cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15493/dea.mims.25010019
title: Raw ADCP data from long-term observations of currents at SAMBA Mooring 4, November 2015 - April 2017

description: Here we present raw data from an ADCP, deployed at a depth of 312m at Mooring 4 (34.2947°S; 17.8803°E).
description: The South African component of the international South Atlantic Meridional Overturning Circulation project (SAMOC-SA) aims to characterise the time-mean and time-varying components of the SAMOC in the South Atlantic Ocean and monitor the variability of the main Southern Ocean frontal systems associated with the Antarctic Circumpolar Current (ACC), south of Africa. Here we present raw data from an ADCP, deployed at a depth of 312m at Mooring 4 (34.2947°S; 17.8803°E) along the South Atlantic MOC Basin-scale Array (SAMBA) transect in the Cape Basin region of the South Atlantic Ocean, between 30 November 2015 and 05 April 2017.
description: The raw data collected using a bottom mounted, upward-looking, 150 kHz RD Instruments Acoustic Doppler Current Profiler (ADCP) was configured with a bin size of 8m and a blanking distance of 3.52m, and deployed at a depth of 312m at location Mooring 4 (34.2947°S; 17.8803°E), along the South Atlantic Meridional Overturning Circulation Basin-wide Array (SAMBA) transect in the Cape Basin region of the South Atlantic Ocean. The instrument measured hourly magnitude and direction throughout the water column between 30 November 2015 and 05 April 2017.
DOI: 10.15493/dea.mims.26052042
title: Long-term observations of daily bottom temperatures on the Prince Edward Island shelf at Mooring 2 (April 2016 - April 2017)

description: Processed daily bottom temperature from an ADCP at location M2 (46.7117°S; 37.900°E) on the Prince Edward Island shelf, between 25 April 2016 and 20 April 2017.
description: The South African component of the international South Atlantic Meridional Overturning Circulation project (SAMOC-SA) aims to characterise the time-mean and time-varying components of the SAMOC in the South Atlantic Ocean and monitor the variability of the main Southern Ocean frontal systems associated with the Antarctic Circumpolar Current (ACC), south of Africa. Here we present processed daily bottom temperature from an ADCP at location M2 (46.7117°S; 37.900°E) on the Prince Edward Island shelf, between 25 April 2016 and 20 April 2017.
description: A temperature sensor, on a bottom-mounted Acoustic Doppler Current Profiler (ADCP), measured hourly temperature readings between 25 April 2016 and 20 April 2017, at a depth of 263m. These hourly values were averaged to daily means. Daily values were only generated for days on which there were 75% or more hourly readings.
DOI: 10.15493/dea.mims.26052026
title: Long-term observations of daily currents on the Prince Edward Island shelf at Mooring 1 (April 2016 - April 2017)

description: Processed magnitude and direction of daily currents throughout the water column (38.36 - 190.36 m) from an ADCP at location M1 (46.750°S; 37.9000°E) on the Prince Edward Island shelf, between 25 April 2016 and 21 April 2017.
description: The South African component of the international South Atlantic Meridional Overturning Circulation project (SAMOC-SA) aims to characterise the time-mean and time-varying components of the SAMOC in the South Atlantic Ocean and monitor the variability of the main Southern Ocean frontal systems associated with the Antarctic Circumpolar Current (ACC), south of Africa. Here we present processed magnitude and direction of daily currents throughout the water column (38.36 - 190.36 m) from an ADCP at location M1 (46.750°S; 37.9000°E) on the Prince Edward Island shelf, between 25 April 2016 and 21 April 2017.
description: A bottom-mounted, upward-looking, 150 kHz RD Instruments Acoustic Doppler Current Profiler (ADCP) was configured with a bin size of 8m and a blanking distance of 3.52m, and deployed at location M1 (46.750°S; 37.9000°E), on the shelf between Marion Island and Prince Edward Island. The instrument measured hourly magnitude and direction throughout the water column (38.36 - 190.36m) between 25 April 2016 and 21 April 2017. These hourly values were corrected for magnetic declination, and then averaged to daily means for each depth bin. Only hourly values which showed ≥ 75% good beam data were used, and daily values were only generated for days on which there were 75% or more hourly readings. The data were then formatted in a .txt file with data values separated by commas.
DOI: 10.15493/dea.mims.26052038
title: Long-term observations of daily currents on the Prince Edward Island shelf at Mooring 2 (April 2015 - April 2016)

description: Processed magnitude and direction of daily currents throughout the water column (45.06 - 245.06 m) from an ADCP at location M2 (46.7126°S; 37.900°E) on the Prince Edward Island shelf, between 19 April 2015 and 21 April 2016.
description: The South African component of the international South Atlantic Meridional Overturning Circulation project (SAMOC-SA) aims to characterise the time-mean and time-varying components of the SAMOC in the South Atlantic Ocean and monitor the variability of the main Southern Ocean frontal systems associated with the Antarctic Circumpolar Current (ACC), south of Africa. Here we present processed magnitude and direction of daily currents throughout the water column (45.06 - 245.06 m) from an ADCP at location M2 (46.7126°S; 37.900°E) on the Prince Edward Island shelf, between 19 April 2015 and 21 April 2016.
description: A bottom-mounted, upward-looking, 150 kHz RD Instruments Acoustic Doppler Current Profiler (ADCP) was configured with a bin size of 8m and a blanking distance of 3.52m, and deployed at location M2 (46.7126°S; 37.900°E), on the shelf between Marion Island and Prince Edward Island. The instrument measured hourly magnitude and direction throughout the water column (45.06 - 245.06m) between 19 April 2015 and 21 April 2016. These hourly values were corrected for magnetic declination, and then averaged to daily means for each depth bin. Only hourly values which showed ≥ 75% good beam data were used, and daily values were only generated for days on which there were 75% or more hourly readings. The data were then formatted in a .txt file with data values separated by commas.
DOI: 10.15493/dea.mims.26052029
title: Long-term observations of daily currents on the Prince Edward Island shelf at Mooring 1 (April 2017 - April 2018)

description: Processed magnitude and direction of daily currents throughout the water column (19.46 - 147.46 m) from an ADCP at location M1 (46.773°S; 37.913°E) on the Prince Edward Island shelf, between 28 April 2017 and 20 April 2018.
description: The South African component of the international South Atlantic Meridional Overturning Circulation project (SAMOC-SA) aims to characterise the time-mean and time-varying components of the SAMOC in the South Atlantic Ocean and monitor the variability of the main Southern Ocean frontal systems associated with the Antarctic Circumpolar Current (ACC), south of Africa. Here we present processed magnitude and direction of daily currents throughout the water column (19.46 - 147.46 m) from an ADCP at location M1 (46.773°S; 37.913°E) on the Prince Edward Island shelf, between 28 April 2017 and 20 April 2018.
description: A bottom-mounted, upward-looking, 150 kHz RD Instruments Acoustic Doppler Current Profiler (ADCP) was configured with a bin size of 8m and a blanking distance of 3.52m, and deployed at location M1 (46.773°S; 37.913°E), on the shelf between Marion Island and Prince Edward Island. The instrument measured hourly magnitude and direction throughout the water column (19.46 - 147.46m) between 28 April 2017 and 20 April 2018. These hourly values were corrected for magnetic declination, and then averaged to daily means for each depth bin. Only hourly values which showed ≥ 75% good beam data were used, and daily values were only generated for days on which there were 75% or more hourly readings. The data were then formatted in a .txt file with data values separated by commas.
DOI: 10.15493/dea.mims.25010031
title: Raw ADCP data from long-term observations of currents at SAMBA Mooring 9, April 2017 - May 2018

description: Here we present raw data from an ADCP, located at a depth of 219m at Mooring 9 (34.5011°S; 17.1395°E).
description: The South African component of the international South Atlantic Meridional Overturning Circulation project (SAMOC-SA) aims to characterise the time-mean and time-varying components of the SAMOC in the South Atlantic Ocean and monitor the variability of the main Southern Ocean frontal systems associated with the Antarctic Circumpolar Current (ACC), south of Africa. Here we present raw data from an ADCP, located at a depth of 219m at Mooring 9 (34.5011°S; 17.1395°E) along the South Atlantic MOC Basin-scale Array (SAMBA) transect in the Cape Basin region of the South Atlantic Ocean, between 10 April 2017 and 19 May 2018 .
description: The raw data collected from a subsurface mounted, upward-looking, 75 kHz RD Instruments Acoustic Doppler Current Profiler (ADCP) was configured with a bin size of 16m and a blanking distance of 7.04m, and deployed at a depth of 219m at location Mooring 9 (34.5011°S; 17.1395°E), along the South Atlantic Meridional Overturning Circulation Basin-wide Array (SAMBA) transect in the Cape Basin region of the South Atlantic Ocean. The instrument measured hourly magnitude and direction throughout the water column between 10 April 2017 and 19 May 2018.
DOI: 10.15493/dea.mims.26052028
title: Long-term observations of hourly bottom temperatures on the Prince Edward Island shelf at Mooring 1 (April 2016 - April 2017)

description: Processed hourly bottom temperature from an ADCP at location M1 (46.750°S; 37.900°E) on the Prince Edward Island shelf, between 24 April 2016 and 22 April 2017.
description: The South African component of the international South Atlantic Meridional Overturning Circulation project (SAMOC-SA) aims to characterise the time-mean and time-varying components of the SAMOC in the South Atlantic Ocean and monitor the variability of the main Southern Ocean frontal systems associated with the Antarctic Circumpolar Current (ACC), south of Africa. Here we present processed hourly bottom temperature from an ADCP at location M1 (46.750°S; 37.900°E) on the Prince Edward Island shelf, between 24 April 2016 and 22 April 2017.
description: A temperature sensor, on a bottom-mounted Acoustic Doppler Current Profiler (ADCP), measured hourly temperature readings between 24 April 2016 09h00 and 22 April 2017 07h00, at a depth of 203m. The data were then formatted in a .txt file with data values separated by commas.
DOI: 10.15493/dea.mims.25010027
title: Raw ADCP data from long-term observations of currents at SAMBA Mooring 10, December 2015 - April 2017

description: Here we present raw data from an ADCP, located at a depth of 453m at Mooring 10 (34.5060°S; 14.9800°E).
description: The South African component of the international South Atlantic Meridional Overturning Circulation project (SAMOC-SA) aims to characterise the time-mean and time-varying components of the SAMOC in the South Atlantic Ocean and monitor the variability of the main Southern Ocean frontal systems associated with the Antarctic Circumpolar Current (ACC), south of Africa. Here we present raw data from an ADCP, located at a depth of 453m at Mooring 10 (34.5060°S; 14.9800°E) along the South Atlantic MOC Basin-scale Array (SAMBA) transect in the Cape Basin region of the South Atlantic Ocean, between 03 December 2015 and 11 April 2017 .
description: The raw data collected from a subsurface mounted, upward-looking, 75 kHz RD Instruments Acoustic Doppler Current Profiler (ADCP) was configured with a bin size of 16m and a blanking distance of 7.04m, and deployed at a depth of 453m at location Mooring 10 (34.5060°S; 14.9800°E), along the South Atlantic Meridional Overturning Circulation Basin-wide Array (SAMBA) transect in the Cape Basin region of the South Atlantic Ocean. The instrument measured hourly magnitude and direction throughout the water column between 03 December 2015 and 11 April 2017.
DOI: 10.15468/dl.d3gadf
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Mexico",
 "HasCoordinate is true",
 "TaxonKey is Eleutherodactylus verrucipes (Cope, 1885)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 17 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018982-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qghrvs
title: Occurrence Download

description: A dataset listing the 129 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is MEX.17.21_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "TaxonKey is Fabaceae",
 "TaxonKey is Leguminosae"
 ]
 }
 ]
}

 The dataset's 129 records were derived from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178349-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e0c826
title: Occurrence Download

description: A dataset containing 56550 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Fossil",
 "BasisOfRecord is Living Specimen"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Populus nigra L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 56550 records from 360 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020088-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r46h4m
title: Occurrence Download

description: A dataset containing 253942 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 253942 records from 160 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0153490-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kddmsc
title: Occurrence Download

description: A dataset containing 533 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carya kweichowensis Kuang & A.M.Lu, Caryota obtusa Griff., Castanopsis concinna (Champ. ex Benth.) A.DC., Cathaya argyrophylla Chun & Kuang, Cephalotaxus hainanensis H.L.Li, Cephalotaxus lanceolata K.M.Feng, Cephalotaxus lanceolata K.M.Feng ex W.C.Cheng, L.K.Fu & C.Y.Cheng, Cephalotaxus oliveri Mast., Cercidiphyllum japonicum Siebold & Zucc., Cercidiphyllum japonicum Siebold & Zucc. ex J.J.Hoffm. & J.H.Schult.bis, Cercidiphyllum japonicum Siebold & Zucc. ex Miq., 1867, Cercidiphyllum japonicum, 1852, Cercidiphyllum japonicum, 1864, Chamaecyparis formosensis Matsum., Changium smyrnioides H.Wolff, Changnienia amoena S.S.Chien, Chikusichloa aquatica Koidz.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 533 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048681-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ixszvb
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paraphidippus fartilis (G.W.Peckham & E.G.Peckham, 1888)"
 ]
}

 The dataset includes 63 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020089-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p66jxy
title: Occurrence Download

description: A dataset containing 740 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Potyviridae"
 ]
}

 The dataset includes 740 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178370-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u966jx
title: Occurrence Download

description: A dataset containing 8385372 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((170.79865 -33.32585,170.82812 -35.06433,172.03621 -36.83228,171.91835 -38.57076,168.97177 -42.78438,166.6145 -44.43446,165.99572 -46.23188,168.38245 -47.97036,173.24431 -45.02378,175.80784 -42.46025,179.52053 -38.65916,178.01778 -35.44739,175.86677 -33.53211,170.79865 -33.32585))"
 ]
}

 The dataset includes 8385372 records from 679 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003014-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p8jhzh
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spinus yarrellii (Audubon, 1839)"
 ]
}

 The dataset includes 104 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020089-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b1zbkg
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sphaenorynchus Nieden, 1923"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020090-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xxtg7t
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Nomascus leucogenys (Ogilby, 1840)"
 ]
}

 The dataset includes 15 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0187670-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9zrk06
title: Occurrence Download

description: A dataset containing 1053 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Smyrnium perfoliatum L."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1053 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020091-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j274cc
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rupicapra pyrenaica ornata Neumann, 1899"
 ]
}

 The dataset includes 78 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0203651-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0vs9gs
title: Occurrence Download

description: A dataset containing 2234285 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 {
 "or" : [
 "Country is France",
 "Country is Germany",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "Country is Netherlands",
 "Country is Sweden",
 "Country is Belgium",
 "Country is Finland",
 "Country is Norway",
 "Country is Denmark",
 "Country is Spain"
 ]
 },
 "HasCoordinate is true",
 {
 "or" : [
 "TaxonKey is Populus tremula L.",
 "TaxonKey is Corylus avellana L.",
 "TaxonKey is Prunus avium (L.) L.",
 "TaxonKey is Quercus petraea (Matt.) Liebl.",
 "TaxonKey is Quercus robur L.",
 "TaxonKey is Ribes alpinum L.",
 "TaxonKey is Robinia pseudoacacia L.",
 "TaxonKey is Sambucus nigra L.",
 "TaxonKey is Sorbus acuparia L.",
 "TaxonKey is Tilia cordata Mill."
 ]
 },
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2234285 records from 911 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020091-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15128253
title: test_data
DOI: 10.5281/zenodo.15128254
title: test_data
DOI: 10.5281/zenodo.15128285
title: test_data
DOI: 10.5281/zenodo.15128359
title: test_data
DOI: 10.5281/zenodo.15036187
title: Surface albedo impact on afforestation / reforestation carbon crediting projects

description: Purpose and usage

This dataset was created to analyse the impact of surface albedo change on afforestation/reforestation/revegetation carbon crediting projects.

The python code used to perform the analysis is available on Github.

Data description

Specific data

The two zip files 'project_geospatial_data.zip' and 'project_description_reports.zip' gather all the public documentation, extracted from Verra's registry, that were used in the study. 

The Excel file 'ARR_project_database.xlsx' contains all the specific data extracted to calculate the impact of surface albedo change. It presents the characteristics of each project as well as the treatment method to use the geospacial data files. See the tab #Read_me.

The following CSV are the one used to perform the calculation of the albedo impact:



proj_desc.csv : created from the tab #Desc_data in ARR_project_database.

geodata_layers.csv : created from the tab #Geospacial_data in ARR_project_database.

land_cover_type.csv : created from the tab #Land_cover_type in ARR_project_database.

albedo_proxy_table.csv : created from the analysis of the surface albedo dataset. A land cover type can be approximate by another land cover type if the absolute difference between both is less 0.03 for a same location. This table provides the results for a global scale and for the land cover type consistent with the study.


Global data

The surface albedo dataset is under embargo for upcoming publication [E-mail contact adress : kathryn.loog@polymtl.ca].

The radiative kernel dataset for albedo is the one developped by Huang & Huang, 2023 (ERA5_kernel_alb_TOA. DOI:10.17632/vmg3s67568.3). All the data consistent with the study are gathered in the zip file 'radiative_kernel.zip'.