Javier Lopatin
Title
Cited by
Cited by
Year
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
902016
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
542019
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
442017
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
382017
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
252018
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
252014
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
212019
Predicting vascular plant diversity in anthropogenic peatlands: comparison of modeling methods with free satellite data
I Castillo-Riffart, M Galleguillos, J Lopatin
Remote Sensing 9 (7), 681, 2017
102017
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
92018
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 Photogrammetry, Remote Sensing & Spatial Information …, 2018
82018
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
72019
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
32020
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
22017
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
12014
Unmanned Aerial Vehicles for Vegetation Mapping: Opportunities and Challenges
J Lopatin
Karlsruhe Institute of Technology, 2019
2019
Monitoring Andean High Altitude Wetlands in Central Chile with Seasonal Optical Data: A Comparison between Worldview-2 and Sentinel-2 Imagery.
RA Araya, J Lopatin, FE Fassnacht, HJ Hernandez
AGU Fall Meeting Abstracts 2018, H31K-2061, 2018
2018
Mapping Peatland Belowground C Stock by Using UAV-based Aboveground Vegetation Attributes as Proxies
J Lopatin, T Kattenborn, MH Galleguillos, JF Perez-Quezada, ...
AGU Fall Meeting Abstracts 2018, B33K-2810, 2018
2018
Mapping of invasive plant species with Sentinel-1 and-2 data calibrated with UAV-based training data
T Kattenborn, J Lopatin, M Förster, F Fassnacht
ICEI 2018: 10th International Conference on Ecological Informatics …, 2018
2018
Using multi-temporal Sentinal-2 imagery for mapping Andean meadows and surface soil moisture in central Chile
R Araya, FE Fassnacht, J Lopatin, HJ Hernández
EGU General Assembly Conference Abstracts, 17961, 2017
2017
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
2016
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