Publications

A Bravo-Diaz, S Moreno, J Lopatin (2024). Evaluating the ability of convolutional neural networks for transfer learning in Pinus radiata cover predictions. Ecol. Inform..

C Leal-Medina, J Lopatin, A Contreras, M E González, M Galleguillos (2024). Post-fire Pinus radiata invasion in a threatened biodiversity hotspot forest: A multi-scale remote sensing assessment. For. Ecol. Manage..

Ignacio Fuentes, Javier Lopatin, Mauricio Galleguillos, Andrés Ceballos-Comisso, Susana Eyheramendy, Rodrigo Carrasco (2024). Is the change deforestation? Using time-series analysis of satellite data to disentangle deforestation from other forest degradation causes. Remote Sensing Applications: Society and Environment.

Jorge F Perez-Quezada, David Trejo, Javier Lopatin, David Aguilera, Bruce Osborne, Mauricio Galleguillos, Luca Zattera, Juan L Celis-Diez, Juan J Armesto (2024). 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. Biogeosciences.

Jorge F Perez-Quezada, Javier Lopatin, Marı́a R Donoso, Cristian Hurtado, Ivan Reyes, Oscar Seguel, Horacio E Bown (2023). Indicators of ecosystem degradation along an elevational gradient in the Mediterranean Andes. Ecol. Indic..

Javier Lopatin (2023). Interannual Variability of Remotely Sensed Phenology Relates to Plant Communities. IEEE Geoscience and Remote Sensing Letters.

Alfonso Tobar-Arancibia, Sebastian Moreno, Javier Lopatin (2023). Hate Speech Recognition in Chilean Tweets. 2023 42nd IEEE International Conference of the Chilean Computer Science Society (SCCC).

Javier Lopatin (2023). Estimation of Foliar Carotenoid Content Using Spectroscopy Wavelet-Based Vegetation Indices. IEEE Geoscience and Remote Sensing Letters.

Javier Lopatin, Rocı́o Araya-López, Mauricio Galleguillos, Jorge F Perez-Quezada (2022). Disturbance alters relationships between soil carbon pools and aboveground vegetation attributes in an anthropogenic peatland in Patagonia. Ecol. Evol..

Mauro E González, Mauricio Galleguillos, Javier Lopatin, Claudia Leal, Constanza Becerra-Rodas, Antonio Lara, José San Martı́n (2022). Surviving in a hostile landscape: Nothofagus alessandrii remnant forests threatened by mega-fires and exotic pine invasion in the coastal range of central Chile. Oryx.

Fabian Ewald Fassnacht, Javiera Poblete-Olivares, Lucas Rivero, Javier Lopatin, Andrés Ceballos-Comisso, Mauricio Galleguillos (2021). Using Sentinel-2 and canopy height models to derive a landscape-level biomass map covering multiple vegetation types. Int. J. Appl. Earth Obs. Geoinf..

Jorge F Perez-Quezada, Cecilia a Pérez, Carla E Brito, Juan P Fuentes, Aurora Gaxiola, David Aguilera-Riquelme, Javier Lopatin (2021). Biotic and abiotic drivers of carbon, nitrogen and phosphorus stocks in a temperate rainforest. For. Ecol. Manage..

Javier Lopatin, Klara Dolos, Teja Kattenborn, Fabian E Fassnacht (2019). How canopy shadow affects invasive plant species classification in high spatial resolution remote sensing. Remote Sens. Ecol. Conserv..

Teja Kattenborn, Javier Lopatin, Michael Förster, Andreas Christian Braun, Fabian Ewald Fassnacht (2019). UAV data as alternative to field sampling to map woody invasive species based on combined Sentinel-1 and Sentinel-2 data. Remote Sens. Environ..

Javier Lopatin, Teja Kattenborn, Mauricio Galleguillos, Jorge F Perez-Quezada, Sebastian Schmidtlein (2019). Using aboveground vegetation attributes as proxies for mapping peatland belowground carbon stocks. Remote Sens. Environ..

Javier Lopatin (2019). Unmanned Aerial Vehicles for Vegetation Mapping: Opportunities and Challenges.

Jessica Ferner, Sebastian Schmidtlein, Reginald T Guuroh, Javier Lopatin, Anja Linstädter (2018). Disentangling effects of climate and land-use change on West African drylands' forage supply. Glob. Environ. Change.

T Kattenborn, J Lopatin, G Kattenborn, F E Fassnacht (2018). Pilot study on the retrieval of DBH and diameter distribution of deciduous forest stands using cast shadows in UAV-based ortomosaics. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences.

Rocı́o a Araya-López, Javier Lopatin, Fabian E Fassnacht, H Jaime Hernández (2018). Monitoring Andean high altitude wetlands in central Chile with seasonal optical data: A comparison between Worldview-2 and Sentinel-2 imagery. ISPRS J. Photogramm. Remote Sens..

Ivan Castillo-Riffart, Mauricio Galleguillos, Javier Lopatin, And Jorge F Perez-Quezada (2017). Predicting Vascular Plant Diversity in Anthropogenic Peatlands: Comparison of Modeling Methods with Free Satellite Data. Remote Sensing.

Teja Kattenborn, Fabian Ewald Fassnacht, Simon Pierce, Javier Lopatin, John Philip Grime, Sebastian Schmidtlein (2017). Linking plant strategies and plant traits derived by radiative transfer modelling. J. Veg. Sci..

Javier Lopatin, Fabian E Fassnacht, Teja Kattenborn, Sebastian Schmidtlein (2017). Mapping plant species in mixed grassland communities using close range imaging spectroscopy. Remote Sens. Environ..

Teja Kattenborn, Javier Lopatin, Fabian Fassnacht, Sebastian Schmidtlein (2016). Linking plant strategies (CSR) and remotely sensed plant traits. 2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

J Lopatin, K Dolos, H J Hernández, M Galleguillos, F E Fassnacht (2016). Comparing Generalized Linear Models and random forest to model vascular plant species richness using LiDAR data in a natural forest in central Chile. Remote Sens. Environ..

Javier Lopatin, Mauricio Galleguillos, Fabian E Fassnacht, Andrés Ceballos, Jaime Hernández (2015). Using a Multistructural Object-Based LiDAR Approach to Estimate Vascular Plant Richness in Mediterranean Forests With Complex Structure. IEEE Geoscience and Remote Sensing Letters.

Diego Valencia Delgado, Jaime H Hernández, Fabian E Fassnacht, Lissette Cortés, Javier Lopatin, Patricio Corvalán (2014). Estimation of aerial biomass using discrete-wave LiDAR data in combination with different vegetation indices in plantations of Pinus radiata (D. DON), Región del Maule, Chile. Sustainability, Agri, Food and Environmental Research.