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

  30. Published

    The human–environment nexus and vegetation–rainfall sensitivity in tropical drylands

    Abel, Christin, Horion, Stéphanie, Tagesson, Håkan Torbern, De Keersmaecker, W., Seddon, A. W. R., Abdi, A. M. & Fensholt, Rasmus, 2021, In: Nature Sustainability. 4, p. 25–32 8 p.

    Research output: Contribution to journalJournal articleResearchpeer-review

  31. 2020
  32. Published

    An updated assessment of Ireland’s wave energy resource using satellite data assimilation and a revised wave period ratio

    O’connell, R., De Montera, L., Peters, J. L. & Horion, Stéphanie, 1 Nov 2020, In: Renewable Energy. 160, p. 1431-1444 14 p.

    Research output: Contribution to journalJournal articleResearchpeer-review

  33. Published

    Thirty Years of Land Cover and Fraction Cover Changes over the Sudano-Sahel Using Landsat Time Series

    Souverijns, N., Buchhorn, M., Horion, Stéphanie, Fensholt, Rasmus, Verbeeck, H., Verbesselt, J., Herold, M., Tsendbazar, N., Bernardino, P. N., Somers, B. & Van De Kerchove, R., 1 Nov 2020, In: Remote Sensing. 12, 22, 21 p., 3817.

    Research output: Contribution to journalJournal articleResearchpeer-review

  34. Published

    Supplementary material to "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., 2 Jul 2020

    Research output: Other contributionResearch

  35. Published

    Global-scale characterization of turning points in arid and semi-arid ecosystems functioning

    Bernardino, P., De Keersmaecker, W., Fensholt, Rasmus, Verbesselt, J., Somers, B. & Horion, Stéphanie, 1 May 2020. 2 p.

    Research output: Contribution to conferenceConference abstract for conferenceResearchpeer-review

  36. Published

    How global dryland vegetation dynamics relate to changing climatic conditions and anthropogenic dynamics

    Abel, Christin, Horion, Stéphanie, Tagesson, Håkan Torbern, De Keersmaecker, W., Seddon, A. W. R., Abdi, A. M. & Fensholt, Rasmus, 1 May 2020, In: 22nd EGU General Assembly, held online 4-8 May, 2020. 22, 7723.

    Research output: Contribution to journalJournal articleResearchpeer-review

  37. Published

    Forest management in southern China generates short term extensive carbon sequestration

    Tong, Xiaowei, Brandt, Martin Stefan, Yue, Y., Ciais, P., Jepsen, Martin Rudbeck, Penuelas, J., Wigneron, J. P., Xiao, X., Song, X. P., Horion, Stéphanie, Rasmussen, Kjeld, Saatchi, S., Fan, L., Wang, K., Zhang, B., Chen, Z., Wang, Y., Li, X. & Fensholt, Rasmus, 2020, In: Nature Communications. 11, 1, 10 p., 129.

    Research output: Contribution to journalJournal articleResearchpeer-review

  38. Published

    Global-scale characterization of turning points in arid and semi-arid ecosystem functioning

    Bernardino, P. N., De Keersmaecker, W., Fensholt, Rasmus, Verbesselt, J., Somers, B. & Horion, Stéphanie, 2020, In: Global Ecology and Biogeography. 29, 7, p. 1230-1245 16 p.

    Research output: Contribution to journalJournal articleResearchpeer-review

  39. Published

    Recent divergence in the contributions of tropical and boreal forests to the terrestrial carbon sink

    Tagesson, Håkan Torbern, Schurgers, Guy, Horion, Stéphanie, Ciais, P., Tian, F., Brandt, Martin Stefan, Ahlström, A., Wigneron, J., Ardö, J., Olin, S., Fan, L., Wu, Z. & Fensholt, Rasmus, 2020, In: Nature Ecology & Evolution. 4, p. 202-209 8 p.

    Research output: Contribution to journalJournal articleResearchpeer-review

  40. Published

    Uncovering Dryland Woody Dynamics Using Optical, Microwave, and Field Data—Prolonged Above-Average Rainfall Paradoxically Contributes to Woody Plant Die-Off in the Western Sahel

    Bernardino, P. N., Brandt, Martin Stefan, De Keersmaecker, W., Horion, Stéphanie, Fensholt, Rasmus, Storms, I., Wigneron, J., Verbesselt, J. & Somers, B., 2020, In: Remote Sensing. 12, 14, 21 p., 2332.

    Research output: Contribution to journalJournal articleResearchpeer-review

  41. Published

    Understanding Turning Points in Dryland Ecosystem Functioning (U-TURN)

    Horion, Stéphanie, Bernardino, P., De Keersmaecker, W., Fensholt, Rasmus, Lhermitte, S., Schurgers, Guy, Souverijns, N., Van De Kerchove, R., Verbeeck, H., Verbesselt, J., Verbruggen, Wim & Somers, B., 2020.

    Research output: Contribution to conferenceConference abstract for conferenceResearchpeer-review

  42. 2019
  43. Published

    Ecological engineering projects increased vegetation cover, production, and biomass in semiarid and subhumid Northern China

    Niu, Q., Xiao, X., Zhang, Y., Qin, Y., Dang, X., Wang, J., Zou, Z., Doughty, R. B., Brandt, Martin Stefan, Tong, Xiaowei, Horion, Stéphanie, Fensholt, Rasmus, Chen, C., Myneni, R. B., Xu, W., Di, G. & Zhou, X., 2019, In: Land Degradation & Development. 30, 13, p. 1620-1631 12 p.

    Research output: Contribution to journalJournal articleResearchpeer-review

  44. Published

    Mapping European ecosystem change types in response to land-use change, extreme climate events, and land degradation

    Horion, Stéphanie, Ivits, E., De Keersmaecker, W., Tagesson, Håkan Torbern, Vogt, J. & Fensholt, Rasmus, 2019, In: Land Degradation and Development. 30, 8, p. 951-963 13 p.

    Research output: Contribution to journalJournal articleResearchpeer-review

  45. Published

    Towards improved remote sensing based monitoring of dryland ecosystem functioning using sequential linear regression slopes (SeRGS)

    Abel, Christin, Horion, Stéphanie, Tagesson, Håkan Torbern, Brandt, Martin Stefan & Fensholt, Rasmus, 2019, In: Remote Sensing of Environment. 224, p. 317-332 16 p.

    Research output: Contribution to journalJournal articleResearchpeer-review

  46. 2018
  47. Published

    Disaggregation of SMOS soil moisture over West Africa using the Temperature and Vegetation Dryness Index based on SEVIRI land surface parameters

    Tagesson, Håkan Torbern, Horion, Stéphanie, Nieto, H., Fornies, V. Z., Gonzalez, G. M., Bulgin, C. E., Ghent, D. & Fensholt, Rasmus, 2018, In: Remote Sensing of Environment. 206, p. 424-441 18 p.

    Research output: Contribution to journalJournal articleResearchpeer-review

  48. Published

    Drylands under pressure: vegetation modeling of dryland ecosystems in the Sahel

    Verbruggen, Wim, Schurgers, Guy, Combe, M., Brugnera, M. D. P. E., Tagesson, Håkan Torbern, Fensholt, Rasmus, Horion, Stéphanie, Ardö, J., Cappelaere, B., Demarty, J., Kergoat, L., Sibret, T. & Verbeeck, H., 2018, In: Geophysical Research Abstracts. 20, 13042.

    Research output: Contribution to journalConference articleResearchpeer-review

  49. Published

    Increased vegetation growth and carbon stock in China karst via ecological engineering

    Tong, X., Brandt, Martin Stefan, Yue, Y., Horion, Stéphanie, Wang, K., Keersmaecker, W. D., Tian, F., Schurgers, Guy, Xiao, X., Luo, Y., Chen, C., Myneni, R., Shi, Z., Chen, H. & Fensholt, Rasmus, 2018, In: Nature Sustainability. 1, 1, p. 44-50 7 p.

    Research output: Contribution to journalJournal articleResearchpeer-review

  50. Published

    Massively-parallel break detection for satellite data

    von Mehren, M., Gieseke, Fabian Cristian, Verbesselt, J., Rosca, S., Horion, Stéphanie & Zeileis, A., 2018, SSDBM '18 Proceedings of the 30th International Conference on Scientific and Statistical Database Management . Association for Computing Machinery, Vol. Part F137913. 10 p. 5

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

  51. 2017
  52. Published

    A new method for large-scale assessment of change in ecosystem functioning in relation to land degradation

    Horion, Stéphanie, Ivits, E., Verzandvoort, S. & Fensholt, Rasmus, 2017, EGU2017, proceedings from the conference held 23-28 April, 2017 in Vienna. p. 13317 1 p. (Proceedings of the 19th EGU General Assembly (EGU2017)).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearch

  53. Published

    Modelling spatial and temporal dynamics of gross primary production in the Sahel from earth-observation-based photosynthetic capacity and quantum efficiency

    Tagesson, Håkan Torbern, Ardoe, J., Cappelaere, B., Kergoat, L., Abdi, A., Horion, Stéphanie & Fensholt, Rasmus, 2017, In: Biogeosciences. 14, 5, p. 1333-1348 16 p.

    Research output: Contribution to journalJournal articleResearchpeer-review

  54. 2016
  55. Published

    Assessing European ecosystem stability to drought in the vegetation growing season

    Ivits, E., Horion, Stéphanie, Erhard, M. & Fensholt, Rasmus, Sep 2016, In: Global Ecology and Biogeography. 25, 9, p. 1131-1143

    Research output: Contribution to journalJournal articleResearchpeer-review

  56. Published

    Environmental change in the Sahel: reconciling contrasting evidence and interpretations

    Rasmussen, Kjeld, D'haen, S. A. L., Fensholt, Rasmus, Fog, Bjarne, Horion, Stéphanie, Nielsen, J. O., Rasmussen, Laura Vang & Reenberg, A., 2016, In: Regional Environmental Change. 16, 3, p. 673-680

    Research output: Contribution to journalJournal articleResearchpeer-review

  57. Published

    Revealing turning points in ecosystem functioning over the Northern Eurasian agricultural frontier

    Horion, Stéphanie, Prishchepov, Alexander V., Verbesselt, J., de Beurs, K., Tagesson, Håkan Torbern & Fensholt, Rasmus, 2016, In: Global Change Biology. 22, 8, p. 2801–2817

    Research output: Contribution to journalJournal articleResearchpeer-review

  58. Published

    Spatiotemporal variability in carbon exchange fluxes across the Sahel

    Tagesson, Håkan Torbern, Fensholt, Rasmus, Cappelaere, B., Mougin, E., Horion, Stéphanie, Kergoat, L., Nieto Solana, H., Mbow, C., Ehammer, A., Demarty, J. & Ardö, J., 2016, In: Agricultural and Forest Meteorology. 226-227, p. 108-118 11 p.

    Research output: Contribution to journalJournal articleResearchpeer-review

  59. Published

    Very high CO2 exchange fluxes at the peak of the rainy season in a West African grazed semi-arid savanna ecosystem

    Tagesson, Håkan Torbern, Ardoe, J., Guiro, I., Cropley, F., Mbow, C., Horion, Stéphanie, Ehammer, A., Mougin, E., Delon, C., Galy-Lacaux, C. & Fensholt, Rasmus, 2016, In: Geografisk Tidsskrift/Danish Journal of Geography. 116, 2, p. 93-109

    Research output: Contribution to journalJournal articleResearchpeer-review

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