List of works - Sebastian Schmidtlein

A brute-force approach to vegetation classification

A comparative framework for broad-scale plot-based vegetation classification

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

article

Advantages of retrieving pigment content [μg/cm2] versus concentration [%] from canopy reflectance

scientific article published on 24 May 2019

Alien invasive slider turtle in unpredicted habitat: a matter of niche shift or of predictors studied? ⬇️

scientific article

Analyzing floristic inventories with multiple maps

scientific article published in 2012

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

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

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

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

scientific article published in 2013

Classification of Grassland Successional Stages Using Airborne Hyperspectral Imagery

scientific article published on 20 August 2014

Climate change impacts on the availability of anti-malarial plants in Kenya

scientific article published in 2023

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

article

Convolutional Neural Networks accurately predict cover fractions of plant species and communities in Unmanned Aerial Vehicle imagery

scientific article published on 05 February 2020

Deep learning and citizen science enable automated plant trait predictions from photographs

scientific article published on 12 August 2021

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

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

scientific article published on 09 July 2018

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

article

Future no-analogue vegetation produced by no-analogue combinations of temperature and insolation

article

Global Amphibian Extinction Risk Assessment for the Panzootic Chytrid Fungus

scientific article

Gradient-Based Assessment of Habitat Quality for Spectral Ecosystem Monitoring

Historical Land Use Explains Current Distribution of Calcareous Grassland Species

article

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

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 plant strategies and plant traits derived by radiative transfer modelling

article

Mapping an invasive bryophyte species using hyperspectral remote sensing data

article

Mapping continuous fields of forest alpha and beta diversity

Mapping plant species in mixed grassland communities using close range imaging spectroscopy

scientific article published on 05 September 2017

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

On variable relations between vegetation patterns and canopy reflectance

scientific article published in 2011

Precipitation-driven decrease in wildfires in British Columbia

scholarly article by Andrea Meyn et al published 28 June 2012 in Regional Environmental Change

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

article

Radiative transfer modelling reveals why canopy reflectance follows function

scientific article published on 25 April 2019

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

Revealing biogeographical patterns by nonlinear ordinations and derived anisotropic spatial filters

scholarly article by Miguel Mahecha & Sebastian Schmidtlein published March 2008 in Global Ecology and Biogeography

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

Spatial variation of trends in wildfire and summer drought in British Columbia, Canada, 1920–2000

article

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

article

The link between rapid enigmatic amphibian decline and the globally emerging chytrid fungus

scientific article

The retrieval of plant functional traits from canopy spectra through RTM-inversions and statistical models are both critically affected by plant phenology

scientific article published on 23 October 2020

The role of climate and plant functional trade-offs in shaping global biome and biodiversity patterns

article

Towards Forage Resource Monitoring in subtropical Savanna Grasslands: going multispectral or hyperspectral?

scientific article published on 17 June 2021

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

scientific article published on 16 February 2018

UAV-based reference data for the prediction of fractional cover of standing deadwood from Sentinel time series

scientific article published in 2023

Uncertainty in ecosystem mapping by remote sensing

Using aboveground vegetation attributes as proxies for mapping peatland belowground carbon stocks

scientific article published in 2019

What drives European beech (Fagus sylvatica L.) mortality after forest fires of varying severity?

article by Janet Maringer et al published May 2016 in Forest Ecology and Management

Will remote sensing shape the next generation of species distribution models?

article

List of works by Sebastian Schmidtlein

A brute-force approach to vegetation classification

A comparative framework for broad-scale plot-based vegetation classification

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

Advantages of retrieving pigment content [μg/cm2] versus concentration [%] from canopy reflectance

Alien invasive slider turtle in unpredicted habitat: a matter of niche shift or of predictors studied? ⬇️

Analyzing floristic inventories with multiple maps

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

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

Brightness-normalized Partial Least Squares Regression for hyperspectral data

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

Classification of Grassland Successional Stages Using Airborne Hyperspectral Imagery

Climate change impacts on the availability of anti-malarial plants in Kenya

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

Convolutional Neural Networks accurately predict cover fractions of plant species and communities in Unmanned Aerial Vehicle imagery

Deep learning and citizen science enable automated plant trait predictions from photographs

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

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

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

Future no-analogue vegetation produced by no-analogue combinations of temperature and insolation

Global Amphibian Extinction Risk Assessment for the Panzootic Chytrid Fungus

Gradient-Based Assessment of Habitat Quality for Spectral Ecosystem Monitoring

Historical Land Use Explains Current Distribution of Calcareous Grassland Species

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 ⬇️

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

Linking plant strategies and plant traits derived by radiative transfer modelling

Mapping an invasive bryophyte species using hyperspectral remote sensing data

Mapping continuous fields of forest alpha and beta diversity

Mapping plant species in mixed grassland communities using close range imaging spectroscopy

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 ⬇️

On variable relations between vegetation patterns and canopy reflectance

Precipitation-driven decrease in wildfires in British Columbia

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

Radiative transfer modelling reveals why canopy reflectance follows function

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

Revealing biogeographical patterns by nonlinear ordinations and derived anisotropic spatial filters

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

Spatial variation of trends in wildfire and summer drought in British Columbia, Canada, 1920–2000

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

The link between rapid enigmatic amphibian decline and the globally emerging chytrid fungus

The retrieval of plant functional traits from canopy spectra through RTM-inversions and statistical models are both critically affected by plant phenology

The role of climate and plant functional trade-offs in shaping global biome and biodiversity patterns

Towards Forage Resource Monitoring in subtropical Savanna Grasslands: going multispectral or hyperspectral?

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

UAV-based reference data for the prediction of fractional cover of standing deadwood from Sentinel time series

Uncertainty in ecosystem mapping by remote sensing

Using aboveground vegetation attributes as proxies for mapping peatland belowground carbon stocks

What drives European beech (Fagus sylvatica L.) mortality after forest fires of varying severity?

Will remote sensing shape the next generation of species distribution models?