cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh0199802.10fu
title: SH0199802.10FU

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: 10.15468/dl.sjypvd
title: Occurrence Download

description: A dataset containing 3409958 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Plantae)",
 "Country is New Zealand",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 0"
 ]
}

 The dataset includes 3409958 records from 390 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005085-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uxb4b9
title: Occurrence Download

description: A dataset containing 781 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["5327293"],"matchCase":false},{"type":"in","key":"LICENSE","values":["CC0 1.0","CC-BY 4.0"],"matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false}]}

 The dataset includes 781 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001374-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.haw8sk
title: Occurrence Download

description: A dataset containing 2314 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["3189635"],"matchCase":false},{"type":"in","key":"LICENSE","values":["CC0 1.0","CC-BY 4.0"],"matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false}]}

 The dataset includes 2314 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001375-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4dfyz4
title: Occurrence Download

description: A dataset containing 1292 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["5380015"],"matchCase":false},{"type":"in","key":"LICENSE","values":["CC0 1.0","CC-BY 4.0"],"matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false}]}

 The dataset includes 1292 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001376-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ge6vf
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Pseudozyma flocculosa (Traquair, L.A.Shaw & Jarvis) Boekhout & Traquair"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001377-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zs9k6a
title: Occurrence Download

description: A dataset containing 636 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["5406817"],"matchCase":false},{"type":"in","key":"LICENSE","values":["CC0 1.0","CC-BY 4.0"],"matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false}]}

 The dataset includes 636 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001379-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y7shw9
title: Occurrence Download

description: A dataset containing 1088 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["2705267"],"matchCase":false},{"type":"in","key":"LICENSE","values":["CC0 1.0","CC-BY 4.0"],"matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false}]}

 The dataset includes 1088 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001378-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s6f977
title: Occurrence Download

description: A dataset containing 113 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["3712038"],"matchCase":false},{"type":"in","key":"LICENSE","values":["CC0 1.0","CC-BY 4.0"],"matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false}]}

 The dataset includes 113 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001380-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xye784
title: Occurrence Download

description: A dataset containing 1906 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "TaxonKey is Ondatra zibethicus (Linnaeus, 1766)"
 ]
}

 The dataset includes 1906 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001381-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w2kqkb
title: Occurrence Download

description: A dataset containing 518 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["7414934"],"matchCase":false},{"type":"in","key":"LICENSE","values":["CC0 1.0","CC-BY 4.0"],"matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false}]}

 The dataset includes 518 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001384-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bm734s
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Pseudovirgaria hyperparasitica H.D.Shin, U.Braun, Arzanlou & Crous"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001382-250214102907787/datasets/export for details.
DOI: 10.15468/dl.g42ejz
title: Occurrence Download

description: A dataset containing 1159 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["2882449"],"matchCase":false},{"type":"in","key":"LICENSE","values":["CC0 1.0","CC-BY 4.0"],"matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false}]}

 The dataset includes 1159 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001383-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kvsceu
title: Occurrence Download

description: A dataset containing 139 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"in","key":"TAXON_KEY","values":["3112361"],"matchCase":false},{"type":"in","key":"LICENSE","values":["CC0 1.0","CC-BY 4.0"],"matchCase":false},{"type":"equals","key":"MEDIA_TYPE","value":"StillImage","matchCase":false}]}

 The dataset includes 139 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001385-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pynqjq
title: Occurrence Download

description: A dataset containing 758 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Macadamia integrifolia Maiden & Betche"
 ]
}

 The dataset includes 758 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001386-250214102907787/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.28424249
title: scolio data.xlsx

description: Effects of different physical therapy training protocols on patients with idiopathic scoliosis
DOI: 10.3886/e219485v1
title: National Survey of Mortgage Originations (NSMO)

description: The National Survey of Mortgage Originations (NSMO) is a component of the National Mortgage Database (NMDB®) program. It is a quarterly mail survey jointly funded and managed by the Federal Housing Finance Agency (FHFA) and the Consumer Financial Protection Bureau (CFPB). NSMO provides unique and rich information for a nationally representative sample of newly originated closed-end first-lien residential mortgages in the United States, particularly about borrowers’ experiences getting a mortgage, their perceptions of the mortgage market, and their future expectations. This voluntary survey is administered by Westat, a survey and data collection corporation, to the borrowers associated with the sample mortgages. The respondents can either return the English questionnaire by mail or complete the survey online in English or Spanish. NSMO draws its sample from newly originated mortgages that are part of the NMDB, which is a 1-in-20 sample of closed-end first-lien residential mortgages newly reported to one of the three national credit bureaus. Beginning with mortgages originated in 2013, a simple random sample of about 6,000 mortgages per quarter is drawn for NSMO from loans newly added to the NMDB. The NSMO survey has been conducted quarterly since the first quarter of 2014. The current survey package sent to the respondents can be viewed here.The NSMO public use file was updated on July 1, 2024 to append additional survey records and additional quarters of mortgage performance information. It replaced the public use file released on March 3, 2023. The updated file contains 50,542 sample mortgages originated from 2013 through 2021 based on the first 34 quarterly waves of the NSMO survey. For these mortgages, the updated file contains mortgage performance information through the third quarter of 2023.The original NSMO public use file was published on November 8, 2018, containing mortgages originated from 2013 through 2016. It was first updated on February 20, 2020, containing mortgages originated through 2017. Subsequent updates were published on July 29, 2021 (containing mortgages originated through 2019) and on December 13, 2022 and March 3, 2023 (both containing mortgages originated through 2020).
DOI: 10.15468/dl.fzene9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carduus platypus Lange",
 "Country is Australia",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001387-250214102907787/datasets/export for details.
DOI: 10.15468/dl.n4kuyc
title: Occurrence Download

description: A dataset containing 1138864 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Nigeria"
 ]
}

 The dataset includes 1138864 records from 839 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001373-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wwejg6
title: Occurrence Download

description: A dataset containing 1490 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Diversity of Amphibians in the Tshopo and Bas-Uélé provinces of the Democratic Republic of the Congo"
 ]
}

 The dataset includes 1490 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001389-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nqgmx3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carduus platypus Lange",
 "Country is Australia",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001390-250214102907787/datasets/export for details.
DOI: 10.15468/dl.4nafuf
title: Occurrence Download

description: A dataset containing 81330 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Myotis myotis (Borkhausen, 1797)"
 ]
}

 The dataset includes 81330 records from 1583 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001388-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14198929
title: MuGNN: API Misuse Detection using Graph Neural Networks and Clustering

description: This artifact presents `MuGNN`, a novel framework for efficiently detecting API misuse in Java code. The approach leverages a `Graph Neural Network (GNN)` model to generate embeddings of Java API usage code using a custom `API Flow Graph (AFG)` representation. This representation captures execution sequences, data flow, and control flow, enabling better understanding of API usage patterns. MuGNN employs self-supervised pre-training and clustering to analyze API usage and identify potential misuse.
DOI: 10.15468/dl.txtgha
title: Occurrence Download

description: A dataset containing 15414 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Living Specimen, Human Observation, Observation)",
 "Continent is South America",
 "Country is Colombia",
 "DatasetKey is one of (iNaturalist Research-grade Observations, Diagnóstico biótico de los predios Bel Rey, Talanqueras Lote 1, La Cascada y El Refugio para las acciones de restauración en cumplimiento del Plan de Compensación Ambiental y Plan de Inversión Forzosa de no menos del 1% del Campo Rubiales, orientadas a la gestión de la biodiversidad y sus servicios ecosistémicos en la cuenca del río Tillavá, Puerto Gaitán, Meta, Caracterización de la vegetación en una zona delimitada en Cumbitara, La Llanada, Policarpa y Los Andes Sotomayor (Nariño), como insumo para la identificación de oportunidades de conservación para la recuperación de los servicios ecosistémicos de bosque seco, Demografía y propagación de palmas andinas con potencial ornamental en Colombia, Distribución vertical de briófitos en un bosque húmedo tropical de la Reserva Forestal Buenavista, Villavicencio-Meta, Registros de plantas epífitas vasculares de la Reserva Natural La Planada - Resguardo Indígena Awá Pialapí Pueblo Viejo, Ricaurte, departamento de Nariño, Colombia, Flora nativa sembrada en el marco de acciones de restauración ecológica en el Santuario de Fauna y Flora Galeras, Caracterización florística de las Sabanas del Yarí en el municipio de La Macarena, Meta, Abundancia, estructura poblacional y registro de producción de frutos de cacay (Caryodendron orinocense) y moriche (Mauritia flexuosa) en el departamento del Guaviare, Estructura del anturio (Anthurium sanguineum) en el Santuario de Flora y Fauna Galeras en 2016 a 2017)",
 "GadmGid is one of (COL.17_2, COL.22_2, COL.24_2, COL.21_2, COL.16_2, COL.9_2)",
 "Issue is one of (Coordinate rounded, Geodetic datum assumed WGS84, Country derived from coordinates, Continent derived from coordinates)",
 "IucnRedListCategory is one of (LC, VU, NE, EN, CR, EW, NT, DD, EX)",
 "Month is one of (January, February, April, March, May, June, July, August, September, October, November, December)",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (ab13adb9-ce23-444d-87c9-ce41f03ef2b3, 28eb1a3f-1c15-4a95-931a-4af90ecb574d, 2627e955-93f5-4206-bac5-a1e3bd91ee37, d5ef14a1-5177-4547-9ce2-46d84a4214eb, 58c7e325-82fc-446d-9406-851b4d357db7, 2a7e3080-28a9-11dd-97cd-b8a03c50a862, 2fff5d0c-6bbd-432d-8832-cc4e307a267f, da86174a-a605-43a4-a5e8-53d484152cd3, 03a8bc52-9c2e-4aee-8dd7-9b4d279e4960, 1447752d-0ee4-4951-a0fb-b1f2acb977af)",
 "TaxonKey is Plantae",
 "Year 2016-2024"
 ]
}

 The dataset includes 15414 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026322-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/k74shn6zyb.1
title: Dataset for Detecting Anthracnose in Hog Plum and Bottle Gourd Leaves.

description: Tittle: Agricultural Disease Management: Dataset for Detecting Anthracnose in Hog Plum and Bottle Gourd Leaves.
In this dataset, a total of 4883 leaf samples were collected from two crop species—hog plum (Spondias mombin) and bottle gourd (Lagenaria siceraria)—sourced from various locations in Bangladesh, including agricultural fields, grocery stores, and other sources. The leaves were carefully documented and categorized into healthy and diseased groups to create a comprehensive dataset for accurate classification of anthracnose. The distribution of leaf samples is as follows:
Bottle Gourd: 15603 samples
 Original: 3323 samples
Healthy Leaves: 915 samples
Diseased Leaves: 1720 samples
Extreme Diseased Leaves: 688 samples
 Augmented: 12280 samples
 Healthy Leaves: 3659 samples
Diseased Leaves: 5718 samples
Extreme Diseased Leaves: 2903 samples

Collection Sites: 1,833 samples from Ashulia Model Town, Ashulia, Dhaka, Bangladesh, and 1,500 from Baroghoria, Chapai Nawabganj, Rajshahi, Bangladesh.

Hog Plum: 8302 samples
 Original: 1560 samples
Healthy Leaves: 545 samples
Diseased Leaves: 798 samples
Torn Diseased Leaves: 217 samples
 Augmented: 6742 samples
 Healthy Leaves: 2397 samples
Diseased Leaves: 3313 samples
Torn Diseased Leaves: 1032 samples

Collection Site: Ashulia Model Town, Ashulia, Dhaka, Bangladesh.

Purpose
The Dataset of Anthracnose in Hog Plum and Bottle Gourd Leaves serves a critical role in deep learning applications, particularly in image classification for automatic disease detection. It can be used to train models like Convolutional Neural Networks (CNNs) to identify and classify anthracnose based on visual features such as leaf shape, color, and texture. This dataset is useful in areas like agricultural supply chain automation, real-time disease identification in farming settings, and crop quality control. Additionally, it can be integrated with environmental data (e.g., temperature, humidity, rainfall) to enhance predictive models that forecast disease risks under varying climatic conditions. Ultimately, this dataset helps advance machine learning models for automated disease detection, crop health monitoring, and agricultural productivity improvements, making a significant impact on the agriculture industry and beyond.
DOI: 10.17632/mkt2zjb7pr.1
title: IDO in respiratory distress patients

description: Data linked to the proposed publication: Diagnostic accuracy of Kynurenine to tryptophan ratio in peripheral blood to distinguish Tuberculosis from COVID-19, PCP or CAP.

Tuberculosis (TB) kills almost as many people annually as COVID-19 killed in 2020, yet remains challenging to diagnose. The kynurenine (kyn)/tryptophan (trp) ratio, an indicator of indoleamine 2,3-dioxygenase activity, is of interest as a host biomarker of respiratory distress. We calculated the diagnostic potential of the kyn/trp ratio to distinguish TB from COVID-19, community-acquired pneumonia (CAP), Pneumocystis pneumonia (PCP) and non-communicable lung disease. We measured the kyn/trp ratio by ELISA on peripheral blood along with C-reactive protein (CRP) values as a comparator assay of the host immune response. An elevated kyn/trp ratio was seen in individuals with TB, COVID-19, CAP and PCP but not in those with non-communicable diseases. Individuals with TB had the highest kyn/trp ratio. At a cut-off value of 0.165, the kyn/trp ratio was able to differentiate individuals with TB disease from healthy control subjects with a sensitivity of 72.5%, specificity of 100.0%, positive predictive value (PPV) of 100.0% and negative predictive value (NPV) of 93.9%, and from patients with other aetiologies of respiratory distress with a sensitivity of 72.5%, specificity of 74.8%, PPV of 40.5% and NPV of 92.0%. The kyn/trp ratio performed better than CRP for distinguishing TB disease from other respiratory illnesses with the area under the receiver operating curve of 0.76 compared with 0.61. The kyn/trp ratio can be used as an adjunctive blood-based diagnostic test for TB.
DOI: 10.17632/tkbywh8xpy.1
title: Soil_Physical_Properties_Gully_Erosion_Serbia_2024

description: This dataset contains information on the physical properties of soil collected from eroded and non-eroded areas within a forest watershed in Serbia. Soil samples were obtained from 13 cross-sections along gully networks, targeting three specific positions: the gully bed bottom (G), left bank (L), and right bank (R). Sampling was conducted at two depths: Zone 1 (5–10 cm) and Zone 2 (10–20 cm).

The dataset includes measurements of the following parameters:

Soil moisture content
Soil density (dry, specific, and moist)
Porosity and void ratio
Particle size distribution
Soil consistency
Clay activity index
The study aims to assess the influence of erosion processes on soil physical properties, while minimizing external factors such as slope, vegetation, and altitude by selecting a consistent study area. Statistical analyses, including a two-way ANOVA, were performed to investigate the spatial variability of these properties with respect to sampling position and soil depth.

This dataset provides valuable insights into the relationship between erosion mechanisms and soil physical properties, serving as a basis for further research on soil erosion and conservation strategies.