cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17009099
title: RNA-seq data supporting DEHP-induced transcriptional changes in MCF10A cells

description: This dataset contains processed RNA-seq data derived from the human mammary epithelial cell line MCF10A treated with di-2-ethylhexyl phthalate (DEHP) or vehicle control (Par).

RNA sequencing was performed externally, and differential expression analysis was conducted in-house. The dataset provided here includes normalized expression matrices and differential gene expression results in Excel format.

No raw FASTQ files are included. Instead, this dataset contains the following:





Expression matrix: normalized read counts for all detected genes




Differential expression results: log2 fold-change, p-values, and adjusted p-values comparing DEHP vs Par



The dataset allows users to reproduce downstream analyses (e.g., pathway enrichment, immune-related transcriptomic profiling) without re-processing raw sequencing data.
DOI: 10.15468/dl.cytwk2
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025452-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17034/edc8a0e1-ffbf-4127-bae3-7a5b1eb67646
title: Dataset for "Single Board Computing for Image Recognition on an Autonomous Drone"

description: This dataset provides the testing data utilised within the conference paper "Single Board Computing for Image Recognition on an Autonomous Drone" published by IEEE.

Article Title: Single Board Computing for Image Recognition on an Autonomous Drone
Article authors: Siu Chung Kevin Shek, Joseph Butterfield, Adrian Murphy & Ivor Spence
Article DOI: 10.1109/IEACon57683.2023.10370368

Abstract for dataset:
The dataset consists of 3 different folders related to the experiments performed within the paper mentioned above. The folders contain set of images of square targets that contains a smaller square target that contains within it with an alphanumeric character. 

Abstract for paper:
Image recognition is a well-established method of extracting information from digital images. However., the selection, testing and integration of such methods when designing the software and hardware to enable situational awareness for autonomous systems in unstructured environments, remains a challenge. This is particularly the case when lightweight and low- cost are the driving requirements for the system. The main aim of this paper is to compare the k-nearest neighbour (K-NN) traditional machine learning method against a deep learning model for a character recognition task intended for implementation on a single-board computer on an aerial drone. A series of image recognition experiments were carried out which attempted to identify a set of alphanumeric characters using a Raspberry Pi (RPi) image capture system (RPi V2.I camera with an RPi 4 B) with a total cost of £97.50 and weight of 49g. The experiments identified that (LSTM) within Tesseract optical character recognition (OCR) was 2.I2% more successful on average than a K-NN algorithm for character recognition but took 58.30% longer on average to process a single image. It also indicated that for human-defined shape detection in an unstructured environment, data specific to each search environment must be used. This highlighted the importance of tailoring hardware and software selection to the application.

Information about the dataset can be found within the zip file. It contains 3 types of testing dataset, a lux reading excel spreadsheet and a README file. Please download all the zip folders first, next open the "square_target_testing_dataset.zip" to be able to access the corresponding 2 dataset parts (square_target_testing_dataset.z01 & square_target_testing_dataset.z02) to be open with Explorer or double-click.
DOI: 10.15468/dl.hbbetn
title: Occurrence Download

description: A dataset containing 4538 species occurrences available in GBIF matching the query:
{
 "VerbatimScientificName" : [
 "is Calopteryx"
 ]
}

 The dataset includes 4538 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025450-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3v4hwj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Curruca deserticola",
 "Country is one of (Myanmar, Thailand, Lao People’s Democratic Republic, Cambodia, Viet Nam, Malaysia)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025453-250827131500795/datasets/export for details.
DOI: 10.15468/dl.4u293v
title: Occurrence Download

description: A dataset containing 25154 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "BasisOfRecord is Fossil",
 "TaxonKey is one of (Plantae, Tracheophyta, Magnoliophyta, Bryozoa)"
 ]
}

 The dataset includes 25154 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025454-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ab7kh
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plectranthus punctatus",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 134 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025455-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j969sk
title: Occurrence Download

description: A dataset containing 424080 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Observations.be - Non-native species occurrences in Wallonia, Belgium"
 ]
}

 The dataset includes 424080 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025428-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1133234
title: Digital Archive from an Archaeological Evaluation at Hill Farm, Sharnbrook, Bedfordshire, 2021

description: This collection consists of images, and CAD vector drawings from an archaeological evaluation at Hill Farm, Sharnbrook, Bedfordshire. Works were conducted by Albion Archaeology between June and July 2021. Four Areas of Archaeological Significance (AAS) were defined showing evidence of: Iron Age/Roman settlements; multi-period, peripheral activity, characterised by dispersed ditches and pits; and medieval remains possibly associated with a precursor to the post-medieval Hill Farm. The Iron Age and Roman remains have potential to address several research themes related to rural settlement in those periods. The medieval and later features have no potential to address regional research themes.
DOI: 10.15468/dl.e2ef8x
title: Occurrence Download

description: A dataset containing 551 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Chinese Taipei, China, Hong Kong)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gymnosphaera metteniana"
 ]
}

 The dataset includes 551 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025456-250827131500795/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.28218473.v1
title: Eletronic Supplementary Material 1-4 for: The endocranial anatomy of protocetids and its implications for early whale evolution

description: Metadata spreadsheet for the high-resolution, micro-CT scans of intact skulls or heads used to build what is referred to in the text as the  ‘strict’ dataset, for which endocast segmentations were performed by us, following the same protocol. One representative species per extant mammalian order is included.Data spreadsheets and trees (to be read by R).R script to reproduce the analyses.Supplementary text, figures, and table.
DOI: 10.6084/m9.figshare.30022888
title: Spatiotemporal Dynamics of Canopy Height and Carbon Storage in the Hainan Jianfengling National Nature Reserve: A Multimodal Remote Sensing Data Fusion Approach

description: This study integrated ground-based plot surveys and multi-source remote sensing data to develop a canopy height and aboveground biomass estimation model for Hainan Jianfengling National Nature Reserve from 2003 to 2023. To support scientific transparency and model reproducibility, a portion of the research data has been organized and made publicly available. The dataset includes the following three categories:1、Survey data of tropical rainforest plots：Biomass data of 140 sample plots: Includes 140 sample plots (10 m × 10 m), with information on plot ID, geographic coordinates, forest type, and biomass of tree and understory layers.Biomass data of 64 historical plots: Contains biomass data from 64 historical plots (25.8 m × 25.8 m), including plot ID, location, and aboveground biomass.Data of individual trees from 140 sample plots: Covers detailed measurements of 4,732 individual trees, including species name, diameter at breast height (DBH), tree height, crown volume, and estimated biomass per tree.2、Forest type distribution data：Based on the natural forest classification dataset, GLC_FCS30D land cover data, and ALOS DEM elevation data, this shapefile represents forest type distribution in Hainan Jianfengling National Nature Reserve from 2003 to 2023 at a 30-meter spatial resolution (WGS 1984 coordinate system).3、Remote sensing estimation results of biomass and canopy height of Hainan Jianfengling National Nature Reserve from 2003 to 2023：Includes annual maps of forest aboveground biomass density and canopy height distribution in Hainan Jianfengling National Nature Reserve from 2003 to 2023. All data are provided in GeoTIFF format with a spatial resolution of 30 meters, suitable for GIS-based analysis and visualization.
DOI: 10.6084/m9.figshare.30022888.v1
title: Spatiotemporal Dynamics of Canopy Height and Carbon Storage in the Hainan Jianfengling National Nature Reserve: A Multimodal Remote Sensing Data Fusion Approach

description: This study integrated ground-based plot surveys and multi-source remote sensing data to develop a canopy height and aboveground biomass estimation model for Hainan Jianfengling National Nature Reserve from 2003 to 2023. To support scientific transparency and model reproducibility, a portion of the research data has been organized and made publicly available. The dataset includes the following three categories:1、Survey data of tropical rainforest plots：Biomass data of 140 sample plots: Includes 140 sample plots (10 m × 10 m), with information on plot ID, geographic coordinates, forest type, and biomass of tree and understory layers.Biomass data of 64 historical plots: Contains biomass data from 64 historical plots (25.8 m × 25.8 m), including plot ID, location, and aboveground biomass.Data of individual trees from 140 sample plots: Covers detailed measurements of 4,732 individual trees, including species name, diameter at breast height (DBH), tree height, crown volume, and estimated biomass per tree.2、Forest type distribution data：Based on the natural forest classification dataset, GLC_FCS30D land cover data, and ALOS DEM elevation data, this shapefile represents forest type distribution in Hainan Jianfengling National Nature Reserve from 2003 to 2023 at a 30-meter spatial resolution (WGS 1984 coordinate system).3、Remote sensing estimation results of biomass and canopy height of Hainan Jianfengling National Nature Reserve from 2003 to 2023：Includes annual maps of forest aboveground biomass density and canopy height distribution in Hainan Jianfengling National Nature Reserve from 2003 to 2023. All data are provided in GeoTIFF format with a spatial resolution of 30 meters, suitable for GIS-based analysis and visualization.
DOI: 10.15468/dl.a6f6tq
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epiphyllum phyllanthus",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025457-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k2afxu
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Eucalyptus globulus"
 ]
}

 The dataset includes 73 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025459-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.drpeqk
title: Occurrence Download

description: A dataset containing 4218 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bacopa monnieri"
 ]
}

 The dataset includes 4218 records from 164 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025460-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ap6ugj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Curruca mystacea",
 "Country is one of (Myanmar, Thailand, Lao People’s Democratic Republic, Cambodia, Viet Nam, Malaysia)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025461-250827131500795/datasets/export for details.
DOI: 10.15468/dl.gfnpas
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plectranthus sylvestris",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 79 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025462-250827131500795/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.30729890
title: Supplementary Material for: Association of Hydroquinone with Nail Discoloration: A Case Report

description: Introduction: Hydroquinone is topical depigmenting agent that is frequently used to treat hyperpigmentation disorders. Prolonged contact exposure can lead to asymptomatic, reversible orange discoloration of the nail plate. 

Case Presentation: A 52-year-old woman of Hispanic ethnicity presented to our dermatology clinic for follow up of melasma, two months after initiating hydroquinone therapy. She also was taking isoniazid and rifampin therapies for reactivated tuberculosis. On physical examination, she had sharply demarcated, non-blanching, orange-brown areas of discoloration affecting the distal fingernails. Nail clipping histopathology and serologic testing for vitamin deficiencies, complete cell blood count, and liver and renal functioning were unremarkable. After ruling out alternative etiologies and considering causes such as anti-tuberculosis treatment, a diagnosis of orange nail discoloration secondary to topical hydroquinone use was rendered. 

Conclusion: The differential diagnosis for orange chromonychia is broad and requires a thorough work up to rule out autoimmune diseases, organ failure (cardiac, hepatic, renal), and vitamin or mineral deficiencies. It is important to consider comorbidities, medications, and contact and exogenous exposures into consideration. Awareness and patient education of this rare side effect may prevent unnecessary distress and, in some cases, avoid unnecessary testing.
DOI: 10.6084/m9.figshare.30729890.v1
title: Supplementary Material for: Association of Hydroquinone with Nail Discoloration: A Case Report

description: Introduction: Hydroquinone is topical depigmenting agent that is frequently used to treat hyperpigmentation disorders. Prolonged contact exposure can lead to asymptomatic, reversible orange discoloration of the nail plate. 

Case Presentation: A 52-year-old woman of Hispanic ethnicity presented to our dermatology clinic for follow up of melasma, two months after initiating hydroquinone therapy. She also was taking isoniazid and rifampin therapies for reactivated tuberculosis. On physical examination, she had sharply demarcated, non-blanching, orange-brown areas of discoloration affecting the distal fingernails. Nail clipping histopathology and serologic testing for vitamin deficiencies, complete cell blood count, and liver and renal functioning were unremarkable. After ruling out alternative etiologies and considering causes such as anti-tuberculosis treatment, a diagnosis of orange nail discoloration secondary to topical hydroquinone use was rendered. 

Conclusion: The differential diagnosis for orange chromonychia is broad and requires a thorough work up to rule out autoimmune diseases, organ failure (cardiac, hepatic, renal), and vitamin or mineral deficiencies. It is important to consider comorbidities, medications, and contact and exogenous exposures into consideration. Awareness and patient education of this rare side effect may prevent unnecessary distress and, in some cases, avoid unnecessary testing.
DOI: 10.15468/dl.h43782
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hoffmannia coriacea"
 ]
}

 The dataset includes 32 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011218-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hk265c
title: Occurrence Download

description: A dataset containing 4568 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nemosia pileata",
 "Year is one of (1985, 1986, 1987, 1988, 1989, 1990, 1991, 1992, 1993, 1994, 1995, 1996, 1997, 1998, 1999, 2000, 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, 2011, 2012, 2013, 2014, 2015)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 4568 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011217-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a8qmpx
title: Occurrence Download

description: A dataset containing 2267349 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation, Observation)",
 "OccurrenceStatus is Present",
 "TaxonKey is Araceae"
 ]
}

 The dataset includes 2267349 records from 4685 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011161-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dyttsh
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clausena harmandiana (Pierre) Pierre ex Guill."
 ]
}

 The dataset includes 93 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003858-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.42v4p3
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hieracium leyanum (Zahn) Roffey",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 50 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002566-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.00fp00
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1989-2019",
 "HasCoordinate is true",
 "TaxonKey is Mytilopsis sallei (Récluz, 1849)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 70 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014230-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e8uuje
title: Occurrence Download

description: A dataset containing 25826409 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is DOF/BirdLife Denmark - Observations from DOFbasen"
 ]
}

 The dataset includes 25826409 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0197837-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yedhaf
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Sphaenorhynchus platycephalus (Werner, 1894)"
 ]
}

 The dataset includes 45 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003820-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tz11jb
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia glauca Vahl",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014231-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9vrnmn
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acalypha sehnemii Allem & Irgang"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0136805-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.