Evaluation of Continuous VNIR-SWIR Spectra versus Narrowband Hyperspectral Indices to Discriminate the Invasive Acacia longifolia within a Mediterranean Dune Ecosystem

On the usefulness of one-class classifier ensembles for decomposition of multi-class problems

(2015) Bartosz Krawczyk et al.   PATTERN RECOGNITION

Temporal changes in the impacts on plant communities of an invasive alien tree, Acacia longifolia

(2015) Hélia Marchante et al.   PLANT ECOLOGY

Potential of remote sensing to predict species invasions

(2015) Duccio Rocchini et al.   PROGRESS IN PHYSICAL GEOGRAPHY

Australian acacias as invasive species: lessons to be learnt from regions with long planting histories

(2015) David M Richardson et al.   Southern Forests

Optimal Combination of Classification Algorithms and Feature Ranking Methods for Object-Based Classification of Submeter Resolution Z/I-Imaging DMC Imagery

(2015) Fulgencio Cánovas-García et al.   Remote Sensing

Field Spectroscopy in the VNIR-SWIR Region to Discriminate between Mediterranean Native Plants and Exotic-Invasive Shrubs Based on Leaf Tannin Content

(2015) Jan Lehmann et al.   Remote Sensing

The Effect of Epidermal Structures on Leaf Spectral Signatures of Ice Plants (Aizoaceae)

(2015) René Heim et al.   Remote Sensing

The EnMAP-Box—A Toolbox and Application Programming Interface for EnMAP Data Processing

(2015) Sebastian van der Linden et al.   Remote Sensing

On the Importance of Training Data Sample Selection in Random Forest Image Classification: A Case Study in Peatland Ecosystem Mapping

(2015) Koreen Millard et al.   Remote Sensing

Retrieving nitrogen isotopic signatures from fresh leaf reflectance spectra: disentangling δ15N from biochemical and structural leaf properties

(2015) Christine Hellmann et al.   Frontiers in Plant Science

Towards a Standard Plant Species Spectral Library Protocol for Vegetation Mapping: A Case Study in the Shrubland of Doñana National Park

(2015) Marcos Jiménez et al.   ISPRS International Journal of Geo-Information

HDclassif: AnRPackage for Model-Based Clustering and Discriminant Analysis of High-Dimensional Data

(2015) Laurent Bergé et al.   Journal of Statistical Software

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

(2014) Fabian E. Fassnacht et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Alien Plant Monitoring with Ultralight Airborne Imaging Spectroscopy

(2014) María Calviño-Cancela et al.   PLoS One

Plant Species Discrimination in a Tropical Wetland Using In Situ Hyperspectral Data

(2014) Kurt Prospere et al.   Remote Sensing

Patterns of woody plant invasion in an Argentinean coastal grassland

(2013) Constanza Alberio et al.   ACTA OECOLOGICA-INTERNATIONAL JOURNAL OF ECOLOGY

Selection of Hyperspectral Narrowbands (HNBs) and Composition of Hyperspectral Twoband Vegetation Indices (HVIs) for Biophysical Characterization and Discrimination of Crop Types Using Field Reflectance and Hyperion/EO-1 Data

(2013) Prasad S. Thenkabail et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

A comparison of selected classification algorithms for mapping bamboo patches in lower Gangetic plains using very high resolution WorldView 2 imagery

(2013) Aniruddha Ghosh et al.   International Journal of Applied Earth Observation and Geoinformation

Spectral discrimination of giant reed (Arundo donax L.): A seasonal study in riparian areas

(2013) Maria Rosário Fernandes et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Characterising invasive non-native Rhododendron ponticum spectra signatures with spectroradiometry in the laboratory and field: Potential for remote mapping

(2013) Sarah L. Taylor et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Seasonal Trends in Separability of Leaf Reflectance Spectra for Ailanthus altissima and Four Other Tree Species

(2013) Aaron Burkholder et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Spectral Discrimination of the Invasive Plant Spartina alterniflora at Multiple Phenological Stages in a Saltmarsh Wetland

(2013) Zu-Tao Ouyang et al.   PLoS One

Multi-temporal hyperspectral mixture analysis and feature selection for invasive species mapping in rainforests

(2013) Ben Somers et al.   REMOTE SENSING OF ENVIRONMENT

Collinearity: a review of methods to deal with it and a simulation study evaluating their performance

(2012) Carsten F. Dormann et al.   ECOGRAPHY

Community scale 15N isoscapes: tracing the spatial impact of an exotic N2-fixing invader

(2012) Katherine G. Rascher et al.   ECOLOGY LETTERS

Hyperspectral shape-based unmixing to improve intra- and interclass variability for forest and agro-ecosystem monitoring

(2012) Laurent Tits et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

The spectral response of Buxus sempervirens to different types of environmental stress – A laboratory experiment

(2012) Steven M. de Jong et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Species-Level Differences in Hyperspectral Metrics among Tropical Rainforest Trees as Determined by a Tree-Based Classifier

(2012) Matthew L. Clark et al.   Remote Sensing

Acacia longifolia invasion impacts vegetation structure and regeneration dynamics in open dunes and pine forests

(2011) Katherine G. Rascher et al.   BIOLOGICAL INVASIONS

Human-mediated introductions of Australian acacias - a global experiment in biogeography

(2011) David M. Richardson et al.   DIVERSITY AND DISTRIBUTIONS

Benefits of hyperspectral remote sensing for tracking plant invasions

(2011) Kate S. He et al.   DIVERSITY AND DISTRIBUTIONS

Impacts of invasive Australian acacias: implications for management and restoration

(2011) David C. Le Maitre et al.   DIVERSITY AND DISTRIBUTIONS

Understory Invasion by Acacia longifolia Alters the Water Balance and Carbon Gain of a Mediterranean Pine Forest

(2011) Katherine G. Rascher et al.   ECOSYSTEMS

A global assessment of invasive plant impacts on resident species, communities and ecosystems: the interaction of impact measures, invading species' traits and environment

(2011) Petr Pyšek et al.   GLOBAL CHANGE BIOLOGY

Spectroscopic classification of tropical forest species using radiative transfer modeling

(2011) Jean-Baptiste Féret et al.   REMOTE SENSING OF ENVIRONMENT

Impact of an exotic N2-fixing Acacia on composition and N status of a native Mediterranean community

(2010) Christine Hellmann et al.   ACTA OECOLOGICA-INTERNATIONAL JOURNAL OF ECOLOGY

The potential role of seed banks in the recovery of dune ecosystems after removal of invasive plant species

(2010) Hélia Marchante et al.   APPLIED VEGETATION SCIENCE

Invasive species can handle higher leaf temperature under water stress than Mediterranean natives

(2010) Oscar Godoy et al.   ENVIRONMENTAL AND EXPERIMENTAL BOTANY

Feature Selection for Classification of Hyperspectral Data by SVM

(2010) Mahesh Pal et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Spectral properties and sources of variability of ecosystem components in a Mediterranean semiarid environment

(2010) P. Escribano et al.   JOURNAL OF ARID ENVIRONMENTS

Disentangling the relationships between plant pigments and the photochemical reflectance index reveals a new approach for remote estimation of carotenoid content

(2010) Steven R. Garrity et al.   REMOTE SENSING OF ENVIRONMENT

Characterization of soils from the Algarve region (Portugal): A multidisciplinary approach for forensic applications

(2010) Alexandra Guedes et al.   SCIENCE & JUSTICE

Sparse Partial Least Squares Classification for High Dimensional Data

(2010) Dongjun Chung et al.   Statistical Applications in Genetics and Molecular Biology

Mapping Bush Encroaching Species by Seasonal Differences in Hyperspectral Imagery

(2010) Jens Oldeland et al.   Remote Sensing

How well do we understand the impacts of alien species on ecosystem services? A pan-European, cross-taxa assessment

(2009) Montserrat Vilà et al.   FRONTIERS IN ECOLOGY AND THE ENVIRONMENT

Classification of Hyperspectral Images With Regularized Linear Discriminant Analysis

(2009) T.V. Bandos et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Broadleaf species recognition with in situ hyperspectral data

(2009) Ruiliang Pu   INTERNATIONAL JOURNAL OF REMOTE SENSING

The role of spectral resolution and classifier complexity in the analysis of hyperspectral images of forest areas

(2009) Michele Dalponte et al.   REMOTE SENSING OF ENVIRONMENT

Applications of Remote Sensing to Alien Invasive Plant Studies

(2009) Cho-ying Huang et al.   SENSORS

Estimating chlorophyll content from hyperspectral vegetation indices: Modeling and validation

(2008) Chaoyang Wu et al.   AGRICULTURAL AND FOREST METEOROLOGY

Short- and long-term impacts of Acacia longifolia invasion on the belowground processes of a Mediterranean coastal dune ecosystem

(2008) Elizabete Marchante et al.   APPLIED SOIL ECOLOGY

Calibration and validation of hyperspectral indices for the estimation of broadleaved forest leaf chlorophyll content, leaf mass per area, leaf area index and leaf canopy biomass

(2008) G LEMAIRE et al.   REMOTE SENSING OF ENVIRONMENT

Signature Optical Cues: Emerging Technologies for Monitoring Plant Health

(2008) Oi Liew et al.   SENSORS