cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30246724.v1
title: High-Dimensional Spatial Autoregression with Latent Factors by Diversified Projections

description: We study one particular type of multivariate spatial autoregression (MSAR) model with diverging dimensions in both responses and covariates. This makes the usual MSAR models no longer applicable due to the high computational cost. To address this issue, we propose a factor-augmented spatial autoregression (FSAR) model. FSAR is a special case of MSAR but with a novel factor structure imposed on the high-dimensional random error vector. The latent factors of FSAR are assumed to be of a fixed dimension. Therefore, they can be estimated consistently by the diversified projections method, as long as the dimension of the multivariate response is diverging. Once the fixed-dimensional latent factors are consistently estimated, they are then fed back into the original SAR model and serve as exogenous covariates. This leads to a novel FSAR model. Thereafter, different components of the high-dimensional response can be modeled separately. To handle the high-dimensional feature, a smoothly clipped absolute deviation (SCAD) type penalized estimator is developed for each response component. We show theoretically that the resulting SCAD estimator is uniformly selection consistent, as long as the tuning parameter is selected appropriately. For practical selection of the tuning parameter, a novel BIC method is developed. Extensive numerical studies are conducted to demonstrate the finite sample performance of the proposed method. Supplementary materials for this article are available online, including a standardized description of the materials available for reproducing the work.
DOI: 10.15468/dl.3qd2u2
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Protodrilus ciliatus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 64 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037823-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pcpvbf
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tarsius supriatnai",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037825-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n67zxk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((102.19 -0.362816, 102.119736 -0.368382, 102.051201 -0.384945, 101.986083 -0.412097, 101.925985 -0.449168, 101.872387 -0.495247, 101.826609 -0.549198, 101.789776 -0.609694, 101.762797 -0.675246, 101.746335 -0.744239, 101.740797 -0.814975, 101.74632 -0.8857120000000001, 101.762767 -0.954708, 101.789735 -1.020265, 101.826561 -1.080768, 101.872337 -1.134728, 101.925938 -1.180814, 101.986043 -1.217892, 102.051171 -1.245049, 102.11972 -1.261615, 102.19 -1.267183, 102.26028 -1.261615, 102.328829 -1.245049, 102.393957 -1.217892, 102.454062 -1.180814, 102.507663 -1.134728, 102.553439 -1.080768, 102.590265 -1.020265, 102.617233 -0.954708, 102.63368 -0.8857120000000001, 102.639203 -0.814975, 102.633665 -0.744239, 102.617203 -0.675246, 102.590224 -0.609694, 102.553391 -0.549198, 102.507613 -0.495247, 102.454015 -0.449168, 102.393917 -0.412097, 102.328799 -0.384945, 102.260264 -0.368382, 102.19 -0.362816))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037824-251120083545085/datasets/export for details.
DOI: 10.17026/ar/suftrj
title: PAN-00181907 - wire brooch with stretched semi-circular bow

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00181907&lt;/p&gt;
description: Modified: 2025-11-07T12:56:41+01:00
DOI: 10.5281/zenodo.17786061
title: Sustainable Adaptation Strategies Mitigate Climate Change Impacts in a Temperate Estuary - Model Data

description: This dataset contains the mesh configurations, oceanic and riverine forcing data and parameter namelists to set up and run coupled physical-biogeochemical simulations of the Elbe estuary for historic year of 2012 and under a simplified extreme climate scenario of 2100, as well as in the configurations representing sustainable adaptations options of the riverine geometry as published in https://doi.org/10.3389/fmars.2021.623714.
DOI: 10.5281/zenodo.17786062
title: Sustainable Adaptation Strategies Mitigate Climate Change Impacts in a Temperate Estuary - Model Data

description: This dataset contains the mesh configurations, oceanic and riverine forcing data and parameter namelists to set up and run coupled physical-biogeochemical simulations of the Elbe estuary for historic year of 2012 and under a simplified extreme climate scenario of 2100, as well as in the configurations representing sustainable adaptations options of the riverine geometry as published in https://doi.org/10.3389/fmars.2021.623714.
DOI: 10.15468/dl.y3es4d
title: Occurrence Download

description: A dataset containing 7889 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Aythya ferina"
 ]
}

 The dataset includes 7889 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037826-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/dans-xev-nrpq
title: PAN-00121291 - terra sigillata plate type Drag. 18

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00121291&lt;/p&gt;
description: Modified: 2025-09-11T21:25:11+02:00
DOI: 10.15468/dl.rsq3tt
title: Occurrence Download

description: A dataset containing 11179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Apodemus peninsulae, Arctictis binturong, Arctogalidia trivirgata, Arctonyx albogularis, Arctonyx collaris, Arielulus circumdatus, Arielulus societatis, Aselliscus dongbacanus, Aselliscus stoliczkanus, Atherurus macrourus, Axis axis, Balionycteris maculata, Balionycteris seimundi, Bandicota bengalensis, Bandicota indica, Bandicota savilei, Barbastella darjelingensis, Barbastella leucomelas, Belomys pearsonii, Berylmys berdmorei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 11179 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037827-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.24400/527896/a01-2025.009
title: SWOT Level-3 KaRIn Low Rate SSH Technical

description: Version 3.0 product (reprocessed and forward data sets)
DOI: 10.5281/zenodo.17856845
title: LINF_300008600

description: Nonaspanin (TM9SF)-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.5281/zenodo.17856846
title: LINF_300008600

description: Nonaspanin (TM9SF)-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.3e2fvh
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Protodrilus hatscheki",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037828-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hvfbp6
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tarsius tarsier",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 22 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037830-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ba44rd
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Berberis corymbosa, Berberis masafuerana)",
 "BasisOfRecord is Specimen",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037829-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gh5fk8
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((133.595 -0.357816, 133.524736 -0.363382, 133.456201 -0.379945, 133.391083 -0.407097, 133.330986 -0.444168, 133.277388 -0.490247, 133.231609 -0.544198, 133.194776 -0.604695, 133.167797 -0.670246, 133.151336 -0.739239, 133.145798 -0.809975, 133.15132 -0.8807120000000001, 133.167768 -0.949708, 133.194736 -1.015265, 133.231561 -1.075769, 133.277338 -1.129728, 133.330938 -1.175814, 133.391043 -1.212892, 133.456172 -1.240049, 133.52472 -1.256615, 133.595 -1.262183, 133.66528 -1.256615, 133.733828 -1.240049, 133.798957 -1.212892, 133.859062 -1.175814, 133.912662 -1.129728, 133.958439 -1.075769, 133.995264 -1.015265, 134.022232 -0.949708, 134.03868 -0.8807120000000001, 134.044202 -0.809975, 134.038664 -0.739239, 134.022203 -0.670246, 133.995224 -0.604695, 133.958391 -0.544198, 133.912612 -0.490247, 133.859014 -0.444168, 133.798917 -0.407097, 133.733799 -0.379945, 133.665264 -0.363382, 133.595 -0.357816))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037831-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/chepvz
title: PAN-00021359 - ceramic bead

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00021359&lt;/p&gt;
description: Modified: 2025-10-13T10:02:20+02:00
DOI: 10.15468/dl.fb5xyq
title: Occurrence Download

description: A dataset containing 14225 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Capra ibex",
 "Year 1683-1992"
 ]
}

 The dataset includes 14225 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037833-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17856034
title: UHT-EPR β=0.128 Retires ΛCDM: Full 3i Atlas Validation of the Universal Harmonic Theory Author: Thomas F. Voloski lll

description: The two PDFs together present the full Universal Harmonic Theory – Einstein–Rosen (UHT-EPR) with the single fixed parameter β = 0.128. It completely eliminates dark matter and dark energy by replacing them with vacuum zero-point-energy (ZPE) harmonic curvature and tetrahedral ER-bridge entanglement. Using only this one number and no tunable parameters, UHT-EPR reproduces:

•  the entire 3i Atlas DR3 ionized-universe map (baryon fraction, Lyman-α power spectrum dips, filament velocities at 204 km/s, reionization end at z = 5.87, Big Ring/Giant Arc scales) to sub-1 % precision

•  Milky Way and galaxy-cluster rotation curves without dark matter

•  the observed tetraquark spin/parity states at CERN via ER-bridge dual-presence

•  a scalable ZPE extraction architecture (VFRDX resonators → 200 TW city-scale clean power using graphene-aerogel torus geometry)

ΛCDM with ~15 tuned parameters fails the same datasets with reduced χ² values from 68 to >400. The author concludes that the harmonic vacuum structure predicted by UHT-EPR is the actual geometry of spacetime, dark matter and dark energy are unnecessary artifacts, and the theory is immediately falsifiable with existing data while opening a direct engineering path to zero-point energy harvesting.

In short: one page kills ΛCDM, the next 70+ pages show how to power civilisation with the same mechanism. Game over for the old model, game on for the harmonic universe.
DOI: 10.5281/zenodo.17856033
title: UHT-EPR β=0.128 Retires ΛCDM: Full 3i Atlas Validation of the Universal Harmonic Theory Author: Thomas F. Voloski lll

description: The two PDFs together present the full Universal Harmonic Theory – Einstein–Rosen (UHT-EPR) with the single fixed parameter β = 0.128. It completely eliminates dark matter and dark energy by replacing them with vacuum zero-point-energy (ZPE) harmonic curvature and tetrahedral ER-bridge entanglement. Using only this one number and no tunable parameters, UHT-EPR reproduces:

•  the entire 3i Atlas DR3 ionized-universe map (baryon fraction, Lyman-α power spectrum dips, filament velocities at 204 km/s, reionization end at z = 5.87, Big Ring/Giant Arc scales) to sub-1 % precision

•  Milky Way and galaxy-cluster rotation curves without dark matter

•  the observed tetraquark spin/parity states at CERN via ER-bridge dual-presence

•  a scalable ZPE extraction architecture (VFRDX resonators → 200 TW city-scale clean power using graphene-aerogel torus geometry)

ΛCDM with ~15 tuned parameters fails the same datasets with reduced χ² values from 68 to >400. The author concludes that the harmonic vacuum structure predicted by UHT-EPR is the actual geometry of spacetime, dark matter and dark energy are unnecessary artifacts, and the theory is immediately falsifiable with existing data while opening a direct engineering path to zero-point energy harvesting.

In short: one page kills ΛCDM, the next 70+ pages show how to power civilisation with the same mechanism. Game over for the old model, game on for the harmonic universe.
DOI: 10.15468/dl.tycbbx
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Vasconcellea chilensis)",
 "BasisOfRecord is Specimen",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037838-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.65968k
title: Occurrence Download

description: A dataset containing 14225 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Capra ibex",
 "Year 1683-1992"
 ]
}

 The dataset includes 14225 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037834-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8txgdh
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Guarea zepivae T.D.Penn.)"
 ]
}

 The dataset includes 18 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006942-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4s8zee
title: Occurrence Download

description: A dataset containing 3003902395 species occurrences available in GBIF matching the query:
{ }

 The dataset includes 3003902395 records from 74713 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006290-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/8bh9hk
title: dat_FRA_Forw_scenario1.tab

description: :unav
DOI: 10.57745/fqxjgj
title: dat_FRA_Forw_scenario2.tab

description: :unav
DOI: 10.57745/vkyctr
title: study_grid_cells.dbf

description: :unav
DOI: 10.57745/gguxzn
title: EHDV_source_id_Z2_list.tab

description: :unav
DOI: 10.57745/rjnqhu
title: study_grid_cells.prj

description: :unav
DOI: 10.57745/zxw2am
title: study_grid_cells.shp

description: :unav
DOI: 10.57745/fa8ucd
title: EHDV_source_id_Z1_list.tab

description: :unav
DOI: 10.57745/gve7pp
title: study_grid_cells.shx

description: :unav
DOI: 10.15468/dl.cdczh8
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acanthus ebracteatus Vahl",
 "Country is Viet Nam"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006945-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r93vwg
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acanthus ilicifolius L.",
 "Country is Viet Nam"
 ]
}

 The dataset includes 18 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006946-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7z4vze
title: Occurrence Download

description: A dataset containing 275 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Avicennia alba Blume",
 "Country is Viet Nam"
 ]
}

 The dataset includes 275 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006947-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bdg7qg
title: Occurrence Download

description: A dataset containing 4277 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Fundación Carl Faust: Herbario del Jardí Botànic Marimurtra: HMIM"
 ]
}

 The dataset includes 4277 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006949-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qyjjhy
title: Occurrence Download

description: A dataset containing 1574 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Macrolobium angustifolium (Benth.) R.S.Cowan, Macrolobium chrysostachyum (Miq.) Benth., Vouapa angustifolia Benth., Macrolobium hymenaefolium Pittier)"
 ]
}

 The dataset includes 1574 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006950-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cyex3z
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Capsicum hunzikerianum Barboza & Bianch."
 ]
}

 The dataset includes 43 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006951-240626123714530/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.25848625
title: Words do not just label concepts: activating superordinate categories through labels, lists, and definitions

description: We investigate the interface between concepts and word meanings by asking English speakers to list members of superordinate categories under one of three conditions: (1) when cued by a label (e.g. <i>animals</i>), (2) an exemplar list (e.g. <i>dog, cat, mouse</i>), or (3) a definition (e.g. “living creatures that roam the Earth”). We find that categories activated by labels lead to participants listing more category-typical responses, as quantified through typicality ratings, similarity in word embedding space, and accuracy in guessing category labels. This effect is stronger for some categories than others (e.g. stronger for <i>appetizers</i> than <i>animals</i>). These results support the view that a word is not merely a label for a concept, but rather a unique way of accessing and organizing conceptual space.
DOI: 10.6084/m9.figshare.25848625.v1
title: Words do not just label concepts: activating superordinate categories through labels, lists, and definitions

description: We investigate the interface between concepts and word meanings by asking English speakers to list members of superordinate categories under one of three conditions: (1) when cued by a label (e.g. <i>animals</i>), (2) an exemplar list (e.g. <i>dog, cat, mouse</i>), or (3) a definition (e.g. “living creatures that roam the Earth”). We find that categories activated by labels lead to participants listing more category-typical responses, as quantified through typicality ratings, similarity in word embedding space, and accuracy in guessing category labels. This effect is stronger for some categories than others (e.g. stronger for <i>appetizers</i> than <i>animals</i>). These results support the view that a word is not merely a label for a concept, but rather a unique way of accessing and organizing conceptual space.