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Nico Lang
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A high-resolution canopy height model of the Earth
N Lang, W Jetz, K Schindler, JD Wegner
Nature Ecology & Evolution 7 (11), 1778-1789, 2023
2812023
Global canopy height regression and uncertainty estimation from GEDI LIDAR waveforms with deep ensembles
N Lang, N Kalischek, J Armston, K Schindler, R Dubayah, JD Wegner
Remote sensing of environment 268, 112760, 2022
195*2022
Country-wide high-resolution vegetation height mapping with Sentinel-2
N Lang, K Schindler, JD Wegner
Remote Sensing of Environment 233, 111347, 2019
1812019
From Google Maps to a fine-grained catalog of street trees
S Branson, JD Wegner, D Hall, N Lang, K Schindler, P Perona
ISPRS Journal of Photogrammetry and Remote Sensing 135, 13-30, 2018
1522018
The overlooked contribution of trees outside forests to tree cover and woody biomass across Europe
S Liu, M Brandt, T Nord-Larsen, J Chave, F Reiner, N Lang, X Tong, ...
Science Advances 9 (37), eadh4097, 2023
642023
GRAINet: mapping grain size distributions in river beds from UAV images with convolutional neural networks
N Lang, A Irniger, A Rozniak, R Hunziker, JD Wegner, K Schindler
Hydrology and Earth System Sciences 25 (5), 2567-2597, 2021
572021
Cocoa plantations are associated with deforestation in Côte d’Ivoire and Ghana
N Kalischek, N Lang, C Renier, RC Daudt, T Addoah, W Thompson, ...
Nature Food 4 (5), 384-393, 2023
54*2023
Geocoding of trees from street addresses and street-level images
D Laumer, N Lang, N van Doorn, O Mac Aodha, P Perona, JD Wegner
ISPRS Journal of Photogrammetry and Remote Sensing 162, 125-136, 2020
492020
Defoliation estimation of forest trees from ground-level images
U Kälin, N Lang, C Hug, A Gessler, JD Wegner
Remote Sensing of Environment 223, 143-153, 2019
342019
Country-wide retrieval of forest structure from optical and SAR satellite imagery with deep ensembles
A Becker, S Russo, S Puliti, N Lang, K Schindler, JD Wegner
ISPRS Journal of Photogrammetry and Remote Sensing 195, 269-286, 2023
332023
High carbon stock mapping at large scale with optical satellite imagery and spaceborne LIDAR
N Lang, K Schindler, JD Wegner
arXiv preprint arXiv:2107.07431, 2021
192021
MMEarth: Exploring multi-modal pretext tasks for geospatial representation learning
V Nedungadi, A Kariryaa, S Oehmcke, S Belongie, C Igel, N Lang
ECCV 2024, 2024
72024
From Coarse to Fine-Grained Open-Set Recognition
N Lang, V Snæbjarnarson, E Cole, O Mac Aodha, C Igel, S Belongie
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
72024
Learning geometric soft constraints for multi-view instance matching across street-level panoramas
AS Nassar, N Lang, S Lefevre, JD Wegner
2019 Joint Urban Remote Sensing Event (JURSE), 1-4, 2019
52019
Labeled Data Selection for Category Discovery
B Zhao, N Lang, S Belongie, O Mac Aodha
ECCV 2024, 2024
22024
Familiarity-Based Open-Set Recognition Under Adversarial Attacks
P Enevoldsen, C Gundersen, N Lang, S Belongie, C Igel
NLDL 2025, 2023
22023
ETH_GlobalCanopyHeight_10m_2020_version1: Global canopy height map for the year 2020 derived from Sentinel-2 and GEDI
N Lang, K Schindler, JD Wegner
ETH Zurich, 2022
22022
Multimodal Fusion Strategies for Mapping Biophysical Landscape Features
L Gordon, N Lang, C Ressijac, A Davies
ECCV 2024 - Workshop proceedings, 2024
2024
Nacala-Roof-Material: Drone Imagery for Roof Detection, Classification, and Segmentation to Support Mosquito-borne Disease Risk Assessment
VB Guthula, S Oehmcke, R Chilaule, H Zhang, N Lang, A Kariryaa, ...
arXiv preprint arXiv:2406.04949, 2024
2024
ETH_GlobalCanopyHeight_train_val_version1: Global canopy top height training and validation dataset fusing Sentinel-2 and GEDI
N Lang, K Schindler, JD Wegner
ETH Zurich, 2023
2023
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Articles 1–20