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

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cyperus unifolius Boeckeler"
 ]
}

 The dataset includes 18 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000009-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3cah5f
title: Occurrence Download

description: A dataset containing 1539 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Melanoleuca grammopodia (Bull.) Murrill, Melanoleuca subpulverulenta (Pers.) Singer)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 1539 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245368-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4sywus
title: Occurrence Download

description: A dataset containing 934 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptastrea transversa Klunzinger, 1879"
 ]
}

 The dataset includes 934 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0131630-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jdf479
title: Occurrence Download

description: A dataset containing 20265 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbario de la Universidad Industrial de Santander"
 ]
}

 The dataset includes 20265 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0388632-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.74qbuc
title: Occurrence Download

description: A dataset containing 3575 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trochalopteron melanostigma (Blyth, 1855)"
 ]
}

 The dataset includes 3575 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0373658-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p36hy4
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senecio sundtii Phil."
 ]
}

 The dataset includes 17 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000030-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z3333c
title: Occurrence Download

description: A dataset containing 1482 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stachys officinalis (L.) Franch., 1885",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1482 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0259114-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w97gy9
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Netherlands",
 "Geometry POLYGON((2.89958 51.26013,9.24754 51.26013,9.24754 53.79823,2.89958 53.79823,2.89958 51.26013))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sabellaria Lamarck, 1818"
 ]
}

 The dataset includes 16 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089934-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yhwt39
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Botryosphaeria sacchari (Speg.) Weese",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is Switzerland",
 "Country is Switzerland"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0396735-210914110416597/datasets/export for details.
DOI: 10.15468/dl.7s4xxr
title: Occurrence Download

description: A dataset containing 20645 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-77.04573 8.54574,-77.31257 8.84787,-77.36414 8.68536,-77.37138 8.6771,-77.36833 8.67734,-77.3664 8.67243,-77.36305 8.67293,-77.36232 8.67529,-77.35813 8.67518,-77.36263 8.65619,-77.3548 8.65767,-77.35411 8.6548,-77.34465 8.64575,-77.33472 8.62152,-77.33168 8.62101,-77.33045 8.61895,-77.32611 8.62203,-77.32555 8.61904,-77.32856 8.6155,-77.32413 8.61237,-77.32175 8.60141,-77.31249 8.59669,-77.31177 8.59412,-77.31017 8.59522,-77.31036 8.59065,-77.30842 8.5871,-77.30284 8.58653,-77.30235 8.58423,-77.29876 8.58263,-77.29427 8.57627,-77.28823 8.57562,-77.28467 8.56701,-77.28593 8.56397,-77.28371 8.56183,-77.28223 8.56256,-77.27654 8.55338,-77.27563 8.54721,-77.27725 8.54548,-77.27574 8.54289,-77.27725 8.54206,-77.27739 8.53656,-77.27383 8.53242,-77.27197 8.53265,-77.27257 8.52948,-77.26888 8.5261,-77.27095 8.52265,-77.26799 8.51497,-77.27608 8.50707,-77.27215 8.5018,-77.25325 8.49068,-77.24946 8.47274,-77.1912 8.43891,-77.17256 8.43369,-77.16634 8.43417,-77.16537 8.43694,-77.04573 8.54574))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 20645 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089995-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a8w4ub
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phytophthora cinnamomi Rands",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is Switzerland",
 "Country is Switzerland"
 ]
 }
 ]
}

 The dataset includes 12 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0396733-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6cpyb3
title: Occurrence Download

description: A dataset containing 571 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Specimen, Living Specimen, Occurrence evidence)",
 "TaxonKey is Flabellum pavoninum Lesson, 1831"
 ]
}

 The dataset includes 571 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089977-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ttftde
title: Occurrence Download

description: A dataset containing 752 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Melanoleuca brevipes (Bull.) Pat.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 752 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245347-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nr5x9x
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Satyrium princeae Kraenzl."
 ]
}

 The dataset includes 47 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114648-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x3wfk4
title: Occurrence Download

description: A dataset containing 2157 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "Geometry POLYGON((85.13364 20.1922,90.14614 20.1922,90.14614 28.31464,85.13364 28.31464,85.13364 20.1922))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pavo cristatus Linnaeus, 1758"
 ]
}

 The dataset includes 2157 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015428-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.93ftxu
title: Occurrence Download

description: A dataset containing 3013 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "TaxonKey is Trachelipus rathkii (Brandt, 1833)"
 ]
}

 The dataset includes 3013 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011787-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vt7wm8
title: Occurrence Download

description: A dataset containing 613 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Taraxacum atricapillum Sonck"
 ]
}

 The dataset includes 613 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005373-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2n6nez
title: Occurrence Download

description: A dataset containing 236 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Actinidia fortunatii Finet & Gagnep."
 ]
}

 The dataset includes 236 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0260146-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xjsb3t
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Taraxacum atratum G.E.Haglund"
 ]
}

 The dataset includes 4 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005372-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5uwr3r
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Actinidia chrysantha C.F.Liang"
 ]
}

 The dataset includes 53 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0260147-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nmgxvv
title: Occurrence Download

description: A dataset containing 15963 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Ajuga genevensis L."
 ]
}

 The dataset includes 15963 records from 262 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089939-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p4yngh
title: Occurrence Download

description: A dataset containing 13627 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-4979.0",
 "TaxonKey is Phengaris nausithous (Bergsträsser, 1779)",
 "Year 1980-2022"
 ]
}

 The dataset includes 13627 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0124885-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9fgwjs
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Begonia meysseliana Linden"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089948-230224095556074/datasets/export for details.
DOI: 10.15468/dl.gvnjwx
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tanacetum stoliczkae (C.B.Clarke) R.Khan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 35 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0260162-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rezehj
title: Occurrence Download

description: A dataset containing 20348 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Veronica agrestis L."
 ]
}

 The dataset includes 20348 records from 303 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089955-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d69kzw
title: Occurrence Download

description: A dataset containing 618 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Allophylus leptostachys (Benth.) Radlk., Allophylus strictus Radlk.)"
 ]
}

 The dataset includes 618 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120658-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sszcqg
title: Occurrence Download

description: A dataset containing 90353 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Bistorta officinalis Raf."
 ]
}

 The dataset includes 90353 records from 442 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089971-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uwde7e
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Polysoma eumetalla (Meyrick, 1880))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 34 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024608-240506114902167/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.25605970
title: Wavelet Feature Screening

description: An initial screening of which covariates are relevant is a common practice in high-dimensional regression models. The classic feature screening selects only a subset of covariates correlated with the response variable. However, many important features might have a relevant albeit highly nonlinear relation with the response. One screening approach that handles nonlinearity is to compute the correlation between the response and nonparametric functions of each covariate. Wavelets are powerful tools for nonparametric and functional data analysis but are still seldom used in the feature screening literature. We propose a wavelet feature screening method that can be easily implemented, and we prove that, under suitable conditions, it captures the true covariates with high probability. Simulation results also show that our approach outperforms other screening methods in highly nonlinear models. We apply feature screening to two datasets about ozone concentration and epilepsy. In both applications, the proposed method selects features that match findings in the literature of their respective research fields, illustrating the applicability of feature screening. Supplementary material for this article is available online.
DOI: 10.6084/m9.figshare.25605970.v1
title: Wavelet feature screening

description: An initial screening of which covariates are relevant is a common practice in high-dimensional regression models. The classic feature screening selects only a subset of covariates correlated with the response variable. However, many important features might have a relevant albeit highly nonlinear relation with the response. One screening approach that handles nonlinearity is to compute the correlation between the response and nonparametric functions of each covariate. Wavelets are powerful tools for nonparametric and functional data analysis but are still seldom used in the feature screening literature. We propose a wavelet feature screening method that can be easily implemented, and we prove that, under suitable conditions, it captures the true covariates with high probability. Simulation results also show that our approach outperforms other screening methods in highly nonlinear models. We apply feature screening to two data sets about ozone concentration and epilepsy. In both applications, the proposed method selects features that match findings in the literature of their respective research fields, illustrating the applicability of feature screening. Supplementary material for this article is available online.
DOI: 10.6084/m9.figshare.25605970.v2
title: Wavelet Feature Screening

description: An initial screening of which covariates are relevant is a common practice in high-dimensional regression models. The classic feature screening selects only a subset of covariates correlated with the response variable. However, many important features might have a relevant albeit highly nonlinear relation with the response. One screening approach that handles nonlinearity is to compute the correlation between the response and nonparametric functions of each covariate. Wavelets are powerful tools for nonparametric and functional data analysis but are still seldom used in the feature screening literature. We propose a wavelet feature screening method that can be easily implemented, and we prove that, under suitable conditions, it captures the true covariates with high probability. Simulation results also show that our approach outperforms other screening methods in highly nonlinear models. We apply feature screening to two datasets about ozone concentration and epilepsy. In both applications, the proposed method selects features that match findings in the literature of their respective research fields, illustrating the applicability of feature screening. Supplementary material for this article is available online.
DOI: 10.6084/m9.figshare.25669035
title: Testing the Number of Common Factors by Bootstrapped Sample Covariance Matrix in High-Dimensional Factor Models

description: This article studies the impact of bootstrap procedure on the eigenvalue distributions of the sample covariance matrix under a high-dimensional factor structure. We provide asymptotic distributions for the top eigenvalues of bootstrapped sample covariance matrix under mild conditions. After bootstrap, the spiked eigenvalues which are driven by common factors will converge weakly to Gaussian limits after proper scaling and centralization. However, the largest non-spiked eigenvalue is mainly determined by the order statistics of the bootstrap resampling weights, and follows extreme value distribution. Based on the disparate behavior of the spiked and non-spiked eigenvalues, we propose innovative methods to test the number of common factors. Indicated by extensive numerical and empirical studies, the proposed methods perform reliably and convincingly under the existence of both weak factors and cross-sectionally correlated errors. Our technical details contribute to random matrix theory on spiked covariance model with convexly decaying density and unbounded support, or with general elliptical distributions. Supplementary materials for this article are available online, including a standardized description of the materials available for reproducing the work.