Publications

Papers

  • Ghamisi P., Yu W., Zhang X., Rizaldy A., Wang J., Zhou C., Gloaguen R., and Camps-Valls, G. (2025): Geospatial Foundation Models to Enable Progress on Sustainable Development Goals. arXiv preprint arXiv:2505.24528. DOI: 10.48550/arXiv.2505.24528

Data and Software

  • Besnard, S., Dombrowski, F., and Holcomb, A. (2025): gediDB: A toolbox for Global Ecosystem Dynamics Investigation (GEDI) L2A-B and L4A-C data. URL: https://pypi.org/project/gedidb/

Conference

International Geoscience and Remote Sensing Symposium (IGARSS) 2025 (Brisbane, Australia, 3-8 August 2025)

  • Grosse G., Hashemi J., van Delden L., Lübker T., Nitze I., Strauss J., Kruse S., Ghamisi P., Steinbach P., Rizaldy A., Joshi G., Yu W., Gloaguen R., Cavallaro G., Zandi E., Sedona R., Hashim S., Mandal S., Herold M., Song Q., Besnard S., Urbazaev M., Sips M., Huth A., Hajnsek I., and Pardini M. (2025): 3D-ABC: a Foundation Model for Global Terrestrial 3D Above and Below Ground Carbon Stock Mapping. IGARSS 2025, Full Paper available in August 2025. Link
  • Hashemi J., Besnard S., Cavallaro G., Ghamisi P., Gloaguen R., Hajnsek I., Hashim S., Herold M., Herzschuh U., Huth A., Joshi G., Kruse S., Lübker T., Mandal S., Nitze I., Pardini M., Rizaldy A., Rӧseler F., Sedona R., Sips M., Song Q., Steinbach P., Strauss J., Urbazaev M., van Delden L., Yu W., Zandi E., and Grosse G. (extended abstract, submitted to IGARSS2025): Towards Enhancing Permafrost Carbon Stock Estimates using 3D-ABC: a Multimodal Foundation Model for Geospatial Analytics. Link

ESA Living Planet Symposium 2025 (Vienna, Austria, 23-26 June 2025)

  • Song Q., Besnard S., Urbazaev M., Brede B., Herold M., Sips M. (2025): Integrating Multisource LiDAR Data for Aboveground Biomass Estimation. Abstract presented at Living Planet Symposium 2025, Vienna, Austria, 23-27 June 2025. Abstract
  • Song Q., Tian Z., Brede B., Herold M., Sips M. (2025): 3D-Biomass: Biomass Estimation at Different Height Intervals Using Terrestrial LiDAR Scanning Data. Abstract presented at Living Planet Symposium 2025, Vienna, Austria, 23-27 June 2025. Abstract
  • Röseler, F., Grosse, G. and Heuvelink, G. (2025): 3D geospatial mapping of Arctic permafrost carbon. Abstract presented at Living Planet Symposium 2025, Vienna, Austria, 23-27 June 2025. Abstract

Helmholtz AI Conference 2025 (Karlsruhe, Germany, 3-5 June 2025)

  • Joshi G., Yu W., Rizaldy A., Steinbach P., and Ghamisi P. (2025): Advancing Global Carbon Stock Mapping with the 3DABC Foundation Model. Link (PDF)

ESA-NASA International Workshop on AI Foundation Model for EO (Frascati, Italy, ESA-ESRIN, 5-7 May 2025)

  • Hashemi J., Besnard S., Cavallaro G., Ghamisi P., Gloaguen R., Hajnsek I., Hashim S., Herold M., Herzschuh U., Huth A., Joshi G., Kruse S., Lübker T., Mandal S., Nitze I., Pardini M., Rizaldy A., Rӧseler F., Sedona R., Sips M., Song Q., Steinbach P., Strauss J., Urbazaev M., van Delden L., Yu W., Zandi E., and Grosse G. (2025): Permafrost Soil Carbon Stock Estimation using a Multimodal Geospatial Foundation Model, 3D-ABC. Link (PDF)

EGU General Assembly 2025 (Vienna, Austria, 27 April–2 May 2025)

  • Grosse G., Ghamisi P., Cavallaro G., Herold M., Huth A., Hajnsek I., and the 3D-ABC Team (2025): Towards a Foundation Model for Global Terrestrial 3D Above and Below Ground Carbon Stock Mapping (3D-ABC). DOI: 10.5194/egusphere-egu25-19378