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

description: A dataset containing 430 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Ceratophrys stolzmanni Steindachner, 1882"
 ]
}

 The dataset includes 430 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118000-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gfqefe
title: Occurrence Download

description: A dataset containing 3974 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kinosternon leucostomum (Duméril, Bibron & Duméril, 1851)"
 ]
}

 The dataset includes 3974 records from 141 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118001-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rd2be4
title: Occurrence Download

description: A dataset containing 2530 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptodactylus savagei Heyer, 2005"
 ]
}

 The dataset includes 2530 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118002-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uh54me
title: Occurrence Download

description: A dataset containing 5960 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptodeira annulata (Linnaeus, 1758)"
 ]
}

 The dataset includes 5960 records from 232 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118003-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.22h8qa
title: Occurrence Download

description: A dataset containing 1160 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Micrurus dumerilii Jan, 1858"
 ]
}

 The dataset includes 1160 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118005-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9c26qm
title: Occurrence Download

description: A dataset containing 822 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Harpia harpyja (Linnaeus, 1758)"
 ]
}

 The dataset includes 822 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118006-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/jjv5-qg20
title: GOOSE Secure

description: Currently, cybersecurity in digital substations is a topic of wide interest for companies and the academic community, which demands for its study the analysis of datasets (i.e., traffic collected during the operation of a substation). However, generating datasets from operational electrical systems presents certain limitations: 1) The generation of these datasets generally implies the operation under controlled or ideal conditions, disregarding the dynamics of real-world operations within a digital electrical substation; and 2) captured data often contains sensitive information, posing challenges for publication within the research community. This dataset development for cybersecurity research, focusing on the analysis of GOOSE spoofing attacks, given the critical role of GOOSE protocol in executing operational and control actions within digital substations. The dataset exposes the effectiveness of the attack by executing unwanted maneuvers or actions under various operational conditions, including both stable electrical system scenarios and situations where failures are present in the electrical system. The dataset was acquired from a laboratory testbed developed within a physical infrastructure that emulates the actual operation of a digital substation with two bays. It includes control and protection devices like IEDs and GPS time servers, all interconnected by an Ethernet switch.
DOI: 10.15468/dl.ayb9fg
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Myrmecophaga tridactyla Linnaeus, 1758"
 ]
}

 The dataset includes 73 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118008-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4h347f
title: Occurrence Download

description: A dataset containing 1130 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pristimantis gaigei (Dunn, 1931)"
 ]
}

 The dataset includes 1130 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118007-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nc64pc
title: Occurrence Download

description: A dataset containing 4810 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhaebo haematiticus (Cope, 1862)"
 ]
}

 The dataset includes 4810 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118009-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ncqm2
title: Occurrence Download

description: A dataset containing 318 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhinella sternosignata (Günther, 1858)"
 ]
}

 The dataset includes 318 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118010-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gzn2nn
title: Occurrence Download

description: A dataset containing 18061 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhinella horribilis (Wiegmann, 1833)"
 ]
}

 The dataset includes 18061 records from 216 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118011-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uybet2
title: Occurrence Download

description: A dataset containing 851 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chaetocercus berlepschi Simon, 1889"
 ]
}

 The dataset includes 851 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118012-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9xzafy
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Perymenium jelskii (Hieron.) S.F.Blake"
 ]
}

 The dataset includes 55 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118014-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ahwhmq
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhinobothrium bovallii Andersson, 1916"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118013-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8mtnf2
title: Occurrence Download

description: A dataset containing 849 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Chaetocercus berlepschi Simon, 1889"
 ]
}

 The dataset includes 849 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118016-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sh8dyf
title: Occurrence Download

description: A dataset containing 2342 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lynx pardinus (Temminck, 1827)"
 ]
}

 The dataset includes 2342 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118015-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3psuk9
title: Occurrence Download

description: A dataset containing 170 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Priodontes maximus (Kerr, 1792)"
 ]
}

 The dataset includes 170 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118017-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ah528e
title: Occurrence Download

description: A dataset containing 2391 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-113.46809 37.92204,-108.1537 37.92204,-108.1537 44.37848,-113.46809 44.37848,-113.46809 37.92204))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Alces alces (Linnaeus, 1758), Ursus americanus Pallas, 1780)"
 ]
}

 The dataset includes 2391 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118019-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d3fscx
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Geranium ecuadoriense Hieron."
 ]
}

 The dataset includes 74 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118021-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xh7rjv
title: Occurrence Download

description: A dataset containing 164 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "OccurrenceStatus is Present",
 "TaxonKey is Priodontes maximus (Kerr, 1792)",
 "Year 2000-2024"
 ]
}

 The dataset includes 164 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118022-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tjbg2v
title: Occurrence Download

description: A dataset containing 514 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Eriocnemis nigrivestis (Bourcier & Mulsant, 1852)"
 ]
}

 The dataset includes 514 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118024-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xqwn6p
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "TaxonKey is Ficus longifolia Schott",
 "Year 1979-2024"
 ]
}

 The dataset includes 57 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118025-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jkndm4
title: Occurrence Download

description: A dataset containing 2865 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Ara militaris (Linnaeus, 1766)"
 ]
}

 The dataset includes 2865 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118026-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10871163
title: Mapping sugarcane globally at 10 m resolution using GEDI and Sentinel-2

description: Dataset Abstract:Sugarcane is an important source of food, biofuel, and farmer income in many countries. At the same time, sugarcane is implicated in many social and environmental challenges, including water scarcity and nutrient pollution. Currently, few of the top sugar-producing countries generate reliable maps of where sugarcane is cultivated. To fill this gap, we introduce a dataset of detailed sugarcane maps for the top 13 producing countries in the world, comprising nearly 90% of global production. Maps were generated for the 2019-2022 period by combining data from the Global Ecosystem Dynamics Investigation (GEDI) and Sentinel-2 (S2). GEDI data were used to provide training data on where tall and short crops were growing each month, while S2 features were used to map tall crops for all cropland pixels each month. Sugarcane was then identified by leveraging the fact that sugar is typically the only tall crop growing for a substantial fraction of time during the study period. Comparisons with field data, pre-existing maps, and official government statistics all indicated high precision and recall of our maps. Agreement with field data at the pixel level exceeded 80% in most countries, and sub-national sugarcane areas from our maps were consistent with government statistics. Exceptions appeared mainly due to problems in underlying cropland masks, or to under-reporting of sugarcane area by governments. The final maps should be useful in studying the various impacts of sugarcane cultivation and producing maps of related outcomes such as sugarcane yields.

USAGE: Users must mask the provided sugarcane map with the most appropriate crop mask from the ones provided. If none of the provided crop masks are suitable, users can use an external crop mask instead.

Validation results for the sugarcane maps are detailed in Section 4.3 of the paper. For Indonesia and Guatemala, no field-level data or raster datasets were available for validation of our sugarcane maps.

Dataset: 5 bandsb1: Number of tall monthsb2: Sugarcane Map: 0 = non-sugarcane, 1 = sugarcaneb3: ESA crop mask: 0 = non-cropland, 1 = croplandb4: ESRI crop mask: 0 = non-cropland, 1 = croplandb5: GLAD crop mask: 0 = non-cropland, 1 = cropland

 

The dataset can be accessed on Google Earth Engine (GEE) at https://code.earthengine.google.com/?asset=projects/lobell-lab/gedi_sugarcane/maps/imgColl_10m_ESAESRIGLADExample GEE script for visualizing and masking the sugarcane maps by country available at:https://code.earthengine.google.com/545a87ce9bc29f2b5ad180955d974f8c?asset=projects%2fl Bell-lab%2Fgedi_sugarcane%2 Maps%2FimgColl_10m_ESAESRIGLAD
DOI: 10.5281/zenodo.10871164
title: Mapping sugarcane globally at 10 m resolution using GEDI and Sentinel-2

description: Dataset Abstract:Sugarcane is an important source of food, biofuel, and farmer income in many countries. At the same time, sugarcane is implicated in many social and environmental challenges, including water scarcity and nutrient pollution. Currently, few of the top sugar-producing countries generate reliable maps of where sugarcane is cultivated. To fill this gap, we introduce a dataset of detailed sugarcane maps for the top 13 producing countries in the world, comprising nearly 90% of global production. Maps were generated for the 2019-2022 period by combining data from the Global Ecosystem Dynamics Investigation (GEDI) and Sentinel-2 (S2). GEDI data were used to provide training data on where tall and short crops were growing each month, while S2 features were used to map tall crops for all cropland pixels each month. Sugarcane was then identified by leveraging the fact that sugar is typically the only tall crop growing for a substantial fraction of time during the study period. Comparisons with field data, pre-existing maps, and official government statistics all indicated high precision and recall of our maps. Agreement with field data at the pixel level exceeded 80% in most countries, and sub-national sugarcane areas from our maps were consistent with government statistics. Exceptions appeared mainly due to problems in underlying cropland masks, or to under-reporting of sugarcane area by governments. The final maps should be useful in studying the various impacts of sugarcane cultivation and producing maps of related outcomes such as sugarcane yields.

USAGE: Users must mask the provided sugarcane map with the most appropriate crop mask from the ones provided. If none of the provided crop masks are suitable, users can use an external crop mask instead.

Validation results for the sugarcane maps are detailed in Section 4.3 of the paper. For Indonesia and Guatemala, no field-level data or raster datasets were available for validation of our sugarcane maps.

Dataset: 5 bandsb1: Number of tall monthsb2: Sugarcane Map: 0 = non-sugarcane, 1 = sugarcaneb3: ESA crop mask: 0 = non-cropland, 1 = croplandb4: ESRI crop mask: 0 = non-cropland, 1 = croplandb5: GLAD crop mask: 0 = non-cropland, 1 = cropland

 

The dataset can be accessed on Google Earth Engine (GEE) at https://code.earthengine.google.com/?asset=projects/lobell-lab/gedi_sugarcane/maps/imgColl_10m_ESAESRIGLADExample GEE script for visualizing and masking the sugarcane maps by country available at:https://code.earthengine.google.com/545a87ce9bc29f2b5ad180955d974f8c?asset=projects%2fl Bell-lab%2Fgedi_sugarcane%2 Maps%2FimgColl_10m_ESAESRIGLAD
DOI: 10.15468/dl.n7pm25
title: Occurrence Download

description: A dataset containing 9590 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Vultur gryphus Linnaeus, 1758"
 ]
}

 The dataset includes 9590 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118028-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bt75ex
title: Occurrence Download

description: A dataset containing 1009 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Biodiversidad fitoplanctónica de cenotes: Patrones espaciales y temporales"
 ]
}

 The dataset includes 1009 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118029-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zfkhdw
title: Occurrence Download

description: A dataset containing 343 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Handroanthus chrysanthus (Jacq.) S.O.Grose"
 ]
}

 The dataset includes 343 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118032-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vur4a2
title: Occurrence Download

description: A dataset containing 2880 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (North America, South America)",
 "TaxonKey is Ficus luschnathiana (Miq.) Miq.",
 "Year 1979-2024"
 ]
}

 The dataset includes 2880 records from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0118030-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6t76yw
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Notholaena inaequalis Kunze"
 ]
}

 The dataset includes 110 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114519-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c3g7gx
title: Occurrence Download

description: A dataset containing 335 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Year 1950-2018",
 "HasCoordinate is true",
 "TaxonKey is Ursus arctos horribilis Ord, 1815",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 335 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014024-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zxpfc5
title: Occurrence Download

description: A dataset containing 1404 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "Geometry POLYGON((-10.88270 40.96041,14.12218 40.96041,14.12218 50.95797,-10.88270 50.95797,-10.88270 40.96041))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Campylopus introflexus (Hedw.) Brid."
 ]
}

 The dataset includes 1404 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114500-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.taxvve
title: Occurrence Download

description: A dataset containing 261110 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ochlodes sylvanus (Esper, 1777)"
 ]
}

 The dataset includes 261110 records from 161 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014025-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zzp9vs
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-92.70813 18.80232,-92.60376 18.70869,-92.62573 18.58378,-92.05994 18.65665,-91.84021 18.37538,-91.46118 18.41708,-90.64819 19.41479,-90.41199 20.40642,-90.78003 20.57108,-92.62573 18.91668,-92.70813 18.80232))",
 "HasGeospatialIssue is false",
 "TaxonKey is Thalassia testudinum Banks & Sol. ex K.D.Koenig"
 ]
}

 The dataset includes 39 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114525-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.