cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.1azgm8
title: Occurrence Download

description: A dataset containing 391758 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Atlas des Orchidées de France métropolitaine (2010)"
 ]
}

 The dataset includes 391758 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023545-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lailsh
title: Occurrence Download

description: A dataset containing 359 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Penelope albipennis Taczanowski, 1878"
 ]
}

 The dataset includes 359 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015608-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j7hyra
title: Occurrence Download

description: A dataset containing 133152 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Suivi Temporel des Rhopalocères de France (STERF)"
 ]
}

 The dataset includes 133152 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026979-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wkl5ne
title: Occurrence Download

description: A dataset containing 440 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Year 1999-2019",
 "TaxonKey is Puma concolor (Linnaeus, 1771)"
 ]
}

 The dataset includes 440 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015609-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qkhg3d
title: Occurrence Download

description: A dataset containing 293 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Human Observation"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Araucaria angustifolia (Bertol.) Kuntze",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 293 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028265-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dg9j2a
title: Occurrence Download

description: A dataset containing 676 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Phenological Center - Birds (Karelia)"
 ]
}

 The dataset includes 676 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017153-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jxhtkk
title: Occurrence Download

description: A dataset containing 191 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Phenological Center - Birds (Kaliningrad)"
 ]
}

 The dataset includes 191 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017151-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15195475
title: Gradual and abrupt vegetation changes between 2017 and 2024 around the Neusiedl Lake, Austria

description: Many consequences of land use and land cover changes (LULCC) can be captured by remote sensing imagery, and here in particular by estimates of photosynthetic activity. For example, the harvesting of trees or reed will cause an abrupt drop in vegetation cover, while planting crops and fertilization and watering will result in gradual increase in vegetation cover over time. Vegetation can be captured by the Normalized Difference Vegetation Index (NDVI), a widely used remote sensing metric that quantifies the health and density of vegetation.Provided here are two intermediate analysis results showing abrupt and gradual vegetation change in the study region of Neusiedl in the INSPIRE project (https://www.inspire-biodiversa.com/). Vegetation cover was estimated as monthly NDVI Sentinel 2 Level-2A data. Input satellite imagery were pre-processed by removing clouds and gaps and constructing atmospherically corrected surface reflectance estimates at monthly time steps (arithmetric average aggregation).More detailed description below. These are gridded geoTiff files that can be opened in any standard GIS software.File: Neusiedl_NDVI_gradual_2017-2024.tif

Contains a single band with the coefficients of a robust linear regression calculated on the pixel level. Positive values indicate gradual linear increase in NDVI per month between 2017 and end of 2024.  Only statistically 'significant' coefficients are shown (at a 5% significance level). 

File: Neusiedl_NDVI_largestchange_2017-2024.tif

Contains two bands with the direction (Band 1) and the numeric date (Band 2) of the largest change in mean or variance of vegetation cover over the reference period. Opposed to a gradual change this allows to capture both the direction (gain or loss) and timing of vegetation change as captured by NDVI.---Data properties:




Spatial grain
10 m


Geographic projection
WGS 84


Temporal grain
Whole time period


Spatial extent
Study region of the INSPIRE casestudy


Temporal extent
2017 March to December 2024


Number of variables/entities
3




All files are provided as is and the author takes no responsibility for errors or misuse and misinterpretation.
DOI: 10.5281/zenodo.15195476
title: Gradual and abrupt vegetation changes between 2017 and 2024 around the Neusiedl Lake, Austria

description: Many consequences of land use and land cover changes (LULCC) can be captured by remote sensing imagery, and here in particular by estimates of photosynthetic activity. For example, the harvesting of trees or reed will cause an abrupt drop in vegetation cover, while planting crops and fertilization and watering will result in gradual increase in vegetation cover over time. Vegetation can be captured by the Normalized Difference Vegetation Index (NDVI), a widely used remote sensing metric that quantifies the health and density of vegetation.Provided here are two intermediate analysis results showing abrupt and gradual vegetation change in the study region of Neusiedl in the INSPIRE project (https://www.inspire-biodiversa.com/). Vegetation cover was estimated as monthly NDVI Sentinel 2 Level-2A data. Input satellite imagery were pre-processed by removing clouds and gaps and constructing atmospherically corrected surface reflectance estimates at monthly time steps (arithmetric average aggregation).More detailed description below. These are gridded geoTiff files that can be opened in any standard GIS software.File: Neusiedl_NDVI_gradual_2017-2024.tif

Contains a single band with the coefficients of a robust linear regression calculated on the pixel level. Positive values indicate gradual linear increase in NDVI per month between 2017 and end of 2024.  Only statistically 'significant' coefficients are shown (at a 5% significance level). 

File: Neusiedl_NDVI_largestchange_2017-2024.tif

Contains two bands with the direction (Band 1) and the numeric date (Band 2) of the largest change in mean or variance of vegetation cover over the reference period. Opposed to a gradual change this allows to capture both the direction (gain or loss) and timing of vegetation change as captured by NDVI.---Data properties:




Spatial grain
10 m


Geographic projection
WGS 84


Temporal grain
Whole time period


Spatial extent
Study region of the INSPIRE casestudy


Temporal extent
2017 March to December 2024


Number of variables/entities
3




All files are provided as is and the author takes no responsibility for errors or misuse and misinterpretation.
DOI: 10.15468/dl.c8uqgx
title: Occurrence Download

description: A dataset containing 539 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Phenological Center - Birds (Murmansk)"
 ]
}

 The dataset includes 539 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017152-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15195662
title: Experimental Data for Clear-water Scour around Piles
DOI: 10.5281/zenodo.15195663
title: Experimental Data for Clear-water Scour around Piles
DOI: 10.15468/dl.muzrqn
title: Occurrence Download

description: A dataset containing 44225 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Briza minor L."
 ]
}

 The dataset includes 44225 records from 905 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004023-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b9rdsc
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Zophobas morio (Fabricius, 1776)"
 ]
}

 The dataset includes 12 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004026-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/tezk-9a32
title: promoter truncation threshold

description: Most promoters are derived from an arbitrary truncation of sequences upstream from the transcription start site of a gene, which is typically around 1,000 base pairs. Since the truncation is arbitrary, regulatory elements might be missing for transcription. Unfortunately, there exists no reasonable rationale for selecting a truncation threshold. Therefore, providing a reasonable rationale for truncation is crucial for obtaining the expected expression profiles of genes. In this work, we arrive at a reasonable rationale by first identifying putative shared promoters based on the similarity of expression profile between neighboring genes and second discovering that shorter shared promoters correspond to genes that have more similar expression profiles. Using this novel insight, we subsequently defined aggressive, standard, and conservative thresholds of human promoter sequences. We further refined human promoter sequences using known cis-regulatory elements and transcription factor binding regions, resulting in slightly reduced thresholds. Our study provides a reasonable rationale for truncating human promoter sequences that forms the starting point for future experimental verification by the biological community
DOI: 10.15468/dl.d3g44p
title: Occurrence Download

description: A dataset containing 3347 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Tripterygium wilfordii Hook.fil."
 ]
}

 The dataset includes 3347 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004027-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wfxjty
title: Occurrence Download

description: A dataset containing 198292 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Museu Paraense Emilio Goeldi Herbarium",
 "OccurrenceStatus is Present",
 "PublishingOrg is 4f1aa16c-ac1f-4e25-95fa-70bd71b7a0b4"
 ]
}

 The dataset includes 198292 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004025-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e9jzkm
title: Occurrence Download

description: A dataset containing 1428 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Dendrobates truncatus (Cope, 1861), Dendrobates auratus (Girard, 1855))"
 ]
}

 The dataset includes 1428 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004030-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14853809
title: Speech commands keywords

description: This is a copy of the latest version of the Speech Commands dataset. It is made of .wav audio files containing a single spoken English word or background noise. These words are from a small set of speech commands, spoken by a variety of different speakers in a quiet environment. For more info see https://arxiv.org/abs/1804.03209.
DOI: 10.5281/zenodo.14853808
title: Speech commands keywords

description: This is a copy of the latest version of the Speech Commands dataset. It is made of .wav audio files containing a single spoken English word or background noise. These words are from a small set of speech commands, spoken by a variety of different speakers in a quiet environment. For more info see https://arxiv.org/abs/1804.03209.
DOI: 10.5281/zenodo.14885241
title: Speech commands keywords

description: This is a copy of the latest version of the Speech Commands dataset. It is made of .wav audio files containing a single spoken English word or background noise. These words are from a small set of speech commands, spoken by a variety of different speakers in a quiet environment. For more info see https://arxiv.org/abs/1804.03209.
DOI: 10.15468/dl.wtaqsr
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Aspergillus saccharolyticus A.Sørensen, P.S.Lübeck & Frisvad"
 ]
}

 The dataset includes 36 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004031-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14885232
title: OpenFF 2.2.0/NAGL & Lipid21 Pure POPC Replicate Simulations
DOI: 10.5281/zenodo.14885233
title: OpenFF 2.2.0/NAGL & Lipid21 Pure POPC Replicate Simulations
DOI: 10.15468/dl.k7wvnx
title: Occurrence Download

description: A dataset containing 38571 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Verbena bonariensis L."
 ]
}

 The dataset includes 38571 records from 609 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004029-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/f3dvsd
title: Données naturalistes opportunistes issues de la plateforme INaturalist-Données naturalistes opportunistes "esrae"

description: Données naturalistes opportunistes saisies sur iNaturalist à partir du compte "esrae"
DOI: 10.15468/dl.pa8jah
title: Occurrence Download

description: A dataset containing 101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fungi)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((60 -15,67.5 -15,67.5 -7.5,60 -7.5,60 -15))"
 ]
}

 The dataset includes 101 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044443-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wejtfw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arachnida)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((52.5 -30,60 -30,60 -22.5,52.5 -22.5,52.5 -30))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044445-251009101135966/datasets/export for details.
DOI: 10.15468/dl.45mwyp
title: Occurrence Download

description: A dataset containing 702 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arachnida)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((105 45,112.5 45,112.5 52.5,105 52.5,105 45))"
 ]
}

 The dataset includes 702 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044444-251009101135966/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.30402564.v1
title: Frequency-Band Estimation of the Number of Factors*

description: We introduce consistent estimators for the number of shocks driving large-dimensional dynamic factor models. Our estimator can be applied to single frequencies and specific frequency bands, making it suitable for disentangling shocks affecting dynamic models with a factor model representation. Noticeably, our estimator requires the time-series and cross-section size to diverge simultaneously without any constraint, and it is free of nuisance parameters, such as penalization terms. Our methodology appears ideal for macroeconomic analysis, as one can investigate how many shocks drive the business cycle or the long run, although the applicability of our methods is much wider, given the popularity of GDFMs in economics and finance. Its small-sample performance in simulations is excellent. We apply our estimator to the FRED-QD dataset, finding that the U.S. macroeconomy is driven by two shocks: an inflationary demand shock and a deflationary supply shock. Our methodology permits one to accurately estimate the number of shocks that drive medium-sized DSGE models despite their moderate cross-sectional size.
DOI: 10.6084/m9.figshare.30402564
title: Frequency-Band Estimation of the Number of Factors*

description: We introduce consistent estimators for the number of shocks driving large-dimensional dynamic factor models. Our estimator can be applied to single frequencies and specific frequency bands, making it suitable for disentangling shocks affecting dynamic models with a factor model representation. Noticeably, our estimator requires the time-series and cross-section size to diverge simultaneously without any constraint, and it is free of nuisance parameters, such as penalization terms. Our methodology appears ideal for macroeconomic analysis, as one can investigate how many shocks drive the business cycle or the long run, although the applicability of our methods is much wider, given the popularity of GDFMs in economics and finance. Its small-sample performance in simulations is excellent. We apply our estimator to the FRED-QD dataset, finding that the U.S. macroeconomy is driven by two shocks: an inflationary demand shock and a deflationary supply shock. Our methodology permits one to accurately estimate the number of shocks that drive medium-sized DSGE models despite their moderate cross-sectional size.
DOI: 10.15468/spmbfq
title: Données naturalistes opportunistes issues de la plateforme INaturalist-Données naturalistes opportunistes "leia_r"

description: Données naturalistes opportunistes saisies sur iNaturalist à partir du compte "leia_r"
DOI: 10.6084/m9.figshare.30402585
title: Computationally Efficient Algorithms for Simulating Isotropic Gaussian Random Fields on Graphs with Euclidean Edges

description: This work addresses the problem of simulating Gaussian random fields that are continuously indexed over a class of metric graphs, termed graphs with Euclidean edges, being more general and flexible than linear networks. We introduce three general algorithms that allow to reconstruct a wide spectrum of random fields having a covariance function that depends on a specific metric, called resistance metric, and proposed in recent literature. The algorithms are applied to a synthetic case study consisting of a street network. They prove to be fast and accurate in that they reproduce the target covariance function and provide random fields whose finite-dimensional distributions are approximately Gaussian.
DOI: 10.6084/m9.figshare.30402585.v1
title: Computationally Efficient Algorithms for Simulating Isotropic Gaussian Random Fields on Graphs with Euclidean Edges

description: This work addresses the problem of simulating Gaussian random fields that are continuously indexed over a class of metric graphs, termed graphs with Euclidean edges, being more general and flexible than linear networks. We introduce three general algorithms that allow to reconstruct a wide spectrum of random fields having a covariance function that depends on a specific metric, called resistance metric, and proposed in recent literature. The algorithms are applied to a synthetic case study consisting of a street network. They prove to be fast and accurate in that they reproduce the target covariance function and provide random fields whose finite-dimensional distributions are approximately Gaussian.
DOI: 10.7910/dvn/g5xeto
title: Replication Data for: "E-cigarettes and planned smoking cessation"

description: Replication package for "E-cigarettes and planned smoking cessation".
DOI: 10.15468/vsjmmr
title: Données naturalistes opportunistes issues de la plateforme INaturalist-Données naturalistes opportunistes "alizeegauvrit"

description: Données naturalistes opportunistes saisies sur iNaturalist à partir du compte "alizeegauvrit"
DOI: 10.15468/dl.2wf6qs
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fungi)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-172.5 22.5,-165 22.5,-165 30,-172.5 30,-172.5 22.5))"
 ]
}

 The dataset includes 24 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044446-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/mbhpaz
title: Données naturalistes opportunistes issues de la plateforme INaturalist-Données naturalistes opportunistes "jeromerabille"

description: Données naturalistes opportunistes saisies sur iNaturalist à partir du compte "jeromerabille"