cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccqjqjg
title: CCDC 671476: Experimental Crystal Structure Determination

description: Related Article: Xin-Qi Zhan, Zhen-Hua Qian, Hong Zheng, Bing-Yuan Su, Zhi Lan, Jin-Gou Xu|2008|Chem.Commun.||1859|doi:10.1039/b719473k
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccqn44m
title: CCDC 674750: Experimental Crystal Structure Determination

description: Related Article: M.Banerjee, V.S.Vyas, S.V.Lindeman, R.Rathore|2008|Chem.Commun.||1889|doi:10.1039/b800168e
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccqh7kz
title: CCDC 670051: Experimental Crystal Structure Determination

description: Related Article: Y.Norikane, R.Katoh, N.Tamaoki|2008|Chem.Commun.||1898|doi:10.1039/b718813g
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccqn45n
title: CCDC 674751: Experimental Crystal Structure Determination

description: Related Article: M.Banerjee, V.S.Vyas, S.V.Lindeman, R.Rathore|2008|Chem.Commun.||1889|doi:10.1039/b800168e
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.31388119
title: Parents and Students Data

description: Parents and Students perception of Guidance and counselling data
DOI: 10.6084/m9.figshare.31388119.v1
title: Parents and Students Data

description: Parents and Students perception of Guidance and counselling data
DOI: 10.15468/dl.cbrkj2
title: Occurrence Download

description: A dataset containing 259 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.29_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Seicercus poliogenys"
 ]
}

 The dataset includes 259 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002567-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/tzw76a
title: Birds and other animals from Fuglevennen.no

description: Bird observations and mammals recorded on Fuglevennen.no and Miljølære.no by private individuals and some schools in Norway. Majority of observations from the annual Norwegian Big Garden Birdwatch ("Hagefugltelling").
DOI: 10.15468/dl.pc4ymb
title: Occurrence Download

description: A dataset containing 737 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is India",
 "TaxonKey is Tetraogallus tibetanus"
 ]
}

 The dataset includes 737 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002568-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vp76n2
title: Occurrence Download

description: A dataset containing 85772 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aluterus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 85772 records from 302 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002555-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15375486
title: KP RC Reports a27
DOI: 10.5281/zenodo.15375485
title: KP RC Reports a27
DOI: 10.15468/dl.3f5dum
title: Occurrence Download

description: A dataset containing 1628 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is India",
 "TaxonKey is Tetraogallus himalayensis"
 ]
}

 The dataset includes 1628 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002569-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18738023
title: The 3D growth pattern of structural wedge: Insights from Yingjisha anticline in the West Kunlun piedmont, NW Tibet
DOI: 10.5281/zenodo.16991980
title: The 3D growth pattern of structural wedge: Insights from Yingjisha anticline in the West Kunlun piedmont, NW Tibet
DOI: 10.15468/dl.3ajasn
title: Occurrence Download

description: A dataset containing 1352 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Croton ceanothifolius"
 ]
}

 The dataset includes 1352 records from 127 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002570-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15571792
title: Jay Quinata (RGB)  - February 17 2025

description: This orthomosaic of Santa Rita, Guam was created from 34 images taken on February 17 2025, at 200 ft AGL, with a DJI Mavic 3 Multispectral. The mission was planned using the DJI Pilot application and post-processed using Pix4D.

 

This project was made possible through funding by the following grant(s): NACD (Award No. HQ00342020012).
description: Disclaimer: The following aerial imagery is intended solely for research purposes related to the assessment of the captured area. It is strictly prohibited to distribute this imagery to any unauthorized individuals or third-party entities without prior authorization.

The University of Guam Drone Corps funded by NASA Guam Space Grant and NASA Guam EPSCoR retain all rights to the aerial imagery, including but not limited to copyrights and intellectual property rights. Any unauthorized modification, reproduction, or distribution of the imagery is strictly prohibited.

By using this data, you acknowledge and agree to abide by the terms and conditions set forth in this disclaimer.

 

 

Privacy Disclaimer: The aerial imagery captured for assessment may inadvertently include images of private property and individuals. While every effort has been made to respect privacy, it is possible that identifiable information or sensitive locations may be visible in the imagery. University of Guam Drone Corps and related parties disclaim any responsibility for the unintentional collection or dissemination of such information. The recipient(s) of this imagery are urged to handle it with due care and take necessary precautions to protect the privacy rights of individuals and comply with applicable privacy laws and regulations.
DOI: 10.15468/dl.93yxt5
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hebius celebicus"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002573-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15469059
title: Jay Quinata (RGB)  - February 17 2025

description: This orthomosaic of Santa Rita, Guam was created from 34 images taken on February 17 2025, at 200 ft AGL, with a DJI Mavic 3 Multispectral. The mission was planned using the DJI Pilot application and post-processed using Pix4D.

 

This project was made possible through funding by the following grant(s): NACD (Award No. HQ00342020012).
description: Disclaimer: The following aerial imagery is intended solely for research purposes related to the assessment of the captured area. It is strictly prohibited to distribute this imagery to any unauthorized individuals or third-party entities without prior authorization.

The University of Guam Drone Corps funded by NASA Guam Space Grant and NASA Guam EPSCoR retain all rights to the aerial imagery, including but not limited to copyrights and intellectual property rights. Any unauthorized modification, reproduction, or distribution of the imagery is strictly prohibited.

By using this data, you acknowledge and agree to abide by the terms and conditions set forth in this disclaimer.

 

 

Privacy Disclaimer: The aerial imagery captured for assessment may inadvertently include images of private property and individuals. While every effort has been made to respect privacy, it is possible that identifiable information or sensitive locations may be visible in the imagery. University of Guam Drone Corps and related parties disclaim any responsibility for the unintentional collection or dissemination of such information. The recipient(s) of this imagery are urged to handle it with due care and take necessary precautions to protect the privacy rights of individuals and comply with applicable privacy laws and regulations.
DOI: 10.5281/zenodo.18738055
title: ENDOSCOPICAPPROACHINOTOLARYNGOLOGY

description: Thisarticlediscussestherole,advantages,andclinicalsignificanceoftheendoscopicapproachinotolaryngologypractice.Theintroductionofendoscopictechnologiesprovidesminimalinvasivenessinthediagnosisandtreatmentofdiseasesofthenasalcavity,paranasalsinuses,larynx,andlarynx,increasingsurgicalaccuracyandsafety.Thearticleanalyzestheadvantagesofendoscopicmethodsovertraditionalapproaches,reducingpostoperativecomplications,fasterrehabilitationofpatients,andthepossibilityofvisualcontrol.Theprospectsoftheendoscopicapproachinmodernmedicineandthelimitsofitsapplicationinpracticearealsodiscussed
DOI: 10.15468/dl.yahxx5
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hebius chapaensis"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002575-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18738054
title: ENDOSCOPICAPPROACHINOTOLARYNGOLOGY

description: Thisarticlediscussestherole,advantages,andclinicalsignificanceoftheendoscopicapproachinotolaryngologypractice.Theintroductionofendoscopictechnologiesprovidesminimalinvasivenessinthediagnosisandtreatmentofdiseasesofthenasalcavity,paranasalsinuses,larynx,andlarynx,increasingsurgicalaccuracyandsafety.Thearticleanalyzestheadvantagesofendoscopicmethodsovertraditionalapproaches,reducingpostoperativecomplications,fasterrehabilitationofpatients,andthepossibilityofvisualcontrol.Theprospectsoftheendoscopicapproachinmodernmedicineandthelimitsofitsapplicationinpracticearealsodiscussed
DOI: 10.15468/dl.z9khnj
title: Occurrence Download

description: A dataset containing 10602 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Limaria",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10602 records from 267 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002572-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16791026
title: Jay Quinata Farm (RGB) August 8 2025

description: "This orthomosaic of Santa Rita, Guam was created from 41 images taken on August 8 2025, at 150 ft AGL, with a DJI Matrice 350. The mission was planned using the DJI Pilot application and post-processed using Pix4D .

 

This project was made possible through funding by the following grant(s): NACD (Award No. HQ00342020012)."
description: Disclaimer: The following aerial imagery is intended solely for research purposes related to the assessment of the captured area. It is strictly prohibited to distribute this imagery to any unauthorized individuals or third-party entities without prior authorization.

The University of Guam Drone Corps funded by NASA Guam Space Grant and NASA Guam EPSCoR retain all rights to the aerial imagery, including but not limited to copyrights and intellectual property rights. Any unauthorized modification, reproduction, or distribution of the imagery is strictly prohibited.

By using this data, you acknowledge and agree to abide by the terms and conditions set forth in this disclaimer.

 

 

Privacy Disclaimer: The aerial imagery captured for assessment may inadvertently include images of private property and individuals. While every effort has been made to respect privacy, it is possible that identifiable information or sensitive locations may be visible in the imagery. University of Guam Drone Corps and related parties disclaim any responsibility for the unintentional collection or dissemination of such information. The recipient(s) of this imagery are urged to handle it with due care and take necessary precautions to protect the privacy rights of individuals and comply with applicable privacy laws and regulations.
DOI: 10.5281/zenodo.16791025
title: Jay Quinata Farm (RGB) August 8 2025

description: "This orthomosaic of Santa Rita, Guam was created from 41 images taken on August 8 2025, at 150 ft AGL, with a DJI Matrice 350. The mission was planned using the DJI Pilot application and post-processed using Pix4D .

 

This project was made possible through funding by the following grant(s): NACD (Award No. HQ00342020012)."
description: Disclaimer: The following aerial imagery is intended solely for research purposes related to the assessment of the captured area. It is strictly prohibited to distribute this imagery to any unauthorized individuals or third-party entities without prior authorization.

The University of Guam Drone Corps funded by NASA Guam Space Grant and NASA Guam EPSCoR retain all rights to the aerial imagery, including but not limited to copyrights and intellectual property rights. Any unauthorized modification, reproduction, or distribution of the imagery is strictly prohibited.

By using this data, you acknowledge and agree to abide by the terms and conditions set forth in this disclaimer.

 

 

Privacy Disclaimer: The aerial imagery captured for assessment may inadvertently include images of private property and individuals. While every effort has been made to respect privacy, it is possible that identifiable information or sensitive locations may be visible in the imagery. University of Guam Drone Corps and related parties disclaim any responsibility for the unintentional collection or dissemination of such information. The recipient(s) of this imagery are urged to handle it with due care and take necessary precautions to protect the privacy rights of individuals and comply with applicable privacy laws and regulations.
DOI: 10.15468/dl.33r6xu
title: Occurrence Download

description: A dataset containing 20993 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ageratina adenophora"
 ]
}

 The dataset includes 20993 records from 266 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002571-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18738037
title: Data associated with "Extracting and evaluating plant trait information from digital text in the Global Biodiversity Information Facility (GBIF)"

description: The data associated with Katori and Oguro (2025) (https://doi.org/10.1101/2025.03.16.643436):

There are eight data files: A raw table presenting the all occurrence data on vascular plants downloaded from GBIF, containing the five columns used in this study as well as latitude and longitude data (File 1); Text and values of life span (LS), growth form (GF), flower color (FC), and plant height (PH), latitude, and longitude extracted from each occurrence of GBIF (Files 2-4); A species-level dataset of LS, GF, FC, and PHmax for five databases (GBIF, TRY, BIEN, eFloras, and Rice database)(File 5); Files relating to expressions used to extract FC from GBIF and eFloras (Files 6-8).

For detailed descriptions of each file and how to create the data, see "README.txt" and Katori and Oguro (2025) (https://doi.org/10.1101/2025.03.16.643436).
DOI: 10.5281/zenodo.15030183
title: Data associated with "Extracting and evaluating plant trait information from digital text in the Global Biodiversity Information Facility (GBIF)"

description: The data associated with Katori and Oguro (2025) (https://doi.org/10.1101/2025.03.16.643436):

There are eight data files: A raw table presenting the all occurrence data on vascular plants downloaded from GBIF, containing the five columns used in this study as well as latitude and longitude data (File 1); Text and values of life span (LS), growth form (GF), flower color (FC), and plant height (PH), latitude, and longitude extracted from each occurrence of GBIF (Files 2-4); A species-level dataset of LS, GF, FC, and PHmax for five databases (GBIF, TRY, BIEN, eFloras, and Rice database)(File 5); Files relating to expressions used to extract FC from GBIF and eFloras (Files 6-8).

For detailed descriptions of each file and how to create the data, see "README.txt" and Katori and Oguro (2025) (https://doi.org/10.1101/2025.03.16.643436).
DOI: 10.15468/dl.9sjt8f
title: Occurrence Download

description: A dataset containing 6969 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is India",
 "TaxonKey is Alectoris chukar",
 "Year 2002-2026"
 ]
}

 The dataset includes 6969 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002577-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jmhxj2
title: Occurrence Download

description: A dataset containing 189 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.29_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Seicercus castaniceps"
 ]
}

 The dataset includes 189 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002578-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zaaay2
title: Occurrence Download

description: A dataset containing 12736 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diamesa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 12736 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002579-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18729571
title: NativeAnimalBD: A Hierarchical Image Dataset of Bangladeshi Native Animals

description: The Bangladeshi Native Animal Image Dataset (NativeAnimalBD) is a curated collection of 8,000 high-quality images representing five major classes of native Bangladeshi fauna. The dataset is designed for research in computer vision, hierarchical image classification, and deep learning.

The dataset is organized hierarchically, with five main classes, each comprising five subclasses. Every subclass contains 400 images, resulting in 2,000 images per main class. The hierarchical structure is as follows:





Aves: Heron, Kingfisher, Magpie, Sparrow, Parrot




Fish: Byen, Koi, Sing, Taki, Tengra (empty folders; images available via the BDINDIGENOUSFISH2019 dataset: GitHub link)




Insecta: Ants, Bee, Butterfly, Dragonfly, Grasshopper




Mammals: Asian Elephant, Indian Leopard, Royal Bengal Tiger, Spotted Deer, Wild Boar




Reptiles: Crocodile, Gharial, Lizard, Snake, Turtle



Dataset Structure:The dataset is arranged in a folder-based hierarchy, where each main class contains separate folders for its subclasses. This organization facilitates hierarchical classification experiments, benchmarking, and reproducible research.

The dataset is distributed as separate compressed files for each main class (Aves, Fish, Insecta, Mammals, Reptiles) to ensure stable downloading and efficient file management.

Intended Use:





"Academic research in computer vision and machine learning"




"Hierarchical animal classification studies"




"Educational purposes and dataset benchmarking"



License and Attribution:

Images (excluding the Fish class) were collected from Unsplash and Pexels and remain subject to their respective licenses. Users must comply with the original license terms of these platforms.

Fish images are not redistributed in this dataset. Users are advised to obtain them directly from the BDINDIGENOUSFISH2019 repository.
DOI: 10.6084/m9.figshare.31388146
title: Depression risk of 5-alpha reductase inhibitors: impact of active-comparator versus non-drug user control groups on risk measurement

description: The link between 5-alpha reductase inhibitors (5-ARIs) and depression has raised concerns due to the widespread and prolonged use. Previous studies and meta-analyses reported inconsistent results without clear explanations for the heterogeneity. This meta-analysis aims to quantify the depression risk associated with 5-ARIs and evaluate how control group selection contributes to the heterogeneity of reported results. We conducted a systematic review and meta-analysis of articles from Scopus, Embase, and MEDLINE. The search was performed from database inception to January 2025. Five longitudinal studies (<i>n</i> = 2,517,859 patients, effect size = 8), across a wide range of populations (US, UK, Canada, South Korea) and time periods (1992 – 2018) were included. 5-alpha-reductase inhibitor use was associated with a 31% increased risk of depression (HR 1.31, 95% CI 0.98–1.76), with high heterogeneity (I<sup>2</sup> = 95.5%, τ<sup>2</sup> = 0.0984, <i>p</i> &lt; 0.0001). When stratified by comparator type, studies using non-drug controls reported a significantly elevated risk (HR 1.61, 95% CI 1.20–2.16, I<sup>2</sup> = 94.4%, τ<sup>2</sup> = 0.0635, <i>p</i> &lt; 0.0001), while those using alpha-blocker comparators showed decreased risk (HR 0.89, 95% CI 0.86–0.92, I<sup>2</sup> = 0%, τ<sup>2</sup> = 0, <i>p</i> = 0.9711). The choice of comparator group explained the most heterogeneity across studies, while the type of 5-alpha-reductase inhibitors showed similar results. The risk of depression with 5-ARI use is likely minimal. Observational data utilizing active comparators suggests a 10% reduction in risk, while randomized data from a cancer prevention trial suggests a potential risk increase of approximately 10%. Previous reports of up to 200% increased risk likely stem from inappropriate control group selection that failed to account for disease burden.