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Javier Lopatin
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UAV data as alternative to field sampling to map woody invasive species based on combined Sentinel-1 and Sentinel-2 data
T Kattenborn, J Lopatin, M Förster, AC Braun, FE Fassnacht
Remote sensing of environment 227, 61-73, 2019
2102019
Comparing generalized linear models and random forest to model vascular plant species richness using LiDAR data in a natural forest in central Chile
J Lopatin, K Dolos, HJ Hernández, M Galleguillos, FE Fassnacht
Remote Sensing of Environment 173, 200-210, 2016
1612016
Mapping plant species in mixed grassland communities using close range imaging spectroscopy
J Lopatin, FE Fassnacht, T Kattenborn, S Schmidtlein
Remote Sensing of Environment 201, 12-23, 2017
892017
How canopy shadow affects invasive plant species classification in high spatial resolution remote sensing
J Lopatin, K Dolos, T Kattenborn, FE Fassnacht
Remote Sensing in Ecology and Conservation 5 (4), 302-317, 2019
772019
Linking plant strategies and plant traits derived by radiative transfer modelling
T Kattenborn, FE Fassnacht, S Pierce, J Lopatin, JP Grime, S Schmidtlein
Journal of Vegetation Science 28 (4), 717-727, 2017
702017
Monitoring Andean high altitude wetlands in central Chile with seasonal optical data: A comparison between Worldview-2 and Sentinel-2 imagery
RA Araya-López, J Lopatin, FE Fassnacht, HJ Hernández
ISPRS journal of photogrammetry and remote sensing 145, 213-224, 2018
542018
Disentangling effects of climate and land-use change on West African drylands’ forage supply
J Ferner, S Schmidtlein, RT Guuroh, J Lopatin, A Linstädter
Global Environmental Change 53, 24-38, 2018
442018
Using aboveground vegetation attributes as proxies for mapping peatland belowground carbon stocks
J Lopatin, T Kattenborn, M Galleguillos, JF Perez-Quezada, S Schmidtlein
Remote Sensing of Environment 231, 111217, 2019
372019
Using a multistructural object-based LiDAR approach to estimate vascular plant richness in Mediterranean forests with complex structure
J Lopatin, M Galleguillos, FE Fassnacht, A Ceballos, J Hernández
IEEE Geoscience and Remote Sensing Letters 12 (5), 1008-1012, 2014
372014
Using Sentinel-2 and canopy height models to derive a landscape-level biomass map covering multiple vegetation types
FE Fassnacht, J Poblete-Olivares, L Rivero, J Lopatin, ...
International Journal of Applied Earth Observation and Geoinformation 94, 102236, 2020
352020
Predicting vascular plant diversity in anthropogenic peatlands: comparison of modeling methods with free satellite data
I Castillo-Riffart, M Galleguillos, J Lopatin, JF Perez-Quezada
Remote Sensing 9 (7), 681, 2017
232017
Biotic and abiotic drivers of carbon, nitrogen and phosphorus stocks in a temperate rainforest
JF Perez-Quezada, CA Pérez, CE Brito, JP Fuentes, A Gaxiola, ...
Forest Ecology and Management 494, 119341, 2021
212021
Pilot study on the retrieval of DBH and diameter distribution of deciduous forest stands using cast shadows in uav-based orthomosaics
T Kattenborn, J Hernández, J Lopatin, G Kattenborn, FE Fassnacht
ISPRS annals of the photogrammetry, remote sensing and spatial information …, 2018
162018
Disturbance alters relationships between soil carbon pools and aboveground vegetation attributes in an anthropogenic peatland in Patagonia
J Lopatin, R Araya‐López, M Galleguillos, JF Perez‐Quezada
Ecology and Evolution 12 (3), e8694, 2022
72022
Surviving in a hostile landscape: Nothofagus alessandrii remnant forests threatened by mega-fires and exotic pine invasion in the coastal range of central Chile
ME González, M Galleguillos, J Lopatin, C Leal, C Becerra-Rodas, A Lara, ...
Oryx, 1-11, 2022
32022
Hyperspectral classification of grassland species: towards a UAS application for semi-automatic field surveys
J Lopatin, FE Fassnacht, T Kattenborn, S Schmidtlein
EGU General Assembly Conference Abstracts, 8703, 2017
32017
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.
P Valencia Delgado, D., Hernández, J., Fassnacht, F. E., Cortez Serey, L ...
Sustainability, Agri, Food and Environmental Research 2 (3), 30-49, 2014
32014
Interannual variability of remotely sensed phenology relates to plant communities
J Lopatin
IEEE Geoscience and Remote Sensing Letters, 2023
22023
Indicators of ecosystem degradation along an elevational gradient in the Mediterranean Andes
JF Perez-Quezada, J Lopatin, MR Donoso, C Hurtado, I Reyes, O Seguel, ...
Ecological Indicators 153, 110388, 2023
12023
Linking plant strategies (CSR) and remotely sensed plant traits
T Kattenborn, J Lopatin, F Fassnacht, S Schmidtlein
2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2016
12016
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