Publications

More details on Google Scholar.

A high-resolution canopy height model of the Earth
Nico Lang, Walter Jetz, Konrad Schindler, Jan Dirk Wegner
arxiv (2022)
pdf | project website | explore maps

High carbon stock mapping at large scale with optical satellite imagery and spaceborne LIDAR
Nico Lang, Konrad Schindler, Jan Dirk Wegner
arxiv (2021)
pdf | explore maps | download maps

Global canopy height regression and uncertainty estimation from GEDI LIDAR waveforms with deep ensembles
Nico Lang, Nikolai Kalischek, John Armston, Konrad Schindler, Ralph Dubayah, Jan Dirk Wegner
Remote Sensing of Environment (2021)
pdf | code | demo dataset | download map

GRAINet: mapping grain size distributions in river beds from UAV images with convolutional neural networks
Nico Lang, Andrea Irniger, Agnieszka Rozniak, Roni Hunziker, Jan Dirk Wegner, Konrad Schindler
Hydrology and Earth System Sciences (2021)
pdf | code | demo dataset

Country-wide high-resolution vegetation height mapping with Sentinel-2
Nico Lang, Konrad Schindler, Jan Dirk Wegner
Remote Sensing of Environment (2019)
pdf | download maps

From Google Maps to a Fine-Grained Catalog of Street trees
Steve Branson, Jan Dirk Wegner, David Hall, Nico Lang, Konrad Schindler, Pietro Perona
ISPRS Journal of Photogrammetry and Remote Sensing (2018)
AWARDED BEST PAPER OF THE ISPRS JOURNAL IN 2018
pdf | project website