cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.tg2wzj
title: Occurrence Download

description: A dataset containing 59898167 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is United States of America",
 "Geometry POLYGON((-126.84962 49.27567,-125.53797 38.16012,-120.87433 32.3331,-110.23541 29.96357,-100.47091 26.36701,-96.53597 24.52472,-93.91267 27.1478,-89.54051 27.92317,-85.75131 27.92317,-82.98227 25.44939,-80.65045 24.12632,-77.73568 24.65724,-78.46437 29.20314,-75.84108 32.70178,-73.21778 36.77209,-67.24249 41.6252,-66.65954 43.55624,-66.65954 46.03768,-67.53397 48.21865,-71.17744 47.92651,-75.98682 45.83497,-80.11421 44.33826,-81.13438 46.08349,-82.88324 48.55285,-86.96393 49.6029,-96.43694 49.6029,-126.84962 49.27567))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Spermophilus lateralis (Say, 1823), Lepus americanus Erxleben, 1777, Didelphis marsupialis virginiana (Kerr, 1792), Sylvilagus floridanus (J.A.Allen, 1890), Neotomodon alstoni Merriam, 1898, Microtus mexicanus (Saussure, 1861), Peromyscus beatae Thomas, 1903, Peromyscus maniculatus (Wagner, 1845), Didelphis marsupialis Linnaeus, 1758, Quiscalus quiscula (Linnaeus, 1758), Procyon lotor (Linnaeus, 1758), Odocoileus virginianus (Zimmermann, 1780), Molothrus ater (Boddaert, 1783), Agelaius phoeniceus (Linnaeus, 1766), Equus caballus Linnaeus, 1758, Cardinalis cardinalis (Linnaeus, 1758), Canis lupus Linnaeus, 1758, Zonotrichia albicollis (J.F.Gmelin, 1789), Vulpes vulpes (Linnaeus, 1758), Urocyon cinereoargenteus (Schreber, 1775), Cerdocyon thous (Linnaeus, 1766), Tayassu pecari (Link, 1795), Pecari tajacu (Linnaeus, 1758), Cuniculus paca (Linnaeus, 1766), Dasypus novemcinctus Linnaeus, 1758, Tamandua tetradactyla (Linnaeus, 1758), Kinosternon scorpioides (Linnaeus, 1766), Colinus virginianus (Linnaeus, 1758), Sigmodon hispidus Say & Ord, 1825, Bos taurus Linnaeus, 1758, Canis familiaris Linnaeus, 1758, Didelphis aurita (Wied-Neuwied, 1826), Neotoma cinerea (Ord, 1815), Urocitellus columbianus (Ord, 1815), Eutamias amoenus (Allen, 1890), Citellus lateralis (Say, 1823), Pitymys pinetorum (Le Conte, 1830), Peromyscus leucopus (Rafinesque, 1818), Microtus pennsylvanicus (Ord, 1815), Sylvilagus audubonii (Baird, 1858), Lepus californicus Gray, 1837, Otospermophilus beecheyi (Richardson, 1829))"
 ]
}

 The dataset includes 59898167 records from 243 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002441-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j75p2c
title: Occurrence Download

description: A dataset containing 44918196 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is United States of America",
 "Geometry POLYGON((-98.49503 41.97437,-101.63298 39.52525,-100.37015 35.12447,-100.90589 32.29267,-101.05896 31.83346,-101.56641 29.71183,-100.47091 26.36701,-96.53597 24.52472,-93.91267 27.1478,-89.54051 27.92317,-85.75131 27.92317,-82.98227 25.44939,-80.65045 24.12632,-77.73568 24.65724,-78.46437 29.20314,-75.84108 32.70178,-73.21778 36.77209,-67.24249 41.6252,-66.65954 43.55624,-67.23929 45.39784,-69.30574 45.43611,-71.29565 43.71407,-72.13754 43.75233,-73.47691 43.561,-75.54336 43.86714,-76.69139 43.86714,-78.60477 42.79564,-83.22626 41.55343,-86.32593 41.51516,-87.39743 41.66823,-87.81837 42.16571,-95.43362 42.81626,-98.49503 41.97437))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Spermophilus lateralis (Say, 1823), Lepus americanus Erxleben, 1777, Didelphis marsupialis virginiana (Kerr, 1792), Sylvilagus floridanus (J.A.Allen, 1890), Neotomodon alstoni Merriam, 1898, Microtus mexicanus (Saussure, 1861), Peromyscus beatae Thomas, 1903, Peromyscus maniculatus (Wagner, 1845), Didelphis marsupialis Linnaeus, 1758, Quiscalus quiscula (Linnaeus, 1758), Procyon lotor (Linnaeus, 1758), Odocoileus virginianus (Zimmermann, 1780), Molothrus ater (Boddaert, 1783), Agelaius phoeniceus (Linnaeus, 1766), Equus caballus Linnaeus, 1758, Cardinalis cardinalis (Linnaeus, 1758), Canis lupus Linnaeus, 1758, Zonotrichia albicollis (J.F.Gmelin, 1789), Vulpes vulpes (Linnaeus, 1758), Urocyon cinereoargenteus (Schreber, 1775), Cerdocyon thous (Linnaeus, 1766), Tayassu pecari (Link, 1795), Pecari tajacu (Linnaeus, 1758), Cuniculus paca (Linnaeus, 1766), Dasypus novemcinctus Linnaeus, 1758, Tamandua tetradactyla (Linnaeus, 1758), Kinosternon scorpioides (Linnaeus, 1766), Colinus virginianus (Linnaeus, 1758), Sigmodon hispidus Say & Ord, 1825, Bos taurus Linnaeus, 1758, Canis familiaris Linnaeus, 1758, Didelphis aurita (Wied-Neuwied, 1826), Neotoma cinerea (Ord, 1815), Urocitellus columbianus (Ord, 1815), Eutamias amoenus (Allen, 1890), Citellus lateralis (Say, 1823), Pitymys pinetorum (Le Conte, 1830), Peromyscus leucopus (Rafinesque, 1818), Microtus pennsylvanicus (Ord, 1815), Sylvilagus audubonii (Baird, 1858), Lepus californicus Gray, 1837, Otospermophilus beecheyi (Richardson, 1829))"
 ]
}

 The dataset includes 44918196 records from 208 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002450-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25318/4210007701-eng
title: Home-based child care providers by highest level of formal Early Childhood Education related training obtained by the operator, April 2024, Canada

description: Providers highest level of formal Early Childhood Education (ECE)-related training obtained by the operator at licensed and unlicensed home-based child care, Canada.
DOI: 10.15468/dl.97yxeu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Orgilus longiceps Muesebeck, 1933",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002478-250402121839773/datasets/export for details.
DOI: 10.15468/dl.d5j56q
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amblycerus nigromarginatus (Motschulsky, 1874)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002479-250402121839773/datasets/export for details.
DOI: 10.15468/dl.94dayd
title: Occurrence Download

description: A dataset containing 199307 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Atlas Survey of the Butterflies of Denmark"
 ]
}

 The dataset includes 199307 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002474-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5xptga
title: Occurrence Download

description: A dataset containing 933208 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Atlas Flora Danica"
 ]
}

 The dataset includes 933208 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002471-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25318/4210007701-fra
title: Fournisseurs de services de garde d’enfants en milieu familial selon le plus haut niveau de formation officielle en éducation de la petite enfance atteint par l’exploitant, avril 2024, Canada

description: Plus haut niveau de formation officielle en éducation de la petite enfance (ÉPE) atteint par l’exploitant d’un service de garde en milieu familial avec ou sans permis, Canada.
DOI: 10.15468/dl.89gdzn
title: Occurrence Download

description: A dataset listing the 274 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-79 52,-66 52,-66 63,-79 63,-79 52))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Trichoptera"
 ]
}

 The dataset's 274 records were derived from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002476-250402121839773/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.28724582
title: Pollinator Count_data_Joseph et al.xlsx

description: This is a raw data set on global citizen science projects on pollinators.
DOI: 10.15468/dl.rkr8wb
title: Occurrence Download

description: A dataset containing 104577 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Halyomorpha halys (Stål, 1855)"
 ]
}

 The dataset includes 104577 records from 353 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002469-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ykv26
title: Occurrence Download

description: A dataset listing the 148 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-79 52,-66 52,-66 63,-79 63,-79 52))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Ephemeroptera"
 ]
}

 The dataset's 148 records were derived from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002477-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9anvpy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pachytychius sellatus (H.Lucas, 1846)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002482-250402121839773/datasets/export for details.
DOI: 10.15468/dl.ap9433
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Palmicultor browni (Williams, 1960)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002483-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25318/4210007601-eng
title: Centre-based child care providers by employee type and highest level of formal Early Childhood Education related training, April 2024, Canada

description: Employees highest level of formal Early Childhood Education (ECE)-related training at centre-based child care for supervisory staff, full-time and part-time staff providing direct care to children, Canada.
DOI: 10.15468/dl.554vgx
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "TaxonKey is Bowdichia virgilioides Kunth"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002485-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9y6z9x
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Happywhale - Polar bear in Arctic Ocean"
 ]
}

 The dataset includes 65 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002484-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8nhccn
title: Occurrence Download

description: A dataset containing 446 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Adamussium colbecki (E.A.Smith, 1902)"
 ]
}

 The dataset includes 446 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002486-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.ew69qasu
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (20004 records)
DOI: 10.5281/zenodo.15132657
title: Supplementary material for "Robust directional analysis of magnetic microscopy images using non-linear inversion anditerative Euler deconvolution"

description: This repository contains the data and source code used to produce the results presented in:



Souza-Junior, G. F., Uieda, L., Trindade, R. I. F., Fu, R. R., Bellon, U. D., and Castro, Y. M. (2025). Robust directional analysis of magnetic microscopy images using non-linear inversion and iterative Euler deconvolution. EarthArXiv. doi:10.31223/X5N42F




 

Abstract


Scientists often study entire samples to understand their overall properties, but this approach can miss important details. To get a clearer picture, researchers are improving methods that focus on smaller regions of a sample. In paleomagnetism, a field that studies the Earth's ancient magnetic field, magnetic microscopy allows scientists to examine tiny areas with high precision. In this study, we use magnetic microscopy data to determine the direction of magnetization in samples. To do this, we apply a mathematical method called Euler deconvolution, which helps solve complex calculations and reduce uncertainty. We also refine our results with an additional step that improves accuracy and removes unwanted signals. We tested this approach on both simulated and real data. Our results show that this new method can detect weaker magnetic sources and accurately determine the direction of magnetization. When applied to real samples, it successfully identified their original magnetic direction. This represents an important step in using magnetic microscopy for paleomagnetic research.



License


All Python source code (including .py and .ipynb files) is made available under the MIT license. You can freely use and modify the code, without warranty, so long as you provide attribution to the authors. See LICENSE-MIT.txt for the full license text.

The manuscript text (including all LaTeX files), figures, and data/models produced as part of this research are available under the Creative Commons Attribution 4.0 License (CC-BY). See LICENSE-CC-BY.txt for the full license text.
DOI: 10.5281/zenodo.15132658
title: Supplementary material for "Robust directional analysis of magnetic microscopy images using non-linear inversion anditerative Euler deconvolution"

description: This repository contains the data and source code used to produce the results presented in:



Souza-Junior, G. F., Uieda, L., Trindade, R. I. F., Fu, R. R., Bellon, U. D., and Castro, Y. M. (2025). Robust directional analysis of magnetic microscopy images using non-linear inversion and iterative Euler deconvolution. EarthArXiv. doi:10.31223/X5N42F




 

Abstract


Scientists often study entire samples to understand their overall properties, but this approach can miss important details. To get a clearer picture, researchers are improving methods that focus on smaller regions of a sample. In paleomagnetism, a field that studies the Earth's ancient magnetic field, magnetic microscopy allows scientists to examine tiny areas with high precision. In this study, we use magnetic microscopy data to determine the direction of magnetization in samples. To do this, we apply a mathematical method called Euler deconvolution, which helps solve complex calculations and reduce uncertainty. We also refine our results with an additional step that improves accuracy and removes unwanted signals. We tested this approach on both simulated and real data. Our results show that this new method can detect weaker magnetic sources and accurately determine the direction of magnetization. When applied to real samples, it successfully identified their original magnetic direction. This represents an important step in using magnetic microscopy for paleomagnetic research.



License


All Python source code (including .py and .ipynb files) is made available under the MIT license. You can freely use and modify the code, without warranty, so long as you provide attribution to the authors. See LICENSE-MIT.txt for the full license text.

The manuscript text (including all LaTeX files), figures, and data/models produced as part of this research are available under the Creative Commons Attribution 4.0 License (CC-BY). See LICENSE-CC-BY.txt for the full license text.
DOI: 10.25318/4210007601-fra
title: Fournisseurs de services de garde d’enfants en centre selon le type d’employé et le plus haut niveau de formation officielle en éducation de la petite enfance, avril 2024, Canada

description: Plus haut niveau de formation officielle en éducation de la petite enfance (ÉPE) du personnel de supervision et du personnel à temps plein et à temps partiel en centre s’occupant directement des enfants, Canada.
DOI: 10.6073/pasta/3d4809855e57763e9f00e69791964614
title: Geospatial data for Luquillo Mountains, Puerto Rico: Mean annual precipitation, elevation, watershed outlines, and rain gage locations

description: The data archive is here: https://doi.org/10.5066/F74F1PM2 please use this DOI when citing this data set.
 These geospatial data sets were developed as part of a new analysis of all known current and historical rain gages in the Luquillo Mountains, Puerto Rico published in the journal article Murphy, S.F., Stallard, R.F., Scholl, M.A., Gonzalez, G., and Torres-Sanchez, A.J., 2017, Reassessing rainfall in the Luquillo Mountains, Puerto Rico: Local and global ecohydrological implications: PLOS One 12(7): e0180987, p. 1-26, https://doi.org/10.1371/journal.pone.0180987. That article provides a revised map of mean annual precipitation developed using elevation regression functions and residual interpolation, and that map is presented here in a raster file. Most previous forest- and watershed-wide estimates of precipitation (and evapotranspiration, as inferred by a water balance) have assumed that precipitation increases consistently with elevation in the Luquillo Mountains; therefore, precipitation in leeward Luquillo watersheds has been overestimated by up to 40%.Because the Luquillo Mountains often serve as a wet tropical archetype in global assessments of basic ecohydrological processes, these revised estimates are relevant to regional and global assessments of runoff efficiency, hydrologic effects of reforestation, geomorphic processes, and climate change.
 \ Support for this work was provided by grants BSR-8811902, DEB-9411973, DEB-9705814 , DEB-0080538, DEB-0218039 , DEB-0620910 , DEB-1239764, DEB-1546686, and DEB-1831952 from the National Science Foundation to the University of Puerto Rico as part of the Luquillo Long-Term Ecological Research Program. Additional support provided by the University of Puerto Rico and the International Institute of Tropical Forestry, USDA Forest Service.\
DOI: 10.15468/dl.vejnhv
title: Occurrence Download

description: A dataset containing 116591 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Country is one of (Russian Federation, Sweden, Finland)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tringa erythropus (Pallas, 1764)",
 "Year 2014-2024"
 ]
}

 The dataset includes 116591 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002472-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vn2j6v
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neodiphyus flavovarius (Cresson, 1865)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002488-250402121839773/datasets/export for details.
DOI: 10.15468/dl.wzfu67
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myzus antirrhinii (Macchiati, 1883)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002489-250402121839773/datasets/export for details.
DOI: 10.15468/dl.ag33pt
title: Occurrence Download

description: A dataset containing 854 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "IucnRedListCategory is CR",
 "OccurrenceStatus is Present",
 "StateProvince is British COlumbia",
 "Year 2020-2024"
 ]
}

 The dataset includes 854 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002490-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b3bu46
title: Occurrence Download

description: A dataset containing 126407 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Plantae)",
 "StateProvince is one of (bogotá, d.c., bogota d.c., bogota, district capital, bogotá, bogotá d.c., bogota d. c., bogota, bogota capital district, bogotá capital district, bogota d.c. / cundinamarca, bogota department, bogot-, bogota capital dist., bogotá, distrito capital, bogota market, bogota, distrito capital, bogot·, bogotá capital, bogotá, d.c, bogot, bogot magno, bogot, bogotá d. c., bogotá d.e., bogotá distrito capital)"
 ]
 }
 ]
}

 The dataset includes 126407 records from 144 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002467-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive112717.20251217.10
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive112718.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.