Equivalent Number of Looks (ENL)
The Equivalent Number of Looks (ENL) describes the degree of averaging applied to SAR measurements during data formation and postprocessing and is an indirect measure of speckle reduction (e.g., due to multilooking or speckle filtering).
In case of linear scaled backscatter data, ENL can be calculated as:
where \(\mu\) is the mean and \(\sigma\) is the standard deviation of the image. ([4], section A1.1.7)
The ENL value stored in the metadata of each S1-NRB product is calculated as suggested in [2], where ENL is first calculated for small pixel windows over the cross-polarized backscatter image and afterwards the median value of the distribution is selected.
Calculate ENL per image
While only the median value is currently stored in the metadata of each S1-NRB product, it is possible to calculate ENL
as described above for entire images using the function S1_NRB.metadata.extract.calc_enl()
. The following code
example shows how to calculate ENL for 25x25 pixel windows and return the result as a numpy array. The visualization of
the resulting array is shown in Figure 1.
from S1_NRB.metadata.extract import calc_enl
tif = "s1a-iw-nrb-20220721t051225-044194-05465e-33tuf-vh-s-lin.tif"
enl_arr = calc_enl(tif=tif, block_size=25, return_arr=True)
Comparison between GRDH and NRB
[4] provides estimates of ENL for different Sentinel-1 products (average over all swaths), e.g. ENL of 4.4 for GRDH in IW mode, and a description of the estimation process in section D1. The following shows a simple comparison between the GRDH product:
S1A_IW_GRDH_1SDV_20220721T051222_20220721T051247_044194_05465E_5807
and a S1-NRB product derived from the equivalent SLC product and processed for MGRS tile 33TUF:
S1A_IW_SLC__1SDV_20220721T051221_20220721T051249_044194_05465E_BACD
ENL was calculated for a selection of homogeneous forest areas, which are highlighted in Figure 2. The green outline traces the north-western corner of MGRS tile 33TUF (see Fig. 1). The resulting scatter plot (Figure 3) shows consistently higher ENL values for the GRDH product (Avg. ENL: 4.81) in comparison to the S1-NRB product (Avg. ENL: 4.59).