NL

Nico Lang

0000-0001-8434-027X

cs.CVcs.LGcs.AIeess.IVForestsCacaoChocolateComputer SciencesEarth Sciencesecology

On Valency

published · living versions

From Google Maps to a Fine-Grained Catalog of Street trees

with Steve Branson, Jan Dirk Wegner, David Hall, Konrad Schindler +1

1 version

W_d359qd22v1 · current

Country-wide high-resolution vegetation height mapping with Sentinel-2

W_xxgm9fy9v1

Preprints & journals

23 papers in the corpus · 2018–2026

A vertical vegetation structure model of the Earth

Hui Zhang, Nico Lang, Mikolaj Mazurczyk et al.

0 citations

x5m22f2026EarthArXiv

Planetary Feature Fields are Scalable Earth Representations

Arjun Rao, Sebastian Loeschcke, Anthony Fuller et al.

0 citations

2609.37784v12026arXiv

Align and Segment: Unsupervised Learning for Building Segmentation From Misaligned Labels

Venkanna Babu Guthula, Oswin Krause, Dimitri Gominski et al.

0 citations

2607.10841v12026arXiv

SuperF: Neural Implicit Fields for Multi-Image Super-Resolution

Sander Riis\oen Jyhne, Christian Igel, Morten Goodwin et al.

0 citations

2512.09115v22025arXiv

Taxonomy-Aware Evaluation of Vision-Language Models

V'esteinn Sn\aebjarnarson, Kevin Du, Niklas Stoehr et al.

0 citations

2504.05457v12025arXiv

Open-Insect: Benchmarking Open-Set Recognition of Novel Species in Biodiversity Monitoring

Yuyan Chen, Nico Lang, B. Christian Schmidt et al.

1 citation

2503.01691v22025arXiv

Multimodal Fusion Strategies for Mapping Biophysical Landscape Features

Lucia Gordon, Nico Lang, Catherine Ressijac et al.

1 citation

2410.04833v12024arXiv

Labeled Data Selection for Category Discovery

Bingchen Zhao, Nico Lang, Serge Belongie et al.

2 citations

2406.04898v22024arXiv

Nacala-Roof-Material: Drone Imagery for Roof Detection, Classification, and Segmentation to Support Mosquito-borne Disease Risk Assessment

Venkanna Babu Guthula, Stefan Oehmcke, Remigio Chilaule et al.

1 citation

2406.04949v12024arXiv

MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representation Learning

Vishal Nedungadi, Ankit Kariryaa, Stefan Oehmcke et al.

43 citations

2405.02771v22024arXiv

Publisher Correction: A high-resolution canopy height model of the Earth.

Lang, Nico, Jetz, Walter, Schindler, Konrad et al.

8 citations

383741872025Nature ecology & evolution. 2024;8(3):590

Familiarity-Based Open-Set Recognition Under Adversarial Attacks

Philip Enevoldsen, Christian Gundersen, Nico Lang et al.

0 citations

2311.05006v22023arXiv

A high-resolution canopy height model of the Earth.

Lang, Nico, Jetz, Walter, Schindler, Konrad et al.

715 citations

377705462023Nature ecology & evolution. 2023;7(11):1778-1789

The overlooked contribution of trees outside forests to tree cover and woody biomass across Europe.

Liu, Siyu, Brandt, Martin, Nord-Larsen, Thomas et al.

147 citations

377134892023Science advances. 2023;9(37):eadh4097

Cocoa plantations are associated with deforestation in Côte d'Ivoire and Ghana.

Kalischek, Nikolai, Lang, Nico, Renier, Cécile et al.

124 citations

372259082023Nature food. 2023;4(5):384-393

Satellite-based high-resolution maps of cocoa planted area for Côte d'Ivoire and Ghana

Nikolai Kalischek, Nico Lang, C'ecile Renier et al.

10 citations

2206.06119v52022arXiv

Country-wide Retrieval of Forest Structure From Optical and SAR Satellite Imagery With Deep Ensembles

Alexander Becker, Stefania Russo, Stefano Puliti et al.

62 citations

2111.13154v32021ISPRS Journal of Photogrammetry and Remote Sensing, Volume 195, January 2023, Pages 269-286

High carbon stock mapping at large scale with optical satellite imagery and spaceborne LIDAR

Nico Lang, Konrad Schindler, Jan Dirk Wegner

13 citations

2107.07431v12021arXiv

Global canopy height regression and uncertainty estimation from GEDI LIDAR waveforms with deep ensembles

Nico Lang, Nikolai Kalischek, John Armston et al.

295 citations

2103.03975v22021Remote Sensing of Environment 268 (2022) 112760

Geocoding of trees from street addresses and street-level images

Daniel Laumer, Nico Lang, Natalie van Doorn et al.

3 citations

2002.01708v12020arXiv

From Google Maps to a Fine-Grained Catalog of Street trees

Steve Branson, Jan Dirk Wegner, David Hall et al.

156 citations

1910.02675v12019ISPRS Journal of Photogrammetry and Remote Sensing, Volume 135, January 2018, Pages 13-30

Country-wide high-resolution vegetation height mapping with Sentinel-2

Nico Lang, Konrad Schindler, Jan Dirk Wegner

213 citations

1904.13270v22019Remote Sensing of Environment 233 (2019) 111347

Defoliation estimation of forest trees from ground-level images

Kalin, U., Lang, N., Hug, C. et al.

34 citations

10.1101/441733v22018bioRxiv

Career total: 60 works. 23 are in this corpus.

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