AndreaBozzo/ceres-open-data-index huggingface dataset:
Global Drought Total Economic Loss Risk Deciles

The Global Drought Total Economic Loss Risk Deciles is a 2.5 minute grid of global drought total economic loss risks. A process of spatially allocating Gross Domestic Product (GDP) based upon the Sachs et al. (2003) methodology is utilized.  First the proportional contributions of subnational Units to their respective national GDP are determined using sources of various origins. The contribution rates are then applied to published World Bank Development Indicators to determine a GDP value for the subnational Unit. Once the national GDP is spatially stratified into the smallest administrative Units available, GDP values for grid cells are derived using Gridded Population of the World, Version 3 (GPWv3) data of population distributions. A per capita contribution value is determined within each subnational Unit, and this value is multiplied by the population per grid cell. Once a GDP value has been determined on a per grid cell basis, then the regionally variable loss rate as derived from the historical records of EM-DAT is used to determine the total economic loss risks posed to a grid cell by drought hazards. The final surface does not present absolute values of total economic loss, but rather a relative decile (1-10 with increasing risk) ranking of grid cells based upon the calculated economic loss risks. This data set is the result of collaboration among the Columbia University Center for Hazards and Risk Research (CHRR), International Bank for Reconstruction and Development/The World Bank, and Columbia University Center for International Earth Science Information Network (CIESIN).

Tags: earth-science, human-dimensions, natural-hazards, socioeconomics
Organization: National Aeronautics and Space Administration
ROSETTA-ORBITER ROSETTA EXTENSION 1 OSINAC 2 EDR MTP025 V1.0

This data set contains images acquired by the OSIRIS Narrow Angle Camera during the ROSETTA EXTENSION 1 phase of the Rosetta mission at the comet 67P, covering the period from 2016-01-12T23:25:00.000 to 2016-02-09T23:24:59.000.

Tags: 67p-churyumov-gerasimenko-1-1969-r1, bias, dark, earth, international-rosetta-mission, vega, zeta-cas
Organization: National Aeronautics and Space Administration
Modeling non-Gaussian time-varying vector autoregressive process

We present a novel and general methodology for modeling time-varying vector autoregressive processes which are widely used in many areas such as modeling of chemical processes, mobile communication channels and biomedical signals. In the literature, most work utilize multivariate Gaussian models for the mentioned applications, mainly due to the lack of efficient analytical tools for modeling with non-Gaussian distributions. In this paper, we propose a particle filtering approach which can model non-Gaussian autoregressive processes having cross-correlations among them. Moreover, time-varying parameters of the process can be modeled as the most general case by using this sequential Bayesian estimation method. Simulation results justify the performance of the proposed technique, which potentially can model also Gaussian processes as a sub-case.

Tags: ames, dashlink, nasa
Organization: National Aeronautics and Space Administration
VENUS CLIMATE ORBITER IR1 GEOMETRY
                                      INFORMATION V1.0

The VCO IR1 SEDR data set contains products of geometry information calculated by SPICE toolkit using SPICE kernels VCO-V-SPICE-6-V1.0, associated with images acquired by the IR1 instrument onboard the Venus Climate Orbiter (VCO, also known as PLANET-C and AKATSUKI) spacecraft. The data files are provided in FITS format with several HDUs as IMAGE extension, and it also contains metadata to the header of the HDUs.

Tags: earth, venus, venus-climate-orbiter
Organization: National Aeronautics and Space Administration
ROSETTA-ORBITER 67P RSI 1/2/3
                                     PRELANDING 0408 V1.0

This is a Rosetta Radio Science data set, collected during the PRELANDING phase 2014-01-21 to 2014-11-18. It is a Global Gravity measurement at the comet 67P and covers the time 2014-11-04T20:57:05.000 to 2014-11-04T23:24:48.000.

Tags: 67p-churyumov-gerasimenko-1-1969-r1, international-rosetta-mission
Organization: National Aeronautics and Space Administration
ROSETTA-ORBITER 67P RSI 1/2/3
                                     COMET ESCORT 1 0489 V1.0

This is a Rosetta Radio Science data set, collected during the COMET ESCORT 1 phase 2014-11-20 to 2015-03-10. It is a Global Gravity measurement at the comet 67P and covers the time 2014-12-14T06:44:15.000 to 2014-12-14T12:55:07.500.

Tags: 67p-churyumov-gerasimenko-1-1969-r1, international-rosetta-mission
Organization: National Aeronautics and Space Administration
ROSETTA-ORBITER 67P NAVCAM 3 COMET ESCORT 3 MTP021 V1.0

This dataset contains ROSETTA NAVCAM RADIOMETRICALLY CALIBRATED DATA of the COMET ESCORT 3 MTP021 Phase from 23 Sep. 2015, 06:02:17 to 20 Oct. 2015, 23:02:19 when at the vicinity of target 67P/CG.

Tags: 67p-churyumov-gerasimenko-1-1969-r1, alpha-lyr, international-rosetta-mission, zeta-cas
Organization: National Aeronautics and Space Administration
Sentinel-5P TROPOMI Near-Real-Time (NRT) Radiance product band 5 (NIR detector) L1B 5.5km x 3.5km V2 (S5P_L1B_RA_BD5_HiR_NRT) at GES DISC

The Sentinel-5P TROPOMI Near Real Time (NRT) Radiance product band 5 (NIR detector) L1B 5.5km x 21km V2 (S5P_L1B_RA_BD5_HiR_NRT) product at GES DISC is the near real time version of the offline S5P_L1B_RA_BD4_HiR data product. These data are typically available within three hours of measurement as required by the Land Atmosphere NRT Capability Earth Observing System (LANCE). These data are intended for a rapid turnaround assessment and are only archived for up to ten days. Users who require a longer data record, or wish to conduct rigorous analysis should use the offline version of this product S5P_L1B_RA_BD5_HiR.

The Copernicus Sentinel-5 Precursor (Sentinel-5P or S5P) satellite mission is one of the European Space Agency's (ESA) new mission family - Sentinels, and it is a joint initiative between the Kingdom of the Netherlands and the ESA. The sole payload on Sentinel-5P is the TROPOspheric Monitoring Instrument (TROPOMI), which is a nadir-viewing 108 degree Field-of-View push-broom grating hyperspectral spectrometer, covering the wavelength of ultraviolet-visible (UV-VIS, 270nm to 495nm), near infrared (NIR, 675nm to 775nm), and shortwave infrared (SWIR, 2305nm-2385nm).
TROPOMI Level-1B (L1B) product is generated by the Koninklijk Nederlands Meteoroligisch Instituut (KNMI) TROPOMI L01B processor from Level-0 input data and auxiliary data products with the netCDF-4 enhanced model. It provides users with radiance, irradiance, calibration and engineering products. Data are stored in individual files, or granules, that contain one orbit of information. The data are stored in netCDF4 data format and files and complete files are ~0.650 GB.

Tags: atmosphere, atmospheric-radiation, earth-science, platform-characteristics, sensor-characteristics, spectral-engineering, ultraviolet-wavelengths
Organization: National Aeronautics and Space Administration
SMAPVEX08 PALS Brightness Temperature Data V001

This data set contains brightness temperatures obtained by the Passive Active L-band System (PALS) microwave aircraft radiometer instrument as part of the Soil Moisture Active Passive Validation Experiment 2008 (SMAPVEX08).

Tags: earth-science, land-surface, microwave, spectral-engineering, surface-thermal-properties
Organization: National Aeronautics and Space Administration
CALIPSO All-Sky Lidar L3 Data V1-00

Cloud-Aerosol Lidar and Infrared Pathfinder Satellite Observations (CALIPSO) was launched on April 28, 2006 to study the impact of clouds and aerosols on the Earth’s radiation budget and climate. It flies in formation with five other satellites in the international “A-Train” (PDF) constellation for coincident Earth observations. The CALIPSO satellite comprises three instruments, the Cloud-Aerosol LIdar with Orthogonal Polarization (CALIOP), the Imaging Infrared Radiometer (IIR), and the Wide Field Camera (WFC). CALIPSO is a joint satellite mission between NASA and the French Agency, CNES.

Tags: aerosol, atmospheric-science, climate, cloud, eos, radiation, satellite
Organization: National Aeronautics and Space Administration
ROSETTA-ORBITER 67P RPCLAP 2
PRL MTP006 V2.0

This data set contains
EDITED data from Rosetta RPC-LAP, acquired during the PRELANDING
MTP006 mission phase. Comet C-G/67P was the primary target.
This data set supersedes RO-C-RPCLAP-2-PRL-EDITED-V1.0 and is only
MTP006 part of it.

Tags: 67p-churyumov-gerasimenko-1-1969-r1, international-rosetta-mission
Organization: National Aeronautics and Space Administration
ROSETTA-ORBITER 67P ROSINA 3 ESC1 V1.0

This data set contains CODMAC
level 3 science data acquired by the DFMS and RTOF ROSINA sensors
between 2014-11-19 and 2015-03-10 during the Escort phase 1 of
the Rosetta mission to comet 67P/CG. COPS data do not need on-
ground calibration and are included in the level 2 dataset.

Tags: 67p-churyumov-gerasimenko-1-1969-r1, international-rosetta-mission
Organization: National Aeronautics and Space Administration
MARS PATHFINDER ROVER MARS ROVER CAMERA
                                      2 EDR VERSION 1.0

Mars Pathfinder bounced down and rolled to a stop on the surface 
of Mars on July 4, 1997.  After a slight delay in deployment due 
to airbags draped over one of the lander's petals, the Rover rolled 
down onto the surface of Mars at 5:37am, July 6, 1997 (UTC).

Tags: mars, mars-pathfinder
Organization: National Aeronautics and Space Administration
ROSETTA-ORBITER 67P RSI 1/2/3
                                     COMET ESCORT 3 1115 V1.0

This is a Rosetta Radio Science data set, collected during the COMET ESCORT 3 phase 2015-07-01 to 2015-10-21. It is a Global Gravity measurement at the comet 67P and covers the time 2015-10-20T10:19:55.000 to 2015-10-20T17:22:55.500.

Tags: 67p-churyumov-gerasimenko-1-1969-r1, international-rosetta-mission
Organization: National Aeronautics and Space Administration
ROSETTA-ORBITER 67P OSINAC 4 EXT1-MTP026 RDR-INFLDSTR V1.0

This CODMAC level 4 data set contains solar stray-light corrected, in-field stray-light corrected,  radiometric calibrated and geometric distortion corrected  (resampled) image data in W/m^2/sr/nm,  acquired by the OSIRIS Narrow Angle Camera on the Rosetta spacecraft  during the ROSETTA EXTENSION 1 mission phase, covering the period  from 2016-02-09T23:25:00.000 to 2016-03-08T23:24:59.000. The prime target is comet 67P/Churyumov-Gerasimenko 1 (1969 R1). This version V1.0 is the first version of this dataset: Lien corrected dataset after September 2019 PSA/PDS external peer review.

Tags: 67p-churyumov-gerasimenko-1-1969-r1, international-rosetta-mission
Organization: National Aeronautics and Space Administration
ROSETTA-ORBITER 67P NAVCAM 3 COMET ESCORT 1 MTP012 V1.0

This dataset contains ROSETTA NAVCAM RADIOMETRICALLY CALIBRATED DATA of the COMET ESCORT 1 MTP012 Phase from 14 Jan. 2015, 04:19:32 to 10 Feb. 2015, 23:22:55 when at the vicinity of target 67P/CG.

Tags: 67p-churyumov-gerasimenko-1-1969-r1, international-rosetta-mission
Organization: National Aeronautics and Space Administration
ROSETTA-ORBITER COMET ESCORT 2 OSINAC 2 EDR MTP016 V2.0

This data set contains images acquired by the OSIRIS Narrow Angle Camera during the COMET ESCORT 2 phase of the Rosetta mission at the comet 67P, covering the period from 2015-05-05T23:25:00.000 to 2015-06-02T23:24:59.000. This version V2.0 supersedes previous deliveries of the same dataset.

Tags: 67p-churyumov-gerasimenko-1-1969-r1, bias, dark, international-rosetta-mission
Organization: National Aeronautics and Space Administration
VG1 JUP MAG RESAMPLED SYSTEM III (1965)
                                        COORDS 48.0SEC V1.1

This data set contains calibrated magnetic field data acquired by the Voyager 1 Low Field Magnetometer (LFM) during the Jupiter encounter. Coverage begins in the solar wind inbound to Jupiter and continues past the last outbound bowshock crossing. The data are in System III (1965) (SYS3) coordinates and have been averaged from the 9.6 second summary data to a 48 second sample rate.

Tags: jupiter, voyager
Organization: National Aeronautics and Space Administration
ROSETTA-ORBITER 67P RSI 1/2/3
                                     COMET ESCORT 2 0708 V1.0

This is a Rosetta Radio Science data set, collected during the COMET ESCORT 2 phase 2015-03-11 to 2015-06-30. It is a Global Gravity measurement at the comet 67P and covers the time 2015-04-13T21:25:50.000 to 2015-04-14T08:07:06.500.

Tags: 67p-churyumov-gerasimenko-1-1969-r1, international-rosetta-mission
Organization: National Aeronautics and Space Administration
ROSETTA-ORBITER 67P SREM 2 ESCORT 4
    MTP024 V1.0

This data set contains count rates (1/s) as measured by the Standard Radiation Environment Monitor (SREM) instrument on the Rosetta spacecraft, along with their standard deviations.  The primary target is comet 67P/Churyumov-Gerasimenko. These are CODMAC Level 2 Experiment Data Record data, and provide a measure of the radiation in the spacecraft environment during the Medium Term Plan 24 period of the ESCORT 4 mission phase.

Tags: 67p-churyumov-gerasimenko-1-1969-r1, international-rosetta-mission
Organization: National Aeronautics and Space Administration
ROSETTA-ORBITER EARTH RPCLAP
2 EAR2 EDITED2 V1.0

This data set contains EDITED
data from Rosetta RPC-LAP, acquired during the EARTH SWING-BY 2 mission
phase where the primary target was the planet EARTH. It contains
uncalibrated raw data, i.e. the digital output of the instrument.

Tags: earth, international-rosetta-mission
Organization: National Aeronautics and Space Administration
ROSETTA-ORBITER 67P OSINAC 3 EXT3-MTP031 RDR V3.0

This CODMAC level 3 data set contains radiometric calibrated image data in W/m^2/sr/nm, acquired by the OSIRIS Narrow Angle Camera on the Rosetta spacecraft during the ROSETTA EXTENSION 3 mission phase, covering the period from 2016-06-28T23:25:00.000 to 2016-07-26T23:24:59.000. The prime target is comet 67P/Churyumov-Gerasimenko 1 (1969 R1). This version V3.0 supersedes previous deliveries of the same dataset with the following changes since the last version: Lien corrected dataset after the July and October 2018 PSA/PDS external peer reviews. Updated documentation and ancillary files, added document on bandpass filter. Updated SCIENCE_USER_GUIDE_V03.PDF to include one section about FAQ and one section about image data quality. Added shutter backtravel and readout issues to image quality map. Updated DATA_QUALITY_ID keyword in image header. Improved handling of images with missing packets.

Tags: 16-cyg-b, 67p-churyumov-gerasimenko-1-1969-r1, international-rosetta-mission
Organization: National Aeronautics and Space Administration
ROSETTA-ORBITER 67P RSI 1/2/3
                                     COMET ESCORT 1 0626 V1.0

This is a Rosetta Radio Science data set, collected during the COMET ESCORT 1 phase 2014-11-20 to 2015-03-10. It is a Global Gravity measurement at the comet 67P and covers the time 2015-03-07T22:10:45.000 to 2015-03-08T00:56:59.000.

Tags: 67p-churyumov-gerasimenko-1-1969-r1, international-rosetta-mission
Organization: National Aeronautics and Space Administration
ROSETTA-ORBITER 67P OSINAC 4 ESC3-MTP018 RDR-INF-REFL V1.0

This CODMAC level 4 data set contains solar stray-light corrected, in-field stray-light corrected,  radiometric calibrated and geometric distortion corrected  (resampled) image data in reflectance units (normalized  and thus without unit),  acquired by the OSIRIS Narrow Angle Camera on the Rosetta spacecraft  during the COMET ESCORT 3 mission phase, covering the period  from 2015-06-30T23:25:00.000 to 2015-07-28T23:24:59.000. The prime target is comet 67P/Churyumov-Gerasimenko 1 (1969 R1). This version V1.0 is the first version of this dataset: Lien corrected dataset after September 2019 PSA/PDS external peer review.

Tags: 67p-churyumov-gerasimenko-1-1969-r1, international-rosetta-mission
Organization: National Aeronautics and Space Administration
ROSETTA-ORBITER SW RPCMAG 2 PRL RAW V9.0

This dataset contains EDITED RAW DATA (CODMAC LEVEL 2) of the
PRELANDING Phase (PRL) from March 23,2014 until November 21, 2014
of the ROSETTA orbiter magnetometer RPCMAG. Observations are done in
the vicinity of comet 67P/CHURYUMOV-GERASIMENKO 1 (1969 R1).
The current version of the dataset is V9.0.
The difference to the datasets of earlier versions is mainly a significantly
improved sensor temperature model, more detailed documentation about magnetic
disturbance sources, more data handling information for the user and
also an improved quality flagging system.
This applies mainly to CALIBRATED and RESAMPLED datasets. The RAW dataset,
however, has been updated as well in order provide all datasets at the
same stage, although RAW data proper did not change.

Tags: 67p-churyumov-gerasimenko-1-1969-r1, checkout, international-rosetta-mission
Organization: National Aeronautics and Space Administration
MARS EXPRESS SUN MRS 1/2/3
                                     EXTENDED MISSION 3 2746 V1.0

This is a Mars Express Radio Science data set, collected during the extended mission phase 2010-01-01 to 2012-12-31. It is a Solar Conjunction measurement and covers the time 2011-01-29T16:23:43 to 2011-01-29T18:14:57.500.

Tags: mars-express
Organization: National Aeronautics and Space Administration
NOAA-21 VIIRS Global Binned Normalized Difference Vegetation Index Land Reflectance Data, version R2022.0

The Visible and Infrared Imager/Radiometer Suite (VIIRS) is a multi-disciplinary instrument that is being flown on the Joint Polar Satellite System (JPSS) series of spacecraft, including the Suomi National Polar-orbiting Partnership (S-NPP) that launched in October 2011. JPSS is a multi-platform, multi-agency program that consolidates the polar orbiting spacecraft of NASA and the National Oceanic and Atmospheric Administration (NOAA). S-NPP is the initial spacecraft in this series, and VIIRS is the successor to MODIS for Earth science data product generation. VIIRS has 22 spectral bands ranging from 412 nm to 12 nm. There are 16 moderate-resolution bands (750m at nadir), 5 image-resolution bands (375m), and one day-night band (DNB).

Tags: biosphere, earth-science, vegetation
Organization: National Aeronautics and Space Administration
ROSETTA-ORBITER 67P RSI 1/2/3
                                     COMET ESCORT 1 0524 V1.0

This is a Rosetta Radio Science data set, collected during the COMET ESCORT 1 phase 2014-11-20 to 2015-03-10. It is a Global Gravity measurement at the comet 67P and covers the time 2015-01-05T23:53:20.000 to 2015-01-06T12:00:49.500.

Tags: 67p-churyumov-gerasimenko-1-1969-r1, international-rosetta-mission
Organization: National Aeronautics and Space Administration
PHOENIX MARS SURFACE STEREO IMAGER 
                                     5 NORMAL OPS V1.0

The Surface Stereo Imager (SSI)  experiment on the Mars Phoenix Lander consists of one instrument  component plus command electronics. This SSI Imaging Operations RDR  data set contains normal data from the Surface Stereo Imager (SSI).

Tags: mars, phoenix
Organization: National Aeronautics and Space Administration
ROSETTA-ORBITER LUTETIA OSINAC 4 AST2 RDR-STRLIGHT V1.0

This CODMAC level 4 data set contains solar stray light corrected, radiometric calibrated and geometric distortion corrected (resampled) image data in W/m^2/sr/nm,  acquired by the OSIRIS Narrow Angle Camera on the Rosetta spacecraft  during the LUTETIA FLY-BY mission phase, covering the period  from 2010-05-17T00:00:00.000 to 2010-09-03T23:59:59.000. The prime target is asteroid 21 Lutetia. This version V1.0 is the first version of this dataset.

Tags: 16-cyg-b, 21-lutetia, international-rosetta-mission, vega
Organization: National Aeronautics and Space Administration
P11 CRT 15 MINUTE SATURN
                                      ENCOUNTER DATA

Pioneer 11 Cosmic-Ray Telescope (CRT) data from the Saturn encounter
period between 1979-08-31T00:00:00 and 1979-09-03T18:45:00. The data
set provides 15.0 minute flux averages from 15 electron, proton, and
heavy ion channels.

Tags: pioneer-11, saturn
Organization: National Aeronautics and Space Administration
ROSETTA-ORBITER STEINS OSINAC 2 AST1 EDR V2.0

This CODMAC level 2 data set contains uncalibrated image data in DN unit,  acquired by the OSIRIS Narrow Angle Camera on the Rosetta spacecraft  during the STEINS FLY-BY mission phase, covering the period  from 2008-08-04T00:00:00.000 to 2008-10-05T23:59:59.000. The prime target is asteroid 2867 Steins. This version V2.0 supersedes previous deliveries of the same dataset with the following changes since the last version: Reprocessed dataset after October 2018 PSA/PDS external peer review.

Tags: 16-cyg-b, 2867-steins, calibration, international-rosetta-mission, starfield, vega
Organization: National Aeronautics and Space Administration
ROSETTA-ORBITER 67P RSI 1/2/3
                                     COMET ESCORT 3 0976 V1.0

This is a Rosetta Radio Science data set, collected during the COMET ESCORT 3 phase 2015-07-01 to 2015-10-21. It is a Global Gravity measurement at the comet 67P and covers the time 2015-08-21T10:13:20.000 to 2015-08-21T15:59:11.000.

Tags: 67p-churyumov-gerasimenko-1-1969-r1, international-rosetta-mission
Organization: National Aeronautics and Space Administration
NOAA-20 VIIRS Global Binned Chlorophyll (CHL) - NRT Data, version R2022.0

The Ocean Biology DAAC produces near real-time (quicklook) products using the best-available combination of ancillary data from meteorological and ozone data. As such, the inputs and the calibration used are less than optimal. Quicklook products provide a snapshot of the data during a short time period within a single orbit.

Tags: earth-science, ocean-chemistry, ocean-optics, oceans
Organization: National Aeronautics and Space Administration
Suomi-NPP VIIRS Global Binned Normalized Difference Vegetation Index Land Reflectance Data, version R2022.0

The Visible and Infrared Imager/Radiometer Suite (VIIRS) is a multi-disciplinary instrument that is being flown on the Joint Polar Satellite System (JPSS) series of spacecraft, including the Suomi National Polar-orbiting Partnership (S-NPP) that launched in October 2011. JPSS is a multi-platform, multi-agency program that consolidates the polar orbiting spacecraft of NASA and the National Oceanic and Atmospheric Administration (NOAA). S-NPP is the initial spacecraft in this series, and VIIRS is the successor to MODIS for Earth science data product generation. VIIRS has 22 spectral bands ranging from 412 nm to 12 nm. There are 16 moderate-resolution bands (750m at nadir), 5 image-resolution bands (375m), and one day-night band (DNB).

Tags: biosphere, earth-science, vegetation
Organization: National Aeronautics and Space Administration
ROSETTA-ORBITER 67P RSI 1/2/3
                                     PRELANDING 0232 V1.0

This is a Rosetta Radio Science data set, collected during the PRELANDING phase 2014-01-21 to 2014-11-18. It is a Global Gravity measurement at the comet 67P and covers the time 2014-08-22T18:47:05.000 to 2014-08-23T00:05:34.000.

Tags: 67p-churyumov-gerasimenko-1-1969-r1, international-rosetta-mission
Organization: National Aeronautics and Space Administration
ROSETTA-ORBITER 67P RSI 1/2/3
                                     COMET ESCORT 3 0922 V1.0

This is a Rosetta Radio Science data set, collected during the COMET ESCORT 3 phase 2015-07-01 to 2015-10-21. It is a Global Gravity measurement at the comet 67P and covers the time 2015-07-27T03:06:45.000 to 2015-07-27T10:23:17.000.

Tags: 67p-churyumov-gerasimenko-1-1969-r1, international-rosetta-mission
Organization: National Aeronautics and Space Administration