cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.7fpfje
title: Occurrence Download

description: A dataset containing 116891 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dianthus deltoides L.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 116891 records from 630 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078193-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15472/m1svcw
title: Inventario de Corales del SFF Isla Malpelo, Proyecto Colombia BIO

description: El SFF Isla Malpelo, es la única isla oceánica de Colombia. Allí se han reportado 15 especies de coral pertenecientes a siete familias, los cuales se han desarrollado en un relativo aislamiento y casi ninguna perturbación humana. Gracias al proyecto Colombia-BIO de Colciencias, se logró estructurar y consolidar la información de varios grupos taxonómicos del santuario, para consolidar y visualizar los inventarios de biodiversidad. 


Este recurso contiene 15 registros de 7 familias de corales del Santuario de Fauna y Flora Malpelo, Colombia.
DOI: 10.15468/dl.8czyq4
title: Occurrence Download

description: A dataset containing 10406 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus albicaulis Engelm."
 ]
}

 The dataset includes 10406 records from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001947-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18237309
title: Asplenium L. 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 16:31
DOI: 10.5281/zenodo.18237310
title: Asplenium L. 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 16:31
DOI: 10.15468/dl.ryjt8x
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Turks and Caicos Islands",
 "ScientificName is Datura stramonium"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005902-250525065834625/datasets/export for details.
DOI: 10.15468/dl.rxefz4
title: Occurrence Download

description: A dataset containing 169813 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Happywhale - Humpback whale in North Pacific Ocean"
 ]
}

 The dataset includes 169813 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001697-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z9mddq
title: Occurrence Download

description: A dataset containing 2628770 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Year is 2011",
 "Month is August"
 ]
}

 The dataset includes 2628770 records from 609 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001678-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j96fxj
title: Occurrence Download

description: A dataset containing 2600998 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Year is 2011",
 "Month is November"
 ]
}

 The dataset includes 2600998 records from 590 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001683-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rqqd9t
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lonicera oreodoxa"
 ]
}

 The dataset includes 5 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084491-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16662905
title: mglB-mediated meropenem resistance  in Salmonella enteritidis
DOI: 10.15468/dl.d7kpwk
title: Occurrence Download

description: A dataset containing 628 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry MULTIPOLYGON (((159.1635 -55.27376, 159.4321 -54.36999, 158.723 -54.02137, 158.1964 -55.21018, 159.1635 -55.27376)), ((166.531 -44.88693, 166.0212 -45.84625, 166.7689 -46.23484, 167.5261 -45.20967, 166.531 -44.88693)), ((179.3195 -49.49058, 178.6811 -49.12921, 178.2526 -49.88026, 179.0236 -50.17741, 179.3195 -49.49058)), ((166.326 -47.59271, 166.151 -48.31728, 166.9153 -48.47796, 167.0576 -47.72287, 166.326 -47.59271)), ((167.0377 -46.90884, 167.5994 -47.77541, 169.1053 -46.73366, 167.7977 -46.19222, 167.0377 -46.90884)), ((168.5522 -52.29026, 168.7825 -52.99042, 169.6769 -52.79201, 169.4528 -52.00966, 168.5522 -52.29026)), ((165.5637 -50.40865, 165.6638 -51.29366, 166.6248 -51.18741, 166.5292 -50.10498, 165.5637 -50.40865)))",
 "TaxonKey is Curculionidae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 628 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084489-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y3q2en
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cacicus leucoramphus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 47 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084492-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.57dkky
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cacicus koepckeae)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084490-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5aza88
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Echinops exaltatus",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084493-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.794vrw
title: Occurrence Download

description: A dataset containing 36957 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ensis leei",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 36957 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085007-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23729/fd-eb290daf-14d4-32ce-9fa4-676c2ab33df6
title: Data of Recycled piezoelectric materials with competitive second-life functional properties

description: This dataset contains data associated with research work ''Recycled piezoelectric materials with competitive second-life functional properties''.
DOI: 10.34740/kaggle/dsv/12638923
title: World Weather Repository ( Daily Updating )
DOI: 10.15468/dl.7s3j36
title: Occurrence Download

description: A dataset containing 229862 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crepis paludosa"
 ]
}

 The dataset includes 229862 records from 755 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028664-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/7c8v-rs05
title: Lower Spectacle Pond diatom surface sample dataset

description: Raw data for the Lower Spectacle Pond diatom surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.2h2q7w
title: Occurrence Download

description: A dataset containing 383 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Mongolia)",
 "TaxonKey is Anabasis brevifolia C.A.Mey."
 ]
}

 The dataset includes 383 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026226-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/hga4-an42
title: Trout Lake pollen dataset

description: Raw data for the Trout Lake pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/g0d9-gg85
title: Nigula loss-on-ignition dataset

description: Raw data for the Nigula loss-on-ignition dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/mje6-s285
title: Lake Madison ostracode surface sample dataset

description: Raw data for the Lake Madison ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.5281/zenodo.15387665
title: sechium_chinantlense_zanfona_1.fasta.gz
DOI: 10.5281/zenodo.15387666
title: sechium_chinantlense_zanfona_1.fasta.gz
DOI: 10.21233/dyzv-xw82
title: Hula testate amoebae surface sample dataset

description: Raw data for the Hula testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/k143-mn75
title: Santa Fe IA vertebrate fauna dataset

description: Raw data for the Santa Fe IA vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/3j27-pj92
title: LDDsite580 ostracode surface sample dataset

description: Raw data for the LDDsite580 ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/4h3s-8e65
title: LDDsite2876 water chemistry dataset

description: Raw data for the LDDsite2876 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/z3x6-1z53
title: Hollerup pollen dataset

description: Raw data for the Hollerup pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/mtwj-zs48
title: Granite Quarry Cave [23CT36] vertebrate fauna dataset

description: Raw data for the Granite Quarry Cave [23CT36] vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/qrht-fn51
title: Tsinghua University ostracode surface sample dataset

description: Raw data for the Tsinghua University ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/3mvy-dp84
title: LDDsite3937 water chemistry dataset

description: Raw data for the LDDsite3937 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.pmkttt
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Sinocyclocheilus xingrenensis (Cypriniformes, Cyprinidae), a new underground fish from Guizhou Province, Southeastern China"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026229-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/5jst-ry77
title: Shekak River water chemistry dataset

description: Raw data for the Shekak River water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/vpes-j856
title: Dongbaek Park ostracode surface sample dataset

description: Raw data for the Dongbaek Park ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/8t8h-n578
title: Jordan Rock Shelter [9Me8] vertebrate fauna dataset

description: Raw data for the Jordan Rock Shelter [9Me8] vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.5281/zenodo.14621106
title: Balancing Act: The Cost of Wind Restrictions in Norway's Electricity Transition
DOI: 10.5281/zenodo.13254037
title: Inferring and perturbing cell fate regulomes in human cerebral organoids

description: Supplementary data for the manuscript: Inferring and perturbing cell fate regulomes in human cerebral organoids.
DOI: 10.5281/zenodo.15371701
title: Inferring and perturbing cell fate regulomes in human cerebral organoids

description: Supplementary data for the manuscript: Inferring and perturbing cell fate regulomes in human cerebral organoids.

Note: Due to the size limit of the repository, this update doesn't include all the relevant data. The following data are available via the same repository but different versions:



Processed data in Seurat objects: Version 3 - seurat_objects.tar.gz

scATAC-seq fragment files by Cell Ranger: Version 4
DOI: 10.5281/zenodo.5242912
title: Inferring and perturbing cell fate regulomes in human cerebral organoids

description: Supplementary data for the manuscript: Inferring and perturbing cell fate regulomes in human cerebral organoids.

Note: Due to the size limit of the repository, this update doesn't include all the relevant data. The following data are available via the same repository but different versions:



Processed data in Seurat objects: Version 3 - seurat_objects.tar.gz

scATAC-seq fragment files by Cell Ranger: Version 4
DOI: 10.5281/zenodo.5242913
title: Inferring and perturbing cell fate regulomes in human cerebral organoids

description: Supplementary data for the manuscript: Inferring and perturbing cell fate regulomes in human cerebral organoids.
DOI: 10.5281/zenodo.7687632
title: Inferring and perturbing cell fate regulomes in human cerebral organoids

description: Supplementary data for the manuscript: Inferring and perturbing cell fate regulomes in human cerebral organoids.
DOI: 10.5281/zenodo.7687749
title: Inferring and perturbing cell fate regulomes in human cerebral organoids

description: Supplementary data for the manuscript: Inferring and perturbing cell fate regulomes in human cerebral organoids.
DOI: 10.21233/g392-z721
title: ABD110 pollen surface sample dataset

description: Raw data for the ABD110 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.d3dz8v
title: Occurrence Download

description: A dataset containing 201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Mongolia)",
 "TaxonKey is Anabasis aphylla L."
 ]
}

 The dataset includes 201 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026230-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/8g23-wn27
title: Lake Tai ostracode surface sample dataset

description: Raw data for the Lake Tai ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/zfwk-1v17
title: Tumacacori pollen dataset

description: Raw data for the Tumacacori pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.6084/m9.figshare.28582137
title: Robust Covariance Estimation and Explainable Outlier Detection for Matrix-Valued Data

description: This work introduces the Matrix Minimum Covariance Determinant (MMCD) method, a novel robust location and covariance estimation procedure designed for data that are naturally represented in the form of a matrix. Unlike standard robust multivariate estimators, which would only be applicable after a vectorization of the matrix-variate samples leading to high-dimensional datasets, the MMCD estimators account for the matrix-variate data structure and consistently estimate the mean matrix, as well as the rowwise and columnwise covariance matrices in the class of matrix-variate elliptical distributions. Additionally, we show that the MMCD estimators are matrix affine equivariant and achieve a higher breakdown point than the maximal achievable one by any multivariate, affine equivariant location/covariance estimator when applied to the vectorized data. An efficient algorithm with convergence guarantees is proposed and implemented. As a result, robust Mahalanobis distances based on MMCD estimators offer a reliable tool for outlier detection. Additionally, we extend the concept of Shapley values for outlier explanation to the matrix-variate setting, enabling the decomposition of the squared Mahalanobis distances into contributions of the rows, columns, or individual cells of matrix-valued observations. Notably, both the theoretical guarantees and simulations show that the MMCD estimators outperform robust estimators based on vectorized observations, offering better computational efficiency and improved robustness. Moreover, real-world data examples demonstrate the practical relevance of the MMCD estimators and the resulting robust Shapley values.
DOI: 10.6084/m9.figshare.28451772.v1
title: Optimal Planning of Destructive Degradation Tests

description: In many reliability applications, degradation of products has to be measured destructively, and destructive degradation tests are a useful tool to evaluate product reliability. Previous studies commonly obtain an optimal degradation test plan numerically with given planning values of model parameters, under a default assumption that stress acceleration is necessary. In this study, we use the general path model for product degradation and derive closed-form solutions for optimal designs of a destructive degradation test, under the planning objective of minimizing the asymptotic variance of the estimated lifetime quantile. Based on these results, we further identify conditions under which acceleration is necessary or unnecessary. It is found that the key parameters that determine the necessity of acceleration are the lifetime quantile and the parameter associated with the accelerating variable in the link function. We demonstrate the application of the results by applying them to an adhesive bond test and a seal test. Several compromise plans are investigated to robustify the test. Supplementary materials for this article are available online.