Fabian Ewald Fassnacht

发表

Comparison of Feature Reduction Algorithms for Classifying Tree Species With Hyperspectral Data on Three Central European Test Sites

Henning Buddenbaum, Michael Förster, Carsten Neumann, 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Application of a One-Class Classifier and a Linear Spectral Unmixing Method for Detecting Invasive Species in Central Chile

Michael Förster, Fabian Ewald Fassnacht, Tobias Schmidt, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Does a post-stratification of ground units improve the forest biomass estimation by remote sensing data?

Florian Hartig, Fabian Ewald Fassnacht, Barbara Koch, 2015 .

An angular vegetation index for imaging spectroscopy data - Preliminary results on forest damage detection in the Bavarian National Park, Germany

Fabian Ewald Fassnacht, Barbara Koch, Hooman Latifi, 2012, Int. J. Appl. Earth Obs. Geoinformation.

Explaining Sentinel 2-based dNBR and RdNBR variability with reference data from the bird's eye (UAS) perspective

Fabian Ewald Fassnacht, Jaime Hernández, Ephraim Schmidt-Riese, 2021, Int. J. Appl. Earth Obs. Geoinformation.

Tree species identification within an extensive forest area with diverse management regimes using airborne hyperspectral data

Fabian Ewald Fassnacht, Krzysztof Stereńczak, Aneta Modzelewska, 2020, Int. J. Appl. Earth Obs. Geoinformation.

Using a Multistructural Object-Based LiDAR Approach to Estimate Vascular Plant Richness in Mediterranean Forests With Complex Structure

Fabian Ewald Fassnacht, Mauricio Galleguillos, Jaime Hernández, 2015, IEEE Geoscience and Remote Sensing Letters.

A framework for mapping tree species combining hyperspectral and LiDAR data: Role of selected classifiers and sensor across three spatial scales

Aniruddha Ghosh, Fabian Ewald Fassnacht, Pawan Kumar Joshi, 2014, Int. J. Appl. Earth Obs. Geoinformation.

Stratified aboveground forest biomass estimation by remote sensing data

Florian Hartig, Fabian Ewald Fassnacht, Barbara Koch, 2015, Int. J. Appl. Earth Obs. Geoinformation.

Review of studies on tree species classification from remotely sensed data

Michael A. Lefsky, Aniruddha Ghosh, Lars T. Waser, 2016 .

Reconstructing the Vegetation Disturbance History of a Biodiversity Hotspot in Central Chile Using Landsat, Bfast and Landtrendr

Fabian Ewald Fassnacht, Julian Cabezas, F. Fassnacht, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Convolutional Neural Networks enable efficient, accurate and fine-grained segmentation of plant species and communities from high-resolution UAV imagery

Fabian Ewald Fassnacht, Teja Kattenborn, Jana Eichel, 2019, Scientific Reports.

Detecting the spread of invasive species in central Chile with a Sentinel-2 time-series

Birgit Kleinschmit, Michael Förster, Fabian Ewald Fassnacht, 2017, 2017 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp).

Modis-Based Grassland Trends Within and Around the Kekexili Core Protection Zone of the Sanjiangyuan Nature Reserve

Fabian Ewald Fassnacht, Teja Kattenborn, Xinquan Zhao, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Using Sentinel-2 and canopy height models to derive a landscape-level biomass map covering multiple vegetation types

Fabian Ewald Fassnacht, Mauricio Galleguillos, Javier Lopatin, 2021, Int. J. Appl. Earth Obs. Geoinformation.

Adapting a Natura 2000 field guideline for a remote sensing-based assessment of heathland conservation status

Birgit Kleinschmit, Angela Lausch, Michael Förster, 2017, Int. J. Appl. Earth Obs. Geoinformation.

Forest inventories by LiDAR data: A comparison of single tree segmentation and metric-based methods for inventories of a heterogeneous temperate forest

Marco Heurich, Jörg Müller, Stefan W. Dech, 2015, Int. J. Appl. Earth Obs. Geoinformation.

Mapping degraded grassland on the Eastern Tibetan Plateau with multi-temporal Landsat 8 data - where do the severely degraded areas occur?

Li Li, Fabian Ewald Fassnacht, Andreas Fritz, 2015, Int. J. Appl. Earth Obs. Geoinformation.

Assessing the functional signature of heathland landscapes via hyperspectral remote sensing

Angela Lausch, Fabian Ewald Fassnacht, Sebastian Schmidtlein, 2017 .

Mapping the fractional coverage of the invasive shrub Ulex europaeus with multi-temporal Sentinel-2 imagery utilizing UAV orthoimages and a new spatial optimization approach

Birgit Kleinschmit, Michael Förster, Fabian Ewald Fassnacht, 2021, Int. J. Appl. Earth Obs. Geoinformation.

Mapping fractional woody cover in an extensive semi-arid woodland area at different spatial grains with Sentinel-2 and very high-resolution data

Fabian Ewald Fassnacht, Hooman Latifi, Elham Shafeian, 2021, Int. J. Appl. Earth Obs. Geoinformation.

Opaque voxel-based tree models for virtual laser scanning in forestry applications

Bernhard Höfle, Fabian Ewald Fassnacht, Katharina Anders, 2021 .

Object-based extraction of bark beetle (Ips typographus L.) infestations using multi-date LANDSAT and SPOT satellite imagery

Stefan Dech, Fabian Ewald Fassnacht, Hooman Latifi, 2014 .

Linking plant strategies and plant traits derived by radiative transfer modelling

Fabian Ewald Fassnacht, Sebastian Schmidtlein, J. P. Grime, 2017 .

LiDAR derived forest structure data improves predictions of canopy N and P concentrations from imaging spectroscopy

Ben Somers, Duccio Rocchini, Manuel Nicolas, 2018, Remote Sensing of Environment.

Synergetic use of Sentinel‐1 and Sentinel‐2 for assessments of heathland conservation status

Michael Förster, Fabian Ewald Fassnacht, Sebastian Schmidtlein, 2018 .

Importance of sample size, data type and prediction method for remote sensing-based estimations of aboveground forest biomass

Florian Hartig, Fabian Ewald Fassnacht, Barbara Koch, 2014 .

Comparing Generalized Linear Models and random forest to model vascular plant species richness using LiDAR data in a natural forest in central Chile

Klara Dolos, Fabian Ewald Fassnacht, Mauricio Galleguillos, 2016 .

Modeling forest biomass using Very-High-Resolution data—Combining textural, spectral and photogrammetric predictors derived from spaceborne stereo images

Fabian Ewald Fassnacht, Barbara Koch, Jaime Hernández, 2015 .

The spectral variability hypothesis does not hold across landscapes

Fabian Ewald Fassnacht, Sebastian Schmidtlein, S. Schmidtlein, 2017 .

UAV data as alternative to field sampling to map woody invasive species based on combined Sentinel-1 and Sentinel-2 data

Michael Förster, Fabian Ewald Fassnacht, Teja Kattenborn, 2019, Remote Sensing of Environment.

Differentiating plant functional types using reflectance: which traits make the difference?

Fabian Ewald Fassnacht, Sebastian Schmidtlein, Teja Kattenborn, 2018, Remote Sensing in Ecology and Conservation.

Forest structure modeling with combined airborne hyperspectral and LiDAR data

Fabian Ewald Fassnacht, Barbara Koch, Hooman Latifi, 2012 .

Estimating stand density, biomass and tree species from very high resolution stereo-imagery- towards an all-in-one sensor for forestry applications?

Markus Immitzer, Fabian Ewald Fassnacht, Barbara Koch, 2017 .

Influence of plot and sample sizes on aboveground biomass estimations in plantation forests using very high resolution stereo satellite imagery

Fabian Ewald Fassnacht, Hooman Latifi, Hamed Naghavi, 2020 .