cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15770/eum_sec_clm_0108
title: SEVIRI Rapid Scan Atmospheric Motion Vectors Climate Data Record Release 1 - MSG
title: MSGAMVRSS0100

description: Release 1 of the Climate Data Record (CDR) of MSG imager SEVIRI (Spinning Enhanced Visible Infra-Red Imager) High-Resolution Wind (HRW) from the Rapid Scan Service (RSS). This release covers the MSG SEVIRI RSS record from three different satellite platforms Meteosat-8 to -10. The CDR covers 12 years’ worth of data from 2008-05-06 until 2020-04-03 and there is a product every five minutes in NetCDF format. It provides information on Atmospheric motion vectors (AMV) speed (ms-1), direction (degree), and height (given in pressure units Pa) of vectors which are derived by tracking cloud or water vapour features between two images in time. AMV are wind vectors retrieved at all heights below the tropopause, derived from High Resolution Visible (HRV), Visible 0.6 microns Water Vapour (6.2 microns and 7.3 microns) and 10.8 microns. Infrared channels. In all channels, winds are retrieved by tracking cloud features. For the two WV channels, water vapour features are also tracked (clear sky winds).
The data record has been generated using the NWC SAF software for geostationary satellites (NWC/GEO).
DOI: 10.15468/dl.2gt32a
title: Occurrence Download

description: A dataset containing 434 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Taeniopteryx kuehtreiberi"
 ]
}

 The dataset includes 434 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003246-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jhp325
title: Occurrence Download

description: A dataset containing 362 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Philothamnus natalensis",
 "Year 2015-2026"
 ]
}

 The dataset includes 362 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003247-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15770/eum_sec_clm_0098
title: SEVIRI Rapid Scan High Rate Level 1.5 Image Data Climate Data Record Release 1 - MSG
title: MSG15-RSS
title: MSG15RSS0100

description: Release 1 of the Fundamental Climate Data Record (FCDR) of MSG imager SEVIRI (Spinning Enhanced Visible Infra-Red Imager) level 1.5 counts and recalibration coefficients (only for the infrared channels) from the Rapid Scan Service (RSS). This release covers the MSG SEVIRI RSS record from three different satellite platforms Meteosat-8 to -10. Both operational and recalibrated calibration coefficients are provided. The FCDR covers 13 years’ worth of data from 2008-05-06 until 2021-09-17, but recalibrated parameters are only available until 2020-04. To improve usability, the data are reformatted to NetCDF and additionally contain variable grouping, geolocation information, and sun/satellite angles.
DOI: 10.15770/eum_sec_clm_0086
title: SI-1 Fundamental Data Record Release 1 - Meteor - Polar
title: SI1xxx1C0100

description: Release 1 of Fundamental Data Record (FDR) of measurements taken by the  Spectrometer/Interferometer (SI)-1, developed by the Academy of Sciences of the German Democratic Republic, which flew on polar orbiting satellites Meteor-28 (also known as Meteor-P3) and Meteor-29 (also known as Meteor-P4) operated by the Soviet Union in the late seventies. The SI-1 FDR Release 1 covers the period July and September 1977 for Meteor-P2 and January and June 1979 for Meteor-P3.
DOI: 10.15770/eum_sec_clm_0071
title: SLSTR Level 1B Radiances and Brightness Temperatures (version BC003) - Sentinel-3 - Reprocessed
title: SL_1_RBTBC003
title: SL_1_RBT___

description: The SLSTR level 1 products contain: the radiances of the 6 visible (VIS), Near Infra-Red (NIR) and Short Wave Infra-Red (SWIR) bands (on the A and B stripe grids); the Brightness Temperature (BT) for the 3 Thermal Infra-Red (TIR) bands; the BT for the 2 Fire (FIR) bands. Resolution: 1km at nadir (TIR), 500m (VIS). All are provided for both the oblique and nadir view. These measurements are accompanied with grid and time information, quality flags, error estimates and meteorological auxiliary data. Sentinel-3 is part of a series of Sentinel satellites, under the umbrella of the EU Copernicus programme.

This collection contains reprocessed data from baseline collection 003. Operational data can be found in the corresponding collection.
DOI: 10.15770/eum_sec_clm_0083
title: SLSTR Level 1B Radiances and Brightness Temperatures (version BC004) - Sentinel-3 - Reprocessed
title: SL_1_RBT___
title: SL_1_RBTBC004

description: The SLSTR level 1 products contain: the radiances of the 6 visible (VIS), Near Infra-Red (NIR) and Short Wave Infra-Red (SWIR) bands (on the A and B stripe grids); the Brightness Temperature (BT) for the 3 Thermal Infra-Red (TIR) bands; the BT for the 2 Fire (FIR) bands. Resolution: 1km at nadir (TIR), 500m (VIS). All are provided for both the oblique and nadir view. These measurements are accompanied with grid and time information, quality flags, error estimates and meteorological auxiliary data. Sentinel-3 is part of a series of Sentinel satellites, under the umbrella of the EU Copernicus programme.

This collection contains reprocessed data from baseline collection 004. Operational data can be found in the corresponding collection.
DOI: 10.5281/zenodo.18740681
title: ResilMesh - Pilot 1 - Alias Robotics
DOI: 10.5281/zenodo.18740682
title: ResilMesh - Pilot 1 - Alias Robotics
DOI: 10.15468/dl.3jyqmy
title: Occurrence Download

description: A dataset containing 24817 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Taeniopteryx nebulosa"
 ]
}

 The dataset includes 24817 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003248-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15770/eum_sec_clm_0072
title: SLSTR Level 2 Sea Surface Temperature (SST) (version BC003) - Sentinel-3 - Reprocessed
title: SL_2_WSTBC003
title: SL_2_WST___

description: The SLSTR SST has a spatial resolution of 1km at nadir. Skin Sea Surface Temperature following the GHRSST L2P GDS2 format specification, see https://www.ghrsst.org/ . Sentinel-3 is part of a series of Sentinel satellites, under the umbrella of the EU Copernicus programme.

This collection contains reprocessed data from baseline collection 003. Operational data can be found in the corresponding collection.
DOI: 10.5281/zenodo.17742186
title: TOMATO - Technical Online Marketplace ATO Dataset

description: The dataset simulates online marketplace user behavior with injected account takeover (ATO) attacks.

User number: 1000Simulated time: 1 year, January 1st. 2024 - December 31st. 2024Number of events ~30 000 000 

Events:




Event
Description


login
User logs into the system, using a preferred device (denoted by IP), this starts the session


ad_search
User searches for interesting ads, using various filters such as price, category, location...


ad_view
Users views an ad


ad_message
After viewing an ad, the user might express interest in buying the item (we have no definite knowledge if the item was sold or not)


ad_input
User submits a new ad




 

Scenarios:




Scenario
Description
User Number


1
Phishing: Fraudster submits an ad with an attractive price. After receiving inquiries through the internal messaging system, they try to move conversation to external communication platforms, typically whatsapp. Once contact is established, the scammer sends fake delivery links, prompting users to enter their credit card information.
30


2
Overpayment / Pickup and Delivery Scam: Fraudster sends an inquiry for a high priced ad, asking to include a third party, such as a package delivery company, sometimes offering more money than originally asked in the ad. They ask for a small fee for the package delivery, sometimes sending faked payment confirmations. The seller is then tricked into paying the ``delivery fee'' via a fake link or external payment service, losing money in the process.
20


3
Spam: Fraudster sends the same message to many users (e.g., “Buy crypto now!” or “Visit this site for a deal”), containing malicious links.
10




 

File info:




File
Fields
Records
Size


login.csv
user_id, user_agent, user_ip, event_type, timestamp
1977503
102M


ad_views.csv
user_id, user_agent, user_ip, event_type, adid, timestamp
18298904
1.1G


searches.csv
user_id, user_agent, user_ip, event_type, timestamp, category
8495123
556M


ad_inputs.csv
user_id,user_agent,user_ip,event_type, adid, timestamp, content
1578621
426M


ad_messages.csv
user_id, user_agent, user_ip, event_type, adid, timestamp, content
828491
108.8M




 

Status: Completed. This project represents the frozen code state for the PhD thesis and is not actively maintained.
DOI: 10.5281/zenodo.17742187
title: TOMATO - Technical Online Marketplace ATO Dataset

description: The dataset simulates online marketplace user behavior with injected account takeover (ATO) attacks.

User number: 1000Simulated time: 1 year, January 1st. 2024 - December 31st. 2024Number of events ~30 000 000 

Events:




Event
Description


login
User logs into the system, using a preferred device (denoted by IP), this starts the session


ad_search
User searches for interesting ads, using various filters such as price, category, location...


ad_view
Users views an ad


ad_message
After viewing an ad, the user might express interest in buying the item (we have no definite knowledge if the item was sold or not)


ad_input
User submits a new ad




 

Scenarios:




Scenario
Description
User Number


1
Phishing: Fraudster submits an ad with an attractive price. After receiving inquiries through the internal messaging system, they try to move conversation to external communication platforms, typically whatsapp. Once contact is established, the scammer sends fake delivery links, prompting users to enter their credit card information.
30


2
Overpayment / Pickup and Delivery Scam: Fraudster sends an inquiry for a high priced ad, asking to include a third party, such as a package delivery company, sometimes offering more money than originally asked in the ad. They ask for a small fee for the package delivery, sometimes sending faked payment confirmations. The seller is then tricked into paying the ``delivery fee'' via a fake link or external payment service, losing money in the process.
20


3
Spam: Fraudster sends the same message to many users (e.g., “Buy crypto now!” or “Visit this site for a deal”), containing malicious links.
10




 

File info:




File
Fields
Records
Size


login.csv
user_id, user_agent, user_ip, event_type, timestamp
1977503
102M


ad_views.csv
user_id, user_agent, user_ip, event_type, adid, timestamp
18298904
1.1G


searches.csv
user_id, user_agent, user_ip, event_type, timestamp, category
8495123
556M


ad_inputs.csv
user_id,user_agent,user_ip,event_type, adid, timestamp, content
1578621
426M


ad_messages.csv
user_id, user_agent, user_ip, event_type, adid, timestamp, content
828491
108.8M




 

Status: Completed. This project represents the frozen code state for the PhD thesis and is not actively maintained.
DOI: 10.15770/eum_sec_clm_0073
title: SRAL Level 1A Unpacked L0 Complex Echoes (version BC004) - Sentinel-3 - Reprocessed
title: SR_1_SRA_ABC004
title: SR_1_SRA_A_

description: Fundamental science and engineering product development supporting operational users. This product is most relevant to SAR processing specialists allowing fundamental studies on SAR processing such as Doppler beam formation and for calibration studies using ground-based Transponders. Sentinel-3 is part of a series of Sentinel satellites, under the umbrella of the EU Copernicus programme.

This collection contains reprocessed data from baseline collection 004. Operational data can be found in the corresponding collection.
DOI: 10.15770/eum_sec_clm_0091
title: SRAL Level 1A Unpacked L0 Complex Echoes (version BC005) - Sentinel-3 - Reprocessed
title: SR_1_SRA_A_
title: SR_1_SRA_ABC005

description: Fundamental science and engineering product development supporting operational users. This product is most relevant to SAR processing specialists allowing fundamental studies on SAR processing such as Doppler beam formation and for calibration studies using ground-based Transponders. Sentinel-3 is part of a series of Sentinel satellites, under the umbrella of the EU Copernicus programme.

This dataset contains reprocessed data from Baseline Collection 005, and is continued by the operational NTC data stream from 10/Mar/2023 onwards.
DOI: 10.5281/zenodo.14587224
title: Ecotoxicity and physico-chemical properties of concrete construction and demolition waste leachates

description: Research focused on ecotoxicity and chemical composition of concrete construction and demolition waste (CDW) leachates with emphasis on sensitivity of plant toxicity tests (Lemna minor, Desmodesmus subspicatus, Sinapis alba).
DOI: 10.5281/zenodo.14587225
title: Ecotoxicity and physico-chemical properties of concrete construction and demolition waste leachates

description: Research focused on ecotoxicity and chemical composition of concrete construction and demolition waste (CDW) leachates with emphasis on sensitivity of plant toxicity tests (Lemna minor, Desmodesmus subspicatus, Sinapis alba).
DOI: 10.15770/eum_sec_clm_0075
title: SRAL Level 1B (version BC004) - Sentinel-3 - Reprocessed
title: SR_1_SRA_BC004
title: SR_1_SRA___

description: SRAL Level 1B: Complex echoes (In-phase (I) and Quadrature (Q)) for the Low Resolution Mode (LRM) and/or Synthetic Aperture Radar (SAR) mode both for C Band and Ku band. When the altimeter is in SAR mode, this product also contains the so-called Pseudo LRM (PLRM) echoes. Sentinel-3 is part of a series of Sentinel satellites, under the umbrella of the EU Copernicus programme.

This collection contains reprocessed data from baseline collection 004. Operational data can be found in the corresponding collection.
DOI: 10.5281/zenodo.18740717
title: Shapes_variables_TNG300
title: Input data used in measurement of intrinsic alignment correlations of disks and ellipticals.

description: See README for dataset description.
DOI: 10.5281/zenodo.18740718
title: Shapes_variables_TNG300
title: Input data used in measurement of intrinsic alignment correlations of disks and ellipticals.

description: See README for dataset description.
DOI: 10.15770/eum_sec_clm_0088
title: SRAL Level 1B (version BC005) - Sentinel-3 - Reprocessed
title: SR_1_SRA___
title: SR_1_SRA_BC005

description: SRAL Level 1B: Complex echoes (In-phase (I) and Quadrature (Q)) for the Low Resolution Mode (LRM) and/or Synthetic Aperture Radar (SAR) mode both for C Band and Ku band. When the altimeter is in SAR mode, this product also contains the so-called Pseudo LRM (PLRM) echoes. Sentinel-3 is part of a series of Sentinel satellites, under the umbrella of the EU Copernicus programme.

This dataset contains reprocessed data from Baseline Collection 005, and is continued by the operational NTC data stream from 10/Mar/2023 onwards.
DOI: 10.15770/eum_sec_clm_0074
title: SRAL Level 1B Stack Echoes (version BC004) - Sentinel-3 - Reprocessed
title: SR_1_SRA_BSBC004
title: SR_1_SRA_BS

description: SRAL Level 1B: Complex echoes (In-phase (I) and Quadrature (Q)) for the Low Resolution Mode (LRM) and/or Synthetic Aperture Radar (SAR) mode both for C Band and Ku band. When the altimeter is in SAR mode, this product also contains the so-called Pseudo LRM (PLRM) echoes. Complex (In-phase and Quadrature) echoes (I's and Q;s) after slant/Doppler range correction. This product is most relevant to geophysical retrieval algorithm developers (over ocean, land and ice surfaces), surface characterisations studies (e.g. impact of sea state bias, wave directional effects etc) and Quality Control systems. Sentinel-3 is part of a series of Sentinel satellites, under the umbrella of the EU Copernicus programme.

This collection contains reprocessed data from baseline collection 004. Operational data can be found in the corresponding collection.
DOI: 10.15770/eum_sec_clm_0090
title: SRAL Level 1B Stack Echoes (version BC005) - Sentinel-3 - Reprocessed
title: SR_1_SRA_BS
title: SR_1_SRA_BSBC005

description: SRAL Level 1B: Complex echoes (In-phase (I) and Quadrature (Q)) for the Low Resolution Mode (LRM) and/or Synthetic Aperture Radar (SAR) mode both for C Band and Ku band. When the altimeter is in SAR mode, this product also contains the so-called Pseudo LRM (PLRM) echoes. Complex (In-phase and Quadrature) echoes (I's and Q;s) after slant/Doppler range correction. This product is most relevant to geophysical retrieval algorithm developers (over ocean, land and ice surfaces), surface characterisations studies (e.g. impact of sea state bias, wave directional effects etc) and Quality Control systems. Sentinel-3 is part of a series of Sentinel satellites, under the umbrella of the EU Copernicus programme.

This dataset contains reprocessed data from Baseline Collection 005, and is continued by the operational NTC data stream from 10/Mar/2023 onwards.
DOI: 10.15468/dl.fha7xq
title: Occurrence Download

description: A dataset containing 598365 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((2.59502 41.9962,2.50409 41.96344,2.4584 41.86507,2.55697 41.72212,2.68829 41.61262,2.79207 41.64829,2.85031 41.76238,2.89882 41.82946,2.89889 41.87191,2.85649 42.02308,2.72601 42.03744,2.59502 41.9962))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 598365 records from 283 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003173-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15770/eum_sec_clm_0076
title: SRAL Level 2 Altimetry Global (version BC004) - Sentinel-3 - Reprocessed
title: SR_2_WATBC004
title: SR_2_WAT___

description: The products contain the typical altimetry measurements, like the altimeter range, the sea surface height, the wind speed, significant wave height and all required geophysical corrections and related flags. Also the sea Ice freeboard measurement is included. The measurements in the standard data file provide the measurements in low (1 Hz = approx. 7km) and high resolution (20 Hz = approx. 300 m), in LRM mode or in SAR mode, for both C-band and Ku band. The SAR mode is the default mode. The reduced measurement data file contains 1 Hz measurements only. The enhanced measurement data file contains also the waveforms and associated parameters and the pseudo LRM measurements when in SAR mode. Sentinel-3 is part of a series of Sentinel satellites, under the umbrella of the EU Copernicus programme.

This collection contains reprocessed data from baseline collection 004. Operational data can be found in the corresponding collection.
DOI: 10.15770/eum_sec_clm_0089
title: SRAL Level 2 Altimetry Global (version BC005) - Sentinel-3 - Reprocessed
title: SR_2_WAT___
title: SR_2_WATBC005

description: The products contain the typical altimetry measurements, like the altimeter range, the sea surface height, the wind speed, significant wave height and all required geophysical corrections and related flags. Also the sea Ice freeboard measurement is included. The measurements in the standard data file provide the measurements in low (1 Hz = approx. 7km) and high resolution (20 Hz = approx. 300 m), in LRM mode or in SAR mode, for both C-band and Ku band. The SAR mode is the default mode. The reduced measurement data file contains 1 Hz measurements only. The enhanced measurement data file contains also the waveforms and associated parameters and the pseudo LRM measurements when in SAR mode. Sentinel-3 is part of a series of Sentinel satellites, under the umbrella of the EU Copernicus programme.

This dataset contains reprocessed data from Baseline Collection 005, and is continued by the operational NTC data stream from 10/Mar/2023 onwards.
DOI: 10.15468/dl.7nxxmq
title: Occurrence Download

description: A dataset containing 1593636 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anthomastus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1593636 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003168-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15770/eum_sec_clm_0085
title: SSM/T Level 1C Fundamental Data Record Release 1 - Multimission - Global
title: SSMTxx1C0100

description: Fundamental Data Record (FDR) of the Special Sensor Microwave Temperature (SSM/T) measurements. SSM/T is a temperature sounding instrument measuring layered temperatures of the troposphere and the stratosphere. SSM/T instruments were on board Defense Meteorological Satellite Program (DMSP) satellites F10 to F15.
DOI: 10.15770/eum_sec_clm_0046
title: SSM/T-2 Microwave Humidity Sounder Climate Data Record Release 1 - DMSP

description: Release 1 of the Fundamental Climate Data Record (FCDR) of the Microwave Humidity Sounder consists of measurements from Special Sensor Microwave Humidity (SSM/T-2) onboard Defense Meteorological Satellite Program (DMSP) satellites F11, F12, F14, and F15. The FCDR provides recalibrated brightness temperatures with detailed uncertainty estimates and error correlation information. The FCDR was generated in the EU Horizon2020 Fidelity and uncertainty in climate data records from Earth Observations (FIDUCEO) project and as further elaborated in the Product User Guide, the FCDR files are provided in FIDUCEO EASY netCDF4 formats.
DOI: 10.15468/dl.2huwq9
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "IucnRedListCategory is NT",
 "OccurrenceStatus is Present",
 "TaxonKey is Ceratotherium simum",
 "Year 2020-2026"
 ]
}

 The dataset includes 71 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003250-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15770/eum_sec_clm_0050
title: SSM/T-2 Microwave Humidity Sounder Climate Data Record Release 2 - DMSP
title: SSMT2MWS0200

description: Release 2 of the Fundamental Climate Data Record (FCDR) of the Microwave Humidity Sounder consists of measurements from Special Sensor Microwave Humidity (SSM/T-2) onboard Defense Meteorologocal Satellite Program (DMSP) satellites F11, F12, F14, and F15. The FCDR provides recalibrated brightness temperatures with detailed uncertainty estimates and error correlation information. It also comes with additional cloud flag information. The FCDR was generated for the Copernicus Climate Change Service (C3S) and as further elaborated in the Product User Guide, the FCDR files are provided in netCDF4 format.
DOI: 10.15770/eum_saf_o3m_0020
title: Total And Tropospheric NO2 Column Data Record - Metop
title: TCDR NO2
title: O3M-87

description: Monthly gridded NO2 (total and tropospheric) data record provides long-term information about vertical column densities of nitrogen dioxide in the atmosphere. This is a Thematic Climate Data Record (TCDR).