Stéphanie Horion

Stéphanie Horion

Associate Professor


  1. 2024
  2. Published

    Delineating Standing Deadwood in High-Resolution RGB Drone Imagery

    Möhring, J., Mosig, C., Cheng, Y., Mahecha, M. D., Priego, O. P., Beloiu, M., Volpi, M., Horion, S., Latifi, H., Shafeian, E., Fassnacht, F., Montero, D., Zielewska-Büttner, K., Laliberté, E., Cloutier, M., Schmehl, M-T., Frick, A., Müller-Landau, H., Cushman, KC., Hupy, J. & 11 others, Ma, Q., Su, Y., Khatri-Chhetri, P., Kruse, S., Frey, J., Schiefer, F., Junttila, S., Potts, A., Uhl, A., Rossi, C. & Kattenborn, T., 15 Mar 2024.

    Research output: Contribution to conferenceConference abstract for conferenceResearchpeer-review

  3. Published

    High-resolution mapping of tree mortality in European forests

    Cheng, Yan, Oehmcke, Stefan, Mosig, C., Beloiu, M., Kattenborn, T., Abel, Christin, Gominski, Dimitri Pierre Johannes, Nord-Larsen, Thomas, Fensholt, Rasmus & Horion, Stéphanie, 11 Mar 2024.

    Research output: Contribution to conferenceConference abstract for conferenceResearchpeer-review

  4. Published

    Mapping Tree Mortality at Global Scale Using Sentinel-2

    Mosig, C., Mahecha, M. D., Montero, D., Cheng, Y., Perez-Priego, O., Beloiu, M., Volpi, M., Horion, S., Latifi, H., Shafeian, E., Fassnacht, F., Ganz, S., Zielewska-Büttner, K., Laliberté, E., Cloutier, M., Schmehl, M-T., Frick, A., Müller-Landau, H., Cushman, KC., Hupy, J. & 11 others, Ma, Q., Su, Y., Khatri-Chhetri, P., Kruse, S., Frey, J., Schiefer, F., Junttila, S., Potts, A., Uhl, A., Rossi, C. & Kattenborn, T., 11 Mar 2024.

    Research output: Contribution to conferenceConference abstract for conferenceResearchpeer-review

  5. Published

    Changes in vegetation-water response in the Sahel-Sudan during recent decades

    Lu, Tingting, Zhang, Wenmin, Abel, Christin, Horion, Stéphanie, Brandt, Martin Stefan, Huang, Ke & Fensholt, Rasmus, 2024, In: Journal of Hydrology: Regional Studies. 52, 10 p., 101672.

    Research output: Contribution to journalJournal articleResearchpeer-review

  6. Published

    Increasing global ecosystem respiration between 1982 and 2015 from Earth observation-based modelling

    Tagesson, Håkan Torbern, Kelly, J., Schurgers, Guy, Tian, F., Ardö, J., Horion, Stéphanie, Ahlström, A., Olin, S. & Fensholt, Rasmus, 2024, In: Global Ecology and Biogeography. 33, 1, p. 116–130

    Research output: Contribution to journalJournal articleResearchpeer-review

  7. Published

    Scattered tree death contributes to substantial forest loss in California

    Cheng, Yan, Oehmcke, Stefan, Brandt, Martin Stefan, Rosenthal, L., Das, A., Vrieling, A., Saatchi, S., Wagner, F., Mugabowindekwe, Maurice, Verbruggen, Wim, Beier, Claus & Horion, Stéphanie, 2024, In: Nature Communications. 15, 1, p. 1-13 641.

    Research output: Contribution to journalJournal articleResearchpeer-review

  8. Published

    Simulated Tree-Grass Competition in Drylands Is Modulated by CO2 Fertilization

    Verbruggen, Wim, Schurgers, Guy, Meunier, F., Verbeeck, H. & Horion, Stéphanie, 2024, In: Earth's Future. 12, 1, 19 p., e2023EF004096.

    Research output: Contribution to journalJournal articleResearchpeer-review

  9. 2023
  10. Published

    Quantifying Tree Mortality Drivers - a Case Study in a Boreal Forest

    Jääskeläinen, J., Junttila, S., O’Sullivan, H., Cheng, Yan, Horion, Stéphanie & Vastaranta, M., 11 Nov 2023, (FORECO-D-23-02383).

    Research output: Working paperPreprintResearch

  11. Published

    Contrasting ecosystem vegetation response in global drylands under drying and wetting conditions

    Abel, Christin, Abdi, A. M., Tagesson, Håkan Torbern, Horion, Stéphanie & Fensholt, Rasmus, 2023, In: Global Change Biology. 29, 14, p. 3954-3969

    Research output: Contribution to journalJournal articleResearchpeer-review

  12. Published

    Deep learning for mapping water bodies in the Sahel 

    de FLEURY, M., Kergoat, L., Brandt, Martin Stefan, Fensholt, Rasmus, Kariryaa, Ankit, Kovács, Gyula Mate, Horion, Stéphanie & Grippa, M., 2023. 1 p.

    Research output: Contribution to conferenceConference abstract for conferenceResearchpeer-review

  13. Published

    MAPPING TREE MORTALITY IN CALIFORNIA FROM VERY HIGH RESOLUTION IMAGERY USING DEEP LEARNING

    Cheng, Yan, Oehmcke, Stefan, Brandt, Martin Stefan, Das, A., Rosenthal, L., Saatchi, S., Wagner, F., Vrieling, A., Verbruggen, Wim, Beier, Claus & Horion, Stéphanie, 2023.

    Research output: Contribution to conferenceConference abstract for conferenceResearchpeer-review

  14. Published

    Mapping and characterising tree mortality in California at individual tree level using deep learning

    Cheng, Yan, Oehmcke, Stefan, Brandt, Martin Stefan, Das, A., Rosenthal, L., Saatchi, S., Wagner, F., Verbruggen, Wim, Vrieling, A., Beier, Claus & Horion, Stéphanie, 2023. 1 p.

    Research output: Contribution to conferenceConference abstract for conferenceResearch

  15. Published
  16. Published

    Seasonal-Trend Time Series Decomposition on Graphics Processing Units

    Serykh, Dmitry, Oehmcke, Stefan, Oancea, Cosmin Eugen, Masiliunas, D., Verbesselt, J., Cheng, Yan, Horion, Stéphanie, Gieseke, F. & Hinnerskov, Nikolaj Hey, 2023, Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023. He, J., Palpanas, T., Hu, X., Cuzzocrea, A., Dou, D., Slezak, D., Wang, W., Gruca, A., Lin, J. C-W. & Agrawal, R. (eds.). IEEE, p. 5914-5923 10 p.

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

  17. Published

    Simulated tree-grass competition in drylands is modulated by CO2 fertilization

    Verbruggen, Wim, Schurgers, Guy, Meunier, F., Verbeeck, H. & Horion, Stéphanie, 2023. 1 p.

    Research output: Contribution to conferenceConference abstract for conferenceResearchpeer-review

  18. 2022
  19. Published

    Characterizing ecosystem change in wetlands using dense earth observation time series

    Kovács, Gyula Mate, Horion, Stéphanie & Fensholt, Rasmus, 2022, In: Remote Sensing of Environment. 281, 18 p., 113267.

    Research output: Contribution to journalJournal articleResearchpeer-review

  20. Published
  21. Published

    Global quantification of the bidirectional dependency between soil moisture and vegetation productivity

    Zhang, Wenmin, Wei, F., Horion, Stéphanie, Fensholt, Rasmus, Forkel, M. & Brandt, Martin Stefan, 2022, In: Agricultural and Forest Meteorology. 313, 9 p., 108735.

    Research output: Contribution to journalJournal articleResearchpeer-review

  22. 2021
  23. Published

    Tracking sustainable restoration in agro-pastoral ecotone of northwest China

    Yang, L., Horion, Stéphanie, He, C. & Fensholt, Rasmus, 1 Dec 2021, In: Remote Sensing. 13, 24, 20 p., 5031.

    Research output: Contribution to journalJournal articleResearchpeer-review

  24. Published

    Contrasting responses of woody and herbaceous vegetation to altered rainfall characteristics in the Sahel

    Verbruggen, Wim, Schurgers, Guy, Horion, Stéphanie, Ardö, J., Bernardino, P. N., Cappelaere, B., Demarty, J., Fensholt, Rasmus, Kergoat, L., Sibret, T., Tagesson, Håkan Torbern & Verbeeck, H., 7 Jan 2021, In: Biogeosciences. 18, 1, p. 77-93 17 p.

    Research output: Contribution to journalJournal articleResearchpeer-review

  25. Published

    A physiology-based Earth observation model indicates stagnation in the global gross primary production during recent decades

    Tagesson, Håkan Torbern, Tian, F., Schurgers, Guy, Horion, Stéphanie, Scholes, R., Ahlström, A., Ardö, J., Moreno, A., Madani, N., Olin, S. & Fensholt, Rasmus, 2021, In: Global Change Biology. 27, 4, p. 836-854 19 p.

    Research output: Contribution to journalJournal articleResearchpeer-review

  26. Published

    Abrupt Change in Dryland Ecosystem Functioning: Recent Advances and Lessons Learnt from the U-TURN Project

    Horion, Stéphanie, Verbruggen, Wim, Bernardino, P., Souverijns, N., de Keersmaecker, W., Fensholt, Rasmus, Schurgers, Guy, van de Kerchove, R., Verbeeck, H., Verbesselt, J. & Somers, B., 2021, IGARSS 2021 - 2021 IEEE International Geoscience and Remote Sensing Symposium, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1394-1397 4 p. (International Geoscience and Remote Sensing Symposium (IGARSS), Vol. 2021-July).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

  27. Published

    MAPPING SAHELIAN ECOSYSTEM VULNERABILITY TO VEGETATION COLLAPSE: VEGETATION MODEL OPTIMIZATION

    Verbruggen, Wim, Verbeeck, H., Horion, Stéphanie, Souverijns, N. & Schurgers, Guy, 2021, p. 1591-1593. 3 p.

    Research output: Contribution to conferencePaperResearchpeer-review

  28. Published

    Sensitivity of Gross Primary Production in Tropical Savannas to Drought Timescales

    Abdi, A., Horion, Stéphanie & Fensholt, Rasmus, 2021. 1 p.

    Research output: Contribution to conferenceConference abstract for conferenceResearchpeer-review

  29. Published

    Temporal changes and dynamics of dryland ecosystem variables and their relation to aridity

    Abel, Christin, Horion, Stéphanie, Kovács, Gyula Mate, Wang, M., Wigneron, J., Fensholt, Rasmus & Berdugo, M., 2021. 1 p.

    Research output: Contribution to conferenceConference abstract for conferenceResearchpeer-review

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