Carsten Montzka

Orcid: 0000-0003-0812-8570

According to our database1, Carsten Montzka authored at least 58 papers between 2008 and 2024.

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

Timeline

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Bibliography

2024
Enhanced Monitoring of Sub-Seasonal Land Use Dynamics in Vietnam's Mekong Delta through Quantile Mapping and Harmonic Regression.
Remote. Sens., October, 2024

Monitoring Heavy Metals and Metalloids in Soils and Vegetation by Remote Sensing: A Review.
Remote. Sens., September, 2024

A Comparative Analysis of Remote Sensing Soil Moisture Datasets Fusion Methods: Novel LSTM Approach Versus Widely Used Triple Collocation Technique.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Advances in Soil Moisture Retrieval From the Sentinel Products.
Proceedings of the IGARSS 2024, 2024

Can We Trust Geostationary SEVIRI-MSG Evapotranspiration Products Across Europe: Six-Dimensional Accuracy Assessment.
Proceedings of the IGARSS 2024, 2024

2023
High Spatial and Temporal Soil Moisture Retrieval in Agricultural Areas Using Multi-Orbit and Vegetation Adapted Sentinel-1 SAR Time Series.
Remote. Sens., May, 2023

Extended Alpha Approximation Method for the Retrieval of Soil Moisture Under Dynamic Vegetation by Multi-Incidence Angle Sentinel-1.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

On the Potential of Active and Passive Microwave Remote Sensing for Tracking Seasonal Dynamics of Evapotranspiration.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Estimating Soil Moisture Profiles by Combining P-Band SAR with Hydrological Modeling.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
Validation of Soil Moisture Data Products From the NASA SMAP Mission.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Remote Sensing of Geomorphodiversity Linked to Biodiversity - Part III: Traits, Processes and Remote Sensing Characteristics.
Remote. Sens., 2022

Hydrological Drivers for the Spatial Distribution of Wetland Herbaceous Communities in Poyang Lake.
Remote. Sens., 2022

Remote Sensing of Complex Permittivity and Penetration Depth of Soils Using P-Band SAR Polarimetry.
Remote. Sens., 2022

One decade (2011-2020) of European agricultural water stress monitoring by MSG-SEVIRI: workflow implementation on the Virtual Earth Laboratory (VLab) platform.
Int. J. Digit. Earth, 2022

UAS LiDAR Local Maximum Filtering for Individual Maize Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

UAS Lidar Derived Metrics for Winter Wheat Biomass Estimations using Multiple Linear Regression.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
Estimation of Vegetation Structure Parameters From SMAP Radar Intensity Observations.
IEEE Trans. Geosci. Remote. Sens., 2021

The Importance of Subsurface Processes in Land Surface Modeling over a Temperate Region: An Analysis with SMAP, Cosmic Ray Neutron Sensing and Triple Collocation Analysis.
Remote. Sens., 2021

The SARSense Campaign: Air- and Space-Borne C- and L-Band SAR for the Analysis of Soil and Plant Parameters in Agriculture.
Remote. Sens., 2021

Estimating Canopy Density Parameters Time-Series for Winter Wheat Using UAS Mounted LiDAR.
Remote. Sens., 2021

Estimating the Number of Reference Sites Necessary for the Validation of Global Soil Moisture Products.
IEEE Geosci. Remote. Sens. Lett., 2021

Toward operational validation systems for global satellite-based terrestrial essential climate variables.
Int. J. Appl. Earth Obs. Geoinformation, 2021

Causation Discovery of Weather and Vegetation Condition on Global Wildfire Using the PCMCI Approach.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Spruce Crown Transparency Levels Detected from Sentinel-2 Using Google Earth Engine.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

SARSense: Analyzing air- and space-borne C- and L-band SAR backscattering signals to changes in soil and plant parameters of crops.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Complex Permittivity and Penetration Depth Estimation from Airborne P-Band SAR Data Applying a Hybrid Decomposition Method.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

fUAS LiDAR Crop LAI Estimations from Canopy Density.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Linking the Remote Sensing of Geodiversity and Traits Relevant to Biodiversity - Part II: Geomorphology, Terrain and Surfaces.
Remote. Sens., 2020

Developing food, water and energy nexus workflows.
Int. J. Digit. Earth, 2020


2019
Physics-Based Modeling of Active and Passive Microwave Covariations Over Vegetated Surfaces.
IEEE Trans. Geosci. Remote. Sens., 2019

Rebuilding a Microwave Soil Moisture Product Using Random Forest Adopting AMSR-E/AMSR2 Brightness Temperature and SMAP over the Qinghai-Tibet Plateau, China.
Remote. Sens., 2019

Linking Remote Sensing and Geodiversity and Their Traits Relevant to Biodiversity - Part I: Soil Characteristics.
Remote. Sens., 2019

Implications for Validation Activities of Global Soil Moisture Missions by the Prediction of Sub-Grid Soil Moisture Variability.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
A New Soil Moisture Downscaling Approach for SMAP, SMOS, and ASCAT by Predicting Sub-Grid Variability.
Remote. Sens., 2018

Long-Term and High-Resolution Global Time Series of Brightness Temperature from Copula-Based Fusion of SMAP Enhanced and SMOS Data.
Remote. Sens., 2018

Fully Polarimetric L-Band Brightness Temperature Signatures of Azimuthal Permittivity Patterns - Measurements and Model Simulations.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Physics-Based Modeling of Active-Passive Microwave Covariations for Geophysical Retrievals.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Relationship Between Vegetation Microwave Optical Depth and Cross-Polarized Backscatter From Multiyear Aquarius Observations.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Validation of Spaceborne and Modelled Surface Soil Moisture Products with Cosmic-Ray Neutron Probes.
Remote. Sens., 2017

Cosmic-ray neutron probes for satellite soil moisture validation.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Microwave covariation modeling and retrieval for the dual-frequency active-passive combination of sentinel-1 and SMAP.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

PHYSICS-based retrieval of scattering albedo and vegetation optical depth using multi-sensor data integration.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
Investigation of SMAP Fusion Algorithms With Airborne Active and Passive L-Band Microwave Remote Sensing.
IEEE Trans. Geosci. Remote. Sens., 2016

Physically-based retrieval of SMAP active-passive measurements covariation and vegetation structure parameters.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
Estimation and Validation of RapidEye-Based Time-Series of Leaf Area Index for Winter Wheat in the Rur Catchment (Germany).
Remote. Sens., 2015

Physically-based active-passive modelling and retrieval for SMAP soil moisture inversion algorithm.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
Active and passive L-band microwave remote sensing for soil moisture - A test-bed for SMAP fusion algorithms.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013
Brightness Temperature and Soil Moisture Validation at Different Scales During the SMOS Validation Campaign in the Rur and Erft Catchments, Germany.
IEEE Trans. Geosci. Remote. Sens., 2013

A particle smoother with sequential importance resampling for radiative transfer parameter estimation.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Estimation and validation of leaf area index time series for crops on 5M scale from space.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012
Multivariate and Multiscale Data Assimilation in Terrestrial Systems: A Review.
Sensors, 2012

Time series analysis of SMOS and ASCAT: Soil moisture product validation in the Rur and Erft catchments.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Active and passive airborne microwave remote sensing for soil moisture retrieval in the Rur catchment, Germany.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
Estimation of radiative transfer parameters for soil moisture retrieval from SMOS brightness temperatures - a synthetic 1D experiment with the Particle Filter.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Radio brightness validation on different spatial scales during the SMOS validation campaign 2010 in the Rur catchment, Germany.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010
SMOS calibration and validation activities with airborne interferometric radiometer HUT-2D during spring 2010.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2008
Multispectral remotely sensed data in modelling the annual variability of nitrate concentrations in the leachate.
Environ. Model. Softw., 2008


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