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
Calculated based on number of publications stored in Pure and citations from Scopus
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

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):

  • SDG 7 - Affordable and Clean Energy

Education/Academic qualification

PhD, Karlsruher Institute of Technology

Award Date: 8 Jul 2019

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Collaborations and top research areas from the last five years

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  • 24 Article
  • 3 Conference contribution
  • 1 Conference article

  • 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

  • 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

  • CNN Sensitivity Analysis for Land Cover Map Models Using Sparse and Heterogeneous Satellite Data

    Moreno, S., Lopatin, J., Corvalán, D. & Bravo-Diaz, A., 2025, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 27th Iberoamerican Congress, CIARP 2024, Proceedings. Hernández-García, R., Barrientos, R. J. & Velastin, S. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 63-77 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15368 LNCS).

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

  • Convolutional neural network models with low spatial variability hamper the transfer learning process

    Bravo-Diaz, A., Moreno, S. & Lopatin, J., Jul 2025, In: Neural Computing and Applications. 37, 19, p. 13927-13942 16 p.

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

  • Let's make the city cooler: The importance of leaf traits in urban planning

    Lopatin, J., Aug 2025, In: Journal of Applied Ecology. 62, 8, p. 1768-1771 4 p.

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

View all 28 Research outputs
View all 17 press/media