Javier Lopatin

13 papers A* 1Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2026 A* conf
PlantTraitNet: An Uncertainty-Aware Multimodal Framework for Global-Scale Plant Trait Inference from Citizen Science Data.
AAAI
Ayushi Sharma, Johanna Trost, Daniel Lusk, Johannes Dollinger, Julian Schrader, Christian Rossi, Javier Lopatin, Etienne Laliberté, Simon Haberstroh, Jana Eichel, Daniel Mederer, Jose Miguel Cerda-Paredes, Shyam S. Phartyal, Lisa-Maricia Schwarz, Anja Linstädter, Maria Conceição Caldeira, Teja Kattenborn
2026 J jnl
Remotely sensed phenology reveals environmental and management controls on coastal wetland plant communities.
Ecol. Informatics
Javier Lopatin, Rocío Araya-López, Iryna Dronova
2025 J jnl
Convolutional neural network models with low spatial variability hamper the transfer learning process.
Neural Comput. Appl.
Alejandra Bravo-Diaz, Sebastián Moreno, Javier Lopatin
2025 J jnl
PlantTraitNet: An Uncertainty-Aware Multimodal Framework for Global-Scale Plant Trait Inference from Citizen Science Data.
CoRR
Ayushi Sharma, Johanna Trost, Daniel Lusk, Johannes Dollinger, Julian Schrader, Christian Rossi, Javier Lopatin, Etienne Laliberté, Simon Haberstroh, Jana Eichel, Daniel Mederer, Jose Miguel Cerda-Paredes, Shyam S. Phartyal, Lisa-Maricia Schwarz, Anja Linstädter, Maria Conceição Caldeira, Teja Kattenborn
2024 — conf
CNN Sensitivity Analysis for Land Cover Map Models Using Sparse and Heterogeneous Satellite Data.
CIARP (1)
Sebastián Moreno, Javier Lopatin, Diego Corvalán, Alejandra Bravo-Diaz
2024 J jnl
Evaluating the ability of convolutional neural networks for transfer learning in Pinus radiata cover predictions.
Ecol. Informatics
Alejandra Bravo-Diaz, Sebastián Moreno, Javier Lopatin
2023 J jnl
Estimation of Foliar Carotenoid Content Using Spectroscopy Wavelet-Based Vegetation Indices.
IEEE Geosci. Remote. Sens. Lett.
Javier Lopatin
2023 — conf
Hate Speech Recognition in Chilean Tweets.
SCCC
Alfonso Tobar-Arancibia, Sebastián Moreno, Javier Lopatin
2023 J jnl
Interannual Variability of Remotely Sensed Phenology Relates to Plant Communities.
IEEE Geosci. Remote. Sens. Lett.
Javier Lopatin
2021 J jnl
Using Sentinel-2 and canopy height models to derive a landscape-level biomass map covering multiple vegetation types.
Int. J. Appl. Earth Obs. Geoinformation
Fabian Ewald Fassnacht, Javiera Poblete-Olivares, Lucas Rivero, Javier Lopatin, Andrés Ceballos-Comisso, Mauricio Galleguillos
2017 J jnl
Predicting Vascular Plant Diversity in Anthropogenic Peatlands: Comparison of Modeling Methods with Free Satellite Data.
Remote. Sens.
Ivan Castillo-Riffart, Mauricio Galleguillos, Javier Lopatin, Jorge F. Perez-Quezada
2016 — conf
Linking plant strategies (CSR) and remotely sensed plant traits.
WHISPERS
Teja Kattenborn, Javier Lopatin, Fabian Faßnacht, Sebastian Schmidtlein
2015 J jnl
Using a Multistructural Object-Based LiDAR Approach to Estimate Vascular Plant Richness in Mediterranean Forests With Complex Structure.
IEEE Geosci. Remote. Sens. Lett.
Javier Lopatin, Mauricio Galleguillos, Fabian Ewald Fassnacht, Andrés Ceballos, Jaime Hernández