Konrad J. Wessels

According to our database1, Konrad J. Wessels authored at least 46 papers between 2008 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
Mapping and Monitoring Fractional Woody Vegetation Cover in the Arid Savannas of Namibia Using LiDAR Training Data, Machine Learning, and ALOS PALSAR Data.
Remote Sensing, 2019

2018
Indirect Estimation of Structural Parameters in South African Forests Using MISR-HR and LiDAR Remote Sensing Data.
Remote Sensing, 2018

A modified temporal criterion to meta-optimize the extended Kalman filter for land cover classification of remotely sensed time series.
Int. J. Appl. Earth Obs. Geoinformation, 2018

2017
Applying Model Parameters as a Driving Force to a Deterministic Nonlinear System to Detect Land Cover Change.
IEEE Trans. Geoscience and Remote Sensing, 2017

2016
Rapid Land Cover Map Updates Using Change Detection and Robust Random Forest Classifiers.
Remote Sensing, 2016

Hyper-Temporal C-Band SAR for Baseline Woody Structural Assessments in Deciduous Savannas.
Remote Sensing, 2016

L-band Synthetic Aperture Radar imagery performs better than optical datasets at retrieving woody fractional cover in deciduous, dry savannahs.
Int. J. Appl. Earth Obs. Geoinformation, 2016

2015
Rapid detection of new and expanding human settlements in the Limpopo province of South Africa using a spatio-temporal change detection method.
Int. J. Appl. Earth Obs. Geoinformation, 2015

2014
Meta-Optimization of the Extended Kalman Filter's Parameters Through the Use of the Bias Variance Equilibrium Point Criterion.
IEEE Trans. Geoscience and Remote Sensing, 2014

Extracting Structural Vegetation Components From Small-Footprint Waveform Lidar for Biomass Estimation in Savanna Ecosystems.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2014

Validation of the Two Standard MODIS Satellite Burned-Area Products and an Empirically-Derived Merged Product in South Africa.
Remote Sensing, 2014

Using the butterfly effect in a deterministic non-linear system to detect Land cover change.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

A modified temporal approach to meta-optimizing an Extended Kalman Filter's parameters.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

The assessment of data mining algorithms for modelling Savannah Woody cover using multi-frequency (X-, C- and L-band) synthetic aperture radar (SAR) datasets.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Woody cover assessments in a Southern African savanna, using hyper-temporal C-band ASAR-WS data.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

A novel spatio-temporal change detection approach using hyper-temporal satellite data.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013
Land Cover Change Detection Using the Internal Covariance Matrix of the Extended Kalman Filter Over Multiple Spectral Bands.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2013

Evaluation of rule-based classifier for Landsat-based automated land cover mapping in South Africa.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

A spatio-temporal autocorrelation change detection approach using hyper-temporal satellite data.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012
Land Cover Change Detection Using Autocorrelation Analysis on MODIS Time-Series Data: Detection of New Human Settlements in the Gauteng Province of South Africa.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2012

Impacts of communal fuelwood extraction on LiDAR-estimated biomass patterns of savanna woodlands.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Quantitative comparison of fire danger index performance using fire activity.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Detecting land cover change by evaluating the internal covariance matrix of the Extended Kalman Filter.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

A search algorithm to meta-optimize the parameters for an extended KALMAN FILTER TO IMPROVE CLASSIFICATION ON HYPER-TEMPORAL IMAGES.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Detecting land cover change using a sliding window temporal autocorrelation approach.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
Unsupervised Land Cover Change Detection: Meaningful Sequential Time Series Analysis.
IEEE J Sel. Topics in Appl. Earth Observ. and Remote Sensing, 2011

Detecting Land Cover Change Using an Extended Kalman Filter on MODIS NDVI Time-Series Data.
IEEE Geosci. Remote Sensing Lett., 2011

The use of a Multilayer Perceptron for detecting new human settlements from a time series of MODIS images.
Int. J. Appl. Earth Obs. Geoinformation, 2011

Meta-optimization of the Extended Kalman Filter's parameters for improved feature extraction on hyper-temporal images.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

SAR-to-LiDAR mapping for tree volume prediction in the Kruger National Park.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

A comparison of feature extraction methods within a spatio-temporal land cover change detection framework.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

An autocorrelation analysis approach to detecting land cover change using hyper-temporal time-series data.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010
Improving Land Cover Class Separation Using an Extended Kalman Filter on MODIS NDVI Time-Series Data.
IEEE Geosci. Remote Sensing Lett., 2010

Using Random Matrix Theory to determine the number of endmembers in a hyperspectral image.
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010

Validation of the MODIS burned-area products across different biomes in South Africa.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Automated land cover change detection: the quest for meaningful high temporal time series extraction.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Extracting strctural land cover components using small-footprint waveform lidar data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

A spatio-temporal approach to detecting land cover change using an extended kalman filter on modis time series data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2009
Connecting the Dots between Laser Waveforms and Herbaceous Biomass for Assessment of Land Degradation using Small-footprint Waveform LiDAR Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Remotely Sensed Phenology for Mapping Biomes and Vegetation Functional Types.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

The Quest for Automated Land Cover Change Detection using Satellite Time Series Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Tree Cover, Tree Height and Bare Soil Cover Differences along a Land Use Degradation Gradient in Semi-arid Savannas, South Africa.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Improving NDVI Time Series Class Separation using an Extended Kalman Filter.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

Three-dimensional Woody Vegetation Structure across Different Land-use Types and -land-use Intensities in a Semi-arid Savanna.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008
Long-Term Phenology and Variability of Southern African Vegetation.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Detection of Land Cover Change Using an Artificial Neural Network Within a Temporal Sliding Windowon Modis Time Series Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008


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