cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15639392
title: Hybrid OSM/CLCplus land cover tiles for EU countries for 2022

description: OpenStreetMap (OSM) effectively captures landscape boundaries, making it valuable for land cover and land use (LCLU) mapping. However, its crowd-sourced nature introduces inconsistencies, misclassifications, and overlapping features. A global assessment revealed that only 17 countries, primarily in Europe, exceed 60% data completeness, with urban areas generally better represented than rural or natural regions. 

The resulting dataset in our study represents historical OSM data from 2022 across the European Union, translating OSM elements into a standardized nomenclature of 22 LCLU classes. The methodology involves a multi-step process, including the buffering of line features, sequential rasterization at 2 m resolution, and prioritization of LULC classes to preserve small land features. The dataset integrates OSM with the pan-European CLCplus Backbone (Sentinel-2 data, https://land.copernicus.eu/en/products/clc-backbone) in areas lacking OSM coverage. 

The resulting 30 km × 30 km raster tiles contain a total of 19 land use and land cover classes and are available for all European Union countries for the reference year 2022.

A web service is also available, providing merged tiles into a single pan-European layer. The Cloud Optimized GeoTIFF can be accessed using the following address: https://geoforall.fsv.cvut.cz/st_lucas/data/osm_clcplus_2022.tif

OSM/CLCplus tiles use the following nomenclature:




10
Buildings


11
Roads


12
Construction


13
Dumb


15
Dock


16
Urban green


18
Route


19
Residential


20
Cropland


30
Perennial


31
Greenhouses


40
Woodland


41
Transitional woodland


50
Shrubland


60
Grassland


70
Bare


80
Water


90
Wetland


100
Glacier
DOI: 10.5281/zenodo.14806962
title: Supplementary Information for 'A nutrient effect on the TEX$_{86}$ paleotemperature proxy'

description: Supplementary Information for 'A nutrient effect on the TEX$_{86}$ paleotemperature proxy'






Item ID



Descriptions



Dataset_S1


An updated global core-top TEX$_{86}$ data from previous compilation efforts, including Kim et al. (2008), Kim et al. (2010), Tierney & Tingley (2014; 2015), Rattanasriampaipong et al. (2022), Hagemann et al. (2023), and Varma et al. (2024). The dataset contains 2104 entries of isoprenoid GDGT fractional abundances from unique core-top sites, along with latitude-longitude coordinates, modern water depth (mbsl), calculated TEX$_{86}$ and BIT index values, and references/DOI for data sources.

Filename: ds01_updated_global_coretop_tex.csv



Dataset_S2


The spreadsheet containing "regionName" labels for all coretop locations.

Filename: ds02_manual_regionName_assigments.xlsx



Dataset_S3


A post-processed panda dataframe saved into csv file format. The updated coretop TEX$_{86}$ dataset (Dataset S1) with matched sea water properties, calculated GDGT-based indices, and matched "regionName" labels.

Filename: ds03_processed_coretop_tex.csv



Dataset_S4




This dataset contains statistics of gridded coretop TEX$_{86}$ data. The dataset includes the median, mean, standard deviation, and count of TEX$_{86}$ values for each grid cell with the same lat-lon dimensions as the WOA23 temperature data (0.25x0.25 degree grid). The dataset also includes the residuals of TEX86 values from the linear regression between TEX$_{86}$and the surface-to-thermocline average temperature (t_sf2tc_avg) values. Coretop TEX$_{86}$ data included in this dataset are quality-controlled by applying the thresholds of BIT < 0.5, MI < 0.5, and %GDGT-0 < 60%.

 

Filename: ds04_gridded_coretop_tex.nc




Dataset_S5




This dataset provides gridded ammonia oxidation data derived from the Global Nitrification Database (Tang et al., 2023). It includes statistics (count, median, mean, and standard deviation) of ammonia oxidation rates, as well as ammonium, nitrite, and nitrate concentrations, at each grid cell. The dataset is gridded at 0.25° × 0.25° spatial resolution for consistency with WOA23 data.

 

Filename: ds05_gridded_AOM_ds.nc




Dataset_S6




This dataset contains climatological annual means (1993–2022) derived from monthly climatologies of ocean properties. The variables included are:



no3_sf2tc_avg: surface-to-thermocline average nitrite concentration

no3_tc: nitrite concentration at the thermocline

t_sf2tc_avg: surface-to-thermocline average sea water temperature

t_tc: sea water temperature at the thermocline

tc_depth: thermocline depth


Filename: ds06_calculated_ocean_properties.nc




Dataset_S7


Paleoclimate records with UK$^{'}_{37}$ and TEX$_{86}$ from ocean drilling sites DSDP 591 and IODP U1510 in the Tasman Sea. (to be revised with Jordan)

Filename: ds07_TasmanSea_paleorecords.xlsx
DOI: 10.5281/zenodo.14806961
title: Supplementary Information for 'A nutrient effect on the TEX$_{86}$ paleotemperature proxy'

description: Supplementary Information for 'A nutrient effect on the TEX$_{86}$ paleotemperature proxy'






Item ID



Descriptions



Dataset_S1


An updated global core-top TEX$_{86}$ data from previous compilation efforts, including Kim et al. (2008), Kim et al. (2010), Tierney & Tingley (2014; 2015), Rattanasriampaipong et al. (2022), Hagemann et al. (2023), and Varma et al. (2024). The dataset contains 2104 entries of isoprenoid GDGT fractional abundances from unique core-top sites, along with latitude-longitude coordinates, modern water depth (mbsl), calculated TEX$_{86}$ and BIT index values, and references/DOI for data sources.

Filename: ds01_updated_global_coretop_tex.csv



Dataset_S2


The spreadsheet containing "regionName" labels for all coretop locations.

Filename: ds02_manual_regionName_assigments.xlsx



Dataset_S3


A post-processed panda dataframe saved into csv file format. The updated coretop TEX$_{86}$ dataset (Dataset S1) with matched sea water properties, calculated GDGT-based indices, and matched "regionName" labels.

Filename: ds03_processed_coretop_tex.csv



Dataset_S4




This dataset contains statistics of gridded coretop TEX$_{86}$ data. The dataset includes the median, mean, standard deviation, and count of TEX$_{86}$ values for each grid cell with the same lat-lon dimensions as the WOA23 temperature data (0.25x0.25 degree grid). The dataset also includes the residuals of TEX86 values from the linear regression between TEX$_{86}$and the surface-to-thermocline average temperature (t_sf2tc_avg) values. Coretop TEX$_{86}$ data included in this dataset are quality-controlled by applying the thresholds of BIT < 0.5, MI < 0.5, and %GDGT-0 < 60%.

 

Filename: ds04_gridded_coretop_tex.nc




Dataset_S5




This dataset provides gridded ammonia oxidation data derived from the Global Nitrification Database (Tang et al., 2023). It includes statistics (count, median, mean, and standard deviation) of ammonia oxidation rates, as well as ammonium, nitrite, and nitrate concentrations, at each grid cell. The dataset is gridded at 0.25° × 0.25° spatial resolution for consistency with WOA23 data.

 

Filename: ds05_gridded_AOM_ds.nc




Dataset_S6




This dataset contains climatological annual means (1993–2022) derived from monthly climatologies of ocean properties. The variables included are:



no3_sf2tc_avg: surface-to-thermocline average nitrite concentration

no3_tc: nitrite concentration at the thermocline

t_sf2tc_avg: surface-to-thermocline average sea water temperature

t_tc: sea water temperature at the thermocline

tc_depth: thermocline depth


Filename: ds06_calculated_ocean_properties.nc




Dataset_S7


Paleoclimate records with UK$^{'}_{37}$ and TEX$_{86}$ from ocean drilling sites DSDP 591 and IODP U1510 in the Tasman Sea. (to be revised with Jordan)

Filename: ds07_TasmanSea_paleorecords.xlsx
DOI: 10.15468/dl.wqppex
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epiplatys annulatus (Boulenger, 1915)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((53.2221 -7.3094,53.175 -6.9401,52.2917 -6.9401,52.2873 -7.3844,52.5484 -7.6243,53.0196 -7.576,53.2221 -7.3094))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057987-250525065834625/datasets/export for details.
DOI: 10.15468/dl.epvrtv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Craticula molestiformis (Hustedt) Mayama, 1999",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.529 -24.0715,20.509 -24.0455,20.509 -24.0715,20.529 -24.0715))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057988-250525065834625/datasets/export for details.
DOI: 10.15468/dl.cxjhcp
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "TaxonKey is Crassula capitella subsp. capitella"
 ]
}

 The dataset includes 110 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057989-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ya7vf7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epiplatys annulatus (Boulenger, 1915)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((37.7662 19.7333,37.7663 20.0599,37.1382 20.0599,37.1382 11.0599,44.3186 11.0599,44.0798 11.2595,43.8495 11.8222,43.8305 12.54,43.3858 13.2657,41.2508 15.1278,41.3523 15.6631,41.1413 16.086,40.7405 16.3725,40.5343 16.9022,39.5387 17.0726,39.1348 18.0388,39.3493 18.6268,39.116 19.1892,38.3245 19.7041,37.7662 19.7333))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057990-250525065834625/datasets/export for details.
DOI: 10.15468/dl.y783ec
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Craticula molestiformis (Hustedt) Mayama, 1999",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.5395 -23.2724,25.1306 -24.0715,25.5395 -24.0715,25.5395 -23.2724))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057991-250525065834625/datasets/export for details.
DOI: 10.15468/dl.kxbbe2
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aglaonema nitidum (Jack) Kunth)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970"
 ]
}

 The dataset includes 83 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057992-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15446448
title: HSC Y3 Target-Wide s20a Redshift Catalog — target_wide_s20a_10040_all.fits (2025 Archive)

description:  







This dataset contains the s20a “target-wide” photometric-redshift catalog (target_wide_s20a_10040_all.fits) from HSC PDR3. It provides galaxy-by-galaxy redshift estimates required for the tomographic Curvature-Factor (CF) shear analysis in GL-4 of the Tejera-Ace Standard Model (TASM).Archive contents: <ul><li>target_wide_s20a_10040_all.fits</li><li>manifest.json (timestamp + SHA-256 ledger)</li><li>checksums.txt (plain-text hashes)</li></ul>These files enable fully reproducible distance-aware lensing simulations in the TASM falsifiability pipeline.
DOI: 10.5281/zenodo.15446449
title: HSC Y3 Target-Wide s20a Redshift Catalog — target_wide_s20a_10040_all.fits (2025 Archive)

description:  







This dataset contains the s20a “target-wide” photometric-redshift catalog (target_wide_s20a_10040_all.fits) from HSC PDR3. It provides galaxy-by-galaxy redshift estimates required for the tomographic Curvature-Factor (CF) shear analysis in GL-4 of the Tejera-Ace Standard Model (TASM).Archive contents: <ul><li>target_wide_s20a_10040_all.fits</li><li>manifest.json (timestamp + SHA-256 ledger)</li><li>checksums.txt (plain-text hashes)</li></ul>These files enable fully reproducible distance-aware lensing simulations in the TASM falsifiability pipeline.
DOI: 10.15468/dl.cwtpk8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Craticula molestiformis (Hustedt) Mayama, 1999",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.2855 -34.7533,20.509 -34.5676,20.509 -32.9007,17.7723 -32.9007,17.8156 -33.0786,18.3471 -33.7176,18.3748 -33.8287,18.2181 -34.0492,18.3197 -34.3408,18.4452 -34.429,18.5435 -34.4213,18.5872 -34.3667,18.5363 -34.167,18.7345 -34.1508,18.7216 -34.3637,18.7808 -34.4521,19.0289 -34.4206,19.0831 -34.4835,19.2655 -34.5017,19.2032 -34.6157,19.2394 -34.6926,19.375 -34.6963,19.6091 -34.8524,19.8251 -34.8396,19.9798 -34.9064,20.1081 -34.8731,20.1517 -34.7847,20.2855 -34.7533))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057993-250525065834625/datasets/export for details.
DOI: 10.15468/dl.bx9rqj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epiplatys annulatus (Boulenger, 1915)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((45.66 11.3473,45.0861 11.0599,46.1382 11.0599,46.1382 11.2722,45.66 11.3473))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057994-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15447177
title: GL-4 CF1.0 Shear Correlation Outputs — HSC Y3 + COSMOS Photo-z (2025 Archive)

description: This archive contains the step-5a weak-lensing correlation results for the GL-4 protocol using HSC Y3 shapes (GAMA09H.fits) and COSMOS photo-z (Afterburner_reweighted_COSMOS_photoz_FDFC.fits).Includes:






 








CF1_xiplus_mizuki.csv [θ, ξ₊, pair_counts]




CF1_xiplus_mizuki.png (log-log ξ₊ vs θ plot)




manifest.json (timestamps & SHA-256 hashes)




checksums.txt (plain-text hash ledger)This dataset is fully DOI-tracked and reproducible under the TASM Simulation Scrutiny Protocol.
DOI: 10.5281/zenodo.15447178
title: GL-4 CF1.0 Shear Correlation Outputs — HSC Y3 + COSMOS Photo-z (2025 Archive)

description: This archive contains the step-5a weak-lensing correlation results for the GL-4 protocol using HSC Y3 shapes (GAMA09H.fits) and COSMOS photo-z (Afterburner_reweighted_COSMOS_photoz_FDFC.fits).Includes:






 








CF1_xiplus_mizuki.csv [θ, ξ₊, pair_counts]




CF1_xiplus_mizuki.png (log-log ξ₊ vs θ plot)




manifest.json (timestamps & SHA-256 hashes)




checksums.txt (plain-text hash ledger)This dataset is fully DOI-tracked and reproducible under the TASM Simulation Scrutiny Protocol.
DOI: 10.5281/zenodo.15447045
title: GL-4 Distribution of Curvature Factor CF(d) — 2025 Archive

description: This dataset contains a histogram plot of the per-galaxy Curvature Factor distribution CF(d)CF(d)CF(d) for the 326 835 HSC Y3 sources used in GL-4. The PNG is generated from target_wide_s20a_10040_all.fits and pz_pdf_bins_mizuki.fits. Includes manifest.json and checksums.txt for reproducibility.
DOI: 10.5281/zenodo.15447046
title: GL-4 Distribution of Curvature Factor CF(d) — 2025 Archive

description: This dataset contains a histogram plot of the per-galaxy Curvature Factor distribution CF(d)CF(d)CF(d) for the 326 835 HSC Y3 sources used in GL-4. The PNG is generated from target_wide_s20a_10040_all.fits and pz_pdf_bins_mizuki.fits. Includes manifest.json and checksums.txt for reproducibility.
DOI: 10.15468/dl.vcfd4n
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Craticula molestiformis (Hustedt) Mayama, 1999",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.628 -23.023,35.6007 -22.9702,35.6007 -23.165,35.628 -23.023))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057996-250525065834625/datasets/export for details.
DOI: 10.15468/dl.rdyxye
title: Occurrence Download

description: A dataset containing 664 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Museo de Ictiología de la Universidad Tecnológica Indoamérica (MZUTI)"
 ]
}

 The dataset includes 664 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057997-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dapta8
title: Occurrence Download

description: A dataset containing 5958 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ambystoma mavortium Baird, 1850)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970"
 ]
}

 The dataset includes 5958 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057995-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p7ymyx
title: Occurrence Download

description: A dataset containing 664 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Museo de Ictiología de la Universidad Tecnológica Indoamérica (MZUTI)"
 ]
}

 The dataset includes 664 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057999-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60541/p1ee-0640
title: Tobacco Free K-12 School Tobacco Policies in Florida

description: States and school districts around the United States have policies that prohibit smoking or tobacco use on school property. In 2011, Florida’s state legislature granted school districts the authority to restrict smoking on school district property. This is in addition to the state’s laws that prohibit anyone under the age of 21 from smoking or vaping within 1,000 feet of public or private K-12 schools during specific hours, and despite the state’s laws that preempt local regulation of smoking.  

This map presents county-level school district policies in Florida that address requirements and/or prohibitions related to tobacco products. The map includes key characteristics of these policies, such as rationale supporting the policy, prohibitions on student possession, use, and sale, of tobacco products, prohibitions on adult use and sale of tobacco products, scope of definitions covering tobacco products, consequences for student tobacco infractions, provisions regarding staff enforcement, provisions regarding visitor enforcement, notification requirements, provision of tobacco prevention education, prohibitions on tobacco product promotion, prohibitions on the solicitation or acceptance of gifts from tobacco companies, exceptions to the policy, requirements to provide tobacco cessation resources to students and staff, and dedicated policy evaluation requirements.  

This map identifies and displays key features of district or county-level tobacco policies across all 67 school districts in Florida, in effect from December 31, 2021 to December 31, 2023.
DOI: 10.15468/dl.t89myt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epiplatys annulatus (Boulenger, 1915)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((37.3005 22.3477,37.1382 22.4869,37.1382 20.0599,37.7663 20.0599,37.7668 21.2899,37.3972 21.7772,37.3005 22.3477))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057998-250525065834625/datasets/export for details.
DOI: 10.15468/dl.b5hkbn
title: Occurrence Download

description: A dataset containing 5856 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Geometry POLYGON((-89.3167 41.91786,-89.36506 41.90192,-89.3783 41.90233,-89.37817 41.88895,-89.35979 41.88855,-89.35925 41.86666,-89.34169 41.87004,-89.34124 41.88438,-89.32242 41.88315,-89.32181 41.89551,-89.31708 41.89551,-89.3167 41.91786))",
 "OccurrenceStatus is Present",
 "Year is 2023"
 ]
}

 The dataset includes 5856 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058000-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b5mk7q
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Craticula molestiformis (Hustedt) Mayama, 1999",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.6306 -23.844,35.6007 -23.8125,35.6007 -24.0157,35.6306 -23.844))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058002-250525065834625/datasets/export for details.
DOI: 10.6096/ctoh_backscatter_2020_01
title: Altimetric Backscattering

description: 4 altimetric parameters (backscattering coefficient, waveform peakiness, leading edge width and trailingedge slope) for 4 altimetric missions (ERS-2, Envisat, Saral, J1, J2) using 4 bands (Ka, Ku, C AND S) .The data is set in three dimensions : at 1Hz along of track for spatial dimension and monthly, seasonally and yearly statistic of each parameter for parameter dimension and corresponding to same time steps for temporal dimension.