New publication on Hyperspectral Data for Mapping Fractional Cover

New publication on Hyperspectral Data for Mapping Fractional Cover

September 29, 2015

The outcome of one of our MSc students, Sarah Malec, got published in Remote Sensing titled “Capability of Spaceborne Hyperspectral EnMAP Mission for Mapping Fractional Cover for Soil Erosion Modeling”. Soil erosion can be linked to relative fractional cover of photosynthetic-active vegetation (PV), non-photosynthetic-active vegetation (NPV) and bare soil (BS), which can be integrated into erosion models as the cover-management C-factor. This study investigates the capability of EnMAP imagery to map fractional cover in a region near San Jose, Costa Rica, characterized by spatially extensive coffee plantations and grazing in a mountainous terrain. Simulated EnMAP imagery is based on airborne hyperspectral HyMap data. Fractional cover estimates are derived in an automated fashion by extracting image endmembers to be used with a Multiple End-member Spectral Mixture Analysis approach. The C-factor is calculated based on the fractional cover estimates determined independently for EnMAP and HyMap. Results demonstrate that with EnMAP imagery it is possible to extract quality endmember classes with important spectral features related to PV, NPV and soil, and be able to estimate relative cover fractions. This spectral information is critical to separate BS and NPV which greatly can impact the C-factor derivation. From a regional perspective, we can use EnMAP to provide good fractional cover estimates that can be integrated into soil erosion modeling.

 

Malec, S.; Rogge, D.; Heiden, U.; Sanchez-Azofeifa, A.; Bachmann, M.; Wegmann, M. Capability of Spaceborne Hyperspectral EnMAP Mission for Mapping Fractional Cover for Soil Erosion Modeling. Remote Sens. 2015, 7, 11776-11800.

you may also like:

Flowmapper, a simple tool for visualizing geographic flows in R

Flowmapper, a simple tool for visualizing geographic flows in R

One of our PhD students, Johannes Mast, just released a new R package called "flowmapper" which he developed and used within his PhD. Flowmapper (https://github.com/JohMast/flowmapper) is a new R package that allows users to create beautiful, informative maps of...

EAGLE MSc. graduation

EAGLE MSc. graduation

We are very happy to celebrate again the graduation of some of our EAGLE M.Sc. students. The candidates already handed in their M.Sc. thesis a while ago but just recently we had our EAGLE graduation party and enjoyed to celebrate this important milestone with all...