Projects per year
Personal profile
Research Interests
I use remote sensing data and field work to assess key terrestrial ecosystem properties and functions using empirical and physical models.
Key Words
Remote Sensing, Unmanned Aerial Vehicles, Time Series, Phenology, Plant Ecology, Plant Traits, Functional Diversity, Convolutional Neural Networks.
Profession
Renewable Natural Resources Engineer, Universidad de Chile 2014
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):
Education/Academic qualification
PhD, Karlsruher Institute of Technology
Award Date: 8 Jul 2019
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Dive into the research topics where Javier Lopatin is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Upscaling Ecosystem Resilience to Climate Change in a Mediterranean ecosystem of Chile using Remote Sensing
Lopatin, J. (Principal Investigator)
Agencia Nacional de Investigación y Desarrollo
15/03/24 → 15/03/27
Project: Research
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1231043: Imprints of multiple global change drivers on biodiversity and ecosystem functioning within and across biogeographical regions
Lopatin, J. (Co-Investigator)
Agencia Nacional de Investigación y Desarrollo
1/04/23 → 1/04/27
Project: Research
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ID21I10102: Sistema de Alerta y Monitoreo Satelital de Áreas de Relevancia Ambiental: casos de estudio en humedales urbanos, turberas y bosque esclerófilo
Eyheramendy, S. (Researcher), Bevilacqua, M. (Researcher), Lopatin, J. (Researcher), Jordán, A. (Researcher) & Galleguillos, M. (Director)
Agencia Nacional de Investigación y Desarrollo
26/11/21 → 26/11/23
Project: Research
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Assessing the local and landscape drivers of post-fire understory early Pinus radiata invasions in the Coastal Maulino forest using remote sensing data and deep learning techniques.
Lopatin, J. (Principal Investigator) & Galleguillos, M. (Sponsoring Researcher)
Agencia Nacional de Investigación y Desarrollo
15/04/21 → 14/04/24
Project: Research
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Improving forest water yield and productivity quantification at the catchment scale by mapping root depth and eco-physiological thresholds with remote sensing and water transfer modeling
Galleguillos, M. (Principal Investigator) & Lopatin, J. (Co-Investigator)
Agencia Nacional de Investigación y Desarrollo
1/04/21 → 1/04/25
Project: Research
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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
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Vegetation browning as an indicator of drought impact and ecosystem resilience
Fuentes, I., Lopatin, J., Galleguillos, M. & McPhee, J., Jun 2025, In: Science of Remote Sensing. 11, 100219.Research output: Contribution to journal › Article › peer-review
Open Access -
Comparison of carbon and water fluxes and the drivers of ecosystem water use efficiency in a temperate rainforest and a peatland in southern South America
Perez-Quezada, J. F., Trejo, D., Lopatin, J., Aguilera, D., Osborne, B., Galleguillos, M., Zattera, L., Celis-Diez, J. L. & Armesto, J. J., 18 Mar 2024, In: Biogeosciences. 21, 5, p. 1371-1389 19 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Evaluating the ability of convolutional neural networks for transfer learning in Pinus radiata cover predictions
Bravo-Diaz, A., Moreno, S. & Lopatin, J., Sep 2024, In: Ecological Informatics. 82, 102684.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Is the change deforestation? Using time-series analysis of satellite data to disentangle deforestation from other forest degradation causes
Fuentes, I., Lopatin, J., Galleguillos, M., Ceballos-Comisso, A., Eyheramendy, S. & Carrasco, R., Aug 2024, In: Remote Sensing Applications: Society and Environment. 35, 101210.Research output: Contribution to journal › Article › peer-review
3 Scopus citations
Press/Media
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UAI academics work on platform to use satellite imagery for environmental monitoring
Lopatin, J. & Galleguillos, M.
22/01/24
1 item of Media coverage
Press/Media
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UAI academic will develop a project to study the vegetation in the central area against different climatic scenarios
5/01/22
1 item of Media coverage
Press/Media