialised educational settings, with challenges including language and cultural barriers, limited resources, financial constraints, and disengaged parents. Participants highlighted the need for increased training opportunities in EA within South Africa.<b>Conclusion: </b>There is a perceived deficit of information regarding the roles and responsibilities of the educational audiologist in South Africa. It is crucial for audiologists to fully understand their roles and responsibilities in managing school-aged learners with hearing loss. Specifically, audiologists in private clinical practice must extend their responsibilities beyond the initial fitting of hearing aids to include comprehensive support for these school-aged learners with hearing loss, by providing information to the parents and teachers of these learners. This study underscores the need for the development of structured guidelines for delivering EA services in South Africa, as well as for enhancing learning opportunities within the field. Such measures could increase awareness of EA and positively impact service delivery in South Africa.
DOI: 10.6084/m9.figshare.28342001.v4
title: <b>Educational audiology service delivery in </b><b>South Africa: </b><b>Perceptions, practices and challenges of audiologists</b>

description: <b>Aim: </b>Educational Audiology (EA) is a relatively specialised field within audiology where audiologists play a crucial role in providing audiological services to school-aged learners with hearing loss. Audiologists in EA face numerous challenges, particularly in South Africa, where there is limited evidence regarding the provision of audiological services beyond hearing screening. As there is a limited number of trained professionals to provide EA services, audiologists cannot limit themselves to only providing services in a clinical setting. This study aimed to explore the perceptions and practices of South African audiologists in EA service delivery and the specific challenges they encounter.<b>Materials and methods: </b>This cross-sectional study investigated the perceptions and practices of 64 audiologists registered with the Health Professions Council of South Africa (HPCSA) regarding EA service delivery. In the first phase, quantitative and qualitative data were collected through an online survey. In the second phase, a focus group discussion with four audiologists provided deeper insights into the emerging themes. Descriptive statistics and reflexive thematic analysis were used to analyse the data.<b>Results: </b>Key roles identified for educational audiologists included serving as instructional team members, service coordinators, and consultants, with primary responsibilities in rehabilitation, device maintenance, and identifying hearing loss. A positive correlation (p0.001) was observed between the frequency of EA service provision and self-reported competency. EA services were predominantly offered in specialised educational settings, with challenges including language and cultural barriers, limited resources, financial constraints, and disengaged parents. Participants highlighted the need for increased training opportunities in EA within South Africa.<b>Conclusion: </b>There is a perceived deficit of information regarding the roles and responsibilities of the educational audiologist in South Africa. It is crucial for audiologists to fully understand their roles and responsibilities in managing school-aged learners with hearing loss. Specifically, audiologists in private clinical practice must extend their responsibilities beyond the initial fitting of hearing aids to include comprehensive support for these school-aged learners with hearing loss, by providing information to the parents and teachers of these learners. This study underscores the need for the development of structured guidelines for delivering EA services in South Africa, as well as for enhancing learning opportunities within the field. Such measures could increase awareness of EA and positively impact service delivery in South Africa.
DOI: 10.34740/kaggle/dsv/10598757
title: OYO hotel dataset
DOI: 10.15468/dl.a5yvsu
title: Occurrence Download

description: A dataset containing 182673 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is one of (United States of America, Canada, Mexico)",
 "MediaType is Image",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is Danaus plexippus (Linnaeus, 1758)"
 ]
}

 The dataset includes 182673 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004815-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u2tun7
title: Occurrence Download

description: A dataset containing 251 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fenerivia ghesquiereana (Cavaco & Keraudren) R.M.K.Saunders"
 ]
}

 The dataset includes 251 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011101-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9d4ver
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acer serrulatum Hayata",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0206021-220831081235567/datasets/export for details.
DOI: 10.15468/dl.g3x6ff
title: Occurrence Download

description: A dataset containing 30882 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lathyrus japonicus Willd."
 ]
}

 The dataset includes 30882 records from 422 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004527-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.55zb52
title: Occurrence Download

description: A dataset containing 158 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vicia fauriei Franch.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 158 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0205997-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.28hye2
title: Occurrence Download

description: A dataset containing 158 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lathyrus hygrophilus Taub."
 ]
}

 The dataset includes 158 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004523-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2swy4p
title: Occurrence Download

description: A dataset containing 7728 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lathyrus laevigatus (Waldst. & Kit.) Gren."
 ]
}

 The dataset includes 7728 records from 206 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004538-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hjtqjx
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leucojum aestivum L.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 23 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0186416-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n97arf
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lilium formolongo hort. ex Nishimura",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 112 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0186419-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dskhxy
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nepeta praetervisa Rech.f."
 ]
}

 The dataset includes 35 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046979-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aqh9rx
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hydrangea quercifolia Bartram",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0186412-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xsczft
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "DatasetKey is ARC-PPRI: National Collection Of Fungi(1817-2009)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249515-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bdvh4x
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Magnolia denudata Desr.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 35 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0186417-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hv9nfm
title: Occurrence Download

description: A dataset containing 20262 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Solea Quensel, 1806"
 ]
}

 The dataset includes 20262 records from 193 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0276296-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qr9y96
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Campsis grandiflora (Thunb.) K.Schum.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 19 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0186420-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dag96k
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Habenaria carnea Weathers"
 ]
}

 The dataset includes 12 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0235684-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6pw79c
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Olea europaea L.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0186424-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.