Publications

2026

Denager, T., Christiansen, J. R., Schneider, R. J. M., Langen, P., Quistgaard, T., Stisen, S. (2026). Combined water table and temperature dynamics control CO₂ emission estimates from drained peatlands under rewetting and climate change scenarios.  Biosciences, 23, 441-462, https://doi.org/10.5194/bg-23-441-2026, 2026.

2025

Bojen, A., Due, D. C., Kovacs, G. M, Hansen, H. F. E., Elberling, B. (2025). Sådan kan de færøske jorder hjælpe klimaet. Aktuel Naturvidenskab, pp. 18-21. 

Chen, Y., Lang, N., Schmidt, C., Jain, A., Basset, Y., Beery, S., Larrivée, M., Rolnick, D. (2025). Open-Insect: Benchmarking open-set recognition of novel species in biodiversity monitoring. NeurIPS 2025 Datasets and Benchmarks Track, 18 September, 2025.

Guthula V. B., Kehlet J. J. Å., Kariryaa, A., Lang, N., Oehmcke, S., Igel, C. (2025). Beyond building footprints: Probing DINOv3 to map roof material and geometry. EurIPS REO workshop 2025. 

Jyhne S. R., Igel, C., Goodwin, M., Andersen, PA., Belongie, S., Lang, N. (2025). SuperF: Neural implicit fields for multi-image super-resolution.  EurIPS REO workshop 2025.

Schurgers, G., Kovacs G. M,. Krogh Corydon, F., van der Poel, L., Lin, X., Horion, S., Oehmcke, S., Stisen, S., Tøttrup, C., Lang, N., Igel, C. (2025). Wetlands' greenhouse gas balance: A use-case for AI and hybrid modeling. AI in Science Summit (AIS25).

Senty, P., Kittel C., Papa F., Fensholt, R., Coppo Frias, M., Horion, S. (2025). Extent and dynamics of tropical flooded forests with multi-year SAR composites and altimetry. Pre print.

Zhu, B., Qiu, C., Gasser, T., Ciais, P., Lambol, R., Ballantyne, A., Chang, J., Chaudhary, N., Gallego-Sala, A., Guenet, B., Holden, J., Joos, F., Kleinen, T., Kwon, M.J., Melnikova, I., Müller, J., Page, S., Salmon, E., Schleussner, C.-F., Schurgers, G., Shrivastav, G., Shurpali, N., Tanaka, K., Wårlind, D., Westermann, S., Xi, Y., Zhang, W., Zhang, Y., Zhu, D (2025). Warming of northern peatlands increases the global temperature overshoot challenge. One Earth, 8 July, 2025. 

2024

Nedungadi, V., Kariryaa, A., Oehmcke, S., Belongie, S., Igel, C., Lang, N (2025). MMEarth: Exploring Multi-modal Pretext Tasks for Geospatial Representation Learning. Computer Vision – ECCV 2024 - 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part LXIV. (pp. 164-182).