cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.u4hfzb
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parachela williaminae Fowler, 1934",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028689-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ededmy
title: Occurrence Download

description: A dataset containing 909 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isurus paucus Guitart, 1966"
 ]
}

 The dataset includes 909 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039257-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yziyp4
title: Occurrence Download

description: A dataset containing 525846 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhamnaceae",
 "HasCoordinate is TRUE",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Literature Occurrence"
 ]
 }
 ]
}

 The dataset includes 525846 records from 855 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008744-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g7hvps
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hypericum galinum S.F.Blake"
 ]
}

 The dataset includes 84 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0250667-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jzy4tx
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Monothecium aristatum T.Anderson"
 ]
}

 The dataset includes 62 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043233-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jhd5cf
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Opuntia stricta (Haw.) Haw."
 ]
}

 The dataset includes 54 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0279521-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pe9bqf
title: Occurrence Download

description: A dataset containing 397 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kazakhstan",
 "TaxonKey is Cygnus cygnus (Linnaeus, 1758)"
 ]
}

 The dataset includes 397 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0182286-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y2zdhs
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "GadmGid is ZAF",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Opuntia megapotamica Arechav."
 ]
}

 The dataset includes 26 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0279532-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cb2pae
title: Occurrence Download

description: A dataset containing 65444350 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta",
 "Year 2001-2010"
 ]
}

 The dataset includes 65444350 records from 3416 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0182280-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7kbtz7
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Barbacenia glauca Mart. ex Schult. & Schult.f."
 ]
}

 The dataset includes 12 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021097-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kfdhaz
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "TaxonKey is Paphiopedilum nataschae Braem"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021096-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/m84mygrsr3.1
title: Reduction of variants over time in lichen striatus: Evidence supporting the removal process of mutated skin cells - Supplementary materials

description: Supplemental methods, figure, and table for the paper entitled 'Reduction of variants over time in lichen striatus: Evidence supporting the removal process of mutated skin cells'
DOI: 10.5518/1046
title: Dataset associated with the paper "How to inflate a wind-blown bubble"

description: This dataset contains theoretical data described in the journal paper "How to inflate a wind-blown bubble" http://doi.org/10.1093/mnras/stab2712. The data is organized into 2 zip files: 1. data.zip - contains 10 directories containing data from the main simulations presented in the paper. Each directory contains a set of ASCII data files containing details on the fluid variables, as well as 2 ASCII data files which log the evolution of particular properties of the wind-blown bubble. It also contains some gnuplot scripts for generating the figures and some ascii data files containing the data for Fig. 6 in the paper. 2. figures.zip - this contains the pdf files of all of the figures in the paper.
DOI: 10.15468/dl.v47bxv
title: Occurrence Download

description: A dataset containing 9394 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Otoliths Reference Collection. CBMR-AFORO (ICM-CSIC)"
 ]
}

 The dataset includes 9394 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021098-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d49cjq
title: Occurrence Download

description: A dataset listing the 548 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Bhutan",
 "OccurrenceStatus is Present",
 "TaxonKey is Polypodiopsida"
 ]
}

 The dataset's 548 records were derived from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021079-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/3vw7ybpjnk.1
title: γ-Cascade V4: A semi-analytical code for modeling cosmological gamma-ray propagation

description: Since the universe is not transparent to gamma rays with energies above around one hundred GeV, it is necessary to account for the interaction of high-energy photons with intergalactic radiation fields in order to model gamma-ray propagation. Here, we present a public numerical software for the modeling of gamma-ray observables. This code computes the effects on gamma-ray spectra from the development of electromagnetic cascades and cosmological redshifting. The code introduced here is based on the original γ-Cascade, and builds on it by improving its performance at high redshifts, introducing new propagation modules, and adding many more extragalactic radiation field models, which enables the ability to estimate the uncertainties inherent to EBL modeling. We compare the results of this new code to existing Monte Carlo electromagnetic transport models, finding good agreement within EBL uncertainties.
DOI: 10.15468/dl.vvvtwp
title: Occurrence Download

description: A dataset listing the 12 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Nemertini - SMF",
 "TaxonKey is Nemertea"
 ]
}

 The dataset's 12 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021082-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/3sdb6hck2c.2
title: OpenSBLI v3.0: High-fidelity multi-block transonic aerofoil CFD simulations using domain specific languages on GPUs

description: OpenSBLI is an automatic code-generation framework for compressible Computational Fluid Dynamics (CFD) simulations on heterogeneous computing architectures (previous release: Lusher et al. (2021) [4]). OpenSBLI is coupled to the Oxford Parallel Structured (OPS) Domain Specific Language (DSL), which uses source-to-source translation to enable parallel execution of the code on large-scale supercomputers, including multi-GPU clusters. To date, OpenSBLI has largely been applied to compressible turbulence and shock-wave/boundary-layer interactions on very simple geometries comprised of single mesh blocks with essentially orthogonal grid lines. OpenSBLI has been extended in this new release to target strongly curvilinear cases, including transonic aerofoils using multi-block grids. In addition to multi-block mesh support, more efficient numerical shock-capturing methods and filters have been added to the codebase. Improvements to post-processing, reduced-dimension data output, and coupling to a modal decomposition library are also included. A set of validation cases are presented to showcase the new code features. Furthermore, state-of-the-art wide-span transonic aerofoil simulations on up to N = 2.5 x 10^9 grid points demonstrate that wider aspect ratios can alter buffet predictions and increase the regularity of the low-frequency shock oscillations by accommodating fully-developed trailing edge flow separation. Spectral Proper Orthogonal Decomposition (SPOD) analysis showed that overly-narrow aerofoil simulations contain additional domain-dependent energy content at a Strouhal number of St ≈ 3 associated with wake modes.
DOI: 10.17632/66r97d94rv.1
title: Perception of Written Corrective Feedback

description: This study examines the EFL teachers' and students' perceptions of the effectiveness of written corrective feedback (WCF) in the EFL context. The data was collected from 104 male and female university students and 11 professors in Oman. Two questionnaires, one for students and one for professors were used to collect quantitative data and some qualitative data. Descriptive statistics were used to analyze the quantitative data, and thematic analysis was used to analyze the qualitative data. The Omani EFL learners and their teachers agree on the importance of providing WCF to enhance English language learning. They prefer a focus on a group of categories of errors rather than flooding the students with feedback on all types of errors. Unlike previous research, the EFL students and their teachers do not solely prioritize accuracy issues, over content-focused feedback. The study highlights that student-teacher engagement with feedback via discussion and oral feedback scaffolding strategies are essential pedagogical practices to maximize WCF uptake. The study confirms previous research findings that WCF can be better understood ecologically by considering the individual, situational, and methodological variables
DOI: 10.17632/3sdb6hck2c.1
title: OpenSBLI: Automated code-generation for heterogeneous computing architectures applied to compressible fluid dynamics on structured grids

description: OpenSBLI is an open-source code-generation system for compressible fluid dynamics (CFD) on heterogeneous computing architectures. Written in Python, OpenSBLI is an explicit high-order finite-difference solver on structured curvilinear meshes. Shock-capturing is performed by a choice of high-order Weighted Essentially Non-Oscillatory (WENO) or Targeted Essentially Non-Oscillatory (TENO) schemes. OpenSBLI generates a complete CFD solver in the Oxford Parallel Structured (OPS) domain specific language. The OPS library is embedded in C code, enabling massively-parallel execution of the code on a variety of high-performance-computing architectures, including GPUs. The present paper presents a code base that has been completely rewritten from the earlier proof of concept Jacobs et al. (2017) [7], allowing shock capturing, coordinate transformations for complex geometries, and a wide range of boundary conditions, including solid walls with and without heat transfer. A suite of validation and verification cases are presented, plus demonstration of a large-scale Direct Numerical Simulation (DNS) of a transitional Shockwave Boundary Layer Interaction (SBLI). The code is shown to have good weak and strong scaling on multi-GPU clusters. We demonstrate that code-generation and domain specific languages are suitable for performing efficient large-scale simulations of complex fluid flows on emerging computing architectures.
DOI: 10.17632/4748zmf5t6.1
title: Data for archetype analysis to assess the resilience of countries to rice price spikes

description: The dataset includes data used for the archetype analysis performed to assess the resilience of countries to rice price spikes. The archetype analysis consisted of 2 steps: 
Step 1- Cluster analysis
Step 2- Time series analysis
The dataset contains national data on rice production, consumption, and trade. In particular, data on yield (gap), suitable land for rice production, land area equipped for irrigation, import dependency ratio and rice per capita consumption, GDP per capita and rice production quantity.
DOI: 10.17632/8jtfk9szbg.1
title: Multifaceted Rose Leaf Disease Dataset for AI-Driven Plant Pathology

description: 1. Roses are highly valued in the horticultural industry due to their aesthetic appeal and monetary worth. However, numerous diseases that can seriously affect plant health and productivity often pose a challenge to their cultivation. It is essential to accurately and promptly identify leaf diseases in order to treat these issues. A carefully selected collection, the Rose Leaf Disease Dataset is intended to help horticulturists, researchers, and machine learning professionals identify and categorize illnesses that impact rose leaves. This collection of high-resolution photos of rose leaves displays a variety of situations, including diseases and healthy ones. It covers several prevalent rose leaf illnesses, such as Downey mildew and black spots. Extensive annotations are appended to every image, offering discernible information regarding the kind and intensity of the ailment, thus enabling accurate and dependable model training and validation. Furthermore, the information is enhanced with metadata that documents the geographical locations and ambient conditions of the image captured. This contextual data can improve the precision of predictive models and is essential for comprehending the variables influencing the occurrence of disease.

2. These days, deep learning and computer vision techniques hold a lot of promise for handling these kinds of classification and detection tasks.

3. A thorough dataset for Rose Leaf Disease is presented in order to develop deep learning methods. This dataset's classifications were created in cooperation with a subject matter expert from an agricultural institute.

4. A total of 1000 images of downy mildew, black spot, and fresh leaves were gathered from the Savar demonstration location in Dhaka, Bangladesh. Then, in order to enhance the amount of data points, 30,000 augmented images are created from these original photographs by applying techniques including flipping, width shifting, height shifting, brightening, rotating, shearing, and zooming.
DOI: 10.17632/r4cm287tkz.1
title: Yuanying Xu IHC raw data

description: “Danggui Liuhuang Decoction Improves Endothelial Dysfunction in Type 2 Diabetes by Modulating the JAK2/STAT3 Pathway-Mediated Inflammatory Response” (Number: JETHNO-D-24-08124) :IHC raw data
DOI: 10.15468/dl.7sfygm
title: Occurrence Download

description: A dataset containing 909 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Condica capensis, Condica capensis, Condica capensis, 157918674, Condica capensis (Walker, 1857), Condica capensis (Guenée, 1852), 177040611, Condica capensis (Walker, 1857), Condica capensis (Guenée, 1852), Condica capensis (Guenée, 1852), Condica capensis (Guenée, 1852), Condica capensis (Guenée, 1852), Condica capensis (Guenée, 1852), Condica capensis (Guenée, 1852), Condica capensis (Walker, 1857), Condica capensis (Guenée, 1852), Cotesia chilonis (Munakata 1910) Munakata 1910, Cotesia chilonis (Munakata, 1912), Cotesia ruficrus (Haliday 1834) Haliday 1834, Cotesia ruficrus (Haliday, 1834), Perigea canorufa Walker, 1865, Perigea capensis, Condica decolorata Guenée, 1863, Condica meleagris Saalmüller, 1891, Condica canorufa (Walker, 1865), Platysenta conducta (Walker, 1856), Hadena funesta Walker, 1865, Condica centralis Moore, Platysenta conducta (Walker, 1856), 161490541, Platysenta illecta (Walker, 1865), Apamea capensis Guenée, 1852, Mamestra prodita Walker, 1862, Condica spargens (Walker, 1865), Perigea conducta (Walker, 1856), Condica prodita (Walker, 1862), 161490542, Condica meleagris Saalmüller, 1891, Condica canorufa (Walker, 1865), 161490546, Caradrina conducta Walker, 1856, Perigea meleagris (Saalmüller, 1891), Apamea capensis Guenée, 1852, 161490543, Condica prodita (Walker, 1862), Condica leonina Walker, 1865, Perigea canorufa Walker, 1865, Prospalta capensis Guenée, 1852, Hadena spargens Walker, 1865, Condica leonina Walker, 1865, Mamestra prodita Walker, 1862, Apamea capensis Walker, 1857, Apamea capensis Walker, 1857, Apamea capensis Guenée, 1852, Mamestra prodita Walker, 1862, Condica centralis Moore, 161490545, Perigea decolorata Guenée, 1862, 177040612, Condica conducta (Walker, 1856), Condica conducta sensu auct., 161490544, Condica afra (Guenée, 1852), Condica inexacta Walker, 1865, Caradrina conducta Walker, 1856, 194008770, Perigea canorufa Walker, 1865, Condica inexacta Walker, 1865, Apamea afra Guenée, 1852, Condica afra (Guenée, 1852), Apamea afra Guenée, 1852, Condica decolorata Guenée, 1863, Prospalta capensis Guenée, 1852, Prospalta capensis (Guenée, 1852), Apamea capensis Guenée, 1852, Perigea decolorata Guenée, 1862, Apamea afra Guenée, 1852, Condica funesta (Walker, 1865), Platysenta illecta (Walker, 1865), Apamea capensis Guenée, 1852)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 909 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021099-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/b592cvw3c4.1
title: GHW: A simulation code for gyrofluid Hasegawa-Wakatani plasma turbulence

description: GHW is a gyrofluid code for computation of quasi-two-dimensional turbulence with consistent finite Larmor radius (FLR) effects in magnetized plasmas. The simulation setup allows for fundamental studies of FLR effects on isothermal resistive drift waves and turbulence, and contains the standard Hasegawa-Wakatani model in the limit of cold ions.
DOI: 10.15468/dl.gz3qgq
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Barbacenia macrantha Lem."
 ]
}

 The dataset includes 13 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021100-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1123004
title: Data from Archaeological Trial Trenching Works at Three Oaks, Courteenhall, Northamptonshire, May-June 2022

description: This archive comprises site photographs, CAD data, spreadsheets, reports and a database from archaeological trial trenching works undertaken by Headland Archaeology between May and June 2022 on land on Courteenhall Estate, known as Three Oaks, Adjacent To M1 And Waltham Wood Courteenhall Road, Quinton, Northamptonshire.
DOI: 10.15468/dl.zvenqf
title: Occurrence Download

description: A dataset containing 4815414 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Asteraceae)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "Year is less than or equal to 1981",
 "Year is 2021"
 ]
 },
 "Geometry POLYGON((-30 25,50 25,50 75,-30 75,-30 25))"
 ]
}

 The dataset includes 4815414 records from 1438 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021080-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4jttme
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Plagiochilus Lindl., 1847)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1981",
 "Year is less than or equal to 2021",
 "Geometry POLYGON((-30 25,50 25,50 75,-30 75,-30 25))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021103-241024112534372/datasets/export for details.
DOI: 10.15468/dl.bm7s6k
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Oman, Yemen, United Arab Emirates)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Herniaria maskatensis Bornm."
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021104-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.