Preprints
https://doi.org/10.5194/essd-2025-543
https://doi.org/10.5194/essd-2025-543
16 Sep 2025
 | 16 Sep 2025
Status: this preprint is currently under review for the journal ESSD.

Improved land mask for satellite remote sensing of oceans and inland waters

Karlis Mikelsons and Menghua Wang

Abstract. We present an improved medium (250 m) spatial resolution land mask based on augmenting earlier results of Mikelsons et al. (2021) (https://doi.org/10.1016/j.rse.2021.112356) to reflect recent changes in global water surface coverage. This land mask update is critical for remote sensing of coastal oceans and inland waters as this is the first step to properly identify water pixels from land pixels for satellite data processing. We show that clear sky false color imagery derived for monthly and yearly time periods can be effectively used to identify changes to the surface water coverage. In addition, we also use Sentinel-2 satellite imagery to derive more accurate boundaries of new water bodies with complex geometries. We demonstrate improved coverage from satellite ocean color and inland water property retrievals with the improved land mask, including a range of new inland water bodies, as well as changes to the extent of the existing water bodies. The improved land mask can also be used for remote sensing of land, atmospheric, and cryosphere products.

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Karlis Mikelsons and Menghua Wang

Status: open (until 23 Oct 2025)

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Karlis Mikelsons and Menghua Wang

Data sets

Improved land mask for satellite remote sensing of oceans and inland waters Karlis Mikelsons and Menghua Wang https://doi.org/10.17632/9r93m9s7cw.2

Karlis Mikelsons and Menghua Wang
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Short summary
This work provides an improved medium resolution (~250 m) global land/water mask derived from an earlier data set (doi.org/10.17632/9r93m9s7cw.1), and includes the recent changes in the environment, as well as fixes some artifacts in the earlier data set. It highlights the use of global medium resolution clear sky true and false color imagery to detect changes in global surface water coverage, and helps to improve satellite water color retrievals in many new and recent water bodies.
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