But what exactly is sen3dkol , and why should you care? Let’s dive in.
"Kol" is sometimes used as shorthand in specific bioinformatics or medical datasets. python sen3dkol software
Below is a practical script that imports a corrected image band assembly from Sen3DKol, extracts the array data, and processes an NDVI calculation: But what exactly is sen3dkol , and why should you care
Let’s walk through a minimal example – loading an OLCI Level-2 product and computing a Kolmogorov-based turbulence indicator. Below is a practical script that imports a
Once Sen3DKol converts the satellite imagery into a flattened Bottom-of-Atmosphere (BOA) format, data analysts can load the resulting spatial bands directly into memory. Using array processing tools like rioxarray and xarray , analysts can manipulate the multi-spectral bands to isolate target features or calculate environmental health markers. Processing Goal Target Spectral Bands Formula / Methodology Near-Infrared (NIR) & Red Normalized Difference Vegetation Index (NDVI) Surface Water Mapping Green & Near-Infrared (NIR) Modified Normalized Difference Water Index (MNDWI) Burn Severity Assessment Near-Infrared (NIR) & Shortwave-Infrared (SWIR) Normalized Burn Ratio (NBR)