cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.6g4zs4
title: Occurrence Download

description: A dataset containing 237 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-86.8182747000000035 33.4801391000000024, -86.8182747000000035 33.4816687400000035, -86.8182747000000035 33.4826156600000004, -86.8182747000000035 33.4837811000000016, -86.8182747000000035 33.4854564199999984, -86.8182747000000035 33.4874231000000009, -86.8163085900000056 33.4874231000000009, -86.8145609599999943 33.4874231000000009, -86.8129589600000031 33.4874231000000009, -86.8118666900000022 33.4874231000000009, -86.8107744200000013 33.4874231000000009, -86.8093180500000017 33.4874231000000009, -86.8073519699999991 33.4874231000000009, -86.8059683999999976 33.4874231000000009, -86.8059683999999976 33.4858934599999998, -86.8059683999999976 33.4850193799999971, -86.8059683999999976 33.4838539400000030, -86.8059683999999976 33.4824699799999976, -86.8059683999999976 33.4817415799999978, -86.8059683999999976 33.4801391000000024, -86.8069878799999941 33.4801391000000024, -86.8082986000000005 33.4801391000000024, -86.8092452399999956 33.4801391000000024, -86.8109928700000069 33.4801391000000024, -86.8128133200000036 33.4801391000000024, -86.8144153199999948 33.4801391000000024, -86.8161629500000060 33.4801391000000024, -86.8182747000000035 33.4801391000000024))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 237 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073394-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.puxxaq
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Salvadora deserticola Schmidt, 1940"
 ]
}

 The dataset includes 124 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045779-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ru8q3
title: Occurrence Download

description: A dataset containing 445166 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Artemisia L.",
 "Year 1702-2020"
 ]
}

 The dataset includes 445166 records from 688 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032003-200613084148143/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.28734509
title: Table 1.docx

description: Characteristics of the most popular indices characterizing the innovation sector of the world economy
DOI: 10.6084/m9.figshare.28734509.v1
title: Table 1.docx

description: Characteristics of the most popular indices characterizing the innovation sector of the world economy
DOI: 10.15468/dl.k543ws
title: Occurrence Download

description: A dataset containing 119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Micrachne obtusiflora (Benth.) P.M.Peterson",
 "Continent is Africa"
 ]
}

 The dataset includes 119 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004769-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h7kbr9
title: Occurrence Download

description: A dataset containing 23987 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhopocichla atriceps (Jerdon, 1839)"
 ]
}

 The dataset includes 23987 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013775-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rfyz7n
title: Occurrence Download

description: A dataset containing 2243 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is one of (South Africa, Namibia, Botswana, Zimbabwe)",
 "OccurrenceStatus is Present",
 "TaxonKey is Panthera pardus pardus"
 ]
}

 The dataset includes 2243 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013777-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kezc9b
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000587-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jskofx
title: Occurrence Download

description: A dataset containing 712432982 species occurrences available in GBIF matching the query:
{ }

 The dataset includes 712432982 records from 15479 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063058-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ckmmf
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Nephelomys auriventer (Thomas, 1899)"
 ]
}

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005963-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ckgg2j
title: Occurrence Download

description: A dataset containing 673725 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-79.6405 28.08534,-80.14118 25.41831,-80.26682 25.18945,-81.00275 24.70033,-81.3443 25.3978,-82.51617 26.59971,-83.76816 26.40941,-83.86832 26.17904,-85.37242 25.33881,-86.93641 22.93267,-86.78329 20.95308,-86.52175 20.05784,-85.79609 18.39917,-84.52617 16.45543,-83.51135 15.06733,-83.77257 11.37003,-81.77324 8.9282,-79.6318 9.71239,-77.64117 8.98852,-76.34424 8.95836,-74.63905 10.92407,-73.37197 11.22155,-72.75507 11.6427,-71.76333 12.44456,-71.18472 12.24258,-71.0997 12.07595,-71.59962 11.42639,-70.75962 11.30056,-70.2733 11.28356,-69.50022 11.60671,-68.54104 11.30199,-68.28938 10.96191,-68.3642 10.75787,-68.17036 10.4756,-67.97651 10.4926,-67.35076 10.56742,-66.2319 10.64904,-66.03125 10.44159,-65.84081 10.22394,-65.3817 10.0675,-64.83077 10.03009,-64.56891 10.11171,-64.20502 10.44499,-64.25943 10.64224,-64.12087 10.62096,-63.86651 10.63484,-63.74627 10.65796,-63.48883 10.64408,-62.50039 10.73203,-62.25066 10.67345,-61.91768 10.67036,-62.84108 10.5085,-62.39972 9.96686,-62.36427 9.86049,-62.24711 10.03006,-61.8463 9.80808,-61.67827 9.76954,-61.53644 9.80962,-61.28797 9.67704,-61.18777 9.56759,-61.05828 9.54755,-60.86558 9.45814,-60.68888 9.19238,-60.64263 9.03976,-60.48806 8.87337,-58.07037 7.7957,-56.55625 12.08045,-56.73114 18.98853,-58.94389 24.52365,-63.19385 28.09812,-67.35937 29.78685,-69.58286 30.34976,-74.27811 29.79054,-75.71406 29.9476,-78.51866 29.4136,-79.6405 28.08534))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d"
 ]
}

 The dataset includes 673725 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005959-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vetqzm
title: Occurrence Download

description: A dataset containing 564172 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is USGS Nonindigenous Aquatic Species database"
 ]
}

 The dataset includes 564172 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005964-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15104113
title: Data for Earth wind-driven formaiton of hematite on the lunar surface

description: This repository includes two data files. The Raman data.xls file contains the calibrated Raman shift (cm-1) data for the un-irradiated and irradiated minerals, including olivine (sheet Ol_O), pyroxene (sheet Py_O), Fe (sheet Fe_O), magnetite (sheet Mag_O), troilite (sheet Tro_O), and ilmenite (sheet Ilm_O). The EELS-Ilm.xls file contains the electron energy spectrum data for two analytical spots on the O-irradiated ilmenite sample.
DOI: 10.5281/zenodo.15104139
title: Data for: Robust Edge Detection for Structural Mapping Beneath the Aristarchus Plateau on the Moon Using Gravity Data
title: Robust Edge Detection for Structural Mapping Beneath the Aristarchus Plateau on the Moon Using Gravity Data

description: Data for: Robust Edge Detection for Structural Mapping Beneath the Aristarchus Plateau on the Moon Using Gravity Data
DOI: 10.5281/zenodo.15104140
title: Data for: Robust Edge Detection for Structural Mapping Beneath the Aristarchus Plateau on the Moon Using Gravity Data
title: Robust Edge Detection for Structural Mapping Beneath the Aristarchus Plateau on the Moon Using Gravity Data

description: Data for: Robust Edge Detection for Structural Mapping Beneath the Aristarchus Plateau on the Moon Using Gravity Data
DOI: 10.15468/dl.3quysk
title: Occurrence Download

description: A dataset containing 6445 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Nonindigenous Aquatic Species (NAS) Database Non-freshwater Specimens"
 ]
}

 The dataset includes 6445 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005968-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8jccgg
title: Occurrence Download

description: A dataset containing 271121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vaccinium uliginosum L."
 ]
}

 The dataset includes 271121 records from 656 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005966-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jeh4n7
title: Occurrence Download

description: A dataset containing 4420357 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 4420357 records from 413 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005965-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15103261
title: Molecular Classification for Phyllodes Tumors Improves Diagnosis and Guides Treatment Decisions

description: This project aims to improve the understanding and management of phyllodes tumors of the breast, which are aggressive and recurrent fibroepithelial neoplasms distinct from breast cancer. Currently, surgical intervention is the primary treatment due to the lack of effective medical therapies, and histopathological diagnosis fails to accurately predict tumor behavior and clinical outcomes. To address this, we established a large cohort of phyllodes tumors and utilized multi-omics data to identify molecular subtypes, aiming to develop precise classifications for prognosis and targeted treatment strategies. Additionally, we created a gene signature classifier and IHC-based markers to define subtypes and predict outcomes. This research seeks to pave the way for precision medicine in phyllodes tumor management, enabling personalized therapeutic approaches for patients.
DOI: 10.5281/zenodo.15103262
title: Molecular Classification for Phyllodes Tumors Improves Diagnosis and Guides Treatment Decisions

description: This project aims to improve the understanding and management of phyllodes tumors of the breast, which are aggressive and recurrent fibroepithelial neoplasms distinct from breast cancer. Currently, surgical intervention is the primary treatment due to the lack of effective medical therapies, and histopathological diagnosis fails to accurately predict tumor behavior and clinical outcomes. To address this, we established a large cohort of phyllodes tumors and utilized multi-omics data to identify molecular subtypes, aiming to develop precise classifications for prognosis and targeted treatment strategies. Additionally, we created a gene signature classifier and IHC-based markers to define subtypes and predict outcomes. This research seeks to pave the way for precision medicine in phyllodes tumor management, enabling personalized therapeutic approaches for patients.
DOI: 10.5281/zenodo.10739598
title: Data for "Stratospheric ozone depletion has contributed to the recent tropical La Niña-like cooling pattern"

description: Ensemble-mean output for CESM1 "ALL" and "xO3S" simulations and "ozone" ("ALL" - "xO3S"). 

Reference: 

Dong et al. (2025) Stratospheric ozone depletion has contributed to the recent tropical La Niña-like cooling pattern. 

npj Climate and Atmospheric Science

DOI : 10.1038/s41612-025-01020-0
DOI: 10.5281/zenodo.10739599
title: Data for "Stratospheric ozone depletion has contributed to the recent tropical La Niña-like cooling pattern"

description: Ensemble-mean output for CESM1 "ALL" and "xO3S" simulations and "ozone" ("ALL" - "xO3S"). 

Reference: 

Dong et al. (2025) Stratospheric ozone depletion has contributed to the recent tropical La Niña-like cooling pattern. 

npj Climate and Atmospheric Science

DOI : 10.1038/s41612-025-01020-0
DOI: 10.15468/dl.9pvtp6
title: Occurrence Download

description: A dataset containing 13004 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.05762 5.44943,-74.80555 4.80725,-74.9345 3.83,-74.14789 3.72706,-73.28125 4.35736,-73.46178 4.96143,-74.05762 5.44943))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ascomycota"
 ]
}

 The dataset includes 13004 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005969-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dpqecb
title: Occurrence Download

description: A dataset containing 13004 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.05762 5.44943,-74.80555 4.80725,-74.9345 3.83,-74.14789 3.72706,-73.28125 4.35736,-73.46178 4.96143,-74.05762 5.44943))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ascomycota"
 ]
}

 The dataset includes 13004 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005970-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kmwrnd
title: Occurrence Download

description: A dataset containing 423806 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2025-01-31",
 "EventDate is less than or equal to 2025-03-02",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 423806 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005967-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hgphey
title: Occurrence Download

description: A dataset containing 2219 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vanilla planifolia Andrews"
 ]
}

 The dataset includes 2219 records from 222 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005971-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13329631
title: A GIS-based layer of the soil map of Israel – Ravikovitch (1969)

description: Background

The soil map of Israel was first published by Rabinovitch et al. in 1969. It was a massive work that took place 5 years. The map was published in a printed format at a 1:250,000 scale. Until now, a digital version of this map was not available. Accordingly, we carefully digitized the soil map of Rabinovitch and provided the map herein.

 

Materials and Methods

This dataset contains georeferenced raster layers of the soil map (1:250,000) of Israel published by Ravikovitch (1969). The georectification was done using control points located on the borders of Israel. With this information, it was possible to create polygons over the georeferenced raster layers. This was done using the editing tool of ArcGIS 10.3. For each polygon we assigned the same classification provided by Ravikovitch (1969). Once all the polygons were created, topological corrections were applied using the method of Longley et al., (2015) in order to rectify possible inaccuracies in the digitation. To this end, we used the topology tool of ArcGIS 10.3 applying two rules:



polygons must not have gaps

polygons must not overlap.


Following these corrections, the polygons were re-evaluated and further edited where necessary to improve accuracy.

This publication contains:



the northern and the southern sections of the Israel map of soils after the georectification in geotif format

the final product of the cartographic edition of the Israel map of soils in shapefile format


Please, if you are going to make use of this map, refer to this work:

Francos, N., Karasik, E., Myers, M., Ben-Dor, E., 2025. Soil type classification using Landsat 8: a comparison between the USDA and a local system in Israel. International Soil and Water Conservation Research. https://doi.org/10.1016/j.iswcr.2025.03.001
DOI: 10.5281/zenodo.7794475
title: A GIS-based layer of the soil map of Israel – Ravikovitch (1969)

description: Background

The soil map of Israel was first published by Rabinovitch et al. in 1969. It was a massive work that took place 5 years. The map was published in a printed format at a 1:250,000 scale. Until now, a digital version of this map was not available. Accordingly, we carefully digitized the soil map of Rabinovitch and provided the map herein.

 

Materials and Methods

This dataset contains georeferenced raster layers of the soil map (1:250,000) of Israel published by Ravikovitch (1969). The georectification was done using control points located on the borders of Israel. With this information, it was possible to create polygons over the georeferenced raster layers. This was done using the editing tool of ArcGIS 10.3. For each polygon we assigned the same classification provided by Ravikovitch (1969). Once all the polygons were created, topological corrections were applied using the method of Longley et al., (2015) in order to rectify possible inaccuracies in the digitation. To this end, we used the topology tool of ArcGIS 10.3 applying two rules:



polygons must not have gaps

polygons must not overlap.


Following these corrections, the polygons were re-evaluated and further edited where necessary to improve accuracy.

This publication contains:



the northern and the southern sections of the Israel map of soils after the georectification in geotif format

the final product of the cartographic edition of the Israel map of soils in shapefile format


Please, if you are going to make use of this map, refer to this work:

Francos, N., Karasik, E., Myers, M., Ben-Dor, E., 2025. Soil type classification using Landsat 8: a comparison between the USDA and a local system in Israel. International Soil and Water Conservation Research. https://doi.org/10.1016/j.iswcr.2025.03.001
DOI: 10.5281/zenodo.7794476
title: A GIS-based layer of the soil map of Israel – Ravikovitch (1969)

description: <strong>Background</strong> The soil map of Israel was first published by Rabinovitch et al. in 1969. It was a massive work that took place 5 years. The map was published in a printed format at a 1:250,000 scale. Until now, a digital version of this map was not available. Accordingly, we carefully digitized the soil map of Rabinovitch and provided the map herein. <strong>Materials and Methods</strong> This dataset contains georeferenced raster layers of the soil map (1:250,00) of Israel published by Ravikovitch (1969). The georectification was done using control points located on the borders of Israel. With this information, it was possible to create polygons over the georeferenced raster layers. This was done using the editing tool of ArcGIS 10.3. For each polygon we assigned the same classification provided by Ravikovitch (1969). Once all the polygons were created, topological corrections were applied using the method of Longley et al., (2015) in order to rectify possible inaccuracies in the digitation. To this end, we used the topology tool of ArcGIS 10.3 applying two rules: polygons must not have gaps polygons must not overlap. This publication contains: the northern and the southern sections of the Israel map of soils after the georectification in geotiff format the final product of the cartographic edition of the Israel map of soils in shapefile format a PDF map showing the shapefile layer over the original map after georectification Please, if you are going to make use of this map, cite this publication properly. <strong>References</strong> Longley, P. A., Goodchild, M. F., Maguire, D. J., & Rhind, D. W. (2015). Geographic information science and systems. John Wiley & Sons. Ravikovitch, S. (1969) Manual and Map of Soils of Israel; The Magnes Press, The Hebrew University: Jerusalem, Israel.
description: {"references": ["Longley, P. A., Goodchild, M. F., Maguire, D. J., & Rhind, D. W. (2015). Geographic information science and systems. John Wiley & Sons.", "Ravikovitch, S. (1969) Manual and Map of Soils of Israel; The Magnes Press, The Hebrew University: Jerusalem, Israel."]}