List of works -

A brute-force approach to vegetation classification

A unified framework to model the potential and realized distributions of invasive species within the invaded range

article

Analyzing remotely sensed structural and chemical canopy traits of a forest invaded by Prunus serotina over multiple spatial scales

scientific article published on 01 March 2018

AngleCam - Tracking leaf angle distributions through time with image series and deep learning

conference paper presented at EGU23

AngleCam : Predicting the temporal variation of leaf angle distributions from image series with deep learning

scientific article published on 6 October 2022

Are remotely sensed traits suitable for ecological analysis? A case study of long-term drought effects on leaf mass per area of wetland vegetation

scientific article published in 2018

Assessing floristic composition with multispectral sensors—A comparison based on monotemporal and multiseasonal field spectra

article

Assessing the impact of an invasive bryophyte on plant species richness using high resolution imaging spectroscopy

scientific article published in 2020

Author Correction: Priority list of biodiversity metrics to observe from space

scientific article published in 2021

Biodiversity and Climate Extremes: Known Interactions and Research Gaps

scientific article published in June 2024

Brightness-normalized Partial Least Squares Regression for hyperspectral data

article by Hannes Feilhauer et al published August 2010 in Journal of Quantitative Spectroscopy & Radiative Transfer

Broad-scale rather than fine-scale environmental variation drives body size in a wandering predator (Araneae, Lycosidae)

scientific article published in 2019

Calculating landscape diversity with information-theory based indices: A GRASS GIS solution

scientific article published in 2013

Combining Isomap ordination and imaging spectroscopy to map continuous floristic gradients in a heterogeneous landscape

article

Coupling ordination techniques and GAM to spatially predict vegetation assemblages along a climatic gradient in an ENSO-affected region of extremely high climate variability

article published in 2013

Differences between recent and historical records of upper species limits in the northern European Alps

Discrimination and characterization of management systems in semi-arid rangelands of South Africa using RapidEye time series

article

Egg size versus egg number trade-off in the alpine-tundra wolf spider, Pardosa palustris (Araneae: Lycosidae)

scientific article

Elevational Variation of Reproductive Traits in Five Pardosa (Lycosidae) Species

scientific article published in 2015

Ensemble Identification of Spectral Bands Related to Soil Organic Carbon Levels over an Agricultural Field in Southern Ontario, Canada

scientific article published on 31 May 2019

Estimating Vegetation Cover from High-Resolution Satellite Data to Assess Grassland Degradation in the Georgian Caucasus

article

Estimating the impact of forest use on biodiversity in protected areas of developing tropical regions

article

Evaluating different methods for retrieving intraspecific leaf trait variation from hyperspectral leaf reflectance

scientific article published on 27 August 2021

From spectra to functional plant traits: Transferable multi-trait models from heterogeneous and sparse data

conference paper presented at EGU23

Important characteristics of multispectral data for an assessment of floristic variation

Invasion by the Alien Tree Prunus serotina Alters Ecosystem Functions in a Temperate Deciduous Forest ⬇️

scientific article

Is spectral pixel-to-pixel variation a reliable indicator of grassland biodiversity? A systematic assessment of the spectral variation hypothesis using spatial simulation experiments

scientific article published in 2024

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

scholarly article by Michael Ewald et al published June 2018 in Remote Sensing of Environment

Linking Earth Observation and taxonomic, structural and functional biodiversity: Local to ecosystem perspectives

scientific article (publication date: November 2016)

Mapping an invasive bryophyte species using hyperspectral remote sensing data

article

Mapping continuous fields of forest alpha and beta diversity

Mapping land-use intensity of grasslands in Germany with machine learning and Sentinel-2 time series

scientific article published in 2022

Mapping of arthropod alpha and beta diversity in heterogeneous arctic-alpine ecosystems

scientific article published in 2019

Mapping plant strategy types and derivatives with imaging spectroscopy

article

Mapping plant strategy types using remote sensing

article

Mapping pollination types with remote sensing

Mapping raised bogs with an iterative one-class classification approach

Mapping the local variability of Natura 2000 habitats with remote sensing

Measuring β-diversity by remote sensing: A challenge for biodiversity monitoring ⬇️

scientific article published in 2018

Modeling Species Distribution Using Niche-Based Proxies Derived from Composite Bioclimatic Variables and MODIS NDVI

article

Modelling biomass of mountainous grasslands by including a species composition map

article

Monitoring ecological change during rapid socio-economic and political transitions: Colombian ecosystems in the post-conflict era

article

Multi-method ensemble selection of spectral bands related to leaf biochemistry

scholarly article by Hannes Feilhauer et al published July 2015 in Remote Sensing of Environment

On variable relations between vegetation patterns and canopy reflectance

scientific article published in 2011

Optical trait indicators for remote sensing of plant species composition: Predictive power and seasonal variability

article

Performance of one-class classifiers for invasive species mapping using airborne imaging spectroscopy

article

Priority list of biodiversity metrics to observe from space

scientific article

Quantifying empirical relations between planted species mixtures and canopy reflectance with PROTEST

article

Relating canopy reflectance to the vegetation composition of mountainous grasslands in the Greater Caucasus

article

Remote Sensing of Vegetation for Nature Conservation

Remote sensing of scattered Natura 2000 habitats using a one-class classifier

Remotely sensed spatial heterogeneity as an exploratory tool for taxonomic and functional diversity study

scientific article published in 2018

Separating reflectance signatures of shrub species - a case study in the Central Greater Caucasus

Snow cover determines the ecology and biogeography of spiders (Araneae) in alpine tundra ecosystems

scholarly article by Nils Hein et al published 11 September 2014 in Erdkunde

Soil heterogeneity at the field scale: a challenge for precision crop protection

Spatially autocorrelated training and validation samples inflate performance assessment of convolutional neural networks

scientific article published in August 2022

Spectrally defined plant functional types adequately capture multidimensional trait variation in herbaceous communities

scientific article published on 03 November 2020

The DIARS toolbox: a spatially explicit approach to monitor alien plant invasions through remote sensing

article

The leaf is always greener on the other side of the lab: Optical in-situ indicators for leaf chlorophyll content need improvement for semi-natural grassland areas

scientific article published in 2022

Transfer learning from citizen science photographs enables plant species identification in UAV imagery

scientific article published in 2022

Transfer learning from citizen science photos enables plantspecies identification in UAV imagery

conference paper presented at EGU23

Transferability of species distribution models for the detection of an invasive alien bryophyte using imaging spectroscopy data

scientific article published on 16 February 2018

Uncertainty in ecosystem mapping by remote sensing

Which optical traits enable an estimation of tree species diversity based on the Spectral Variation Hypothesis?

scientific article published on 29 April 2021

List of works by

A brute-force approach to vegetation classification

A unified framework to model the potential and realized distributions of invasive species within the invaded range

Analyzing remotely sensed structural and chemical canopy traits of a forest invaded by Prunus serotina over multiple spatial scales

AngleCam - Tracking leaf angle distributions through time with image series and deep learning

AngleCam : Predicting the temporal variation of leaf angle distributions from image series with deep learning

Are remotely sensed traits suitable for ecological analysis? A case study of long-term drought effects on leaf mass per area of wetland vegetation

Assessing floristic composition with multispectral sensors—A comparison based on monotemporal and multiseasonal field spectra

Assessing the impact of an invasive bryophyte on plant species richness using high resolution imaging spectroscopy

Author Correction: Priority list of biodiversity metrics to observe from space

Biodiversity and Climate Extremes: Known Interactions and Research Gaps

Brightness-normalized Partial Least Squares Regression for hyperspectral data

Broad-scale rather than fine-scale environmental variation drives body size in a wandering predator (Araneae, Lycosidae)

Calculating landscape diversity with information-theory based indices: A GRASS GIS solution

Combining Isomap ordination and imaging spectroscopy to map continuous floristic gradients in a heterogeneous landscape

Coupling ordination techniques and GAM to spatially predict vegetation assemblages along a climatic gradient in an ENSO-affected region of extremely high climate variability

Differences between recent and historical records of upper species limits in the northern European Alps

Discrimination and characterization of management systems in semi-arid rangelands of South Africa using RapidEye time series

Egg size versus egg number trade-off in the alpine-tundra wolf spider, Pardosa palustris (Araneae: Lycosidae)

Elevational Variation of Reproductive Traits in Five Pardosa (Lycosidae) Species

Ensemble Identification of Spectral Bands Related to Soil Organic Carbon Levels over an Agricultural Field in Southern Ontario, Canada

Estimating Vegetation Cover from High-Resolution Satellite Data to Assess Grassland Degradation in the Georgian Caucasus

Estimating the impact of forest use on biodiversity in protected areas of developing tropical regions

Evaluating different methods for retrieving intraspecific leaf trait variation from hyperspectral leaf reflectance

From spectra to functional plant traits: Transferable multi-trait models from heterogeneous and sparse data

Important characteristics of multispectral data for an assessment of floristic variation

Invasion by the Alien Tree Prunus serotina Alters Ecosystem Functions in a Temperate Deciduous Forest ⬇️

Is spectral pixel-to-pixel variation a reliable indicator of grassland biodiversity? A systematic assessment of the spectral variation hypothesis using spatial simulation experiments

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

Linking Earth Observation and taxonomic, structural and functional biodiversity: Local to ecosystem perspectives

Mapping an invasive bryophyte species using hyperspectral remote sensing data

Mapping continuous fields of forest alpha and beta diversity

Mapping land-use intensity of grasslands in Germany with machine learning and Sentinel-2 time series

Mapping of arthropod alpha and beta diversity in heterogeneous arctic-alpine ecosystems

Mapping plant strategy types and derivatives with imaging spectroscopy

Mapping plant strategy types using remote sensing

Mapping pollination types with remote sensing

Mapping raised bogs with an iterative one-class classification approach

Mapping the local variability of Natura 2000 habitats with remote sensing

Measuring β-diversity by remote sensing: A challenge for biodiversity monitoring ⬇️

Modeling Species Distribution Using Niche-Based Proxies Derived from Composite Bioclimatic Variables and MODIS NDVI

Modelling biomass of mountainous grasslands by including a species composition map

Monitoring ecological change during rapid socio-economic and political transitions: Colombian ecosystems in the post-conflict era

Multi-method ensemble selection of spectral bands related to leaf biochemistry

On variable relations between vegetation patterns and canopy reflectance

Optical trait indicators for remote sensing of plant species composition: Predictive power and seasonal variability

Performance of one-class classifiers for invasive species mapping using airborne imaging spectroscopy

Priority list of biodiversity metrics to observe from space

Quantifying empirical relations between planted species mixtures and canopy reflectance with PROTEST

Relating canopy reflectance to the vegetation composition of mountainous grasslands in the Greater Caucasus

Remote Sensing of Vegetation for Nature Conservation

Remote sensing of scattered Natura 2000 habitats using a one-class classifier

Remotely sensed spatial heterogeneity as an exploratory tool for taxonomic and functional diversity study

Separating reflectance signatures of shrub species - a case study in the Central Greater Caucasus

Snow cover determines the ecology and biogeography of spiders (Araneae) in alpine tundra ecosystems

Soil heterogeneity at the field scale: a challenge for precision crop protection

Spatially autocorrelated training and validation samples inflate performance assessment of convolutional neural networks

Spectrally defined plant functional types adequately capture multidimensional trait variation in herbaceous communities

The DIARS toolbox: a spatially explicit approach to monitor alien plant invasions through remote sensing

The leaf is always greener on the other side of the lab: Optical in-situ indicators for leaf chlorophyll content need improvement for semi-natural grassland areas

Transfer learning from citizen science photographs enables plant species identification in UAV imagery

Transfer learning from citizen science photos enables plantspecies identification in UAV imagery

Transferability of species distribution models for the detection of an invasive alien bryophyte using imaging spectroscopy data

Uncertainty in ecosystem mapping by remote sensing

Which optical traits enable an estimation of tree species diversity based on the Spectral Variation Hypothesis?