cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/xc0-461-kbg
title: Completoria complens Lohde

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.cn6bsg
title: Occurrence Download

description: A dataset containing 7618 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Tecophilaeaceae"
 ]
}

 The dataset includes 7618 records from 150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046533-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/6rr-7p1-kdd
title: Physoderma maculare Wallr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zna-wcj-08e
title: Physoderma maculare Wallr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.wk7eyw
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Muntingia calabura",
 "Country is Seychelles",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046534-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c52v2cp6x
title: MassIVE MSV000099112 - Jordan Plants - PA - Crude and Extracts
title: Jordan Plants - Pistacia atlantica - Ethyl Acetate Extracts - Crude and Fractional
DOI: 10.15468/dl.2rdzd7
title: Occurrence Download

description: A dataset containing 106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Muntingia calabura",
 "Country is Singapore",
 "HasCoordinate is true"
 ]
}

 The dataset includes 106 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046535-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3mcdxg
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Muntingia calabura",
 "Country is Solomon Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046536-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p13b99vw
title: Monitoring Data to Support the Operation of the Electric Dispersal Barrier System on the Chicago Sanitary and Ship Canal at Romeoville, Illinois, October 1, 2020, to September 30, 2022

description: The U.S. Geological Survey (USGS) monitors water surface flow reversals, commercial vessel traffic, and temperature and specific conductance in the U.S. Army Corps of Engineers Electric Dispersal Barrier System (EDBS) on the Chicago Sanitary and Ship Canal, Chicago, Illinois. These data are planned to be released on USGS ScienceBase annually. This data release is the summary of all the data collected during Water Year (WY) 2021 (October 1, 2020, to September 30, 2021) and WY2022 (October 1, 2021, to September 30, 2022). Water surface flow reversals at the EDBS are monitored using surface velocity radar. Commercial vessel traffic patterns through the EDBS are documented using a motion-activated video camera. Temperature and specific conductance are reported in near real-time from USGS sensors installed just downstream of the EDBS.
DOI: 10.15468/dl.twh5b7
title: Occurrence Download

description: A dataset containing 6327 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sorbus americana"
 ]
}

 The dataset includes 6327 records from 218 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046537-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/6kc-wg2-gqj
title: Physoderma maculare Wallr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.13011/m3-gztg-ez18
title: LPBF_melt_pool
DOI: 10.15468/dl.ncskyr
title: Occurrence Download

description: A dataset containing 24679 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Oregon Bee Atlas Survey Data: 2019"
 ]
}

 The dataset includes 24679 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046538-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/yrr-hr1-l51
title: Rhizoplaca idahoensis Rosentr. & McCune

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4vt-t0y-pgf
title: Buellia haywardii Elix, A. Knight & H. Mayrhofer

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.7910/dvn/aao4jc
title: Global Rural-Urban Mapping Project, Version 1 (GRUMPv1): Settlement Points

description: The Global Rural-Urban Mapping Project, Version 1 (GRUMPv1): Settlement Points contains geospatial location for selected settlements. This data set is produced by the Columbia University Center for International Earth Science Information Network (CIESIN) in collaboration with the International Food Policy Research Institute (IFPRI), The World Bank, and Centro Internacional de Agricultura Tropical (CIAT).
description: To provide populated place (point) data with consistent population estimates.
DOI: 10.3535/1ss-ekl-xwd
title: Pertusaria pertusa (L.) Tuck.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17632/7jymt7hdpj
title: Dissociative Subtype of Posttraumatic Stress Disorder Scale (DSPS) Ukrainian Version Validation Dataset

description: This dataset contains de-identified, item-level and derived measures used in the validation and applied analyses of the Ukrainian version of the Dissociative Subtype of PTSD Scale (DSPS) in a trauma-exposed Ukrainian sample. The file includes: (i) DSPS lifetime and current endorsements with per-item frequency and severity ratings and binary thresholds; (ii) PC-PTSD-5 screening items for current PTSD; (iii) sleep quality indices (global PSQI and items); and (iv) basic demographics and war-exposure indicators. These data enable replication of prevalence estimates, subscale scoring (Derealization/Depersonalization; Loss of Awareness; Psychogenic Amnesia), and construction of current dissociative-subtype flags. Variables are provided in English/Latin column names; many content values are in Ukrainian (e.g., response labels for some PSQI/contexts).
DOI: 10.17632/7jymt7hdpj.1
title: Dissociative Subtype of Posttraumatic Stress Disorder Scale (DSPS) Ukrainian Version Validation Dataset

description: This dataset contains de-identified, item-level and derived measures used in the validation and applied analyses of the Ukrainian version of the Dissociative Subtype of PTSD Scale (DSPS) in a trauma-exposed Ukrainian sample. The file includes: (i) DSPS lifetime and current endorsements with per-item frequency and severity ratings and binary thresholds; (ii) PC-PTSD-5 screening items for current PTSD; (iii) sleep quality indices (global PSQI and items); and (iv) basic demographics and war-exposure indicators. These data enable replication of prevalence estimates, subscale scoring (Derealization/Depersonalization; Loss of Awareness; Psychogenic Amnesia), and construction of current dissociative-subtype flags. Variables are provided in English/Latin column names; many content values are in Ukrainian (e.g., response labels for some PSQI/contexts).
DOI: 10.3535/htq-nwt-mje
title: Parmelia sulcata Taylor

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/sfj-n2l-020
title: Ramalina fastigiata (Pers.) Ach.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.byk3jj
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neurada procumbens",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 27 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046539-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8q2yxa
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neurada procumbens",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 24 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046540-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/qw8-xjt-m4a
title: Dermatocarpon miniatum (L.) W. Mann

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5tj-yr9-vka
title: Xanthoria parietina (L.) Th. Fr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xe6-7ca-ga2
title: Lichenopuccinia poeltii D. Hawksw. & Hafellner

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17632/hp2vx6fytf
title: FUJIAN2TAIWAN-HSISAT

description: Satellite hyperspectral data was acquired using the GF-5B satellite over the southeastern coastal region of China.
DOI: 10.17632/hp2vx6fytf.1
title: FUJIAN2TAIWAN-HSISAT

description: Satellite hyperspectral data was acquired using the GF-5B satellite over the southeastern coastal region of China.
DOI: 10.15468/dl.4t6zeh
title: Occurrence Download

description: A dataset containing 1199 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Podocarpus matudae"
 ]
}

 The dataset includes 1199 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046541-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/2m7wk5cy4c.1
title: JaalTaka: A Benchmark Dataset for Detecting Counterfeit Bangladeshi Banknotes

description: The rapid proliferation of counterfeit currency poses a serious threat to global economic stability by driving inflation, raising prices, and undermining public trust in paper currency. These challenges are particularly severe in cash-dependent economies, where reduced acceptability of currency disrupts transactions and hinders financial inclusion. Although substantial research has focused on banknote recognition and classification, resources dedicated to counterfeit banknote detection remain limited. A key obstacle is the difficulty of collecting counterfeit banknotes due to accessibility and security barriers.
To address this gap, we introduce “JaalTaka”, a benchmark dataset of Bangladeshi banknotes containing both genuine and counterfeit banknotes. Genuine banknotes were sourced from three government banks in Bangladesh—Sonali Bank Ltd, Agrani Bank Ltd, and Rupali Bank Ltd, while counterfeit notes were obtained through formal collaboration with the Rapid Action Battalion (RAB), a special security force of Bangladesh, for research purposes. To enhance robustness, the dataset includes banknotes in varied physical conditions such as wear and tear, stains, user markings, graffiti, and repair artifacts (e.g., tape or staple marks). Images were captured using smartphone cameras, providing sufficient resolution to capture subtle security features while ensuring cost-effectiveness, portability, and reproducibility.

Dataset Distribution:
• Genuine Notes: 802
• Counterfeit Notes: 588
• Total: 1,390
Image Capture
The security features of Bangladeshi banknotes are distributed across both sides, with many being highly subtle, making it difficult to distinguish genuine notes from counterfeits using a single image. To address this, six images were captured from different regions of each banknote, focusing on the most significant security features. This makes the dataset particularly valuable for multi-view models, where the final prediction can be derived from the combined analysis of all six views.

Value of dataset:
• This is the first publicly available dataset that provides a reliable foundation for developing effective Bangladeshi banknote authentication systems.
• Our dataset helps create automated systems that can cut down the need for manual inspections in high-volume money transaction environments. It can also be used in machines like ATMs and vending machines to make transactions safer and more reliable.
• This dataset not only helps mitigate economic losses from counterfeit currency but also provides a valuable resource for researchers and developers, serving as a benchmark for future studies in banknote authentication.

We hope our dataset can serve as a benchmark resource to support counterfeit banknote detection, helping mitigate inflation and reduce price volatility. It aims contribute to restoring public confidence in paper currency.
DOI: 10.17632/55dv9t6y96.1
title: Stable Cerium isotope fractionation during magmatic differentiation at Hekla, Iceland

description: Ce isotope data of the Hekla lavas. Other supported data related to this article are also attached.
DOI: 10.17632/bswzpftvrz
title: Influence of Crude Phenolic Extract from Coffee Pulp Supplementation in Broiler Diets on Productive Performance, Gut Microbiota, and Immune Response

description: Our study hypothesized that crude phenolic extract (CE) from coffee pulp could enhance microbial homeostasis, gut health, and immune response in broilers, ultimately improving their growth performance. The research aimed to assess the antimicrobial properties of CE in vitro and evaluate its dietary effects on broiler productivity and health.
To test this, we conducted in vitro assays to determine CE’s antibacterial and anti-adherent properties. Additionally, 160 one-day-old Ross 308 male broilers were randomly assigned to four dietary treatments: a control group (CE0) and groups supplemented with 0.25 g/kg (CE0.25), 0.5 g/kg (CE0.5), and 1 g/kg (CE1) of CE. Growth performance, gut microbiota composition, and immune markers were measured throughout the trial.
Further research should focus on long-term effects and potential applications in commercial poultry production.
DOI: 10.7910/dvn/czgu5x
title: HANPP Collection: Global Patterns in Human Appropriation of Net Primary Productivity (HANPP)

description: The HANPP Collection: Global Patterns in Human Appropriation of Net Primary Productivity (HANPP) represents a digital map of human appropriation of net primary productivity measured in units of elemental carbon on a one-quarter degree global grid. Net primary productivity (NPP), the net amount of solar energy converted to plant organic matter through photosynthesis, can be measured in units of elemental carbon and represents the primary food energy source for the world's ecosystems. Humans appropriate net primary productivity through the consumption of food, paper, wood and fiber, which alters the composition of the atmosphere, levels of biodiversity, energy flows within food webs and the provision of important ecosystem services. The data set is distributed by the Columbia University Center for International Earth Science Information Network (CIESIN).
description: To assist in understanding human impacts on the environment, and especially impacts on biodiversity and ecosystem services.
DOI: 10.17632/bswzpftvrz.3
title: Influence of Crude Phenolic Extract from Coffee Pulp Supplementation in Broiler Diets on Productive Performance, Gut Microbiota, and Immune Response

description: Our study hypothesized that crude phenolic extract (CE) from coffee pulp could enhance microbial homeostasis, gut health, and immune response in broilers, ultimately improving their growth performance. The research aimed to assess the antimicrobial properties of CE in vitro and evaluate its dietary effects on broiler productivity and health.
To test this, we conducted in vitro assays to determine CE’s antibacterial and anti-adherent properties. Additionally, 160 one-day-old Ross 308 male broilers were randomly assigned to four dietary treatments: a control group (CE0) and groups supplemented with 0.25 g/kg (CE0.25), 0.5 g/kg (CE0.5), and 1 g/kg (CE1) of CE. Growth performance, gut microbiota composition, and immune markers were measured throughout the trial.
Further research should focus on long-term effects and potential applications in commercial poultry production.
DOI: 10.3535/3rr-3g4-tcm
title: Hypogymnia tubulosa (Schaer.) Hav.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/3en-70n-fvl
title: Parmelina pastillifera (Harm.) Hale

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gcx-7ja-z2p
title: Physcia tenella (Scop.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/m9z-chm-l6a
title: Tetramelas peruviensis Elix

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/bb9-aq9-qwg
title: Tremella purpurascentis Diederich, Common & Millanes

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/f7y-x7l-fnw
title: Rinodina michaelae H. Mayrhofer & Elix

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/j2k-sxp-neq
title: Tetramelas weberianus Elix

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0mf-4fl-ba7
title: Buellia blahaiana Elix & H. Mayrhofer

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/rt1-vdj-2rd
title: Amandinea puertomonttensis Elix, H. Mayrhofer & J.M. Rodr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ge2-3bk-fj7
title: Hypogymnia capitata McCune

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/saj-rt8-rcw
title: Tetramelas fuegiensis Elix, H. Mayrhofer & J.M. Rodr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/v3n-ba1-5ej
title: Parmelia saxatilis (L.) Ach.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.17632/mxt7s4bnvf
title: VISA_MasterCard

description: The Mastercard and Visa dataset provides structured transaction records supporting research in fraud detection, risk modeling, and financial analytics. It enables machine learning applications including classification, clustering, and forecasting. This resource is valuable for developing secure financial systems, advancing academic research, and promoting reproducibility in financial data science.
DOI: 10.17632/mxt7s4bnvf.1
title: VISA_MasterCard

description: The Mastercard and Visa dataset provides structured transaction records supporting research in fraud detection, risk modeling, and financial analytics. It enables machine learning applications including classification, clustering, and forecasting. This resource is valuable for developing secure financial systems, advancing academic research, and promoting reproducibility in financial data science.
DOI: 10.15468/dl.7fwtn5
title: Occurrence Download

description: A dataset containing 283 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is BRA.6.60_2",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 283 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046544-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/yyt7kh2jbh.1
title: Dataset of "Marine barium cycling during the late Paleozoic greenhouse-icehouse transition"

description: Research data for the study "Marine barium cycling during the late Paleozoic greenhouse-icehouse transition", containing geochemical results of the Malanbian section, South China.
DOI: 10.15468/dl.atwq2t
title: Occurrence Download

description: A dataset containing 24679 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Oregon Bee Atlas Survey Data: 2019"
 ]
}

 The dataset includes 24679 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046543-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/ya1-3cp-85r
title: Physcia leptalea (Ach.) DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1qf-g5f-gsa
title: Ramalina fastigiata (Pers.) Ach.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.vufqhp
title: Occurrence Download

description: A dataset containing 18869 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sorbus intermedia"
 ]
}

 The dataset includes 18869 records from 241 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046542-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/94r-ysa-gjp
title: Phlyctis argena (Ach.) Flot.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/gzl-nbk-0zp
title: Parmelina pastillifera (Harm.) Hale

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/n1a-vt5-was
title: Acrocordia conoidea (Fr.) Körb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mh0-kxm-ftd
title: Pertusaria pertusa (L.) Tuck.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.amnt7h
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gnidia squarrosa",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046547-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.38hz35
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gnidia squarrosa",
 "Country is Portugal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 41 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046548-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/9kw-m46-5dy
title: Physcia aipolia (Ehrh. ex Humb.) Fürnr.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/grd-h8x-n4w
title: Pertusaria coccodes (Ach.) Nyl.

description: Digital Specimen for the physical specimen hosted at University of Graz.