“These are the radiancies of the perfected vision that sees the good and step by step moves nearer what it sees.”
- Dante Alighieri, The Paradiso - 1307
VIIRS is unique in the recording of near-infrared and short-wave infrared data at night. This includes the M7, M8, and M10 spectral bands. Nighttime M11 data became available in December 2017. With sunlight eliminated, combustion sources are readily detected, particularly in the M10 and M11 bands. The recorded signal can be fully attributed to the combustion source. In our analysis we use data from all of the VIIRS bands collecting data at night. The data from M10, M11, M12 and M13 bands are used to detect combustion sources. To eliminate noise, confirmation is sought in the Day/Night Band (DNB), M7 and M8. Plank curve fitting is performed to estimate the temperature of background and hot sources.
Nightly VNF data are available in CSV and KMZ format. For KMZ files, it is recommended to use Google Earth to browse the content.
The CSV files are compressed in GZIP format. Follow instructions below to decompress them.
Use 7-zip to unpack .gz file.
Double click on the .gz file to unpack. Or use the command
gunzip <file.gz> in command line interface (CLI) to un-compress and extract the GeoTIFF files.
Nightly data is available in Download section.
There are two types of VNF CSV files, i.e. complete (CSV) and easy (ezCSV). VNF ezCSV, for example v30-ez, has a subset of columns which are useful for most users.
CSV Readme (v30) is available HERE.
CSV Readme (v30-ez) is available HERE.
CSV Readme (v21) is available HERE.
CSV Readme (v21-ez) is available HERE.
Easy CSV (ezCSV) provides all core columns most users find useful, while removing smaller detections to make it match what is shown in the KMZ file. Full CSV contains more columns (see readme for details) and more detections. The ezCSV is a subset of the full CSV, with detections filtered for top-hat or local maximum detections and are free of bow-tie effect.
See maps below for comparison of records in full CSV (left) and ezCSV (righ).
Move the slider bar in the middle to compare the content from different flavors of VNF CSVs.
Each VNF detection is given a placemark according to its temperature.
Currently EOG is producing VNF V30 with imagery from both NPP and NOAA-20 (J01) satellites.
|V21||CSV||Open access by application* except for commercial use **|
|V21||ezCSV||Open access by application* except for commercial use **
|V30||CSV||Open access by application* except for commercial use **
|V30||ezCSV||Open access by application* except for commercial use **
* Please submit application to EOG for access following the instruction here.
** Please submit application to EOG to initiate commercial licensing process and get interim access.
VIIRS Nightfire algorithm had experience multiple upgrades. Currently we are archiving V2.1 derived from two sources, i.e. NOAA GRAVITE and NOAA CLASS. The operational one is V3.0.
Unauthorized to download files? Please submit application to EOG for access following the instruction here.
User with interim access can only download ezCSV. Only fully licensed users can access full CSV.
EOG have developed a set of methods for the global survey of natural gas flaring using VIIRS data. The original development was conducted with data from 2012. This has now been expanded to 2019.
Prior to VIIRS, EOG had used DMSP-OLS to estimate the global gas flaring volume.
When using the data please credit the product generation to the Earth Observation Group, Payne Institute for Public Policy, with proper citations as below.