EAN: 9783658205690

GEOINFORMATION FROM THE PAST - HENDRIK HEROLD K...

Hendrik Herold explores potentials and hindrances of using retrospective geoinformation for
monitoring  communicating  modeling  and eventually understanding the complex and gradually
evolving processes of land cover and land use change. Based on a comprehensive review of
literature  available data sets  and suggested algorithms  the author proposes approaches for
the two major challenges: To address the diversity of geographical entity representations over
space and time  image segmentation is considered a global non-linear optimization problem 
which is solved by applying a metaheuristic algorithm. To address the uncertainty inherent to
both the data source itself as well as its utilization for change detection  a probabilistic
model is developed. Experimental results demonstrate the capabilities of the methodology  e.g.
for geospatial data science and earth system modeling.

Aktuelle Preise zur EAN 9783658205690

Produktinformationen zur 9783658205690