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

description: A dataset containing 10784 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "Month is one of (March, April, May, June)",
 "TaxonKey is Turdus torquatus Linnaeus, 1758",
 "Year 2000-2025"
 ]
}

 The dataset includes 10784 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069434-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10805566
title: Data for "Programmable adiabatic demagnetization for systems with trivial and topological excitations"

description: We provide the data and scripts used to produce plots shown in our paper  "Programmable adiabatic demagnetization for systems with trivial and topological excitations".

 

Abstract

We propose a simple, robust protocol to prepare a low-energy state of an arbitrary Hamiltonian on a quantum computer or programmable quantum simulator. The protocol is inspired by the adiabatic demagnetization technique, used to cool solid-state systems to extremely low temperatures. A fraction of the qubits (or spins) is used to model a spin bath that is coupled to the system.  By an adiabatic ramp down of a simulated Zeeman field acting on the bath spins, energy and entropy are extracted from the system. The bath spins are then measured and reset to the polarized state, and the process is repeated until convergence to a low-energy steady state is achieved. We demonstrate the protocol via  application to the quantum Ising model. We study the protocol's performance in the presence of noise and show how the information from the measurement of the bath spins can be used to monitor the cooling process. The performance of the algorithm depends on the nature of the excitations of the system; systems with non-local (topological) excitations are more difficult to cool than those with local excitations. We explore the possible mitigation of this problem by trapping topological excitations.
DOI: 10.5281/zenodo.10805567
title: Data for "Programmable adiabatic demagnetization for systems with trivial and topological excitations"

description: We provide the data and scripts used to produce plots shown in our paper  "Programmable adiabatic demagnetization for systems with trivial and topological excitations".

 

Abstract

We propose a simple, robust protocol to prepare a low-energy state of an arbitrary Hamiltonian on a quantum computer or programmable quantum simulator. The protocol is inspired by the adiabatic demagnetization technique, used to cool solid-state systems to extremely low temperatures. A fraction of the qubits (or spins) is used to model a spin bath that is coupled to the system.  By an adiabatic ramp down of a simulated Zeeman field acting on the bath spins, energy and entropy are extracted from the system. The bath spins are then measured and reset to the polarized state, and the process is repeated until convergence to a low-energy steady state is achieved. We demonstrate the protocol via  application to the quantum Ising model. We study the protocol's performance in the presence of noise and show how the information from the measurement of the bath spins can be used to monitor the cooling process. The performance of the algorithm depends on the nature of the excitations of the system; systems with non-local (topological) excitations are more difficult to cool than those with local excitations. We explore the possible mitigation of this problem by trapping topological excitations.
DOI: 10.15468/dl.72f8ay
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dischistocalyx champluvierianus Lejoly & Lisowski, 1999"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028981-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ugagrx
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Cuba",
 "OccurrenceStatus is Present",
 "TaxonKey is Anolis alayoni Estrada & Hedges, 1995"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028982-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gm4yvw
title: Occurrence Download

description: A dataset containing 38591 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Netherlands",
 "DatasetKey is one of (Observation.org, Nature data from around the World, Naturalis Biodiversity Center (NL) - Mollusca, iNaturalist Research-grade Observations, Natural History Museum Rotterdam - Specimens, International Barcode of Life project (iBOL), INSDC Sequences, Museum of Comparative Zoology, Harvard University, naturgucker, Naturalis Biodiversity Center (NL) - Museum collection digitized at storage unit level, ZOBODAT (Zoological Botanical Database))",
 "TaxonKey is Cornu aspersum (O.F.Müller, 1774)"
 ]
}

 The dataset includes 38591 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028984-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jq26yu
title: Occurrence Download

description: A dataset containing 525120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Animalia",
 "InstitutionCode is BDBCV"
 ]
}

 The dataset includes 525120 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028957-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ku3pgc
title: Occurrence Download

description: A dataset containing 161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Alternanthera philoxeroides (Mart.) Griseb."
 ]
}

 The dataset includes 161 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028986-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5525/gla.researchdata.1413
title: A survey on email visualisation research to address the conflict between privacy and access.

description: This dataset is a summary table of the metaanalysis literature review conducted as part of the research for this paper. It includes data captured from 64 pieces of literature (author, date, data source, purpose, methods, mention of privacy, visualisation techniques, abstract, keywords) and has been annotated with categorisations of privacy type, visualisation type and the implications of the research.
DOI: 10.5281/zenodo.12773325
title: Rc_genome_data
DOI: 10.5281/zenodo.12773326
title: Rc_genome_data
DOI: 10.15468/dl.yywhxy
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Cuba",
 "OccurrenceStatus is Present",
 "TaxonKey is Anolis alfaroi Garrido & Hedges, 1992"
 ]
}

 The dataset includes 14 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028987-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/8984643
title: Forex Exchange Rates Since 2004 (Updated Daily)
DOI: 10.25403/upresearchdata.26325808
title: Testing consumer's knowledge of paediatric food-based dietary guidelines within Gauteng

description: The study, "Consumer Knowledge of the Paediatric Food-based Dietary Guidelines", made use of a convenience sampling method. Data was collected by visiting locations with a high likeliness of hosting relevant participants for the study (i.e. being the primary caregiver of a 0-5-year-old, and residing in Gauteng), this included a paediatric clinic, taxi ranks, and kindergartens. Responses from these participants were gathered by means of an online consumer questionnaire (designed on the software, Qualtrics).The questionnaire commenced by providing participants with an informed consent form, in which participation in the study could be considered. This form included the main objectives of the study and communicated to participants that they could, at any time, skip a question, or completely discontinue participation if desired. This quantitative approach to research yielded accurate findings of a reliable and valid nature.
DOI: 10.25403/upresearchdata.26325808.v1
title: Testing consumer's knowledge of paediatric food-based dietary guidelines within Gauteng

description: The study, "Consumer Knowledge of the Paediatric Food-based Dietary Guidelines", made use of a convenience sampling method. Data was collected by visiting locations with a high likeliness of hosting relevant participants for the study (i.e. being the primary caregiver of a 0-5-year-old, and residing in Gauteng), this included a paediatric clinic, taxi ranks, and kindergartens. Responses from these participants were gathered by means of an online consumer questionnaire (designed on the software, Qualtrics).The questionnaire commenced by providing participants with an informed consent form, in which participation in the study could be considered. This form included the main objectives of the study and communicated to participants that they could, at any time, skip a question, or completely discontinue participation if desired. This quantitative approach to research yielded accurate findings of a reliable and valid nature.
DOI: 10.6084/m9.figshare.26325679
title: Psychological health ramifications of sea-level rise among coastal populations

description: This project examines the impact of sea-level rise (SLR) on the psychological health of coastal populations. We conducted a longitudinal study involving 1,144 participants from various communities with differing vulnerabilities to SLR in Bangladesh. Data collection occurred before (March-April) and after (October-November) the monsoon season of 2021. Results indicated a significant increase in psychological distress, depression, anxiety, and stress in the post-monsoon period, particularly in communities more vulnerable to SLR. Environmental stressors and resource losses were more pronounced post-monsoon in moderate and highly vulnerable areas, and these factors mediated the impact on psychological health. Additionally, a decrease in resilience and an increase in COVID-19 anxiety were observed across all communities, with higher anxiety levels farther from the coast. This research highlights the connection between environmental stress, resource loss, and psychological outcomes, offering insights for developing interventions and policies to support the wellbeing of populations at increased risk from SLR.
DOI: 10.6084/m9.figshare.26325679.v1
title: Psychological health ramifications of sea-level rise among coastal populations: A longitudinal analysis

description: This project examines the impact of sea-level rise (SLR) on the psychological health of coastal populations. We conducted a longitudinal study involving 1,144 participants from various communities with differing vulnerabilities to SLR in Bangladesh. Data collection occurred before (March-April) and after (October-November) the monsoon season of 2021. Results indicated a significant increase in psychological distress, depression, anxiety, and stress in the post-monsoon period, particularly in communities more vulnerable to SLR. Environmental stressors and resource losses were more pronounced post-monsoon in moderate and highly vulnerable areas, and these factors mediated the impact on psychological health. Additionally, a decrease in resilience and an increase in COVID-19 anxiety were observed across all communities, with higher anxiety levels farther from the coast. This research highlights the connection between environmental stress, resource loss, and psychological outcomes, offering insights for developing interventions and policies to support the wellbeing of populations at increased risk from SLR.
DOI: 10.6084/m9.figshare.26326063
title: Triplophysa_lixianensis_gene_annotation

description: Prediction of genetic structure of Triplophysa lixianensis
DOI: 10.6084/m9.figshare.26326063.v1
title: Triplophysa_lixianensis_gene_annotation

description: Prediction of genetic structure of Triplophysa lixianensis
DOI: 10.15468/dl.8husun
title: Occurrence Download

description: A dataset containing 13495 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-26 34,66 34,66 73,-26 73,-26 34))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Prunus armeniaca L."
 ]
}

 The dataset includes 13495 records from 184 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028988-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8xpngh
title: Occurrence Download

description: A dataset containing 556449 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetName is Macro-moth Data L. Reser 1972/2021",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 556449 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028964-240626123714530/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.26160709
title: Evidential Deep Learning for Interatomic Potential

description: Machine Learning Interatomic Potentials (MLIPs) are models that utilize machine learning techniques to fit interatomic potential functions, with training data derived from ab initio methods. Consequently, MLIPs can achieve ab initio potential function accuracy with significantly faster inference times and reduced computational resource consumption. However, the datasets required for training MLIPs at ab initio accuracy are inherently resource-intensive and cannot encompass all possible configurations. When MLIP models trained on these datasets are employed in molecular dynamics (MD) simulations, they may encounter out-of-distribution (OOD) data, leading to a collapse of the MD simulation. To mitigate this issue, active learning approaches can be employed, iteratively sampling OOD data to enrich the training database. Nonetheless, conventional methods often require substantial time or result in decreased MLIP model accuracy. We propose a novel uncertainty output method that effectively balances speed and accuracy, demonstrating excellent performance.The dataset is for the article "Evidential Deep Learning for Interatomic Potential",The dataset "liquid_aimd.pt" was used as the OOD data in water dataset, the dataset "newliquid_shifted" was used as the ID dataThe folder "small_molecule_weight" and "water_dataset_weight" contains the model weight documents of experiments performed in main textThe folder "UDD-MD" contains the model weight used to reproduce the result in Fig 4 in main text
DOI: 10.6084/m9.figshare.26160709.v2
title: Evidential Deep Learning for Interatomic Potential

description: Machine Learning Interatomic Potentials (MLIPs) are models that utilize machine learning techniques to fit interatomic potential functions, with training data derived from ab initio methods. Consequently, MLIPs can achieve ab initio potential function accuracy with significantly faster inference times and reduced computational resource consumption. However, the datasets required for training MLIPs at ab initio accuracy are inherently resource-intensive and cannot encompass all possible configurations. When MLIP models trained on these datasets are employed in molecular dynamics (MD) simulations, they may encounter out-of-distribution (OOD) data, leading to a collapse of the MD simulation. To mitigate this issue, active learning approaches can be employed, iteratively sampling OOD data to enrich the training database. Nonetheless, conventional methods often require substantial time or result in decreased MLIP model accuracy. We propose a novel uncertainty output method that effectively balances speed and accuracy, demonstrating excellent performance.The dataset is for the article "Evidential Deep Learning for Interatomic Potential",The dataset "liquid_aimd.pt" was used as the OOD data in water dataset, the dataset "newliquid_shifted" was used as the ID dataThe folder "small_molecule_weight" and "water_dataset_weight" contains the weight documents of experiments performed in main text
DOI: 10.15468/dl.az8kae
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-119.43936 46.25485,-119.43769 46.23792,-119.35245 46.21962,-119.34949 46.24336,-119.36277 46.24276,-119.37704 46.24817,-119.38749 46.25656,-119.40147 46.26119,-119.40844 46.25921,-119.40884 46.24266,-119.41683 46.24303,-119.43936 46.25485))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 91 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028989-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y6j7up
title: Occurrence Download

description: A dataset containing 23960 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Benin",
 "OccurrenceStatus is Present",
 "TaxonKey is Vitellaria paradoxa C.F.Gaertn."
 ]
}

 The dataset includes 23960 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028990-240626123714530/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.26325844
title: Data file for Environmental Science: Nano

description: These raw data are to support a manuscript submitted to Environmental Science: Nano in 2024.
DOI: 10.6084/m9.figshare.26325844.v2
title: Data file for Environmental Science: Nano

description: These raw data are to support a manuscript submitted to Environmental Science: Nano in 2024.
DOI: 10.6084/m9.figshare.26325844.v1
title: Dataset

description: <b>ZnO nanoparticles and</b><b> ZnSO</b><sub><strong>4</strong></sub><b> </b><b>differentially affect lipid metabolism via </b><b>ferroptosis pathway and SLC7A11</b><sup><strong>K23</strong></sup><b> acetylation by HDAC8 and HDAC6</b>
DOI: 10.15468/dl.hqbpz4
title: Occurrence Download

description: A dataset containing 692 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Cuba",
 "OccurrenceStatus is Present",
 "TaxonKey is Anolis allisoni Barbour, 1928"
 ]
}

 The dataset includes 692 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028991-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12773333
title: mc3dml ideal
DOI: 10.5281/zenodo.12773334
title: mc3dml ideal
DOI: 10.5281/zenodo.12773342
title: Riverine sediment geochemistry and its dispersal pattern on the western Sunda Shelf

description: Table 1: Published Sr-Nd isotopic ratios on Sunda Shelf and South China Sea (SCS)

Fig. 1 Normalized REE diagram of Sunda Shelf sediments with multiple references. 

Fig. 2 Corrected Eu values versus Ba/Sm ratios. The δEu ratios in this study were corrected for Ba16O+ interferences by the formula given by Dulski (1994). After the correction, the corrected ratios show only weak correlation with Ba/Sm ratios.

Fig. 3 Correlation between δEu and Th concnetrations of Pahang and Kelantan river sediments

Fig. 4 Correlation between Rb/Sr ratio and 87Sr/86Sr ratios in sediment samples

Fig. 5 Correlation between Sr (A)-Nd (B) isotopic composition and grain sizes (Mz) in Pahang, Kelantan, Rajang and Mekong river sediments
DOI: 10.5281/zenodo.12773343
title: Riverine sediment geochemistry and its dispersal pattern on the western Sunda Shelf

description: Table 1: Published Sr-Nd isotopic ratios on Sunda Shelf and South China Sea (SCS)

Fig. 1 Normalized REE diagram of Sunda Shelf sediments with multiple references. 

Fig. 2 Corrected Eu values versus Ba/Sm ratios. The δEu ratios in this study were corrected for Ba16O+ interferences by the formula given by Dulski (1994). After the correction, the corrected ratios show only weak correlation with Ba/Sm ratios.

Fig. 3 Correlation between δEu and Th concnetrations of Pahang and Kelantan river sediments

Fig. 4 Correlation between Rb/Sr ratio and 87Sr/86Sr ratios in sediment samples

Fig. 5 Correlation between Sr (A)-Nd (B) isotopic composition and grain sizes (Mz) in Pahang, Kelantan, Rajang and Mekong river sediments
DOI: 10.15468/dl.eqhas4
title: Occurrence Download

description: A dataset containing 248685046 species occurrences available in GBIF matching the query:
{
 "BasisOfRecord" : [
 "is Specimen"
 ]
}

 The dataset includes 248685046 records from 8436 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028937-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.72qg6b
title: Occurrence Download

description: A dataset containing 751 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllodactylus muralis Taylor, 1940"
 ]
}

 The dataset includes 751 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0280621-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qqrbpx
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Magnolia quetzal and Magnolia mayae, a new species and a new record, respectively, for the flora of Guatemala"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0127559-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g6h8vy
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Letheobia rufescens (Chabanaud, 1916)"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0280601-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fffpqm
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Afroedura leoloensis Jacobsen, Kuhn, Jackman & Bauer, 2014"
 ]
}

 The dataset includes 17 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0280626-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.