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

description: A dataset containing 236704 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-94.78786 38.93487, -94.47942 38.93487, -94.47942 39.14848, -94.78786 39.14848, -94.78786 38.93487))",
 "Year is greater than or equal to 2010",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 236704 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034187-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.am5cb5
title: Occurrence Download

description: A dataset containing 19749 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Canis lupus Linnaeus, 1758",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 19749 records from 201 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034193-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.47c6nm
title: Occurrence Download

description: A dataset containing 283 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tetraophasis szechenyii Madarász, 1885"
 ]
}

 The dataset includes 283 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034194-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zxsny9
title: Occurrence Download

description: A dataset containing 3545 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ursus arctos Linnaeus, 1758",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 3545 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034196-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.smsrgn
title: Occurrence Download

description: A dataset containing 29645 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-80.98678 -2.256686, -80.83759 -2.256686, -80.83759 -2.183876, -80.98678 -2.183876, -80.98678 -2.256686))",
 "Year is greater than or equal to 2010",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 29645 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034195-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ukpqmn
title: Occurrence Download

description: A dataset containing 7594 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lophophorus impejanus (Latham, 1790)"
 ]
}

 The dataset includes 7594 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034197-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y9gzrv
title: Occurrence Download

description: A dataset containing 148854 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myrica gale L."
 ]
}

 The dataset includes 148854 records from 701 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034192-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fshfrr
title: Occurrence Download

description: A dataset containing 350 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lophophorus sclateri Jerdon, 1870"
 ]
}

 The dataset includes 350 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034198-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9z8f2c
title: Occurrence Download

description: A dataset containing 4880 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-80.78697 -1.01098, -80.66723 -1.01098, -80.66723 -0.9300987, -80.78697 -0.9300987, -80.78697 -1.01098))",
 "Year is greater than or equal to 2010",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 4880 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034199-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d8nd26
title: Occurrence Download

description: A dataset containing 574 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lophophorus lhuysii Geoffroy Saint-A.Hilaire, 1866"
 ]
}

 The dataset includes 574 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034201-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.37q9mb
title: Occurrence Download

description: A dataset containing 717 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tragopan melanocephalus (J.E.Gray, 1829)"
 ]
}

 The dataset includes 717 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034202-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.su4pmp
title: Occurrence Download

description: A dataset containing 360957 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-96.22256 41.15422, -95.89579 41.15422, -95.89579 41.3344, -96.22256 41.3344, -96.22256 41.15422))",
 "Year is greater than or equal to 2010",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 360957 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034200-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/9507590
title: World Weather Repository ( Daily Updating )
DOI: 10.15468/dl.a9f6cq
title: Occurrence Download

description: A dataset containing 2332 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tragopan satyra (Linnaeus, 1758)"
 ]
}

 The dataset includes 2332 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034203-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6rpd78
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Semanotus bifasciatus, Semanotus bifasciatus, Semanotus bifasciatus, Semanotus bifasciatus (Motschulsky, 1875), Semanotus bifasciatus (Motschulsky, 1875), Semanotus bifasciatus (Motschulsky, 1875), Atanycolus initiator (Fabricius 1901), Orthizema semanotae Sheng & Sun 2014, Cunninghamia lanceolata (Lamb.) Hook., Campyloneurus promiscuus Li, Achterberg, and Chen 2020, Atanycolus initiator (Fabricius, 1793), Campyloneurus promiscuus Li, Achterberg & Chen, 2020, Pyemotes zhonghuajia, Pyemotes zhonghuajia Yu, Zhang & He, 2010, Hylotrupes bifasciatus Motschulsky, 1875, Sympiezocera sinensis Gahan, 1888, Hylotrupes bifasciatus Motschulsky, 1875, Sympiezocera sinensis Gahan, 1888)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 24 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034204-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.55w67g
title: Occurrence Download

description: A dataset containing 15750 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-80.49946 -1.091862, -80.42921 -1.091862, -80.42921 -1.01098, -80.49946 -1.01098, -80.49946 -1.091862))",
 "Year is greater than or equal to 2010",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 15750 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034205-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pp7dbb
title: Occurrence Download

description: A dataset containing 1393 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tragopan blythii (Jerdon, 1870)"
 ]
}

 The dataset includes 1393 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034206-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zqmxq4
title: Occurrence Download

description: A dataset containing 14845 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-80.69472 -5.243621, -80.57404 -5.243621, -80.57404 -5.154516, -80.69472 -5.154516, -80.69472 -5.243621))",
 "Year is greater than or equal to 2010",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 14845 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034207-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zjuq3d
title: Occurrence Download

description: A dataset containing 1182 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tragopan temminckii (J.E.Gray, 1831)"
 ]
}

 The dataset includes 1182 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034208-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s5t5sz
title: Occurrence Download

description: A dataset containing 633 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tragopan caboti (Gould, 1857)"
 ]
}

 The dataset includes 633 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034210-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/9507641
title: World Stock Prices ( Daily Updating )
DOI: 10.5281/zenodo.10951792
title: Spatiotemporal distribution of global peatland area during the Holocene

description: The global peatland area dataset comprises netCDF files, which consist of 13 sets of maps showing the global extent of peatlands at a spatial resolution of 0.5° × 0.5°. All maps are provided at 1,000-year time intervals between 12 and 0 ka BP. The peatland area files named “Global_peatland_area_BA_*” were reconstructed using the BA method, and the files named “Global_peatland_area_IDW_*” were reconstructed using the IDW method. The global peatland records included data on location, latitude, longitude, peat type, basal ages, and end ages. The global pollen of Sphagnum  records included latitude, longitude, Sphagnum content, and peat basal and end ages.
DOI: 10.5281/zenodo.10951793
title: Spatiotemporal distribution of global peatland area during the Holocene

description: The global peatland area dataset comprises netCDF files, which consist of 12 sets of maps showing the global extent of peatlands at a spatial resolution of 0.5° × 0.5°. All maps are provided at 1,000-year time intervals between 12 and 1 ka BP. The peatland area files named “Peatland_area_BA_*” was reconstructed using the BA method, and the files named “Peatland_area_IDW_*” was reconstructed using the IDW method. The global peatland records included data on location, latitude, longitude, peat type, basal ages, and end ages. The pollen of Sphagnum  records included latitude, longitude, Sphagnum content, and peat basal and end ages.
DOI: 10.5281/zenodo.13856213
title: Spatiotemporal distribution of global peatland area during the Holocene

description: The global peatland area dataset comprises netCDF files, which consist of 13 sets of maps showing the global extent of peatlands at a spatial resolution of 0.5° × 0.5°. All maps are provided at 1,000-year time intervals between 12 and 0 ka BP. The peatland area files named “Global_peatland_area_BA_*” were reconstructed using the BA method, and the files named “Global_peatland_area_IDW_*” were reconstructed using the IDW method. The global peatland records included data on location, latitude, longitude, peat type, basal ages, and end ages. The global pollen of Sphagnum  records included latitude, longitude, Sphagnum content, and peat basal and end ages.
DOI: 10.15468/dl.ms7twy
title: Occurrence Download

description: A dataset containing 137048 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-80.0261 -2.297137, -79.77707 -2.297137, -79.77707 -2.03826, -80.0261 -2.03826, -80.0261 -2.297137))",
 "Year is greater than or equal to 2010",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 137048 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034209-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.398u9s
title: Occurrence Download

description: A dataset containing 3497 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ithaginis cruentus (Hardwicke, 1821)"
 ]
}

 The dataset includes 3497 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034211-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c6huzx
title: Occurrence Download

description: A dataset containing 2464 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-80.01264 -3.29238, -79.92156 -3.29238, -79.92156 -3.235731, -80.01264 -3.235731, -80.01264 -3.29238))",
 "Year is greater than or equal to 2010",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 2464 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034212-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wmrent
title: Occurrence Download

description: A dataset containing 3233 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Phylloscopus yunnanensis La Touche, 1922"
 ]
}

 The dataset includes 3233 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034213-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dbmk7c
title: Occurrence Download

description: A dataset containing 22148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-79.89835 -6.807878, -79.80403 -6.807878, -79.80403 -6.734894, -79.89835 -6.734894, -79.89835 -6.807878))",
 "Year is greater than or equal to 2010",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 22148 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034214-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bxztq3
title: Occurrence Download

description: A dataset containing 5829 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pucrasia macrolopha (R.Lesson, 1829)"
 ]
}

 The dataset includes 5829 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034215-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.97gbay
title: Occurrence Download

description: A dataset containing 708 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Syrmaticus ellioti (Swinhoe, 1872)"
 ]
}

 The dataset includes 708 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034217-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2htwzu
title: Occurrence Download

description: A dataset containing 1743 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Syrmaticus humiae (Hume, 1881)"
 ]
}

 The dataset includes 1743 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034218-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13856356
title: Hyperspectral Unmixing Dataset of UAV Gathered Blueberry Field Data

description: Hyperspectral Unmixing dataset created from hyperspectral data gathered usign SPECIM push-broom hyperspectral camera mounted on a UAV flying over blueberry fields in Lithuania. Created dataset contains six data classes and linear mixtures from raw data. All data is given in Python Numpy array .npy files. 

To keep the annonimity of data owners only the non georectified data cubes are published.

Dataset includes three hyperpectral data cubes of blueberry fields and Dark reference cube to show camera noise.

Data structure:

cube_1, cube_2, cube_2 and Dark - folder with hyperspectral data.

calibration_data.npy - Data of calibration plates (with 40%, 10% and 5% reflectance values) from hyperspectral flight that were used to conver DN to reflectance.

endmembers.npy - Spectra of siz endmembers (classes) used in the dataset.

cube_x folders include:

class_matrix.npy - Numpy matrix file of hyperspectral image classes (classification results)

raw_data.npy - Hyperspectral cube created from raw camera data (with DN values)

data_cube_3_0.npy and abundances_3_0.npy - Classified and mixed (using slidin window of 3x3 pixels with no overlap) hyperspectral data cube and class abundance matrix. 

endmember_errors.npy - matrix of variation for each of endmembers in the hyperspectral cube (used for evaluation mostly.)

Dark folder:

includes data folder with raw-dark_fl1_20230830_140006_radiance.dat and .hdr ENVI raster data files (library like rasterio for Python can used to read these files). This is the dark (0% reflectance) data cube and header file used in calibration.