EMITL3ASA v001

EMIT L3 Aggregated Mineral Spectral Abundance and Uncertainty 0.5 Deg


PI: Robert Green

Description

The Earth Surface Mineral Dust Source Investigation (EMIT) instrument measures surface mineralogy, targeting the Earth’s arid dust source regions. EMIT is installed on the International Space Station (ISS) and uses imaging spectroscopy to take mineralogical measurements of the sunlit regions of interest between 52° N latitude and 52° S latitude. An interactive map showing the regions being investigated, current and forecasted data coverage, and additional data resources can be found on the VSWIR Imaging Spectroscopy Interface for Open Science (VISIONS) EMIT Open Data Portal.

The EMIT Level 3 Aggregated Mineral Spectral Abundance and Uncertainty (EMITL3ASA) Version 1 data product provides an aggregated mineral spectral abundance of the 10 minerals that are the focus of the EMIT mission. These minerals, referred to as the EMIT-10 minerals, are calcite, chlorite, dolomite, goethite, gypsum, hematite, illite+muscovite, kaolinite, montmorillonite, and vermiculite. The EMITL3ASA granule consists of one network Common Data Format 4 (netCDF-4) file at a spatial resolution of 0.5 degrees. The data in EMITL3ASA relies heavily on the EMIT L2B Estimated Mineral Identification and Band Depth and Uncertainty (EMITL2BMIN) data. Using the EMITL2BMIN data, aggregated spectral abundance (ASA) is calculated for each of the EMIT-10 minerals as the simple average of relevant 60 m pixels within each 0.5 degree grid cell in the EMITL3ASA product, after controlling for the estimated fractional cover of bare soil within the pixel.

The EMITL3ASA data product contains 22 Science Dataset (SDS) layers. There are two layers for each of the EMIT-10 minerals: mineral spectral abundance and mineral spectral abundance uncertainty. The latitude and longitude layers contain the coordinates for the upper left corner of each pixel.

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Characteristics

Collection and Granule

Collection

Characteristic Description
CollectionEMIT
DOI10.5067/EMIT/EMITL3ASA.001
File Size~12 MB
Temporal ResolutionOther
Temporal Extent2022-08-10 to 2023-07-30
Spatial ExtentGlobal (55° N to 55° S Latitude)
Coordinate SystemGeographic Latitude and Longitude
DatumWorld Geodetic System (WGS84)
File FormatnetCDF-4
Geographic DimensionsGlobal

Granule

Characteristic Description
Number of Science Dataset (SDS) Layers22
Columns/Rows690 x 220
Pixel Size0.5 degree

Layers / Variables

SDS Name Description Units Data Type Fill Value No Data Value Valid Range Scale Factor
Calcite Aggregated mineral spectral abundance of calcite Percent 32-bit floating point -9999.0 N/A N/A N/A
Chlorite Aggregated mineral spectral abundance of chlorite Percent 32-bit floating point -9999.0 N/A N/A N/A
Dolomite Aggregated mineral spectral abundance of dolomite Percent 32-bit floating point -9999.0 N/A N/A N/A
Goethite Aggregated mineral spectral abundance of goethite Percent 32-bit floating point -9999.0 N/A N/A N/A
Gypsum Aggregated mineral spectral abundance of gypsum Percent 32-bit floating point -9999.0 N/A N/A N/A
Hematite Aggregated mineral spectral abundance of hematite Percent 32-bit floating point -9999.0 N/A N/A N/A
Illite+Muscovite Aggregated mineral spectral abundance of illite+muscovite Percent 32-bit floating point -9999.0 N/A N/A N/A
Kaolinite Aggregated mineral spectral abundance of kaolinite Percent 32-bit floating point -9999.0 N/A N/A N/A
Montomorillonite Aggregated mineral spectral abundance of montmorillonite Percent 32-bit floating point -9999.0 N/A N/A N/A
Vermiculite Aggregated mineral spectral abundance of vermiculite Percent 32-bit floating point -9999.0 N/A N/A N/A
Calcite_uncert Aggregated mineral spectral abundance uncertainty of calcite Percent 32-bit floating point -9999.0 N/A N/A N/A
Chlorite_uncert Aggregated mineral spectral abundance uncertainty of chlorite Percent 32-bit floating point -9999.0 N/A N/A N/A
Dolomite_uncert Aggregated mineral spectral abundance uncertainty of dolomite Percent 32-bit floating point -9999.0 N/A N/A N/A
Goethite_uncert Aggregated mineral spectral abundance uncertainty of goethite Percent 32-bit floating point -9999.0 N/A N/A N/A
Gypsum_uncert Aggregated mineral spectral abundance uncertainty of gypsum Percent 32-bit floating point -9999.0 N/A N/A N/A
Hematite_uncert Aggregated mineral spectral abundance uncertainty of hematite Percent 32-bit floating point -9999.0 N/A N/A N/A
Illite+Muscovite_uncert Aggregated mineral spectral abundance uncertainty of illite+muscovite Percent 32-bit floating point -9999.0 N/A N/A N/A
Kaolinite_uncert Aggregated mineral spectral abundance uncertainty of kaolinite Percent 32-bit floating point -9999.0 N/A N/A N/A
Montmorillonite_uncert Aggregated mineral spectral abundance uncertainty of montmorillonite Percent 32-bit floating point -9999.0 N/A N/A N/A
Vermiculite_uncert Aggregated mineral spectral abundance uncertainty of vermiculite Percent 32-bit floating point -9999.0 N/A N/A N/A
latitude Latitude Degree 32-bit floating point -9999.0 N/A N/A N/A
longitude Longitude Degree 32-bit floating point -9999.0 N/A N/A N/A

Product Quality

Quality information for the EMITLASA Version 1 data product is not provided.

Known Issues

  • The current version of the spectral unmixing algorithm may retrieve spuriously high non-photosynthetic vegetation values over bare playas. Algorithmic fixes are underway and will be integrated during the first data reprocessing cycle. As such, some bare playas are excluded from the current L3 aggregation.
  • Spectral abundance is a measure of optical abundance, not of mass fraction. Conversion to mass or volume fraction requires leverage on particle grain size, which is not incorporated into the current model. Given this limitation, this product should not be used directly as a measure of mass fraction.

About the image

Aggregated mineral spectral abundance of hematite from the EMITL3ASA data product across the globe from August 10, 2022, through July 30, 2023, overlaid on a USGS 2021 imagery basemap from The National Map.

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Documentation

User Guide
Algorithm Theoretical Basis Document (ATBD)

Using the Data

Access Data

Citation

DOI: 10.5067/EMIT/EMITL3ASA.001