cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17654659
title: Founding the Science of Inverse Chemistry: A Unified Conceptual Framework for Property-to-Structure Mapping

description: This conceptual paper establishes the foundational principles of Inverse Chemistry, a novel interdisciplinary field that addresses the inverse problems in chemical sciences by mapping desired properties back to molecular structures and compositions. Unlike traditional approaches that treat materials science, drug discovery, and protein engineering as separate domains, we posit a unified science of inverse mapping. Drawing upon advanced computational methodologies, we delineate a multi-dimensional approach encompassing Bayesian inference, detailed sensitivity analysis via Sobol indices, and genetic optimization. The framework is supported by precise mathematical derivations, reproducible simulations, and Python code implementations. High-fidelity TikZ visualizations, including detailed algorithmic flowcharts, illustrate the complex processes. This work integrates insights from diverse peer-reviewed sources to provide a robust, evidence-based foundation for future empirical validations and cross-disciplinary innovation.
DOI: 10.15468/dl.ctrxr7
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-113.9688 30.14913, -113.8188 30.14913, -113.8188 30.29913, -113.9688 30.29913, -113.9688 30.14913))"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046247-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tmn9wz
title: Occurrence Download

description: A dataset containing 1790 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rugulopteryx okamurae"
 ]
}

 The dataset includes 1790 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046246-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uf285t
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation)",
 "Country is Colombia",
 "TaxonKey is Rhynchostegiopsis tunguraguana"
 ]
}

 The dataset includes 30 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046249-251025141854904/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.30661133
title: Offset case studies

description: Reviewed case studies for direct and indirect offset effects in relation to offset failure, nonperformance and unintended consequences.
DOI: 10.6084/m9.figshare.30661133.v1
title: Offset case studies

description: Reviewed case studies for direct and indirect offset effects in relation to offset failure, nonperformance and unintended consequences.
DOI: 10.15468/dl.r59vas
title: Occurrence Download

description: A dataset containing 167 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Amazona xantholora"
 ]
}

 The dataset includes 167 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046250-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t778qx
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-113.8188 30.14913, -113.6688 30.14913, -113.6688 30.29913, -113.8188 30.29913, -113.8188 30.14913))"
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046251-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/g8n4-3c18
title: Bushfire fuel classification fuel types map release 2.0

description: This map describes Australian fuel type classes and their estimated extents using the Bushfire Fuel Classification (BFC) framework of Hollis et al. (2015) and Cruz et al. (2018). The BFC is a hierarchical, structure-based classification system for fuel complexes, enabling distinct fuel extents and characterisations to be mapped directly onto fire behaviour models. The map has been generated using nationally consistent, open-source datasets, predominantly derived from remotely sensed data, to quantitatively characterise vegetation life forms, height and foliage cover. The automated production of this map allows for rapid versioning as data inputs are enhanced. This release is an updated version of the BFC fuel types release 1.0. For a detailed description of the methodology, refer to Joshi et al. (2025). This version applies the same methodology as the previous release, which integrates datasets of multiple spatial and temporal resolutions (10–500 metres). The only modification is the use of height data from Ticehurst et al. (2025) in place of the datasets from Scarth et al. (2019) and Langs et al. (2020). Incorporation of this new height product has substantially improved the segregation of fuel classes in arid regions, particularly for vegetation shorter than 5m.
DOI: 10.15468/dl.b2rjtc
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "GadmGid is MEX.27_1",
 "TaxonKey is Crotalus mictlantecuhtli"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046253-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ea78e
title: Occurrence Download

description: A dataset containing 15669 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Solenopsis geminata"
 ]
}

 The dataset includes 15669 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046252-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22002/11wg8-jgx73
title: Dataset: AgBioDatabase Finder: an online tool to help researchers find and submit agricultural genomic, genetic, and breeding data

description: Source Data and Ontology Terms for AgBioDatabase Finder Profiles. The tab 'AgBioDatabase Source data' contains the descriptive information used to populate the database profiles currently present in the AgBioDabase Finder. The tab 'Datatype definitions and source ontologies' contains a list of terms for data types supported by the tool, a link to the source and definition of the ontology term, and a streamlined definition used in the AgBioDatabase Finder tool.
DOI: 10.15468/dl.r3n4u2
title: Occurrence Download

description: A dataset containing 69083 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Erythroxylum gonoclados, Muellerargia jeffreyana, Erythroxylum confusum, Costus rubineus, Erythroxylum echinodendron, Geranium bicknellii, Erythroxylum bequaertii, Solidago caesia, Psiguria triphylla, Erythroxylum savannarum, Erythroxylum incrassatum, Erythroxylum lineolatum, Umbilicus botryoides, Erythroxylum longipes, Erythroxylum citrifolium, Cucumis variabilis, Hedera azorica, Erythroxylum orinocense, Erythroxylum pedicellare, Erythroxylum oxycarpum, Erythroxylum alaternifolium, Erythroxylum pelleterianum, Erythroxylum raimondii, Zehneria rutenbergiana, Erica azorica, Erythroxylum cassinoides, Erythroxylum divaricatum, Costus osae, Erythroxylum areolatum, Costus plowmanii, Erythroxylum subrotundum, Erythroxylum reticulatum, Triticum dicoccoides, Quercus bicolor, Costus kupensis, Dimerocostus strobilaceus, Erythroxylum areolatum, Erythroxylum plowmanianum, Erythroxylum urbanii, Erythroxylum havanense, Erythroxylum guanchezii, Erythroxylum densum, Erythroxylum roraimae, Erythroxylum rotundifolium, Quercus phellos, Erythroxylum tenue, Erythroxylum dillonii, Erythroxylum platyclados, Costus nitidus, Pouteria glomerata)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 69083 records from 630 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046239-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/bfdctn
title: Environmental Protection Policies, Environmental Supervision and Corporate Green Technology Innovation: Evidence from the Implementation of the Environmental Protection Law

description: Environmental Protection Policies, Environmental Supervision and Corporate Green Technology Innovation: Evidence from the Implementation of the Environmental Protection Law
DOI: 10.21227/2f3j-yh72
title: "PropDataSet "

description: "This dataset contains 1,499 news articles labeled as real (0) or fake (1). From the real news subset, 30% of articles were synthetically transformed into propagandistic content using techniques such as appeal to authority, loaded language, appeal to fear, and flag waving. The dataset includes the original article, its label, a flag indicating whether it was modified, and the modified version. This data is designed for research in fake news detection, disinformation modeling, and propaganda analysis in natural language processing."
DOI: 10.15468/dl.xfq49y
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Eremogone roborowskii (Maxim.) Rabeler & W.L.Wagner, Eremogone qinghaiensis (Tsui & L.H.Zhou) Rabeler & W.L.Wagner)"
 ]
}

 The dataset includes 26 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006460-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ukyatf
title: Occurrence Download

description: A dataset containing 2029 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is da86174a-a605-43a4-a5e8-53d484152cd3",
 "TaxonKey is Ligustrum lucidum W.T.Aiton"
 ]
}

 The dataset includes 2029 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006464-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25573/serc.28842893.v1
title: MarineGEO Epifauna Protocol

description: Seagrass habitats support a diverse community of animals from tiny invertebrates to sea turtles and dugongs. Among the most abundant animals in seagrass habitats are the small, mobile invertebrates that live on or among seagrass leaves, referred to as mobile epifauna. The mobile epifauna of seagrass habitats are important to ecosystem processes because these animals are often highly productive and provide key food resources coastal fishes, both juveniles and adults. This document describes methods for sampling and characterizing seagrass mobile epifauna, specifically the abundance, taxonomic composition, and body size distributions of mobile epifaunal invertebrates associated with seagrass.Epifaunal sampling and characterization are time-consuming, so MarineGEO requires only that seagrass mobile epifauna be sampled at least once from each site. Sampling should be done around the time of highest seagrass productivity at the site, usually early summer in temperate areas, coincident with annual sampling of other seagrass measurements. Most of these activities can be completed by two experienced field workers, but additional team members improve sampling quality and efficiency. This protocol provides guidelines on how to collect seagrass epifaunal data that are comparable to other sites and how to manage the data.Following the protocol described below produces data on the following metrics of seagrass mobile epifauna assemblages:Mobile epifaunal abundance (g seagrass<sup>-1</sup>)Mobile epifaunal biomass (g seagrass<sup>-1</sup>)Mobile epifaunal taxonomic composition and diversityMobile epifaunal body size distributionCombining the data produced by this protocol with co-located data from the MarineGEO Seagrass Habitat Monitoring Protocol yields the following metrics:Mobile epifaunal abundance and biomass (m<sup>-2</sup>)
DOI: 10.6084/m9.figshare.28853297
title: Supplementary Material for: Protocol for the development of a Core Outcome Set for Inherited Ichthyosis (COSII)

description: Introduction
Inherited ichthyosis comprise a group of rare keratinization disorders caused by abnormal epidermal barrier function. Ichthyosis is yet incurable and current treatments mainly focus on alleviating symptoms such as scaling, erythema and pruritus. Recent developments show promising results for interventions based on the immune-phenotype like biologicals or pathogenesis-based therapies such as gene therapy. However, the lack of uniform reporting and variety of treatment outcomes may complicate performing and comparing efficacy studies. The core outcome set for inherited ichthyosis (COSII) aims to develop a core outcome set (COS), i.e. the minimum of outcomes that should be measured and reported in effectiveness research, including a minimum set of baseline characteristics. 

Methods 
The COSII project will follow the guidelines from the Core Outcome Measures in Effectiveness Trials (COMET) initiative including the Core Outcome Set-STAndards for Development (COS-STAD) recommendations and the Core Outcome Set Standardised Protocol (COS-STAP) checklist. The COS development methodology, including this protocol, follows guidance of the CHORD COUSIN Collaboration ‘C3’. The first stage of this project involves identifying a possible list of outcomes through performing a scoping literature review and conducting interviews with patient(s) (representatives). This list will be presented to five different stakeholders groups: healthcare professionals, researchers, patient(s) (representatives), industry representatives and regulators. All stakeholders will rate the importance of each outcome in a three-round eDelphi survey. Ultimately, a virtual consensus meeting will be convened to finalize the COS. Ethical approval was obtained prior to the start of this project from the Medical Ethics Committee board at Maastricht University Medical Centre (METC 2022-3192). Informed consent will be asked prior to enrolment in the eDelphi. This study is registered with the COMET. The results will be distributed via a peer-reviewed journal, communicated to all relevant parties and showcased at national and international conferences.

Conclusion
This will be the first COS for inherited ichthyosis research in accordance with the Core Outcome Measures in Effectiveness Trials initiative. The development of a COS aims to improve consistency of reporting and the heterogeneity of outcomes in ichthyosis research.
DOI: 10.6084/m9.figshare.28853300
title: Supplementary Material for: Differentiating Cardiac Sarcoidosis from Arrhythmogenic Right Ventricular Cardiomyopathy: A Systematic Review

description: Objective: Cardiac sarcoidosis (CS) and arrhythmogenic right ventricular cardiomyopathy (ARVC) are distinct disorders with different pathophysiologic pathways, but they share similar clinical presentations that could lead to misdiagnosis and inappropriate therapeutic decisions. Methods: We searched PubMed and Google Scholar databases and other relevant literature to retrieve comparative studies including CS and ARVC that were published before 2024. The National Heart, Lung and Blood Institute checklist was used for quality assessment and the review was conducted according to the PRISMA guidelines. Three reviewers determined study eligibility and made quality assessments. Results: A total of seven studies were included in the review. Patients with CS were older (five of seven studies) and had more comorbidities (two of two studies). PR interval (four of five studies) and QRS duration (four of four studies) were longer in CS. Most studies reported lower left ventricular ejection fraction in CS (five of six studies), and septal involvement on cardiac MRI was more common in CS (two of three studies). 18-Fluorodeoxyglucose uptake on positron emission tomography (PET) scan was seen in up to 90% of CS patients. 62.5% to 100% of patients with CS fulfilled 1994 or 2010 International Task Force criteria for ARVC. Conclusions: Available evidence suggest that atrioventricular and intraventricular conduction defects in an older (&gt;40 years) patient with low left ventricular ejection fraction should raise suspicion for CS, especially when other supportive findings such as 18-fluorodeoxyglucose avidity on PET were present. Neither 1994 nor 2010 ARVC Task Force criteria should be used to discriminate CS from ARVC.
DOI: 10.3535/5jp-v4m-bdh
title: Somoplatus Dejean, 1829

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gnb-75d-716
title: Discanomalina Asano, 1951

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/748-fft-wy8
title: Operculina complanata (Defrance in Blainville, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ajt-a2k-jym
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yxw-g9r-wym
title: Soritidae Ehrenberg, 1839

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5c9-k5n-rgh
title: Cornuspira carinata (Costa, 1856)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pqe-vyw-2t6
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9t9-cm2-xas
title: †Prolagus Pomel, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ntm-0j8-xvm
title: Eponides repandus (Fichtel & Moll, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d3s-9vr-l0c
title: Pyrgo Defrance, 1824

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ly3-1lw-fbv
title: Peronella Gray, 1855

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hwf-nhq-qba
title: †Prolagus Pomel, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d3d-7wf-e11
title: †Siderolites calcitrapoides Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z9z-rhe-wa0
title: Bison C. H. Smith, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bb6-x1a-65f
title: Chromista

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ecv-79b-wkf
title: Pseudobiarritzina proteiformis (Goës, 1882)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2hk-xj9-8vc
title: Textularia oviedoiana (d'Orbigny, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a18-44z-dct
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mrj-2jv-8h8
title: Oryzomys Baird, 1857

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bwc-vqd-e2z
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/721-04r-cba
title: Homotrema rubrum (Lamarck, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ap5-p1x-l3h
title: Apodemus sylvaticus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c8s-f4d-d5n
title: Globorotalia hirsuta (d'Orbigny, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wg9-bm9-9l7
title: Apodemus sylvaticus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bbj-wrc-2d2
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zrt-gzg-04l
title: Pseudopus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bkb-y6d-nz4
title: Apodemus sylvaticus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2p0-4h6-dcm
title: Baculogypsinoides spinosus Yabe & Hanzawa, 1930

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h7g-r5x-mha
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t93-axv-v1e
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7yt-re8-5rn
title: †Prolagus Pomel, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ccd-338-zv2
title: Homotrema rubrum (Lamarck, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.25549/inscriptifact-ouc110815714
title: Proto-Sinaitic Inscription 365b

description: [Text Description:] Proto-Sinaitic Inscription ❧ [Text or Publication Number Note:] Sinai 365 ❧ [Excavation Description:] Discovered in 1930 in the tumuli field known as "Camp of the Egyptians" near Serabit el-Khadem ❧ [Medium:] Stone ❧ [Script Note:] Early Alphabetic ❧ [Physical Object Description:] Fragment of a stone plaque, inscribed on both sides, 15 x 12 cm
DOI: 10.25549/inscriptifact-ouc110815663
title: Proto-Sinaitic Inscription 365b

description: [Text Description:] Proto-Sinaitic Inscription ❧ [Text or Publication Number Note:] Sinai 365 ❧ [Excavation Description:] Discovered in 1930 in the tumuli field known as "Camp of the Egyptians" near Serabit el-Khadem ❧ [Medium:] Stone ❧ [Script Note:] Early Alphabetic ❧ [Physical Object Description:] Fragment of a stone plaque, inscribed on both sides, 15 x 12 cm
DOI: 10.25549/inscriptifact-ouc110815694
title: Proto-Sinaitic Inscription 365b

description: [Text Description:] Proto-Sinaitic Inscription ❧ [Text or Publication Number Note:] Sinai 365 ❧ [Excavation Description:] Discovered in 1930 in the tumuli field known as "Camp of the Egyptians" near Serabit el-Khadem ❧ [Medium:] Stone ❧ [Script Note:] Early Alphabetic ❧ [Physical Object Description:] Fragment of a stone plaque, inscribed on both sides, 15 x 12 cm