cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15493/dea.mims.20210321
title: Long-term observations of hourly currents along the SAMBA transect at SAMBA Mooring 7, September 2014 - December 2015

description: 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 7m, and deployed at a depth of 606m at location M7 (34.3939°S; 17.5944°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 processed magnitude and direction of hourly currents in the upper part of the water column (53.88 - 581.88m) from an ADCP located at a depth of 606m at Mooring 7 (34.3939°S; 17.5944°E) along the South Atlantic MOC Basin-scale Array (SAMBA) transect in the Cape Basin region of the South Atlantic Ocean, between 17 September 2014 and 01 December 2015.
description: 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 7m, and deployed at a depth of 606m at location M7 (34.3939°S; 17.5944°E), along the South Atlantic MOC Basin-scale Array (SAMBA) transect in the Cape Basin region of the South Atlantic Ocean. The instrument measured hourly magnitude and direction in the upper part of the water column (53.88 - 581.88m) between 17 September 2014 08h00 and 01 December 2015 05h00. These hourly values were corrected for magnetic declination, and only hourly values which showed ≥ 75% good beam data were used.
DOI: 10.15468/dl.fjhbu2
title: Occurrence Download

description: A dataset containing 262 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "Issue is one of (Country invalid, Continent derived from country, Modified date invalid, Identified date invalid, Institution match fuzzy, Institution collection mismatch, Collection match fuzzy, Collection match none, Institution match none, Ambiguous institution, Recorded date invalid, Recorded date mismatch, Geodetic datum assumed WGS84, Continent derived from coordinates)",
 "OccurrenceStatus is Present",
 "TaxonKey is Psora saviczii"
 ]
}

 The dataset includes 262 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002557-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15493/dea.mims.20210320
title: Long-term observations of hourly currents along the SAMBA transect at SAMBA Mooring 4, April 2017 - October 2018

description: A subsurface-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 320m at location M4 (34.2948°S; 17.8802°E).
description: The South African component of the international South Atlantic Meridional Overturning Circulation project (SAMOC-SA) aims to characterize 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 hourly currents in the upper part of the water column (27.77 - 291.77m) from an ADCP located at a depth of 320m at Mooring 4 (34.2948°S; 17.8802°E) along the South Atlantic MOC Basin-scale Array (SAMBA) transect in the Cape Basin region of the South Atlantic Ocean, between 08 April 2017 and 09 October 2018.
description: A subsurface-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 320m at location M4 (34.2948°S; 17.8802°E), along the South Atlantic MOC Basin-scale Array (SAMBA) transect in the Cape Basin region of the South Atlantic Ocean. The instrument measured hourly magnitude and direction in the upper part of the water column (27.77 - 291.77m) between 08 April 2017 10h00 and 09 October 2018 04h00. These hourly values were corrected for magnetic declination, and only hourly values which showed ≥ 75% good beam data were used.
DOI: 10.15493/dea.mims.20210330
title: Long-term observations of hourly currents along the SAMBA transect at SAMBA Mooring 9, December 2015 - April 2017

description: 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 7m, and deployed at a depth of 292m at location M9 (34.50017°S; 17.1394°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 processed magnitude and direction of hourly currents in the upper part of the water column (43.45 - 267.45m) from an ADCP located at a depth of 292m at Mooring 9 (34.50017°S; 17.1394°E) along the South Atlantic MOC Basin-scale Array (SAMBA) transect in the Cape Basin region of the South Atlantic Ocean, between 02 December 2015 and 09 April 2017.
description: 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 7m, and deployed at a depth of 292m at location M9 (34.50017°S; 17.1394°E), along the South Atlantic MOC Basin-scale Array (SAMBA) transect in the Cape Basin region of the South Atlantic Ocean. The instrument measured hourly magnitude and direction in the upper part of the water column (43.45 - 267.45m) between 02 December 2015 21h00 and 09 April 2017 12h00. These hourly values were corrected for magnetic declination, and only hourly values which showed ≥ 75% good beam data were used.
DOI: 10.15493/dea.mims.20210325
title: Long-term observations of hourly currents along the SAMBA transect at SAMBA Mooring 8, December 2015 - April 2017

description: 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 7m, and deployed at a depth of 619m at location M8 (34.4993°S; 17.3011°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 processed magnitude and direction of hourly currents in the upper part of the water column (66.90 - 594.90m) from an ADCP located at a depth of 619m at Mooring 8 (34.4993°S; 17.3011°E) along the South Atlantic MOC Basin-scale Array (SAMBA) transect in the Cape Basin region of the South Atlantic Ocean, between 02 December 2015 and 05 April 2017.
description: 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 7m, and deployed at a depth of 619m at location M8 (34.4993°S; 17.3011°E), along the South Atlantic MOC Basin-scale Array (SAMBA) transect in the Cape Basin region of the South Atlantic Ocean. The instrument measured hourly magnitude and direction in the upper part of the water column (66.90 - 594.90m) between 02 December 2015 10h00 and 05 April 2017 10h00. These hourly values were corrected for magnetic declination, and only hourly values which showed ≥ 75% good beam data were used.
DOI: 10.5281/zenodo.17398900
title: An Extensive SWIR Hyperspectral Dataset of Porous Stones with Moisture Maps at Varying Saturation Levels

description: Dataset Description:

This dataset provides hyperspectral images and corresponding moisture maps of six porous building materials: five natural stones (Euville, Massangis, Neubrunner, Obernkirchener, and Savonnières) and one archaeological red brick. For each material, six replicate cubes (~6 × 6 × 6 cm³) were prepared, and from each cube, a small cylindrical sub-sample was extracted to capture spatial heterogeneity, resulting in 36 large cubes and 36 small sub-samples. Moisture levels were controlled across six states: Dry, 25%, 50%, 75%, 90%, and 100%.

Hyperspectral images were acquired using an Imec Snapscan SWIR camera (1100–1670 nm nominal range, ~5 nm mean spectral resolution) under uniform lighting and consistent positioning. Each hyperspectral cube contains 100 spectral bands, with wavelengths ranging from 1120.5 nm (first band) to 1675.1 nm (last band). The band interval varies between 0.32 nm and 15.37 nm, with a mean spacing of approximately 5.6 nm.

For large samples, the original image cubes were 400 × 400 pixels, including both sample and background. To isolate only the sample area, images were cropped, resulting in final cube sizes ranging from 286 × 210 to 391 × 384 pixels.

Dataset Structure:

The dataset (HSI_Moisture_Dataset.zip) contains two main folders:



HS_Images/ – hyperspectral reflectance data

Moisture_Maps/ – corresponding moisture maps


Each folder has two subfolders: Big (sample cubes) and Small (cylindrical sub-samples). Within each, six folders represent the saturation levels (Dry, 25%, 50%, 75%, 90%, 100%). Each folder contains .mat files for all samples, named with the material code, replicate number, saturation level, and sample type. Examples:



B1_sat_25_Big.mat – Brick, replicate 1, 25% saturation, large sample

E3_sat_75_Small.mat – Euville, replicate 3, 75% saturation, small sample


Material codes:



B – Brick

E – Euville

M – Massangis

N – Neubrunner

OB – Obernkirchener

S – Savonnières


Each .mat file contains either hyperspectral reflectance data or moisture map data for the corresponding sample and saturation condition.

The journal paper describing the dataset in detail and a method to estimate MC from spectral reflectance is currently under submission. The preprint version of the journal paper can be accessed via this DOI: 10.13140/RG.2.2.26625.98404

This is an open-source dataset. If you use it in your work, please cite these two DOIs: 10.5281/zenodo.17398900 ;

10.13140/RG.2.2.26625.98404
DOI: 10.15493/dea.mims.20210332
title: Long-term observations of hourly currents measured by DVS at SAMBA Mooring 9, December 2015 - April 2017

description: Here we present processed magnitude and direction of hourly currents in the water column (1569 - 2669m) from DVS instruments located at Mooring 9 (34.50017°S; 17.1394°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 processed magnitude and direction of hourly currents in the water column (1569 - 2669m) from DVS instruments located at Mooring 9 (34.50017°S; 17.1394°E) along the South Atlantic MOC Basin-scale Array (SAMBA) transect in the Cape Basin region of the South Atlantic Ocean, between 02 December 2015 and 08 April 2017.
description: Subsurface-mounted, upward-looking, 2400 kHz RD Instruments Doppler Volume Samplers (DVS) were configured with a bin size of 0.8m and a blanking distance of 0.3m, and deployed in the water column (1569 - 2669m) at location M9 (34.50017°S; 17.1394°E), along the South Atlantic MOC Basin-scale Array (SAMBA) transect in the Cape Basin region of the South Atlantic Ocean. The instrument measured hourly magnitude and direction in the water column between 02 December 2015 21h00 and 08 April 2017 12h00. These hourly values were corrected for magnetic declination, and only hourly values which showed ≥ 75% good beam data were used.
DOI: 10.15493/dea.mims.20210329
title: Long-term observations of hourly currents along the SAMBA transect at SAMBA Mooring 9, September 2014 - December 2015

description: 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 7m, and deployed at a depth of 435m at location M9 (34.5002°S; 17.1394°E).
description: The South African component of the international South Atlantic Meridional Overturning Circulation project (SAMOC-SA) aims to characterize 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 hourly currents in the upper part of the water column (42.35 - 410.28m) from an ADCP located at a depth of 435m at Mooring 9 (34.5002°S; 17.1394°E) along the South Atlantic MOC Basin-scale Array (SAMBA) transect in the Cape Basin region of the South Atlantic Ocean, between 17 September 2014 and 02 December 2015.
description: 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 7m, and deployed at a depth of 435m at location M9 (34.5002°S; 17.1394°E), along the South Atlantic MOC Basin-scale Array (SAMBA) transect in the Cape Basin region of the South Atlantic Ocean. The instrument measured hourly magnitude and direction in the upper part of the water column (42.35 - 410.28m) between 17 September 2014 16h00 and 02 December 2015 09h00. These hourly values were corrected for magnetic declination, and only hourly values which showed ≥ 75% good beam data were used.
DOI: 10.15493/dea.mims.11052023
title: Long-term observations of hourly currents on the Prince Edward Island shelf at Mooring 1 (April 2021 - May 2022)

description: Processed magnitude and direction of hourly currents throughout the water column (18.88 - 146.88m) from an Acoustic Doppler Current Profiler (ADCP) at location M1 (46.773°S; 37.912°E) on the Prince Edward Island shelf, between 26 April 2021 and 06 May 2022.
description: Here we present processed magnitude and direction of hourly currents throughout the water column (18.88 - 146.88m) from an Acoustic Doppler Current Profiler (ADCP) at location M1 (46.773°S; 37.912°E) on the Prince Edward Island shelf, between 26 April 2021 and 06 May 2022. 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.
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; 37.912°E), on the shelf between Marion Island and Prince Edward Island. The instrument measured hourly magnitude and direction throughout the water column (18.88 - 146.88m) between 26 April 2021 06h00 and 06 May 2022 04h00. These hourly values were corrected for magnetic declination and only hourly values which showed ≥ 75% good beam data were used.
DOI: 10.5257/imf/gfs/2024-06
title: Government Finance Statistics (GFS) (June 2024 Edition)

description: The Government Finance Statistics (GFS) contains data for all reporting countries in the framework of the Government Finance Statistics Manual, 2014 (GFSM 2014). The GFSM 2014 classifications remain largely the same as in the GFSM 2001 presentations. However, some tables now include an expanded list of GFS items, where others have dropped some GFS items. Nonetheless, there are no changes in the aggregates and balancing items of the converted data when compared with the GFSM 2001 data. All new data reported in the GFSM 2001 format, as well as historical data in the previous GFS database, have been converted to the GFSM 2014 format.
DOI: 10.15493/dea.mims.20210334
title: Long-term observations of hourly currents along the SAMBA transect at SAMBA Mooring 10, September 2014 - December 2015

description: 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 7m, and deployed at a depth of 449m at location M10 (34.5060°S; 14.9840°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 processed magnitude and direction of hourly currents in the upper part of the water column (56.28 - 424.28m) from an ADCP located at a depth of 449m at Mooring 10 (34.5060°S; 14.9840°E) along the South Atlantic MOC Basin-scale Array (SAMBA) transect in the Cape Basin region of the South Atlantic Ocean, between 19 September 2014 and 03 December 2015.
description: 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 7m, and deployed at a depth of 449m at location M10 (34.5060°S; 14.9840°E), along the South Atlantic MOC Basin-scale Array (SAMBA) transect in the Cape Basin region of the South Atlantic Ocean. The instrument measured hourly magnitude and direction in the upper part of the water column (56.28 - 424.28m) between 19 September 2014 23h00 and 03 December 2015 05h00. These hourly values were corrected for magnetic declination, and only hourly values which showed ≥ 75% good beam data were used.
DOI: 10.15493/dea.mims.20210319
title: Long-term observations of hourly currents along the SAMBA transect at SAMBA Mooring 4, December 2015 - April 2017

description: A subsurface-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 M4 (34.29465°S; 17.8803°E).
description: The South African component of the international South Atlantic Meridional Overturning Circulation project (SAMOC-SA) aims to characterize 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 hourly currents in the upper part of the water column (26.39 - 290.39m) from an ADCP located at a depth of 312m at Mooring 4 (34.29465°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: A subsurface-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 M4 (34.29465°S; 17.8803°E), along the South Atlantic MOC Basin-scale Array (SAMBA) transect in the Cape Basin region of the South Atlantic Ocean. The instrument measured hourly magnitude and direction in the upper part of the water column (26.39 - 290.39m) between 30 November 2015 20h00 and 05 April 2017 04h00. These hourly values were corrected for magnetic declination, and only hourly values which showed ≥ 75% good beam data were used.
DOI: 10.15493/dea.mims.20210326
title: Long-term observations of hourly currents along the SAMBA transect at SAMBA Mooring 8, April 2017 - October 2018

description: 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 7m, and deployed at a depth of 602m at location M8 (34.4991°S; 17.3019°E).
description: The South African component of the international South Atlantic Meridional Overturning Circulation project (SAMOC-SA) aims to characterize 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 hourly currents in the upper part of the water column (49.73 - 577.73m) from an ADCP located at a depth of 602m at Mooring 8 (34.4991°S; 17.3019°E) along the South Atlantic MOC Basin-scale Array (SAMBA) transect in the Cape Basin region of the South Atlantic Ocean, between 09 April 2017 and 09 October 2018.
description: 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 7m, and deployed at a depth of 602m at location M8 (34.4991°S; 17.3019°E), along the South Atlantic MOC Basin-scale Array (SAMBA) transect in the Cape Basin region of the South Atlantic Ocean. The instrument measured hourly magnitude and direction in the upper part of the water column (49.73 - 577.73m) between 09 April 2017 11h00 and 09 October 2018 11h00. These hourly values were corrected for magnetic declination, and only hourly values which showed ≥ 75% good beam data were used.
DOI: 10.15493/dea.mims.20210328
title: Long-term observations of hourly currents measured by DVS at SAMBA Mooring 8, April 2017 - October 2018

description: A subsurface-mounted, upward-looking, 2400 kHz RD Instruments Doppler Volume Sampler (DVS) was configured with a bin size of 0.8m and a blanking distance of 0.3m, and deployed at a depth of 1357m at location M8 (34.4991°S; 17.3019°E).
description: The South African component of the international South Atlantic Meridional Overturning Circulation project (SAMOC-SA) aims to characterize 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 hourly currents in the water column from an DVS located at a depth of 1357m at Mooring 8 (34.4991°S; 17.3019°E) along the South Atlantic MOC Basin-scale Array (SAMBA) transect in the Cape Basin region of the South Atlantic Ocean, between 09 April 2017 and 09 October 2018.
description: A subsurface-mounted, upward-looking, 2400 kHz RD Instruments Doppler Volume Sampler (DVS) was configured with a bin size of 0.8m and a blanking distance of 0.3m, and deployed at a depth of 1357m at location M8 (34.4991°S; 17.3019°E), along the South Atlantic MOC Basin-scale Array (SAMBA) transect in the Cape Basin region of the South Atlantic Ocean. The instrument measured hourly magnitude and direction in the water column between 09 April 2017 11h00 and 09 October 2018 11h00. These hourly values were corrected for magnetic declination, and only hourly values which showed ≥ 75% good beam data were used.