cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/s1y-00m-v3l
title: Cyclotus simplicissimus B. Rensch, 1933

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3zk-l7b-w1e
title: Vermetus Daudin, 1800

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r1s-2v6-pkv
title: Mauritia arabica (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j0v-86g-jp8
title: Epitonium Röding, 1798

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lyb-prl-t13
title: Crepidula unguiformis Lamarck, 1822

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mj0-5j4-0g3
title: Japonia A. Gould, 1859

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1kw-l2p-wb9
title: Manzonia manzoniana (Rolán, 1987)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2da-p4a-rj4
title: Murex tribulus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1al-vb8-lqt
title: Bouchetriphora pallida (Pease, 1871)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/29l-2xe-hnz
title: Cypraecassis testiculus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/awt-gks-rkj
title: Alvania Risso, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wly-7q4-1y0
title: Melampus fasciatus (Deshayes, 1830)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5vy-wdf-3vk
title: Coralliophila H. Adams & A. Adams, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pwa-c99-nxj
title: Tudora aurantia (W. Wood, 1828)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.2h43gy
title: Occurrence Download

description: A dataset containing 21161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mauritia flexuosa"
 ]
}

 The dataset includes 21161 records from 166 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005444-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/hyzsbsgxcc.1
title: Optimized Eco-Friendly Bioflocculants: Nutrient and Cultivation Parameters for Wastewater Treatment

description: The production of bacterial bioflocculants represents a sustainable frontier in wastewater management. However, metabolic pathways responsible for these polymers are highly sensitive to their surroundings. This study demonstrates that by "fine-tuning" the microbial environment, we can transition from mediocre performance to near-total turbidity removal. Nutritional Synergy: Carbon and Nitrogen: This study found that sucrose and sucrose-glucose blends are the superior energy sources. This suggests that the metabolic pathways of the isolates are better equipped to handle disaccharides or specific hexose combinations, likely providing a steady flux of precursors for polymer synthesis. In contrast, pentoses like xylose may lead to slower growth or redirected metabolic energy, resulting in lower Flocculating Activity (FA%). Regarding nitrogen, a surprising trend emerged: inorganic sources (urea and ammonium chloride) outperformed complex organic ones like peptone. While organic sources provide ready-made amino acids, they can sometimes lead to excessive biomass production at the expense of secondary metabolite (bioflocculant) secretion. Simple nitrogen sources ensure that the carbon-to-nitrogen (C/N) ratio remains favorable for polymer excretion rather than just cellular replication. Physical and Environmental Refinement: The study highlights that "more" is not always "better" when it comes to cultivation parameters: Inoculum Size: Intermediate levels proved ideal. A low initial cell count delays the logarithmic growth phase, while an excessively high count leads to rapid nutrient depletion and oxygen competition before significant flocculant can be produced. pH and Temperature: The isolates showed a clear preference for neutral to slightly alkaline pH and mesophilic temperatures (typically 25 to 40 degree C). Extreme pH levels can denature the enzymes involved in polymer synthesis or alter the charge of the bioflocculant itself, rendering it ineffective. Similarly, temperature shifts affect membrane fluidity and metabolic rates; too cold, and the machinery stalls; too hot, and the proteins lose functionality. Agitation: Moderate shaking speeds are the "Goldilocks" zone. Agitation ensures oxygen transfer and nutrient distribution. However, static conditions lead to oxygen deprivation, while excessive speeds create high shear stress that can physically break the delicate molecular chains of the bioflocculant. Impact and Application: By synchronizing these variables, the researchers achieved near-complete turbidity removal using a kaolin clay assay. This is a significant benchmark, as it proves that biological alternatives can match the efficacy of synthetic polymers like polyacrylamide, which are often toxic and non-biodegradable. The "operational stability" of these optimized bioflocculants suggests they can withstand the rigors of real-world wastewater treatment, offering an eco-friendly path toward cleaner water without the chemical footprint.
DOI: 10.17632/kgsvbtpc7g
title: Predicting the antecedent of work engagement

description: This dataset contains four variables that can be used to predict work engagement. The four variables are digital skills, employee agility, dynamic capabilities and psychological capital
DOI: 10.17632/kgsvbtpc7g.1
title: Predicting the antecedent of work engagement

description: This dataset contains four variables that can be used to predict work engagement. The four variables are digital skills, employee agility, dynamic capabilities and psychological capital
DOI: 10.17632/m678cnygwm
title: Replication files for -- AI and Perception Biases in Investments: An Experimental Study

description: This file contains code and data for the full replication of "AI and Perception Biases in Investments: An Experimental Study". The readme describes the R and python packages needed to run the code, and some additional information about the tables included in the R and Python code files.
DOI: 10.21227/t4gh-0r63
title: "BAWSeg: A UAV Multispectral Benchmark for Barley Weed Segmentation"

description: "BAWSeg is a large-scale UAV multispectral benchmark dataset for field-level barley weed semantic segmentation, constructed from repeated RTK-enabled UAV surveys over two commercial rainfed barley paddocks near Kondinin, Western Australia (E2: lat \u221232.508363, lon 118.338139; E8: lat \u221232.516563, lon 118.353799). Data were acquired across four growing seasons (2020\u20132023) using a DJI Phantom 4 Multispectral (P4M) platform with six synchronized cameras: five monochrome narrowband sensors (Blue\/Green\/Red\/RedEdge\/NIR) at 1600\u00d71300 pixels (focal length 5.74 mm, pixel pitch 2.74 \u03bcm) and one nadir RGB camera at 4000\u00d73000 pixels. All missions used nadir viewing (gimbal \u221290\u00b0), flight altitude 120 m AGL, 80% forward\/side overlap, and a commanded groundspeed of 5 m\u00b7s\u207b\u00b9. A D-RTK 2 base station provided real-time corrections, and per-frame exposure-time geotags were written into image EXIF via TimeSync. Each sortie includes radiometric reference panel captures (Spectralon, 1 m\u00d71 m) and per-exposure irradiance measurements to support repeatable conversion to surface reflectance.This DataPort release contains (i) raw per-frame multispectral and RGB imagery with complete acquisition metadata, (ii) mission boundary and flight-line geometry, (iii) radiometrically calibrated, band-coregistered orthomosaics exported as tiled GeoTIFF reflectance maps for all five bands, (iv) orthomosaic-level vegetation index rasters (NDVI, GNDVI, EVI, SAVI, MSAVI), (v) dense pixel-level semantic annotations for crop\/weed\/other with an explicit ignore label for out-of-field\/invalid pixels, and (vi) a leakage-free benchmark protocol based on non-overlapping 1024\u00d71024 spatial blocks and a fixed block split reused across years, plus training-ready 256\u00d7256 patches (stride 128) with per-patch metadata. BAWSeg enables reproducible evaluation under within-plot, cross-plot, and cross-year settings for precision weed mapping and robust multispectral segmentation research. The total data volume exceeds 500 GB, preserving full traceability from raw frames to benchmark-ready patches."
DOI: 10.17632/m678cnygwm.4
title: Replication files for -- AI and Perception Biases in Investments: An Experimental Study

description: This file contains code and data for the full replication of "AI and Perception Biases in Investments: An Experimental Study". The readme describes the R and python packages needed to run the code, and some additional information about the tables included in the R and Python code files.
DOI: 10.15468/dl.3ezv7h
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Suastus minuta"
 ]
}

 The dataset includes 84 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005221-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/szvpmmg4gd
title: AI in Government Contracting

description: Systematic Literature Review (SLR) aimed at mapping the state of the art in the application of Artificial Intelligence (AI) to public procurement processes.
DOI: 10.15468/dl.m5byep
title: Occurrence Download

description: A dataset containing 27021 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Triadica sebifera",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 27021 records from 184 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005220-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7hw33z
title: Occurrence Download

description: A dataset listing the 10638 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is EOD – eBird Observation Dataset"
 ]
}

 The dataset's 10638 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005200-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/szvpmmg4gd.1
title: AI in Government Contracting

description: Systematic Literature Review (SLR) aimed at mapping the state of the art in the application of Artificial Intelligence (AI) to public procurement processes.
DOI: 10.5284/1139319
title: Digital Archive from Photographic and Laser Scanning Surveys at 9-13 Meadow Street, Sheffield, 2024 and 2025

description: This archive comprises images, site records, text, vector and laser scanning data from a historic building recording at the former William Rowland Ltd site, 9-13 Meadow Street, Sheffield, South Yorkshire. This work was undertaken by Wessex Archaeology in August and October 2024 and January 2025. The historic building recording took the form of a photographic survey supplemented by floor plan drawings generated from a laser scan metric survey. The former William Rowland Ltd buildings were built in the mid 20th century between 1948 and 1967, with at least one phase of construction around 195860, and were designed by the Sheffield architects Elden, Minns amp; Co Ltd. However, Buildings 3 and 6 and the brick boundary wall along Edward Street incorporated multiple phases of older brickwork which have been interpretated as remnants of the early 18th and 19th-century buildings that used to stand on the site. A large workshop space used for refined metal processing encompassed Building 2, Building 9, the ground floor of Building 3 and part of Building 1, with further workshop/warehouse spaces in the north and south sheds of Buildings 4-5 and 6. The offices were largely contained on the first floor, with storerooms, kitchen canteen, and toilet and shower facilities on both floors within Buildings 1 and 3.
DOI: 10.5281/zenodo.18593121
title: An Agentic AI System for Automated Pharmacogenomic Recommendation Generation
DOI: 10.5281/zenodo.17727992
title: An Agentic AI System for Automated Pharmacogenomic Recommendation Generation
DOI: 10.15468/dl.zjwfht
title: Occurrence Download

description: A dataset containing 2318 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aspidosperma pyrifolium",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 2318 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005224-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dhy3ch
title: Occurrence Download

description: A dataset containing 45937 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is RATO - Daily operations commissioned by the province East Flanders, Belgium"
 ]
}

 The dataset includes 45937 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005223-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.euwaud
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Jupiaba pirana",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 60 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005227-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26188/29649605.v1
title: <b>The intertwining of the literature reviews</b>

description: This diagram illustrates a mind mapping conversation on human experience as embodied, emplaced, and sensory literature review.
DOI: 10.15468/dl.nhndna
title: Occurrence Download

description: A dataset containing 241 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dunbaria punctata",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 241 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005225-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/9m2stcgdmc
title: A Hybrid Analytical–Genetic Programming Framework for Modelling Cross-Shore Beach Profiles

description: 1. Overview

This database contains all datasets generated and used in the study focused on the identification, classification, and modeling of nearshore sandbar morphology using in situ bathymetric profiles, statistical analysis, genetic programming, and satellite-derived morphometric indicators.

The database supports the full methodological workflow, including data pre-processing, dimensionality reduction, clustering, machine learning modeling, remote sensing processing, and validation.
DOI: 10.17632/9m2stcgdmc.1
title: A Hybrid Analytical–Genetic Programming Framework for Modelling Cross-Shore Beach Profiles

description: 1. Overview

This database contains all datasets generated and used in the study focused on the identification, classification, and modeling of nearshore sandbar morphology using in situ bathymetric profiles, statistical analysis, genetic programming, and satellite-derived morphometric indicators.

The database supports the full methodological workflow, including data pre-processing, dimensionality reduction, clustering, machine learning modeling, remote sensing processing, and validation.
DOI: 10.17632/n87jfxtvm5
title: Aromaticity and pH-driven photochemical degradation pathway of dissolved organic matter in fluvial environments

description: Ultrahigh resolution mass spectrometry data (FT-ICR-MS) data for fluvial samples that have undergone photochemical irradiation (9 rivers and swamps). Full materials and methods, as well as interpretations, can be found in the corresponding manuscript (citations and DOI below). 

Manuscript in review. This will be updated once it has been published.
DOI: 10.17632/n87jfxtvm5.1
title: Aromaticity and pH-driven photochemical degradation pathway of dissolved organic matter in fluvial environments

description: Ultrahigh resolution mass spectrometry data (FT-ICR-MS) data for fluvial samples that have undergone photochemical irradiation (9 rivers and swamps). Full materials and methods, as well as interpretations, can be found in the corresponding manuscript (citations and DOI below). 

Manuscript in review. This will be updated once it has been published.
DOI: 10.17632/ncxdfbdbx4
title: Dataset on Professional accounting training and tax compliance in firms operating under partial financial reporting standards

description: This dataset contains firm-level quantitative information on accounting practices and tax compliance outcomes of Peruvian firms for the period 2022–2024. The dataset integrates publicly available administrative records with primary survey data, enabling analysis of the association between professional accounting involvement in financial reporting and observable tax compliance behavior in contexts characterized by partial implementation of financial reporting standards.

Tax compliance information is derived from public administrative records provided by the Peruvian tax authority (Superintendencia Nacional de Aduanas y de Administración Tributaria – SUNAT). Data related to accounting practices and financial reporting characteristics were collected through a structured survey administered to a randomly selected sample of firms. Professional accounting involvement is recorded as a binary indicator identifying whether a certified public accountant prepared the firm’s annual tax return. Financial reporting practices are captured through Likert-type items assessing accounting consistency, adjustments and corrections, and the usefulness of financial information.

The dataset includes observations from 1,500 firms subject to formal accounting obligations under International Financial Reporting Standards for Small and Medium-sized Entities (IFRS for SMEs), excluding firms operating under simplified tax regimes. This dataset is suitable for replication studies, comparative analyses, and alternative empirical evaluations of accounting professionalism, financial reporting practices, and tax compliance in emerging economies.
DOI: 10.17632/ncxdfbdbx4.1
title: Dataset on Professional accounting training and tax compliance in firms operating under partial financial reporting standards

description: This dataset contains firm-level quantitative information on accounting practices and tax compliance outcomes of Peruvian firms for the period 2022–2024. The dataset integrates publicly available administrative records with primary survey data, enabling analysis of the association between professional accounting involvement in financial reporting and observable tax compliance behavior in contexts characterized by partial implementation of financial reporting standards.

Tax compliance information is derived from public administrative records provided by the Peruvian tax authority (Superintendencia Nacional de Aduanas y de Administración Tributaria – SUNAT). Data related to accounting practices and financial reporting characteristics were collected through a structured survey administered to a randomly selected sample of firms. Professional accounting involvement is recorded as a binary indicator identifying whether a certified public accountant prepared the firm’s annual tax return. Financial reporting practices are captured through Likert-type items assessing accounting consistency, adjustments and corrections, and the usefulness of financial information.

The dataset includes observations from 1,500 firms subject to formal accounting obligations under International Financial Reporting Standards for Small and Medium-sized Entities (IFRS for SMEs), excluding firms operating under simplified tax regimes. This dataset is suitable for replication studies, comparative analyses, and alternative empirical evaluations of accounting professionalism, financial reporting practices, and tax compliance in emerging economies.
DOI: 10.17632/4gt288j62h
title: Comparison of sample preparation techniques for the (-)ESI-FT-ICR-MS analysis of humic and fulvic acids

description: Ultrahigh resolution mass spectrometry (FT-ICR-MS) data for humic and fulvic acid fractions prepared using different solubilization techniques. Full materials and methods, as well as interpretations, can be found in the corresponding manuscript (citation and DOI below). 

Goranov, A.I., Tadini, A.M., Martin-Neto, L., Bernardi, A.C.C., Oliveira, P.P.A., Pezzopane, J.R.M., Milori, D.M.B.P., Mounier, S. and Hatcher, P.G. (2022) Comparison of Sample Preparation Techniques for the (−)ESI-FT-ICR-MS Analysis of Humic and Fulvic Acids. Environmental Science & Technology, 56(17), 12688–12701. doi: 10.1021/acs.est.2c01125
DOI: 10.17632/4gt288j62h.3
title: Comparison of sample preparation techniques for the (-)ESI-FT-ICR-MS analysis of humic and fulvic acids

description: Ultrahigh resolution mass spectrometry (FT-ICR-MS) data for humic and fulvic acid fractions prepared using different solubilization techniques. Full materials and methods, as well as interpretations, can be found in the corresponding manuscript (citation and DOI below). 

Goranov, A.I., Tadini, A.M., Martin-Neto, L., Bernardi, A.C.C., Oliveira, P.P.A., Pezzopane, J.R.M., Milori, D.M.B.P., Mounier, S. and Hatcher, P.G. (2022) Comparison of Sample Preparation Techniques for the (−)ESI-FT-ICR-MS Analysis of Humic and Fulvic Acids. Environmental Science & Technology, 56(17), 12688–12701. doi: 10.1021/acs.est.2c01125