Martin Herold

Orcid: 0000-0003-0246-6886

According to our database1, Martin Herold authored at least 75 papers between 2003 and 2023.

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Bibliography

2023
How textural features can improve SAR-based tropical forest disturbance mapping.
Int. J. Appl. Earth Obs. Geoinformation, November, 2023

Past decade above-ground biomass change comparisons from four multi-temporal global maps.
Int. J. Appl. Earth Obs. Geoinformation, April, 2023

Parameterized Approximation: Algorithms and Hardness (Dagstuhl Seminar 23291).
Dagstuhl Reports, 2023

Upward Translation of Optimal and P-Optimal Proof Systems in the Boolean Hierarchy over NP.
Proceedings of the 48th International Symposium on Mathematical Foundations of Computer Science, 2023

Unraveling global multifaceted urbanization-land-energy-air nexuses based on Earth Observation.
Proceedings of the Joint Urban Remote Sensing Event, 2023

Semantic Segmentation of Crops and Weeds with Probabilistic Modeling and Uncertainty Quantification.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
Land Use and Land Cover Area Estimates From Class Membership Probability of a Random Forest Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

deSpeckNet: Generalizing Deep Learning-Based SAR Image Despeckling.
IEEE Trans. Geosci. Remote. Sens., 2022

A Downsampling Method Addressing the Modifiable Areal Unit Problem in Remote Sensing.
Remote. Sens., 2022

Alert-Driven Community-Based Forest Monitoring: A Case of the Peruvian Amazon.
Remote. Sens., 2022

Precision of subnational forest AGB estimates within the Peruvian Amazonia using a global biomass map.
Int. J. Appl. Earth Obs. Geoinformation, 2022

Peering through the thicket: Effects of UAV LiDAR scanner settings and flight planning on canopy volume discovery.
Int. J. Appl. Earth Obs. Geoinformation, 2022

Plot-To-Map: an Open-Source R Workflow For Above-Ground Biomass Independent Validation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Intercomparison of Earth Observation Data and Methods for Forest Mapping in the Context of Forest Carbon Monitoring.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
Assessing a Prototype Database for Comprehensive Global Aquatic Land Cover Mapping.
Remote. Sens., 2021

Tropical Forest Monitoring: Challenges and Recent Progress in Research.
Remote. Sens., 2021

BFAST Lite: A Lightweight Break Detection Method for Time Series Analysis.
Remote. Sens., 2021

Capacity Development for Use of Remote Sensing for REDD+ MRV Using Online and Offline Activities: Impacts and Lessons Learned.
Remote. Sens., 2021

Sub-annual tropical forest disturbance monitoring using harmonized Landsat and Sentinel-2 data.
Int. J. Appl. Earth Obs. Geoinformation, 2021

Quantifying Tropical Forest Stand Structure Through Terrestrial and UAV Laser Scanning Fusion.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Next generation land cover monitoring services: Towards a flexible, user-oriented approach.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Research and Development Needs for REDD+ and Forest Monitoring.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

The first Above-ground Biomass map of the Philippines produced using Remote sensing and Machine learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Thirty Years of Land Cover and Fraction Cover Changes over the Sudano-Sahel Using Landsat Time Series.
Remote. Sens., 2020

Implementation of BFASTmonitor Algorithm on Google Earth Engine to Support Large-Area and Sub-Annual Change Monitoring Using Earth Observation Data.
Remote. Sens., 2020

Identifying and Quantifying the Abundance of Economically Important Palms in Tropical Moist Forest Using UAV Imagery.
Remote. Sens., 2020

Copernicus Global Land Cover Layers - Collection 2.
Remote. Sens., 2020

Assessment of Workflow Feature Selection on Forest LAI Prediction with Sentinel-2A MSI, Landsat 7 ETM+ and Landsat 8 OLI.
Remote. Sens., 2020

Space-time detection of deforestation, forest degradation and regeneration in montane forests of Eastern Tanzania.
Int. J. Appl. Earth Obs. Geoinformation, 2020

Dual Polarimetric SAR Covariance Matrix Estimation Using Deep Learning.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
Forest biomass retrieval approaches from earth observation in different biomes.
Int. J. Appl. Earth Obs. Geoinformation, 2019

Tree height in tropical forest as measured by different ground, proximal, and remote sensing instruments, and impacts on above ground biomass estimates.
Int. J. Appl. Earth Obs. Geoinformation, 2019

Global data and tools for local forest cover loss and REDD+ performance assessment: Accuracy, uncertainty, complementarity and impact.
Int. J. Appl. Earth Obs. Geoinformation, 2019

2018
Mapping the Leaf Economic Spectrum across West African Tropical Forests Using UAV-Acquired Hyperspectral Imagery.
Remote. Sens., 2018

Forest Cover and Vegetation Degradation Detection in the Kavango Zambezi Transfrontier Conservation Area Using BFAST Monitor.
Remote. Sens., 2018

Characterizing Tropical Forest Cover Loss Using Dense Sentinel-1 Data and Active Fire Alerts.
Remote. Sens., 2018

Monitoring Forest Phenology and Leaf Area Index with the Autonomous, Low-Cost Transmittance Sensor PASTiS-57.
Remote. Sens., 2018

2017
Biodiversity Monitoring in Changing Tropical Forests: A Review of Approaches and New Opportunities.
Remote. Sens., 2017

Using Space-Time Features to Improve Detection of Forest Disturbances from Landsat Time Series.
Remote. Sens., 2017

Integrating global land cover datasets for deriving user-specific maps.
Int. J. Digit. Earth, 2017

2016
Error Sources in Deforestation Detection Using BFAST Monitor on Landsat Time Series Across Three Tropical Sites.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Towards an Integrated Global Land Cover Monitoring and Mapping System.
Remote. Sens., 2016

Monitoring Deforestation at Sub-Annual Scales as Extreme Events in Landsat Data Cubes.
Remote. Sens., 2016

Evaluating the Potential of PROBA-V Satellite Image Time Series for Improving LC Classification in Semi-Arid African Landscapes.
Remote. Sens., 2016

Comparative assessment of thematic accuracy of GLC maps for specific applications using existing reference data.
Int. J. Appl. Earth Obs. Geoinformation, 2016

Performance of vegetation indices from Landsat time series in deforestation monitoring.
Int. J. Appl. Earth Obs. Geoinformation, 2016

Assessing the accuracy of hyperspectral and multispectral satellite imagery for categorical and Quantitative mapping of salinity stress in sugarcane fields.
Int. J. Appl. Earth Obs. Geoinformation, 2016

2015
Spatial Accuracy Assessment and Integration of Global Land Cover Datasets.
Remote. Sens., 2015

A Bayesian Approach to Combine Landsat and ALOS PALSAR Time Series for Near Real-Time Deforestation Detection.
Remote. Sens., 2015

Consistent forest change maps 1981-2000 from the AVHRR time series: Case studies for South America and Indonesia.
Proceedings of the 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2015

2014
Pan-Arctic Climate and Land Cover Trends Derived from Multi-Variate and Multi-Scale Analyses (1981-2012).
Remote. Sens., 2014

Fusion of pan-tropical biomass maps using weighted averaging and regional calibration data.
Int. J. Appl. Earth Obs. Geoinformation, 2014

Investigation of gas sensing in large lithium-ion battery systems for early fault detection and safety improvement.
Proceedings of the IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society, Dallas, TX, USA, October 29, 2014

2013
Feature Level Fusion of Multi-Temporal ALOS PALSAR and Landsat Data for Mapping and Monitoring of Tropical Deforestation and Forest Degradation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013

Mobile Devices for Community-Based REDD+ Monitoring: A Case Study for Central Vietnam.
Sensors, 2013

Comparison of Satellite-Derived Land Surface Temperature and Air Temperature from Meteorological Stations on the Pan-Arctic Scale.
Remote. Sens., 2013

Trends in Spring Phenology of Western European Deciduous Forests.
Remote. Sens., 2013

Assessing Water Stress of Desert Tamarugo Trees Using<i> in situ</i> Data and Very High Spatial Resolution Remote Sensing.
Remote. Sens., 2013

Modelling the spectral response of the desert tree Prosopis tamarugo to water stress.
Int. J. Appl. Earth Obs. Geoinformation, 2013

Near real-time tropical forest disturbance monitoring using Landsat time series and local expert monitoring data.
Proceedings of the 7th International Workshop on the Analysis of Multi-temporal Remote Sensing Images, 2013

Challenges in operationalizing remote sensing in climate change mitigation projects in developing countries.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012
Assessment of deforestation drivers and national carbon emissions using remote sensing analysis.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Near real-time deforestation monitoring in tropical ecosystems using satellite image time series.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Effects of clumping on modelling LiDAR waveforms in forest canopies.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

New global land cover mapping exercise in the framework of the ESA Climate Change Initiative.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2010
Multi Scale Vegetation and Water Body Mapping in Arctic Regions Within the Data User Element Permafrost.
Proceedings of the Geoinformatik 2010 - Die Welt im Netz: Konferenzband, Kiel, 2010

2009
On the Suitability of MODIS Time Series Metrics to Map Vegetation Types in Dry Savanna Ecosystems: A Case Study in the Kalahari of NE Namibia.
Remote. Sens., 2009

2008
Land-Cover Observations as Part of a Global Earth Observation System of Systems (GEOSS): Progress, Activities, and Prospects.
IEEE Syst. J., 2008

2007
Comparative assessment of CORINE2000 and GLC2000: Spatial analysis of land cover data for Europe.
Int. J. Appl. Earth Obs. Geoinformation, 2007


2006
Validation of the global land cover 2000 map.
IEEE Trans. Geosci. Remote. Sens., 2006

A joint initiative for harmonization and validation of land cover datasets.
IEEE Trans. Geosci. Remote. Sens., 2006

2005
The role of spatial metrics in the analysis and modeling of urban land use change.
Comput. Environ. Urban Syst., 2005

Spatio-temporal dynamics in California's Central Valley: Empirical links to urban theory.
Int. J. Geogr. Inf. Sci., 2005

2003
Spectral resolution requirements for mapping urban areas.
IEEE Trans. Geosci. Remote. Sens., 2003


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