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Javier Lopatin

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Javier Lopatin, PhD

Doctor in Natural Resources, Karlsruher Institute of Technology 2019

 https://orcid.org/0000-0002-5540-7428
20132026

Research activity per year

Personal profile

Research Interests

My research areas integrate the use of empirical and physical modeling to understand ecology processes and spatial patterns in relation to the effect of climate change on natural vegetation in Chile. Especially, I am interested in the use of remote sensing data, such as satellite or drone data, and the use of modern tools such as deep learning.

Key Words

Remote Sensing, Spatial Ecology, Functional Traits, Climate Change, Time Series, Data Science

Profession

Renewable Natural Resources Engineer, Universidad de Chile 2011

Education/Academic qualification

PhD, Karlsruher Institute of Technology

Award Date: 8 Jul 2019

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

  1. SDG 7 - Affordable and Clean Energy
    SDG 7 Affordable and Clean Energy

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Collaborations and top research areas from the last five years

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  • 26 Article
  • 4 Conference contribution
  • 1 Conference article

  • Artificial intelligence and decision support in applied ecology

    Ammar, E., Sharma, A., August, T., Bicknell, J. E., Boughey, K., Dunford, C. E., Driscoll, D. A., Fiennes, S., Lopatin, J., Hartley, M., Hillier, J., Martin, P. A., O'Connor, R. S., Parodi, F., Simmons, B. I., Struebig, M. J., Thompson, R. M., Ardiantiono, Yoh, T. & Sutherland, C. & 1 others, Gordon, R., Jun 2026, In: Journal of Applied Ecology. 63, 6, e70455.

    Research output: Contribution to journal › Article › peer-review

    Open Access

  • deadtrees.earth — An open-access and interactive database for centimeter-scale aerial imagery to uncover global tree mortality dynamics

    Mosig, C., Vajna-Jehle, J., Mahecha, M. D., Cheng, Y., Hartmann, H., Montero, D., Junttila, S., Horion, S., Schwenke, M. B., Koontz, M. J., Maulud, K. N. A., Adu-Bredu, S., Al-Halbouni, D., Ali, M., Allen, M., Altman, J., Amorós, L., Angiolini, C., Astrup, R. & Awada, H. & 186 others, Barrasso, C., Bartholomeus, H., Beck, P. S. A., Bozzini, A., Braun-Wimmer, J., Brede, B., Breunig, F. M., Brugnaro, S., Buras, A., Burchard-Levine, V., Camarero, J. J., Candotti, A., Capuder, L., Carrieri, E., Centritto, M., Chirici, G., Cloutier, M., Conciani, D., Cushman, K. C., Dalling, J. W., Dao, P. D., Dempewolf, J., Denter, M., Dogotari, M., Díaz-Delgado, R., Ecke, S., Eichel, J., Eltner, A., Fabbri, A., Fabi, M., Fassnacht, F., Ferreira, M. P., Fischer, F. J., Frey, J., Frick, A., Fuentes, J., Ganz, S., Garbarino, M., García, M., Gassilloud, M., Gazol, A., Gea-Izquierdo, G., Gerberding, K., Ghasemi, M., Giannetti, F., Gillan, J., Gonzalez, R., Gosper, C., Greene, T., Greinwald, K., Grieve, S., Große-Stoltenberg, A., Gutierrez, J. A., Göritz, A., Hajek, P., Hedding, D., Hempel, J., Heremans, S., Hernández, M., Heurich, M., Honkavaara, E., Höfle, B., Jackisch, R., Jucker, T., Kalwij, J. M., Kepfer-Rojas, S., Khatri-Chhetri, P., Kleinebecker, T., Klemmt, H. J., Klouček, T., Koivumäki, N., Kolagani, N., Komárek, J., Korznikov, K., Kraszewski, B., Kruse, S., Krüger, R., Kuechly, H., Kwong, I. H. Y., Laliberté, E., Langan, L., Latifi, H., Leal-Medina, C., Lehmann, J. R. K., Li, L., Lines, E., Lisiewicz, M., Lopatin, J., Lucieer, A., Ludwig, A., Ludwig, M., Lyytikäinen-Saarenmaa, P., Ma, Q., Mansuy, N., Peña, J. M., Marino, G., Maroschek, M., Martín, M. P., Martín-Benito, D., Matham, P., Mazzoni, S., Meloni, F., Menzel, A., Meyer, H., Miraki, M., Moreno, G., Moreno-Fernández, D., Muller-Landau, H. C., Mälicke, M., Möhring, J., Müllerova, J., Naidu, S. S., Nardi, D., Neumeier, P., Nita, M. D., Näsi, R., Oppgenoorth, L., Orunbaev, S., Palmer, M., Paul, T., Pfenning, M., Potts, A., Prasanna, G. L., Prober, S., Puliti, S., Pérez-Luque, A. J., Pérez-Priego, O., Reudenbach, C., Revuelto, J., Rivas-Torres, G., Roberge, P., Roggero, P. P., Rossi, C., Ruehr, N. K., Ruiz-Benito, P., Runge, C. M., Satta, G. G. A., Scanu, B., Scherer-Lorenzen, M., Schiefer, F., Schiller, C., Schladebach, J., Schmehl, M. T., Schmid, J., Schmidt, T. A., Schwarz, S., Seidl, R., Seifert, T., Barba, A. S., Shafeian, E., Shapiro, A., de Simone, L., Sohrabi, H., Soltani, S., Sotomayor, L., Sparrow, B., Steer, B. S. C., Stenson, M., Stöckigt, B., Su, Y., Suomalainen, J., Tamudo, E., Barbieri, M. J. T., Tomelleri, E., Torresani, M., Trepekli, K., Ullah, S., Ullah, S., Umlauft, J., Vargas-Ramírez, N., Vatandaslar, C., Visacki, V., Volpi, M., Vásquez, V., Wallis, C., Weinstein, B., Weiser, H., Wich, S., Ximena, T. C., Zarco-Tejada, P. J., Zdunic, K., Zielewska-Büttner, K., de Oliveira, R. A., van Wagtendonk, L., von Dosky, V. & Kattenborn, T., 1 Jan 2026, In: Remote Sensing of Environment. 332, 115027.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    10 Scopus citations

  • Environmental heterogeneity and spatial variation mediates plant diversity and ecosystem stability in mountain ecosystems of the Mediterranean Andes

    Pérez-Giraldo, L. C., Paredes, J. M. C., Craven, D. & Lopatin, J., Apr 2026, In: Ecography. 2026, 4, e08305.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    1 Scopus citations

  • PlantTraitNet: An Uncertainty-Aware Multimodal Framework for Global-Scale Plant Trait Inference from Citizen Science Data

    Sharma, A., Trost, J., Lusk, D., Dollinger, J., Schrader, J., Rossi, C., Lopatin, J., Laliberté, E., Haberstroh, S., Eichel, J., Mederer, D., Cerda-Paredes, J. M., Phartyal, S. S., Schwarz, L. M., Linstädter, A., Caldeira, M. C. & Kattenborn, T., 2026, Proceedings of the AAAI Conference on Artificial Intelligence. Koenig, S., Jenkins, C. & Taylor, M. E. (eds.). 46 ed. Association for the Advancement of Artificial Intelligence, p. 39239-39248 10 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 40, no. 46).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    1 Scopus citations

  • Remotely sensed phenology reveals environmental and management controls on coastal wetland plant communities

    Lopatin, J., Araya-López, R. & Dronova, I., Mar 2026, In: Ecological Informatics. 94, 103610.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    1 Scopus citations
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