cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.gynjp4
title: Occurrence Download

description: A dataset containing 29572462 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 29572462 records from 8632 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018681-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c2rmfh
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Juncus ramboi subsp. colombianus Balslev"
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037333-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.esapqg
title: Occurrence Download

description: A dataset containing 3242 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coeligena R.Lesson, 1833",
 "HasCoordinate is true",
 "Country is one of (Colombia, Venezuela (Bolivarian Republic of), Peru, Ecuador, Bolivia (Plurinational State of))",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 3242 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037330-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kjw343
title: Occurrence Download

description: A dataset containing 279 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-88.32122 13.52296,-87.69922 13.52296,-87.69922 14.00956,-88.32122 14.00956,-88.32122 13.52296))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Squamata"
 ]
}

 The dataset includes 279 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037331-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7v97bn
title: Occurrence Download

description: A dataset containing 37758 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-88.32122 13.52296,-87.69922 13.52296,-87.69922 14.00956,-88.32122 14.00956,-88.32122 13.52296))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 37758 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037329-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.emkafa
title: Occurrence Download

description: A dataset containing 405467 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((9.34624 43.69032,11.14556 43.69032,11.14556 44.68651,9.34624 44.68651,9.34624 43.69032))"
 ]
}

 The dataset includes 405467 records from 378 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037282-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6tg8zh
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Juncus ramboi subsp. colombianus Balslev"
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037335-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uh8g7j
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Unomia stolonifera (Gohar, 1938)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 30 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037334-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13852127
title: OEMC Hackathon 2023: Global FAPAR Modeling Dataset (including raster data)

description: Dataset organized by the Open-Earth-Monitor (OEMC) project within the context of Hackathon 2023.


The dataset contains monthly mean FAPAR values aggregated by each ground station. FAPAR represents the fraction of the incoming (photosynthetic active) radiation that is absorbed by vegetation, and is given in the range 0-1. It is a measure of vegetation health and ecosystem functioning, and a key parameter in light use efficiency models that model primary productivity.


For each monthly FAPAR value, a set of covariates / features were extracted from 32 raster spatial layers, including including satellite (spectral bands and indices) and temperature images (land surface temperature), climate images (precipitation) and digital terrain model (slope and elevation). The features are organized by columns, unique data points in time are identified by the sample_id column, and data points points belonging to the same location are identified by station_number.


Column names:



	
sample_id: unique identifier of datapoint
	
station: ground station number
	
fapar: monthly mean FAPAR
	
month: month of measurement
	
modis_{..}: NDVI, EVI, reflectance bands 1 (red), 2 (near-infrared), 3 (blue), and 7 (mid-infrared) based on MOD13Q1
	
modis_lst_day_p{..}: Land surface temperatures daytime of percentiles 5th, 50th and 95th based on MOD11A2
	
modis_lst_night_p{..}: Land surface temperatures nighttime of percentiles 5th, 50th and 95th based on MOD11A2
	
wv_yearly_p{..}: Water vapour aggregated yearly by percentiles 25th, 50th and 75th based on derived from MCD19A2
	
wv_monthly_lt_p{..}: Water vapour aggregated long-term monthly by percentiles 25th, 50th and 75th based on MCD19A2
	
wv_monthly_lt_sd: Water vapour aggregated long-term monthly standard deviation based on MCD19A2
	
wv_monthly_ts_raw: Water vapour monthly time series based on MCD19A2
	
wv_monthly_ts_smooth: Water vapour monthly time series smoothed using the Whittaker method based on MCD19A2
	
accum_pr_monthly: Monthly accumulated precipitation based on CHELSA timeseries
	
dtm_{..}: Several DTM derivatives (Elevation, Slope, aspect (sine, cosine), curvature (up- and downslope), openness (negative, positive), compound topographic index (cti), valley bottom flatness (vbf)) based on MERIT DEM



Files



	
train.csv: Training set with 3,461 rows and 36 columns, including sample id (sample_id - index column), ground station (station), reference month (month), measured FAPAR (fapar), and 32 features / covariates
	
test.csv: Test set with 4,939 rows and 34 columns, including sample id (sample_id - index column), ground station (station), reference month (month) and 32 features / covariates
	
sample_submission.csv: a sample submission file with 4,939 rows and 2 columns, including sample id (sample_id - index column) and measured FAPAR (fapar)
description: More information about the hackathon in https://www.kaggle.com/competitions/oemc-hackathon-global-fapar-modeling/overview
DOI: 10.5281/zenodo.13874505
title: OEMC Hackathon 2023: Global FAPAR Modeling Dataset (including raster data)

description: Dataset organized by the Open-Earth-Monitor (OEMC) project within the context of Hackathon 2023.


The dataset contains monthly mean FAPAR values aggregated by each ground station. FAPAR represents the fraction of the incoming (photosynthetic active) radiation that is absorbed by vegetation, and is given in the range 0-1. It is a measure of vegetation health and ecosystem functioning, and a key parameter in light use efficiency models that model primary productivity.


For each monthly FAPAR value, a set of covariates / features were extracted from 32 raster spatial layers, including including satellite (spectral bands and indices) and temperature images (land surface temperature), climate images (precipitation) and digital terrain model (slope and elevation). The features are organized by columns, unique data points in time are identified by the sample_id column, and data points points belonging to the same location are identified by station_number.


Column names:



	
sample_id: unique identifier of datapoint
	
station: ground station number
	
fapar: monthly mean FAPAR
	
month: month of measurement
	
modis_{..}: NDVI, EVI, reflectance bands 1 (red), 2 (near-infrared), 3 (blue), and 7 (mid-infrared) based on MOD13Q1
	
modis_lst_day_p{..}: Land surface temperatures daytime of percentiles 5th, 50th and 95th based on MOD11A2
	
modis_lst_night_p{..}: Land surface temperatures nighttime of percentiles 5th, 50th and 95th based on MOD11A2
	
wv_yearly_p{..}: Water vapour aggregated yearly by percentiles 25th, 50th and 75th based on derived from MCD19A2
	
wv_monthly_lt_p{..}: Water vapour aggregated long-term monthly by percentiles 25th, 50th and 75th based on MCD19A2
	
wv_monthly_lt_sd: Water vapour aggregated long-term monthly standard deviation based on MCD19A2
	
wv_monthly_ts_raw: Water vapour monthly time series based on MCD19A2
	
wv_monthly_ts_smooth: Water vapour monthly time series smoothed using the Whittaker method based on MCD19A2
	
accum_pr_monthly: Monthly accumulated precipitation based on CHELSA timeseries
	
dtm_{..}: Several DTM derivatives (Elevation, Slope, aspect (sine, cosine), curvature (up- and downslope), openness (negative, positive), compound topographic index (cti), valley bottom flatness (vbf)) based on MERIT DEM



Files



	
train.csv: Training set with 3,461 rows and 36 columns, including sample id (sample_id - index column), ground station (station), reference month (month), measured FAPAR (fapar), and 32 features / covariates
	
test.csv: Test set with 4,939 rows and 34 columns, including sample id (sample_id - index column), ground station (station), reference month (month) and 32 features / covariates
	
sample_submission.csv: a sample submission file with 4,939 rows and 2 columns, including sample id (sample_id - index column) and measured FAPAR (fapar)
description: More information about the hackathon in https://www.kaggle.com/competitions/oemc-hackathon-global-fapar-modeling/overview
DOI: 10.5281/zenodo.8306612
title: OEMC Hackathon 2023: Global FAPAR Modeling Dataset (including raster data)

description: Dataset organized by the Open-Earth-Monitor (OEMC) project within the context of Hackathon 2023.


The dataset contains monthly mean FAPAR values aggregated by each ground station. FAPAR represents the fraction of the incoming (photosynthetic active) radiation that is absorbed by vegetation, and is given in the range 0-1. It is a measure of vegetation health and ecosystem functioning, and a key parameter in light use efficiency models that model primary productivity.


For each monthly FAPAR value, a set of covariates / features were extracted from 32 raster spatial layers, including including satellite (spectral bands and indices) and temperature images (land surface temperature), climate images (precipitation) and digital terrain model (slope and elevation). The features are organized by columns, unique data points in time are identified by the sample_id column, and data points points belonging to the same location are identified by station_number.


Column names:



	
sample_id: unique identifier of datapoint
	
station: ground station number
	
fapar: monthly mean FAPAR
	
month: month of measurement
	
modis_{..}: NDVI, EVI, reflectance bands 1 (red), 2 (near-infrared), 3 (blue), and 7 (mid-infrared) based on MOD13Q1
	
modis_lst_day_p{..}: Land surface temperatures daytime of percentiles 5th, 50th and 95th based on MOD11A2
	
modis_lst_night_p{..}: Land surface temperatures nighttime of percentiles 5th, 50th and 95th based on MOD11A2
	
wv_yearly_p{..}: Water vapour aggregated yearly by percentiles 25th, 50th and 75th based on derived from MCD19A2
	
wv_monthly_lt_p{..}: Water vapour aggregated long-term monthly by percentiles 25th, 50th and 75th based on MCD19A2
	
wv_monthly_lt_sd: Water vapour aggregated long-term monthly standard deviation based on MCD19A2
	
wv_monthly_ts_raw: Water vapour monthly time series based on MCD19A2
	
wv_monthly_ts_smooth: Water vapour monthly time series smoothed using the Whittaker method based on MCD19A2
	
accum_pr_monthly: Monthly accumulated precipitation based on CHELSA timeseries
	
dtm_{..}: Several DTM derivatives (Elevation, Slope, aspect (sine, cosine), curvature (up- and downslope), openness (negative, positive), compound topographic index (cti), valley bottom flatness (vbf)) based on MERIT DEM



Files



	
train.csv: Training set with 3,461 rows and 36 columns, including sample id (sample_id - index column), ground station (station), reference month (month), measured FAPAR (fapar), and 32 features / covariates
	
test.csv: Test set with 4,939 rows and 34 columns, including sample id (sample_id - index column), ground station (station), reference month (month) and 32 features / covariates
	
sample_submission.csv: a sample submission file with 4,939 rows and 2 columns, including sample id (sample_id - index column) and measured FAPAR (fapar)
description: More information about the hackathon in https://www.kaggle.com/competitions/oemc-hackathon-global-fapar-modeling/overview
DOI: 10.6084/m9.figshare.27146589
title: Dataset-FNTiv-apnea-vagal role.xlsx

description: Intravenous bolus injection of fentanyl triggers an immediate apnea, results in this study reveal that this fentanyl injection concurrently triggers an immediate central and upper airway obstructive apnea associated with chest wall rigidity via activating vagal sensory C-fibers.
DOI: 10.6084/m9.figshare.27146589.v1
title: Dataset-FNTiv-apnea-vagal role.xlsx

description: Intravenous bolus injection of fentanyl triggers an immediate apnea, results in this study reveal that this fentanyl injection concurrently triggers an immediate central and upper airway obstructive apnea associated with chest wall rigidity via activating vagal sensory C-fibers.
DOI: 10.15468/dl.2pw3qw
title: Occurrence Download

description: A dataset containing 100556 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Betula nana L."
 ]
}

 The dataset includes 100556 records from 391 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037283-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jay64r
title: Occurrence Download

description: A dataset containing 1299 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Biodiversidad de Datura (Solanaceae) en México"
 ]
}

 The dataset includes 1299 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037344-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d6xn6m
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Marmosidae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 27 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037341-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.umeyfu
title: Occurrence Download

description: A dataset containing 2106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-110.94458 -54.97056,-26.05542 -54.97056,-26.05542 -21.02944,-110.94458 -21.02944,-110.94458 -54.97056))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Larrea ameghinoi Speg., Larrea cuneifolia Cav., Larrea divaricata Cav., Larrea nitida Cav.)"
 ]
}

 The dataset includes 2106 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037339-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.47p6cy
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Peradectidae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 42 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037343-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kkrutf
title: Occurrence Download

description: A dataset containing 1712 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Eriocoma occidentalis (Thurb. ex S.Watson) Romasch.)",
 "Geometry POLYGON((-180 15, -40 15, -20 90, -180 90, -180 15))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1948",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1712 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037338-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xyv4ge
title: Occurrence Download

description: A dataset containing 529045 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Betula pubescens Ehrh., Betula papyrifera Marshall)"
 ]
}

 The dataset includes 529045 records from 1393 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037286-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/4ks-j51-l78
title: Aphomia sociella (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/dam-avq-3vn
title: Oligia latruncula ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ewy-822-3sh
title: Conistra (Dasycampa) rubiginea ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/lfe-2kh-jc3
title: Vanessa cardui (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wn8-4x9-m7t
title: Autographa Hübner, 1821

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/8zq-qw8-le6
title: Leucania (Leucania) obsoleta Hübner

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/mq9-3q2-tgj
title: Trichosea ludifica (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/q7j-50p-xql
title: Crypsedra gemmea Treitschke, 1825

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/kw8-f8r-n73
title: Lycaena virgaureae (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ar7-z7x-5md
title: Vanessa cardui (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/76v-wy0-c8h
title: Lygephila (Lygephila) pastinum Treitschke, 1826

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/pfa-9ej-j46
title: Conistra (Dasycampa) rubiginea ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5vs-dt6-nz7
title: Autographa bractea ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/2tx-b7y-zv9
title: Oligia latruncula ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jsl-8j4-27j
title: Aphomia sociella (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/8te-qc6-hwh
title: Aphomia sociella (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/jsv-185-tq5
title: Oligia latruncula ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/js8-rc0-bws
title: Elophila nymphaeata Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/mxt-r28-qqb
title: Conistra (Dasycampa) rubiginea ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/3cs-qf6-ky0
title: Autographa Hübner, 1821

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wc6-aml-0nj
title: Autographa bractea ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fbg-9pq-lgm
title: Manulea (Manulea) complana (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/af9-e7j-c2j
title: Oligia latruncula ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/fbr-3zz-6z6
title: Lycophotia porphyrea [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/4sr-cyc-49n
title: Ptilodon capucina (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/vf4-p4q-bk5
title: Lycophotia porphyrea [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/da4-7mk-41e
title: Lygephila (Lygephila) pastinum Treitschke, 1826

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/1cx-nxx-789
title: Conistra (Dasycampa) rubiginea ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/awy-y7c-073
title: Lygephila (Lygephila) pastinum Treitschke, 1826

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/4hk-jq0-880
title: Scoliopteryx libatrix (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ttc-dv9-lvn
title: Orthosia (Cororthosia) gracilis [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/13n-jca-9rx
title: Diloba caeruleocephala (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.