cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.n67zw9
title: Occurrence Download

description: A dataset containing 4247 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Hygrocybe psittacina (Schaeff.) P.Kumm."
 ]
}

 The dataset includes 4247 records from 145 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000353-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13144/lil-0226
title: Etat civil mensuel communal - Naissances - 2000

description: Présentation des statistiques mensuelles des naissances en 2000 selon le sexe, pour toutes les communes de France métropolitaine, de Guadeloupe, Martinique, Guyane et Réunion. Pour les communes de Paris, Lyon et Marseille, les données sont présentées par arrondissement. Seules les naissances vivantes (y compris les enfants décédés au moment de la déclaration) sont intégrés dans ces statistiques (bulletin 5 de l'Etat Civil). Ces statistiques recensent les naissances "domiciliées", c'est-à-dire comptabilisées au lieu de résidence de la mère, et non dans la commune où ont lieu les naissances.
DOI: 10.15468/dl.4ekhde
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "DatasetKey is A taxonomic monograph of the genus Tylodinus Champion (Coleoptera: Curculionidae: Cryptorhynchinae: Tylodina) of Chiapas, Mexico"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0339873-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5qqdp2
title: Occurrence Download

description: A dataset containing 1836 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "DecimalLatitude is greater than 37.3362674825978",
 "DecimalLatitude is less than 37.9313918823513",
 "DecimalLongitude is greater than -113.207911349278",
 "DecimalLongitude is less than -112.481561258914"
 ]
}

 The dataset includes 1836 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001482-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c3f6z3
title: Occurrence Download

description: A dataset containing 878968 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Branta canadensis (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Month is June",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 878968 records from 388 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051449-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gg65gv
title: Occurrence Download

description: A dataset containing 463896 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lathyrus pratensis L."
 ]
}

 The dataset includes 463896 records from 922 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112355-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pnurqc
title: Occurrence Download

description: A dataset containing 583 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Abies magnifica",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 583 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001482-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s3ygjq
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Sinojackia microcarpa Tao Chen & G.Y.Li"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051469-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a6a46h
title: Occurrence Download

description: A dataset containing 7204 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eubalaena glacialis (Müller, 1776)"
 ]
}

 The dataset includes 7204 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041730-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cldv7e
title: Occurrence Download

description: A dataset containing 729 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 {
 "or" : [
 "TaxonKey is Rhododendron arboreum Sm.",
 "TaxonKey is Schima wallichii (DC.) Korth."
 ]
 },
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 729 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001482-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wezxx6
title: Occurrence Download

description: A dataset containing 1306 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Asparagus cochinchinensis (Lour.) Merr."
 ]
}

 The dataset includes 1306 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008280-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nca9jk
title: Occurrence Download

description: A dataset containing 498 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus insignis M.Martens & Galeotti"
 ]
}

 The dataset includes 498 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0112350-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.srb7pj
title: Occurrence Download

description: A dataset containing 183 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zoraptera"
 ]
}

 The dataset includes 183 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005628-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11198819
title: Dataset underlying Van Oorschot et al. (2021)
DOI: 10.5281/zenodo.11198820
title: Dataset underlying Van Oorschot et al. (2021)
DOI: 10.15468/dl.au2zw2
title: Occurrence Download

description: A dataset containing 541 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Oncorhynchus gilae (Miller, 1950))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 541 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026472-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9hfw5m
title: Occurrence Download

description: A dataset containing 681 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is Colombia",
 "TaxonKey is Anoura geoffroyi Gray, 1838"
 ]
}

 The dataset includes 681 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026474-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10449984
title: [Data] Self-Supervised Bayesian Representation Learning of Acoustic Emissions from Laser Powder Bed Fusion Process for In-situ Monitoring

description: Different Laser Powder Bed Fusion (LPBF) process spaces were deliberately introduced by employing two distinct 316L stainless steel powder distributions (with particle sizes >45 μm and < 45 μm) and processing them with two sets of laser parameters, resulting in the creation of four datasets [D1, D2, D3, and D4]. These datasets encompass LoF pores, conduction mode, and keyhole formations, each associated with three LPBF regimes denoted as D1, D2, D3, and D4. The experiments utilized a Sisma MYSINT 100 commercial LPBF printer and an airborne AE sensor system with a flat frequency response ranging from 0 to 150 kHz. Validation of the ground truths for the three laser regimes across the four datasets, representing distinct process spaces, was accomplished through the confirmation of cross-sectional images. In the course of fabricating a cube using a powder bed and laser, data acquisition from an AE sensor was triggered when the optical intensity reached a threshold of 0.5 V for each scan length. The photodiode trigger gain was adjusted to saturate at 5 V, and the ensuing continuous-time window, where the optical signal remained at 5 V for 12.5 ms, was calculated and segmented to generate the dataset. Irrespective of the specific regime (Lack of Fusion, Conduction, and Keyhole) or the cube being fabricated (with two powder distributions), the signals obtained during this process were then segmented into a 12.5 ms window comprising 5000 data points. To eliminate any noise, an offline application of a low-pass Butterworth filter with a 150 kHz cut-off frequency was employed, aligned with the frequency response specification of the AE sensor. Each dataset has two files against it [raw/groundtruth label].
DOI: 10.5281/zenodo.10449985
title: [Data] Self-Supervised Bayesian Representation Learning of Acoustic Emissions from Laser Powder Bed Fusion Process for In-situ Monitoring

description: Different Laser Powder Bed Fusion (LPBF) process spaces were deliberately introduced by employing two distinct 316L stainless steel powder distributions (with particle sizes >45 μm and < 45 μm) and processing them with two sets of laser parameters, resulting in the creation of four datasets [D1, D2, D3, and D4]. These datasets encompass LoF pores, conduction mode, and keyhole formations, each associated with three LPBF regimes denoted as D1, D2, D3, and D4. The experiments utilized a Sisma MYSINT 100 commercial LPBF printer and an airborne AE sensor system with a flat frequency response ranging from 0 to 150 kHz. Validation of the ground truths for the three laser regimes across the four datasets, representing distinct process spaces, was accomplished through the confirmation of cross-sectional images. In the course of fabricating a cube using a powder bed and laser, data acquisition from an AE sensor was triggered when the optical intensity reached a threshold of 0.5 V for each scan length. The photodiode trigger gain was adjusted to saturate at 5 V, and the ensuing continuous-time window, where the optical signal remained at 5 V for 12.5 ms, was calculated and segmented to generate the dataset. Irrespective of the specific regime (Lack of Fusion, Conduction, and Keyhole) or the cube being fabricated (with two powder distributions), the signals obtained during this process were then segmented into a 12.5 ms window comprising 5000 data points. To eliminate any noise, an offline application of a low-pass Butterworth filter with a 150 kHz cut-off frequency was employed, aligned with the frequency response specification of the AE sensor. Each dataset has two files against it [raw/groundtruth label].
DOI: 10.15468/dl.82vuxe
title: Occurrence Download

description: A dataset containing 5823 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Phyllotreta undulata Kutschera, 1860)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5823 records from 172 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026470-240506114902167/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.25867198
title: Cumulative number of confirmed cases duing 2022 Ebolavirus outbreak in Mubende, Uganda.

description: Cumulative number of confirmed cases duing 2022 Ebolavirus outbreak in Mubende, UgandaData are aggregated from WHO situation reports. (available at https://www.afro.who.int/countries/publications?country=879)
DOI: 10.6084/m9.figshare.25867198.v1
title: Cumulative number of confirmed cases duing 2022 Ebolavirus outbreak in Mubende, Uganda.

description: Cumulative number of confirmed cases duing 2022 Ebolavirus outbreak in Mubende, UgandaData are aggregated from WHO situation reports. (available at https://www.afro.who.int/countries/publications?country=879)
DOI: 10.15468/dl.5vrwph
title: Occurrence Download

description: A dataset containing 3076 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Sweden",
 "OccurrenceStatus is Present",
 "TaxonKey is Spongillida"
 ]
}

 The dataset includes 3076 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026476-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s4ftzf
title: Occurrence Download

description: A dataset containing 3076 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Sweden",
 "OccurrenceStatus is Present",
 "TaxonKey is Spongillida"
 ]
}

 The dataset includes 3076 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026477-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11094813
title: [Data] Qualify-As-You-Go: Sensor Fusion of Optical and Acoustic Signatures with Contrastive Deep Learning for Multi-Material Composition Monitoring in Laser Powder Bed Fusion Process

description: Growing demand for multi-material Laser Powder Bed Fusion (LPBF) faces process control and quality monitoring challenges, particularly in ensuring precise material composition. This study explores optical and acoustic emission signals during LPBF processes with multiple materials, addressing challenges in process control and ensuring accurate material composition. Experimental data from processing five powder compositions were collected using a custombuilt monitoring system in a commercial LPBF machine. The research categorised signals from LPBF processing various compositions, enhancing prediction accuracy by combining optical with acoustic data and training convolutional neural networks using contrastive learning. Latent spaces of trained models using two contrastive loss functions, clustered acoustic and opticalemissions based on similarities, aligning with five compositions. Contrastive learning and sensor fusion were found to be essential for monitoring LPBF processes involving multiple materials. This research advances the understanding of multi-material LPBF, highlighting sensor fusion strategies’ potential for improving quality control in additive manufacturing. Data set for this work is hosted here
DOI: 10.5281/zenodo.11094814
title: [Data] Qualify-As-You-Go: Sensor Fusion of Optical and Acoustic Signatures with Contrastive Deep Learning for Multi-Material Composition Monitoring in Laser Powder Bed Fusion Process

description: Growing demand for multi-material Laser Powder Bed Fusion (LPBF) faces process control and quality monitoring challenges, particularly in ensuring precise material composition. This study explores optical and acoustic emission signals during LPBF processes with multiple materials, addressing challenges in process control and ensuring accurate material composition. Experimental data from processing five powder compositions were collected using a custombuilt monitoring system in a commercial LPBF machine. The research categorised signals from LPBF processing various compositions, enhancing prediction accuracy by combining optical with acoustic data and training convolutional neural networks using contrastive learning. Latent spaces of trained models using two contrastive loss functions, clustered acoustic and opticalemissions based on similarities, aligning with five compositions. Contrastive learning and sensor fusion were found to be essential for monitoring LPBF processes involving multiple materials. This research advances the understanding of multi-material LPBF, highlighting sensor fusion strategies’ potential for improving quality control in additive manufacturing. Data set for this work is hosted here
DOI: 10.15468/dl.2axjek
title: Occurrence Download

description: A dataset containing 2687 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ophraella communa LeSage, 1986)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2687 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026478-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y2tndy
title: Occurrence Download

description: A dataset containing 207 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Octotoma scabripennis Guérin-Méneville, 1844)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 207 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026479-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hzg76f
title: Occurrence Download

description: A dataset containing 204588 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "TaxonKey is Anser anser (Linnaeus, 1758)",
 "Year 2003-2023"
 ]
}

 The dataset includes 204588 records from 268 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026455-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p9dhf8
title: Occurrence Download

description: A dataset containing 50278 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((78.29595 17.45296,78.2759 17.42208,78.32519 17.39218,78.35527 17.39696,78.38868 17.44479,78.33689 17.47425,78.29595 17.45296))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 50278 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026459-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z26ruy
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Octotoma championi Baly, 1886)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 31 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026481-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/9d1a709f67c02f56189f2a597f4b0221
title: Annual precipitation and photo-derived vegetation and litter cover (2013-2021) used for analysis in the manuscript “Growing grasses in the desert: Multi-scale Interactions and State Change Reversal in Drylands”

description: This dataset contains water year precipitation collected from
 meteorological stations, litter and vegetation cover values derived
 from overhead photos, and litter and soil accumulation in lateral
 photos in a long-term experiment (2013-2021) of cross-scale
 interactions (CSIs) at the Jornada Basin LTER site in southern New
 Mexico, U.S.A. Manipulations were initiated in 2013 at 15
 experimental blocks, each with 4 treatment plots: plant-scale
 herbicide of mesquite shrubs, patch-scale connectivity modifiers
 (ConMods), herbicide + ConMods, control without manipulations.
 Litter, soil, and vegetation cover were estimated using repeat
 overhead photographs of microplots within treatment and control
 plots. Litter and soil accumulation were estimated from lateral
 photos of ConMods. This dataset utilized QuickBird imagery from 2011
 to assess ground cover classes within the Jornada Basin, focusing on
 bare ground, herbaceous, and shrub cover. Daily precipitation data
 collected from 13 meteorological stations were used to calculate
 water year (1 October-30 September) precipitation from 2013 through
 2021. This dataset provides supporting data for the manuscript
 "Growing grasses in the desert: Multi-scale Interactions and
 State Change Reversal in Drylands" by Peters et al.
DOI: 10.15468/dl.g7affx
title: Occurrence Download

description: A dataset containing 2418 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-250.0",
 "Geometry MULTIPOLYGON(((-38.3112 -13.46259,-37.57856 -13.65911,-37.31777 -12.61597,-34.63531 -9.34467,-35.07276 -8.75552,-35.84525 -8.21513,-36.75524 -7.94677,-37.70494 -7.983,-38.59095 -8.31937,-39.31883 -8.91532,-39.81548 -9.70135,-40.03678 -10.59053,-39.9698 -11.49081,-39.63043 -12.31568,-39.0584 -12.99167,-38.3112 -13.46259)))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2001-2020"
 ]
}

 The dataset includes 2418 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026482-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nvuepw
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Monoxia obesula Blake, 1939)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 95 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026483-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dvyxm9
title: Occurrence Download

description: A dataset containing 513 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Demotina modesta Baly, 1874)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 513 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026484-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6392eb
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gnophos albidior (Hampson, 1895)"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026487-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.