cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.gf5m28
title: Occurrence Download

description: A dataset containing 2303 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate rounded, Coordinate reprojected, Country coordinate mismatch, Country mismatch, Country invalid, Country derived from coordinates, Continent coordinate mismatch, Continent country mismatch, Continent invalid, Continent derived from country, Continent derived from coordinates, Recorded date mismatch, Recorded date invalid, Recorded date unlikely, Depth not metric, Depth unlikely, Depth min max swapped, Depth non numeric, Elevation unlikely, Elevation min max swapped, Elevation not metric, Elevation non numeric, Modified date invalid, Modified date unlikely, Identified date unlikely, Identified date invalid, Basis of record invalid, Type status invalid, Multimedia date invalid, Multimedia URI invalid, References URI invalid, Error during interpretation, Individual count invalid, Individual count conflicts with occurrence status, Occurrence status unparsable, Occurrence status inferred from individual count, Occurrence status inferred from basis of record, Georeferenced date unlikely, Georeferenced date invalid, Ambiguous institution, Ambiguous collection, Institution match none, Collection match none, Institution match fuzzy, Collection match fuzzy, Institution collection mismatch, Possibly on loan, Different owner institution)",
 "TaxonKey is Hibiscus rosa-sinensis"
 ]
}

 The dataset includes 2303 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019485-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18296498
title: paper
DOI: 10.5281/zenodo.18296497
title: paper
DOI: 10.15468/y6x26v
title: Leafhoppers of the tribe Adelungiini (Auchenorrhyncha: Cicadellidae: Megophthalminae) in Iran

description: This dataset contains the digitized treatments in Plazi based on the original journal article Mozaffarian, Fariba, Gnezdilov, Vladimir M. (2022): Leafhoppers of the tribe Adelungiini (Auchenorrhyncha: Cicadellidae: Megophthalminae) in Iran. Zootaxa 5213 (4): 413-426, DOI: 10.11646/zootaxa.5213.4.5AbstractThe study is focused on the leafhopper tribe Adelungiini (Megophthalminae) of Iran and based on the specimens collected since 1970s to 2018 and deposited in the Hayk Mirzayans Insect Museum, Iranian Research Institute of Plant Protection, Teheran (Iran) and in the Zoological Institute of the Russian Academy of Science, Saint Petersburg (Russia). Achrus caligonicolus Dlabola, 1981 and Achrus taghizadehi Dlabola, 1981 are placed in synonymy under Achrus albicosta (Kusnezov, 1929) and Melicharella pascualis Dubovsky, 1968 is placed in synonymy under Melicharella basalis Dlabola, 1960. Five species: Dalus leopardinus (Haupt, 1917), Melicharella basalis Dlabola, 1960, Platyproctus agraphopteron Bergevin, 1932, P. omani (Kameswara Rao et Ramakrishnan, 1983), and Zubara lycii Al-ne’ami et Linnavuori, 1982 are recorded for the first time from Iran, representing three new generic records from the country. Male genitalia of D. leopardinus and Adelungia elegans Melichar, 1902 are illustrated here for the first time. A revised checklist of Adelungiini of Iran, with a key to species and maps of their distribution are provided.
DOI: 10.5281/zenodo.18296559
title: Poa bonariensis (Lam.) Kunth. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:52
DOI: 10.5281/zenodo.18296558
title: Poa bonariensis (Lam.) Kunth. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:52
DOI: 10.6084/m9.figshare.31083724
title: RSTGS: Relightable Single-Tree Modeling with 3D Gaussian Splatting from Multi-View Images

description: High-fidelity relighting models of trees are crucial for real-scene 3D GIS and digital-twin geographic environments, where the realism requirements are substantially higher than those of conventional 3D modeling. However, the intricate structural complexity of trees often leads to high computational costs due to geometric reconstruction, and background interference in multi-view images can decrease reconstruction accuracy and illumination modeling. To address these issues, a novel approach, RSTGS: Relightable Single-Tree Modeling with 3D Gaussian Splatting from Multi-View Images, is proposed. RSTGS incorporates a parent–child Gaussian field supervision regularization mechanism to improve training stability while promoting multi-scale structural consistency through cross-level geometric and radiometric constraints. Additionally, a Gaussian density adaptive control mechanism driven by dual-domain gradient consistency is also proposed, which can simultaneously constrain the spatial and normal domains to preserve geometric details while reducing redundant points. For illumination modeling, a geometry-aware incident illumination estimation method is employed, which can infer dominant light directions and construct normal-aligned incident light distributions to achieve physically consistent lighting and realistic shadow effects. The results of experiments on three types of trees with distinct characteristics indicated that RSTGS has significant advantages compared to SOTA approaches in novel view synthesis and relighting tasks for models of real trees, achieving good results in PSNR, LPIPS, SSIM, and visualization quality.
DOI: 10.6084/m9.figshare.31083724.v1
title: RSTGS: Relightable Single-Tree Modeling with 3D Gaussian Splatting from Multi-View Images

description: High-fidelity relighting models of trees are crucial for real-scene 3D GIS and digital-twin geographic environments, where the realism requirements are substantially higher than those of conventional 3D modeling. However, the intricate structural complexity of trees often leads to high computational costs due to geometric reconstruction, and background interference in multi-view images can decrease reconstruction accuracy and illumination modeling. To address these issues, a novel approach, RSTGS: Relightable Single-Tree Modeling with 3D Gaussian Splatting from Multi-View Images, is proposed. RSTGS incorporates a parent–child Gaussian field supervision regularization mechanism to improve training stability while promoting multi-scale structural consistency through cross-level geometric and radiometric constraints. Additionally, a Gaussian density adaptive control mechanism driven by dual-domain gradient consistency is also proposed, which can simultaneously constrain the spatial and normal domains to preserve geometric details while reducing redundant points. For illumination modeling, a geometry-aware incident illumination estimation method is employed, which can infer dominant light directions and construct normal-aligned incident light distributions to achieve physically consistent lighting and realistic shadow effects. The results of experiments on three types of trees with distinct characteristics indicated that RSTGS has significant advantages compared to SOTA approaches in novel view synthesis and relighting tasks for models of real trees, achieving good results in PSNR, LPIPS, SSIM, and visualization quality.
DOI: 10.15468/dl.ff2ss7
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cnemaspis phillipsi"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019487-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18296560
title: Poa glomerifera Hack. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:52
DOI: 10.5281/zenodo.18296561
title: Poa glomerifera Hack. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:52
DOI: 10.15468/dl.wzjtbu
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tabanus budda",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019488-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/scf3yx
title: A taxonomic synopsis of the Eccritotarsini (Hemiptera: Heteroptera: Miridae Bryocorinae) of Colombia

description: This dataset contains the digitized treatments in Plazi based on the original journal article Alvarez-Zapata, Alejandra, Ferreira, Paulo S. F., Serna, Francisco (2022): A taxonomic synopsis of the Eccritotarsini (Hemiptera: Heteroptera: Miridae Bryocorinae) of Colombia. Zootaxa 5178 (2): 101-151, DOI: 10.11646/zootaxa.5178.2.1AbstractEccritotarsini (Hemiptera: Heteroptera: Miridae: Bryocorinae) is a group of predominantly phytophagous true bugs, with 650 known species described in 112 genera worldwide. It is the most specious tribe within the subfamily, which is distributed primarily in the Neotropics. Previous studies of Eccritotarsini in Colombia recorded 13 genera and 30 species. In this work, utilizing material from five Colombian and two Brazilian insect collections, we examined 700 specimens representing species of the tribe from Colombia. Our study confirmed all previous records of genera and 20 out of 30 previous species for the country and include new records of 10 genera and 8 species. Moreover, we provide taxonomic keys, relevant diagnoses, and illustrations for adults. Additionally, we offer names of both related and host plant species, and the geographic distribution for each species.
DOI: 10.15468/dl.ffynp4
title: Occurrence Download

description: A dataset containing 3175605 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "Year 2021-2026"
 ]
}

 The dataset includes 3175605 records from 1765 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019471-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15221066
title: InvDesFlow-AL(Low-Ehull-Materials)

description: This dataset is a large-scale collection of low-formation-energy, compositionally diverse crystal structures generated by the AI-based active learning system InvDesFlow-AL, with a particular emphasis on high-entropy alloy candidates that hold great potential for advanced materials applications.
DOI: 10.5281/zenodo.15221067
title: InvDesFlow-AL(Low-Ehull-Materials)

description: This dataset is a large-scale collection of low-formation-energy, compositionally diverse crystal structures generated by the AI-based active learning system InvDesFlow-AL, with a particular emphasis on high-entropy alloy candidates that hold great potential for advanced materials applications.
DOI: 10.15468/dl.ahnqjz
title: Occurrence Download

description: A dataset containing 758859 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Iran (Islamic Republic of)",
 "Year 1971-2025"
 ]
}

 The dataset includes 758859 records from 773 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009190-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/qwcqvv
title: Replication Data for: Is Money in Politics Harming Trust in Government? Evidence from Two Survey Experiments.

description: Stata code and data for replicating tables and figures in article and appendix.
DOI: 10.15124/a542aac8-407b-45b6-a001-946fc0c025c9
title: Optimised MCM guaiacol chamber mechanism file in facsimile format suitable use in various chemical process box models

description: Optimised MCM guaiacol chamber mechanism file in facsimile format suitable use in various chemical process box models
DOI: 10.15468/dl.ts57br
title: Occurrence Download

description: A dataset containing 154 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hapalorchis"
 ]
}

 The dataset includes 154 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045561-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n49c6s
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lophostoma kalkoae"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045563-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17478533
title: Whole-proteome phage immunoprecipitation sequencing reveals germ cell tumor–specific immunosignature

description: Germ cell tumors (GCTs) pose significant diagnostic challenges due to the limited performance of existing tumor markers. To address this, we utilized phage immunoprecipitation sequencing (PhIP-Seq) to develop a unique immunosignature panel with high sensitivity and specificity to improve the diagnosis and differentiation of GCTs. Using 427 serum samples (150 GCT, 277 controls), we developed and validated an immunosignature panel (GCT-iSIGN) comprising 24 peptides from 16 unique proteins. This panel achieved 93% sensitivity, 99% specificity, and an area under the curve (AUC) of 0.98, with accurate identification of all biomarker-negative GCT cases. A secondary model (Sem-iSIGN), consisting of 17 peptides from 5 proteins, differentiated seminoma from nonseminoma with 96% specificity, 65% sensitivity, and an AUC of 0.77. RNA sequencing from The Cancer Genome Atlas confirmed differential overexpression of target antigens in testicular cancer, supporting biological relevance. ELISA validation of two antigens, Endogenous Retrovirus Group K Member 7 (ERVK7), and Leucine Zipper 4 (LUZP4), demonstrated significant correlation with PhIP-Seq findings and immunohistochemical detection of ERVK7, MUC4, ZNF91 and LUZP4 in tumor tissues supported target expression. This study highlights PhIP-Seq immunosignature profiling to identify unique serum-based immunosignature panels that can serve as biomarkers for GCT. This approach addresses the shortcomings of conventional markers and offers a scalable, cost-effective tool for enhancing cancer diagnosis and management.
DOI: 10.15468/dl.ffjbbm
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-98.31488 19.00446,-98.27505 19.00446,-98.27505 19.02783,-98.31488 19.02783,-98.31488 19.00446))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (CR, EN)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045564-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17478532
title: Whole-proteome phage immunoprecipitation sequencing reveals germ cell tumor–specific immunosignature

description: Germ cell tumors (GCTs) pose significant diagnostic challenges due to the limited performance of existing tumor markers. To address this, we utilized phage immunoprecipitation sequencing (PhIP-Seq) to develop a unique immunosignature panel with high sensitivity and specificity to improve the diagnosis and differentiation of GCTs. Using 427 serum samples (150 GCT, 277 controls), we developed and validated an immunosignature panel (GCT-iSIGN) comprising 24 peptides from 16 unique proteins. This panel achieved 93% sensitivity, 99% specificity, and an area under the curve (AUC) of 0.98, with accurate identification of all biomarker-negative GCT cases. A secondary model (Sem-iSIGN), consisting of 17 peptides from 5 proteins, differentiated seminoma from nonseminoma with 96% specificity, 65% sensitivity, and an AUC of 0.77. RNA sequencing from The Cancer Genome Atlas confirmed differential overexpression of target antigens in testicular cancer, supporting biological relevance. ELISA validation of two antigens, Endogenous Retrovirus Group K Member 7 (ERVK7), and Leucine Zipper 4 (LUZP4), demonstrated significant correlation with PhIP-Seq findings and immunohistochemical detection of ERVK7, MUC4, ZNF91 and LUZP4 in tumor tissues supported target expression. This study highlights PhIP-Seq immunosignature profiling to identify unique serum-based immunosignature panels that can serve as biomarkers for GCT. This approach addresses the shortcomings of conventional markers and offers a scalable, cost-effective tool for enhancing cancer diagnosis and management.
DOI: 10.5281/zenodo.4049737
title: Users' privacy awareness survey (preliminary results): EUROSTAT and NTIA statistics

description: Selected EUROSTAT and NTIA statistics for the paper Users' privacy awareness survey (preliminary results).

Source: 



https://appsso.eurostat.ec.europa.eu/nui/show.do?dataset=isoc_ci_ac_i&lang=en

https://www.ntia.doc.gov/data/digital-nation-data-explorer#sel=internetUser&disp=map
DOI: 10.5281/zenodo.4049738
title: Users' privacy awareness survey (preliminary results): EUROSTAT and NTIA statistics

description: Selected EUROSTAT and NTIA statistics for the paper Users' privacy awareness survey (preliminary results).

Source: 



https://appsso.eurostat.ec.europa.eu/nui/show.do?dataset=isoc_ci_ac_i&lang=en

https://www.ntia.doc.gov/data/digital-nation-data-explorer#sel=internetUser&disp=map
DOI: 10.6084/m9.figshare.30657413
title: Table S1 and S2 for Busse et al., A thirty-year trend of increased NIH investment in clinically oriented science

description: Supplemental Tables showing the year a mechanism (col A) first (col B) or last (col C) appeared in the dataset; the year in the dataset with the most (max) applications to a mechanism (col D); count of applications in first year (col E) count of applications in last year (col F); count of applications in max year (col G); ratio of the count of applications in the max year to applications in the first year (col H); ratio of the count of applications in the last year to applications in the first year (col I); duration of time a mechanism appears in the dataset (col J); binary variable indicating whether or not a mechanism was active in 2017 (col K); binary variable indicating whether a mechanism accounted for more than 30 appls over its entire duration in the dataset (col L); binary variable indicating whether a mechanism was present for more than 20% of the duration of the time frame of analysis (6 years)
DOI: 10.6084/m9.figshare.30657413.v1
title: Table S1 and S2 for Busse et al., A thirty-year trend of increased NIH investment in clinically oriented science

description: Supplemental Tables showing the year a mechanism (col A) first (col B) or last (col C) appeared in the dataset; the year in the dataset with the most (max) applications to a mechanism (col D); count of applications in first year (col E) count of applications in last year (col F); count of applications in max year (col G); ratio of the count of applications in the max year to applications in the first year (col H); ratio of the count of applications in the last year to applications in the first year (col I); duration of time a mechanism appears in the dataset (col J); binary variable indicating whether or not a mechanism was active in 2017 (col K); binary variable indicating whether a mechanism accounted for more than 30 appls over its entire duration in the dataset (col L); binary variable indicating whether a mechanism was present for more than 20% of the duration of the time frame of analysis (6 years)
DOI: 10.15468/muudh2
title: Registro de Biodiversidad de Asociación Sostenible para el Desarrollo Integral y Turístico de Loma Linda (ASODILL)

description: Este conjunto de datos reúne 363 registros de ocurrencia de fauna terrestre obtenidos mediante observaciones humanas en el área de estudio ASODILL, localizada en el occidente de Guatemala. El inventario integra cuatro grandes grupos taxonómicos (aves, anfibios, reptiles e insectos), que en conjunto representan 42 familias, con identificaciones a nivel de especie y género cuando fue posible. Todos los registros están georreferenciados y contienen información estandarizada sobre nombre científico, categoría taxonómica superior. El propósito principal del conjunto de datos es proporcionar una línea base de la diversidad de vertebrados e insectos en el sitio, que contribuya al monitoreo de la biodiversidad, la evaluación de la calidad del hábitat y el apoyo a procesos de conservación y planificación ambiental a escala local y regional. Este  registro además documenta la presencia de varias especies de alto interés de conservación por su estado de conservación y amenazas.
DOI: 10.5281/zenodo.17651744
title: Comparative Analysis: Big Bang Model vs. CRVD Framework

description: This extensive paper provides a rigorous comparative description between thetraditional Big Bang model (ΛCDM), predicated on Friedmann–Lemaître–Robertson–Walker (FLRW) geometry and cosmological constants, and the novel Q_CRVD framework (Quantum–Curvature–Restricted Velocity Dynamics)
DOI: 10.5281/zenodo.17651822
title: Comparative Analysis: Big Bang Model vs. CRVD Framework

description: This extensive paper provides a rigorous comparative description between thetraditional Big Bang model (ΛCDM), predicated on Friedmann–Lemaître–Robertson–Walker (FLRW) geometry and cosmological constants, and the novel Q_CRVD framework (Quantum–Curvature–Restricted Velocity Dynamics)
DOI: 10.15468/dl.7gc26n
title: Occurrence Download

description: A dataset containing 204 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aeranthes antennophora"
 ]
}

 The dataset includes 204 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045567-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.