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.

follow us and share it on:

you may also like:

A Weekend together: Where the Institute Talks About Itself

A Weekend together: Where the Institute Talks About Itself

Once a year, or at least that's the idea, the Institute of Geography packs up and heads out to a remote place, this time Burg Rothenfels, an old castle not far from Würzburg, to spend a weekend doing something that almost never happens in the day to day grind:...

Graduation Day: EORC and EAGLE Celebrate at the Faculty Ceremony

Graduation Day: EORC and EAGLE Celebrate at the Faculty Ceremony

Last week the faculty held its formal graduation ceremony, and EORC and EAGLE were well represented on stage. Two of our PhD students, Dr. Ariane Droin and Dr. Johannes Mast, both joint the ceremony for their doctoral degrees, and it was great to see them walk across...

AI chatbots in research and teaching

AI chatbots in research and teaching

Let's be honest about something: AI chatbots are not coming to our courses and our research. They are already here, and they have been for a while. ChatGPT, Claude, Perplexity, Gemini, whatever your tool of choice is, our students have been using these things for...

Drone manufacturer Wingtra visits EORC

Drone manufacturer Wingtra visits EORC

Is it possible to combine the efficiency of a fixed-wing drone with the precision of a laser scanner? That question brought researchers from EORC together with Wingtra, a Swiss company designing and manufacturing fixed-wing UAS, to exchange on UAS research and discuss...

How We Learned to Fly: The Story Behind UAS Research at EORC

How We Learned to Fly: The Story Behind UAS Research at EORC

Every research group that's ever bought a drone has a story about the first one it lost. We're no different. So let's just get that out of the way up front: this is the inside story of how UAS (Unoccupied Aerial System) research grew up at the Earth Observation...

Share This