JL
Javier Lopatin
cs.CVcs.AIcs.LGecologyecosystem vulnerabilityendangered speciesgrowth formsinvasive speciesmanagementPinus radiata
On Valency
published · living versionsW_52yy48ct·v1 · currentpublished
Turning spectra into images improves plant trait retrieval with 2D-CNNs
with Teja Kattenborn, Eya Cherif, Sebastián Moreno
1 version
Preprints & journals
6 papers in the corpus · 2022–2026Earth and space observations meet complex algebras: from complex to octonions for multivariate autoregressive time series analysis2609.18794v1 · Susana Eyheramendy, Felipe Elorrieta, Wilfredo Palma et al.2026 · 0 citationsarXiv
Turning spectra into images improves plant trait retrieval with 2D-CNNs2608.16661v1 · Javier Lopatin, Teja Kattenborn, Eya Cherif et al.2026 · 0 citationsarXivon Valency
Impacts of fire severity and exotic invasion of Pinus radiata on post-fire regeneration of relict Nothofagus alessandrii forests in central Chile.42111715 · Leal-Medina, Claudia, Galleguillos, Mauricio, Lopatin, Javier et al.2026 · 1 citationFrontiers in plant science. 2026;17:1772087
Bridging the gaps between field-based ecology and remote sensing to estimate plant functional diversity: a systematic review10.64898/2026.02.19.706857v1 · Cerda-Paredes, J. M., Pacheco-Labrador, J., Craven, D. et al.2026 · 0 citationsbioRxiv
PlantTraitNet: An Uncertainty-Aware Multimodal Framework for Global-Scale Plant Trait Inference from Citizen Science Data2511.06943v3 · Ayushi Sharma, Johanna Trost, Daniel Lusk et al.2025 · 2 citationsarXiv
Disturbance alters relationships between soil carbon pools and aboveground vegetation attributes in an anthropogenic peatland in Patagonia.35342552 · Lopatin, Javier, Araya-López, Rocío, Galleguillos, Mauricio et al.2024 · 13 citationsEcology and evolution. 2022;12(3):e8694
Career total: 62 works. 6 are in this corpus.
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