cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.12684305
title: Arctic sea ice concentration data record in 6.25 km polar stereographic grid from three-year Landsat-8 imagery

description: This dataset consists of true-like sea ice concentration (SIC) data records over the Arctic Ocean, which was derived from the 30 m resolution imagery from the Operational Land Imager (OLI) onboard Landsat-8. Each SIC map are given in a 6.25 km polar stereographic grid, and are catalogued into one of the twelve sub-regions (Baffin Bay and Labarador Seas, Barents Sea, Beaufort Sea, Bering Sea, Canadian Archipelago, Central Arctic, Chukchi Sea,  East Greenland Sea, East Siberian Sea, Hudson Bay, Kara Sea, Laptev Sea) of the Arctic Ocean. This dataset also contains the number of Landsat-8 pixels used in the calculation of each SIC values, the land-sea-coastal mask, and the sub-region mask.

The naming convention for the files are "sic_landsat08_YYYYMMDD_PPPRRR.nc" following:



YYYYMMDD: Date of Landsat-8 scene

PPPRRR: Landsat-8 orbit location in reference to the Worldwide Reference System-2


The dataset is in netCDF format and is compliant with the CF 1.8 and ACDD 1.3 convention for netCDF files. The description of the variables along with some key global attributes of the data are provide below.




Global Attribute
Meaning
 Attributes


title
Title of the dataset
 


sub_region
Name of the sub-region for each dataset
 


cloud_contamination_category
Assessed cloud contamination category of the dataset


C1: underestimated cloud cover

C2: overestimated cloud cover

C3: correctly estimated cloud cover for cloudy sky

C4: correctly estimated cloud cover for clear sky 



source_name
Original name of the Landsat-8 level 1 collection 2 dataset
 


Variable Name
Meaning
Attributes


time
Reference time of satellite image
seconds since 1981-01-01 00:00:00Z


lon
Longitude
_FillValue : -999


lat
Latitude
_FillValue : -999


X
x coordinate of projection
 


Y
y coordinate of projection
 


sea_ice_concentration
Estimated fractional sea ice area from Landsat-8 measurements
_FillValue : -999


sample_size
Number of Landsat-8 pixels used to estimate the sea ice concentration
_FillValue : -999


land_sea_coastal_mask
Land/Sea/Coastal Flag
[Sea, Coast, Land] = [0, 1, 2]


sub_region_mask
Sub-region Flag
[inside_sub_region, outside_sub_region] = [0, 1]
DOI: 10.18419/darus-1124/208
title: 00009411.JPG.mask.png

description: :unav
DOI: 10.5281/zenodo.10973297
title: Arctic sea ice concentration data record in 6.25 km polar stereographic grid from three-year Landsat-8 imagery

description: This dataset consists of true-like sea ice concentration (SIC) data records over the Arctic Ocean, which was derived from the 30 m resolution imagery from the Operational Land Imager (OLI) onboard Landsat-8. Each SIC map are given in a 6.25 km polar stereographic grid, and are catalogued into one of the twelve sub-regions (Baffin Bay and Labarador Seas, Barents Sea, Beaufort Sea, Bering Sea, Canadian Archipelago, Central Arctic, Chukchi Sea,  East Greenland Sea, East Siberian Sea, Hudson Bay, Kara Sea, Laptev Sea) of the Arctic Ocean. This dataset also contains the number of Landsat-8 pixels used in the calculation of each SIC values, the coastal mask, and the sub-region mask.

The naming convention for the files is "sic_landsat08_{sub-region name}.nc".

The dataset is in netCDF format and is compliant with the CF 1.8 and ACDD 1.3 convention for netCDF files. The description of the variables along with some key global attributes of the data are provide below.




Global Attribute
Meaning
 Attributes
 


title
Title of the dataset
 
 


sub_region
Name of the sub-region for each dataset
 
 


Variable Name
Meaning
Attributes
Dimension


time
Reference time of satellite image
seconds since 1981-01-01 00:00:00Z
[time]


lon
Longitude
 
[Y, X]


lat
Latitude
 
[Y, X]


X
x coordinate of projection
 
[X]


Y
y coordinate of projection
 
[Y]


sea_ice_concentration
Estimated fractional sea ice area from Landsat-8 measurements
_FillValue : -99
[time, Y, X]


sample_size
Number of Landsat-8 pixels used to estimate the sea ice concentration
_FillValue : 0
[time, Y, X]


coastal_mask
Open-sea/Coastal Flag
[Open_sea, Coast] = [0, 1]
[Y, X]


sub_region_mask
Sub-region Flag
[inside_sub_region, outside_sub_region] = [0, 1]
[Y, X]


cloud_contamination_category
Qualitatively assessed cloud contamination for Landsat-8 Level 1 Collection 2 data used to produce SIC
[underestimated_cloud_cover, overestimated_cloud_cover, correctly_estimated_cloud_cover_for_clear_sky, correctly_estimated_cloud_cover_for_cloudy_sky] = [1, 2, 3, 4]
[time]


source_name
Filename of original Landsta-8 Level 1 Collection 2 data used to produce SIC
 
[time]
DOI: 10.5281/zenodo.10973298
title: Arctic sea ice concentration data record in 6.25 km polar stereographic grid from three-year Landsat-8 imagery

description: This dataset consists of true-like sea ice concentration (SIC) data records over the Arctic Ocean, which was derived from the 30 m resolution imagery from the Operational Land Imager (OLI) onboard Landsat-8. Each SIC map are given in a 6.25 km polar stereographic grid, and are catalogued into one of the twelve sub-regions (Baffin Bay and Labarador Seas, Barents Sea, Beaufort Sea, Bering Sea, Canadian Archipelago, Central Arctic, Chukchi Sea,  East Greenland Sea, East Siberian Sea, Hudson Bay, Kara Sea, Laptev Sea) of the Arctic Ocean. This dataset also contains uncertainty for each SIC values, which was derived using the bootstrap resampling method, the number of Landsat-8 pixels used in the calculation of each SIC values, and the 6.25 km coastal area mask.

The naming convention for the files are "sic_landsat08_YYYYMMDD_PPPRRR.nc" following:



YYYYMMDD: Date of Landsat-8 scene

PPPRRR: Landsat-8 orbit location in reference to the Worldwide Reference System-2


The dataset is in netCDF format and the names of headers and variables and their respective meanings are as follows:




Header Name
Meaning
 Attributes


title
Title of the dataset
 


region
Name of the sub-region for each dataset
 


date
Eate of the Landsat-8 scene
 


extent
Extent of the Landsat-8 scene in longitude and latitude
 


projection
Projection of the dataset
 


spatial_resolution
Spacial resolution of the dataset


 



cloud_contamination_category
Assessed cloud contamination category of the dataset
 

1: underestimated cloud cover

2: overestimated cloud cover

3: correctly estimated cloud cover for cloudy sky

4: correctly estimated cloud cover for clear sky 



original_filename
Original name of the Landsat-8 level 1 collection 2 dataset
 


Variable Name
Meaning
Attributes


sea_ice_concentration
SIC calculated from Landsat-8 imagery
[-99: Fill value, -1: non-ocean mask, -2: region mask]


confidence_interval
Quantified uncertainty derived using the 95% confidence interval from the bootstrap resampling method
[-99: Fill value, -1: non-ocean mask, -2: region mask]


sample_size
Number of Landsat-8 pixels used to calculate each SIC value
[-99: Fill value, -1: non-ocean mask, -2: region mask]


coastal_mask
6.25 km coastal area mask
[0: non-coastal area, 1: coastal area]
DOI: 10.5281/zenodo.11654480
title: Arctic sea ice concentration data record in 6.25 km polar stereographic grid from three-year Landsat-8 imagery

description: This dataset consists of true-like sea ice concentration (SIC) data records over the Arctic Ocean, which was derived from the 30 m resolution imagery from the Operational Land Imager (OLI) onboard Landsat-8. Each SIC map are given in a 6.25 km polar stereographic grid, and are catalogued into one of the twelve sub-regions (Baffin Bay and Labarador Seas, Barents Sea, Beaufort Sea, Bering Sea, Canadian Archipelago, Central Arctic, Chukchi Sea,  East Greenland Sea, East Siberian Sea, Hudson Bay, Kara Sea, Laptev Sea) of the Arctic Ocean. This dataset also contains the number of Landsat-8 pixels used in the calculation of each SIC values, and the 6.25 km coastal area mask.

The naming convention for the files are "sic_landsat08_YYYYMMDD_PPPRRR.nc" following:



YYYYMMDD: Date of Landsat-8 scene

PPPRRR: Landsat-8 orbit location in reference to the Worldwide Reference System-2


The dataset is in netCDF format and the names of headers and variables and their respective meanings are as follows:




Header Name
Meaning
 Attributes


title
Title of the dataset
 


region
Name of the sub-region for each dataset
 


date
Eate of the Landsat-8 scene
 


acquired_time
Scene center time for when the image was acquired
HH:MM:SS (GMT)


extent
Extent of the Landsat-8 scene in longitude and latitude
 


projection
Projection of the dataset
 


spatial_resolution
Spacial resolution of the dataset


 



cloud_contamination_category
Assessed cloud contamination category of the dataset
 

2: overestimated cloud cover

3: correctly estimated cloud cover for cloudy sky

4: correctly estimated cloud cover for clear sky 



original_filename
Original name of the Landsat-8 level 1 collection 2 dataset
 


Variable Name
Meaning
Attributes


sea_ice_concentration
SIC calculated from Landsat-8 imagery
[-99: Fill value, -1: non-ocean mask, -2: region mask]


sample_size
Number of Landsat-8 pixels used to calculate each SIC value
[-99: Fill value, -1: non-ocean mask, -2: region mask]


coastal_mask
6.25 km coastal area mask
[0: non-coastal area, 1: coastal area]
DOI: 10.5281/zenodo.12739854
title: Arctic sea ice concentration data record in 6.25 km polar stereographic grid from three-year Landsat-8 imagery

description: This dataset consists of true-like sea ice concentration (SIC) data records over the Arctic Ocean, which was derived from the 30 m resolution imagery from the Operational Land Imager (OLI) onboard Landsat-8. Each SIC map are given in a 6.25 km polar stereographic grid, and are catalogued into one of the twelve sub-regions (Baffin Bay and Labarador Seas, Barents Sea, Beaufort Sea, Bering Sea, Canadian Archipelago, Central Arctic, Chukchi Sea,  East Greenland Sea, East Siberian Sea, Hudson Bay, Kara Sea, Laptev Sea) of the Arctic Ocean. This dataset also contains the number of Landsat-8 pixels used in the calculation of each SIC values, the land-sea-coastal mask, and the sub-region mask.

The naming convention for the files is "sic_landsat08_{sub-region name}.nc".

The dataset is in netCDF format and is compliant with the CF 1.8 and ACDD 1.3 convention for netCDF files. The description of the variables along with some key global attributes of the data are provide below.




Global Attribute
Meaning
 Attributes
 


title
Title of the dataset
 
 


sub_region
Name of the sub-region for each dataset
 
 


Variable Name
Meaning
Attributes
Dimension


time
Reference time of satellite image
seconds since 1981-01-01 00:00:00Z
[time]


lon
Longitude
 
[Y, X]


lat
Latitude
 
[Y, X]


X
x coordinate of projection
 
[X]


Y
y coordinate of projection
 
[Y]


sea_ice_concentration
Estimated fractional sea ice area from Landsat-8 measurements
_FillValue : -99
[time, Y, X]


sample_size
Number of Landsat-8 pixels used to estimate the sea ice concentration
_FillValue : 0
[time, Y, X]


coastal_mask
Open-sea/Coastal Flag
[Open_sea, Coast] = [0, 1]
[Y, X]


sub_region_mask
Sub-region Flag
[inside_sub_region, outside_sub_region] = [0, 1]
[Y, X]


cloud_contamination_category
Qualitatively assessed cloud contamination for Landsat-8 Level 1 Collection 2 data used to produce SIC
[underestimated_cloud_cover, overestimated_cloud_cover, correctly_estimated_cloud_cover_for_clear_sky, correctly_estimated_cloud_cover_for_cloudy_sky] = [1, 2, 3, 4]
[time]


source_name
Filename of original Landsta-8 Level 1 Collection 2 data used to produce SIC
 
[time]
DOI: 10.5281/zenodo.12750969
title: Arctic sea ice concentration data record in 6.25 km polar stereographic grid from three-year Landsat-8 imagery

description: This dataset consists of true-like sea ice concentration (SIC) data records over the Arctic Ocean, which was derived from the 30 m resolution imagery from the Operational Land Imager (OLI) onboard Landsat-8. Each SIC map are given in a 6.25 km polar stereographic grid, and are catalogued into one of the twelve sub-regions (Baffin Bay and Labarador Seas, Barents Sea, Beaufort Sea, Bering Sea, Canadian Archipelago, Central Arctic, Chukchi Sea,  East Greenland Sea, East Siberian Sea, Hudson Bay, Kara Sea, Laptev Sea) of the Arctic Ocean. This dataset also contains the number of Landsat-8 pixels used in the calculation of each SIC values, the coastal mask, and the sub-region mask.

The naming convention for the files is "sic_landsat08_{sub-region name}.nc".

The dataset is in netCDF format and is compliant with the CF 1.8 and ACDD 1.3 convention for netCDF files. The description of the variables along with some key global attributes of the data are provide below.




Global Attribute
Meaning
 Attributes
 


title
Title of the dataset
 
 


sub_region
Name of the sub-region for each dataset
 
 


Variable Name
Meaning
Attributes
Dimension


time
Reference time of satellite image
seconds since 1981-01-01 00:00:00Z
[time]


lon
Longitude
 
[Y, X]


lat
Latitude
 
[Y, X]


X
x coordinate of projection
 
[X]


Y
y coordinate of projection
 
[Y]


sea_ice_concentration
Estimated fractional sea ice area from Landsat-8 measurements
_FillValue : -99
[time, Y, X]


sample_size
Number of Landsat-8 pixels used to estimate the sea ice concentration
_FillValue : 0
[time, Y, X]


coastal_mask
Open-sea/Coastal Flag
[Open_sea, Coast] = [0, 1]
[Y, X]


sub_region_mask
Sub-region Flag
[inside_sub_region, outside_sub_region] = [0, 1]
[Y, X]


cloud_contamination_category
Qualitatively assessed cloud contamination for Landsat-8 Level 1 Collection 2 data used to produce SIC
[underestimated_cloud_cover, overestimated_cloud_cover, correctly_estimated_cloud_cover_for_clear_sky, correctly_estimated_cloud_cover_for_cloudy_sky] = [1, 2, 3, 4]
[time]


source_name
Filename of original Landsta-8 Level 1 Collection 2 data used to produce SIC
 
[time]
DOI: 10.18419/darus-1124/209
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description: :unav
DOI: 10.18419/darus-1124/210
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DOI: 10.18419/darus-1124/211
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DOI: 10.18419/darus-1124/212
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DOI: 10.18419/darus-1124/213
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DOI: 10.18419/darus-1124/214
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DOI: 10.18419/darus-1124/215
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description: :unav
DOI: 10.15468/dl.ep5sch
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Monilicaecum ventricosum Yamaguti, 1942)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037479-240626123714530/datasets/export for details.
DOI: 10.18419/darus-1124/216
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DOI: 10.18419/darus-1124/218
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DOI: 10.18419/darus-1124/220
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DOI: 10.18419/darus-1124/221
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DOI: 10.18419/darus-1124/222
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DOI: 10.18419/darus-1124/228
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DOI: 10.18419/darus-1124/229
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DOI: 10.18419/darus-1124/230
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DOI: 10.18419/darus-1124/232
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description: :unav
DOI: 10.6084/m9.figshare.26371294
title: Dataset for "<i>Optimistic growth of marginal region plantations under climate warming: assessing divergent drought resilience</i>"

description: Dataset for published paper "<i>Optimistic growth of marginal region plantations under climate warming: assessing divergent drought resilience</i>".
DOI: 10.6084/m9.figshare.26371294.v2
title: Dataset for "<i>Optimistic growth of marginal region plantations under climate warming: assessing divergent drought resilience</i>"

description: Dataset for published paper "<i>Optimistic growth of marginal region plantations under climate warming: assessing divergent drought resilience</i>".
DOI: 10.18419/darus-1124/233
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description: :unav
DOI: 10.6084/m9.figshare.26371294.v1
title: Dataset for "<i>Optimistic growth of marginal region plantations under climate warming: assessing divergent drought resilience</i>"

description: Dataset for published paper "<i>Optimistic growth of marginal region plantations under climate warming: assessing divergent drought resilience</i>".
DOI: 10.18419/darus-1124/234
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DOI: 10.18419/darus-1124/279
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DOI: 10.15468/dl.tzfwj6
title: Occurrence Download

description: A dataset containing 26597638 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "MediaType is Image",
 "PublishingOrg is one of (396d5f30-dea9-11db-8ab4-b8a03c50a862, 2cd829bb-b713-433d-99cf-64bef11e5b3e, bc092ff0-02e4-11dc-991f-b8a03c50a862, ae447c50-b8a8-11d8-92a4-b8a03c50a862, a344ee9f-f1b7-4761-be2c-58ee6d741395, 061b4f20-f241-11da-a328-b8a03c50a862, 485ff490-e3b7-11db-9acc-b8a03c50a862, 838537fc-4aeb-4980-8b58-97fbdcd1d91a, 02fce6f4-8dcd-4eaf-afe9-28ba30822751, f314b0b0-e3dc-11d9-8d81-b8a03c50a862)",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 26597638 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037446-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/6qb-dra-c7c
title: Angelonia crassifolia Benth.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/h60-7lx-sr0
title: Erysimum hayekii (Jáv. & Rech. f.) Polatschek

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/tv7-rbd-9yl
title: Equisetum fontinale Copel.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.13140/rg.2.2.25752.62728
title: ReinforcedConcreteBendingReinforcement
DOI: 10.3535/5fa-sqm-rfp
title: Cestrum laurifolium L'Hér.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/k6x-ys4-q1w
title: Caloplaca rechingeri Servít

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/n1y-j8g-7pk
title: Gamocarpha alpina (Poepp. ex Less.) H. V. Hansen

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.13140/rg.2.2.23760.33282
title: General Bulletin 20-11-06
DOI: 10.3535/8l2-7vn-m1c
title: Cestrum latifolium Lam.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/cc1-bnw-hh5
title: Potamogeton alpinus Balb.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/g0w-j1t-m3n
title: Mutisia speciosa Aiton ex Hook.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.13140/rg.2.2.27115.77600
title: Brevet Bishop rallies disgraced British cavalry regiment
DOI: 10.3535/1ra-4qf-6ab
title: Teucrium cavernarum P. H. Davis

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/cvh-jr5-vn6
title: Helichrysum pallasii (Spreng.) Ledeb.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/t5z-9a6-kkc
title: Potamogeton natans L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/0fx-h09-xj8
title: Linaria griffithii Benth.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/rtk-0aq-wce
title: Hieracium bauhini Schult.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/j2w-x77-r5t
title: Campylopus tenuinervis var. longifolius Baumgartner

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