Clement Atzberger

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 43

Top Topics

Comparative Analysis

Top Venues

Int. J. Appl. Earth Obs. Geoinformation

Publications

Madeline C. Lisaius, Andrew Blake, Srinivasan Keshav, Clement Atzberger
Using Barlow Twins to Create Representations From Cloud-Corrupted Remote Sensing Time Series. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Yihang She, Clement Atzberger, Andrew Blake, Adriano Gualandi, Srinivasan Keshav
MAGIC: Modular Auto-encoder for Generalisable Model Inversion with Bias Corrections. CoRR (2024)
Benjamin J. Cutting, Clement Atzberger, Asa Gholizadeh, David A. Robinson, Jorge Mendoza-Ulloa, Belén Martí-Cardona
Remote Quantification of Soil Organic Carbon: Role of Topography in the Intra-Field Distribution. Remote. Sens. 16 (9) (2024)
Yihang She, Clement Atzberger, Andrew Blake, Srinivasan Keshav
From Spectra to Biophysical Insights: End-to-End Learning with a Biased Radiative Transfer Model. CoRR (2024)
Markus Immitzer, Clement Atzberger
Tree Species Diversity Mapping - Success Stories and Possible Ways Forward. Remote. Sens. 15 (12) (2023)
Ratiranjan Jena, Abdallah Shanableh, Rami Al-Ruzouq, Biswajeet Pradhan, Mohamed Barakat A. Gibril, Omid Ghorbanzadeh, Clement Atzberger, Mohamad Ali Khalil, Himanshu Mittal, Pedram Ghamisi
An Integration of Deep Learning and Transfer Learning for Earthquake-Risk Assessment in the Eurasian Region. Remote. Sens. 15 (15) (2023)
Michael Lechner, Alena Dostálová, Markus Hollaus, Clement Atzberger, Markus Immitzer
Combination of Sentinel-1 and Sentinel-2 Data for Tree Species Classification in a Central European Biosphere Reserve. Remote. Sens. 14 (11) (2022)
Thomas Lees, Gabriel Tseng, Clement Atzberger, Steven Reece, Simon J. Dadson
Deep Learning for Vegetation Health Forecasting: A Case Study in Kenya. Remote. Sens. 14 (3) (2022)
Jaturong Som-ard, Markus Immitzer, Francesco Vuolo, Sarawut Ninsawat, Clement Atzberger
Mapping of crop types in 1989, 1999, 2009 and 2019 to assess major land cover trends of the Udon Thani Province, Thailand. Comput. Electron. Agric. 198 (2022)
Minfei Ma, Jianhong Liu, Mingxing Liu, Wenquan Zhu, Clement Atzberger, Xiaoqing Lv, Ziyue Dong
Quantitative Assessment of the Spatial Scale Effects of the Vegetation Phenology in the Qinling Mountains. Remote. Sens. 14 (22) (2022)
Nurhussen Ahmed, Clement Atzberger, Worku Zewdie
invasion using Sentinel-2 satellite data and environmental variables in the dryland ecosystem of Ethiopia. Ecol. Informatics 68 (2022)
Babak Ghassemi, Aleksandar Dujakovic, Mateusz Zóltak, Markus Immitzer, Clement Atzberger, Francesco Vuolo
Designing a European-Wide Crop Type Mapping Approach Based on Machine Learning Algorithms Using LUCAS Field Survey and Sentinel-2 Data. Remote. Sens. 14 (3) (2022)
Jaturong Som-ard, Clement Atzberger, Emma Izquierdo-Verdiguier, Francesco Vuolo, Markus Immitzer
Remote Sensing Applications in Sugarcane Cultivation: A Review. Remote. Sens. 13 (20) (2021)
Josué López, Deni Torres, Stewart Santos, Clement Atzberger
Spectral Imagery Tensor Decomposition for Semantic Segmentation of Remote Sensing Data through Fully Convolutional Networks. Remote. Sens. 12 (3) (2020)
Xiuliang Jin, Zhenhai Li, Clement Atzberger
Editorial for the Special Issue "Estimation of Crop Phenotyping Traits using Unmanned Ground Vehicle and Unmanned Aerial Vehicle Imagery". Remote. Sens. 12 (6) (2020)
Ardalan Daryaei, Hormoz Sohrabi, Clement Atzberger, Markus Immitzer
Fine-scale detection of vegetation in semi-arid mountainous areas with focus on riparian landscapes using Sentinel-2 and UAV data. Comput. Electron. Agric. 177 (2020)
Chrisgone Adede, Robert Oboko, Peter Wagacha, Clement Atzberger
A mixed model approach to drought prediction using artificial neural networks: Case of an operational drought monitoring environment. CoRR (2019)
Chrisgone Adede, Robert Oboko, Peter Waiganjo Wagacha, Clement Atzberger
Model Ensembles of Artificial Neural Networks and Support Vector Regression for Improved Accuracy in the Prediction of Vegetation Conditions and Droughts in Four Northern Kenya Counties. ISPRS Int. J. Geo Inf. 8 (12) (2019)
Munkhdulam Otgonbayar, Clement Atzberger, Matteo Mattiuzzi, Avirmed Erdenedalai
Estimation of Climatologies of Average Monthly Air Temperature over Mongolia Using MODIS Land Surface Temperature (LST) Time Series and Machine Learning Techniques. Remote. Sens. 11 (21) (2019)
Chrisgone Adede, Robert Oboko, Peter Waiganjo Wagacha, Clement Atzberger
A Mixed Model Approach to Vegetation Condition Prediction Using Artificial Neural Networks (ANN): Case of Kenya's Operational Drought Monitoring. Remote. Sens. 11 (9) (2019)
Markus Immitzer, Martin Neuwirth, Sebastian Böck, Harald Brenner, Francesco Vuolo, Clement Atzberger
Optimal Input Features for Tree Species Classification in Central Europe Based on Multi-Temporal Sentinel-2 Data. Remote. Sens. 11 (22) (2019)
Xin Huang, Jianhong Liu, Wenquan Zhu, Clement Atzberger, Qiufeng Liu
The Optimal Threshold and Vegetation Index Time Series for Retrieving Crop Phenology Based on a Modified Dynamic Threshold Method. Remote. Sens. 11 (23) (2019)
Xin Huang, Jianhong Liu, Clement Atzberger, Qiufeng Liu
Research on the Optimal Thresholds for Crop Start and End of Season Retrieval from Remotely Sensed Time-Series Data Based on Ground Observations. IGARSS (2018)
Katja Berger, Clement Atzberger, Martin Danner, Guido D'Urso, Wolfram Mauser, Francesco Vuolo, Tobias Hank
Evaluation of the PROSAIL Model Capabilities for Future Hyperspectral Model Environments: A Review Study. Remote. Sens. 10 (1) (2018)
Katja Berger, Clement Atzberger, Martin Danner, Matthias Wocher, Wolfram Mauser, Tobias Hank
Model-Based Optimization of Spectral Sampling for the Retrieval of Crop Variables with the PROSAIL Model. Remote. Sens. 10 (12) (2018)
Jianhong Liu, Wenquan Zhu, Clement Atzberger, Anzhou Zhao, Yaozhong Pan, Xin Huang
A Phenology-Based Method to Map Cropping Patterns under a Wheat-Maize Rotation Using Remotely Sensed Time-Series Data. Remote. Sens. 10 (8) (2018)
Francesco Vuolo, Martin Neuwirth, Markus Immitzer, Clement Atzberger, Wai-Tim Ng
How much does multi-temporal Sentinel-2 data improve crop type classification? Int. J. Appl. Earth Obs. Geoinformation 72 (2018)
Josué López, Stewart Santos, Clement Atzberger, Deni Torres
Convolutional Neural Networks for Semantic Segmentation of Multispectral Remote Sensing Images. LATINCOM (2018)
Julia Maschler, Clement Atzberger, Markus Immitzer
Individual Tree Crown Segmentation and Classification of 13 Tree Species Using Airborne Hyperspectral Data. Remote. Sens. 10 (8) (2018)
Wai-Tim Ng, Purity Rima, Kathrin Einzmann, Markus Immitzer, Clement Atzberger, Sandra Eckert
spp. in Kenya. Remote. Sens. 9 (1) (2017)
Sebastian Böck, Markus Immitzer, Clement Atzberger
On the Objectivity of the Objective Function - Problems with Unsupervised Segmentation Evaluation Based on Global Score and a Possible Remedy. Remote. Sens. 9 (8) (2017)
Francesco Vuolo, Wai-Tim Ng, Clement Atzberger
Smoothing and gap-filling of high resolution multi-spectral time series: Example of Landsat data. Int. J. Appl. Earth Obs. Geoinformation 57 (2017)
Isaque Daniel Rocha Eberhardt, Bruno Schultz, Rodrigo Rizzi, Ieda Del'Arco Sanches, Antônio Roberto Formaggio, Clement Atzberger, Marcio Pupin Mello, Markus Immitzer, Kleber Trabaquini, William Foschiera, Alfredo José Barreto Luiz
Cloud Cover Assessment for Operational Crop Monitoring Systems in Tropical Areas. Remote. Sens. 8 (3) (2016)
Anja Klisch, Clement Atzberger
Operational Drought Monitoring in Kenya Using MODIS NDVI Time Series. Remote. Sens. 8 (4) (2016)
Markus Enenkel, Caroline Steiner, Thomas Mistelbauer, Wouter Dorigo, Wolfgang Wagner, Linda See, Clement Atzberger, Stefan Schneider, Edith Rogenhofer
A Combined Satellite-Derived Drought Indicator to Support Humanitarian Aid Organizations. Remote. Sens. 8 (4) (2016)
Wai-Tim Ng, Michele Meroni, Markus Immitzer, Sebastian Böck, Ugo Leonardi, Felix Rembold, Hussein Gadain, Clement Atzberger
Mapping Prosopis spp. with Landsat 8 data in arid environments: Evaluating effectiveness of different methods and temporal imagery selection for Hargeisa, Somaliland. Int. J. Appl. Earth Obs. Geoinformation 53 (2016)
Francesco Vuolo, Mateusz Zóltak, Claudia Pipitone, Luca Zappa, Hannah Wenng, Markus Immitzer, Marie Weiss, Frédéric Baret, Clement Atzberger
Data Service Platform for Sentinel-2 Surface Reflectance and Value-Added Products: System Use and Examples. Remote. Sens. 8 (11) (2016)
Markus Immitzer, Francesco Vuolo, Clement Atzberger
First Experience with Sentinel-2 Data for Crop and Tree Species Classifications in Central Europe. Remote. Sens. 8 (3) (2016)
Huili Yuan, Ronghua Ma, Clement Atzberger, Fei Li, Steven Arthur Loiselle, Juhua Luo
Estimating Forest fAPAR from Multispectral Landsat-8 Data Using the Invertible Forest Reflectance Model INFORM. Remote. Sens. 7 (6) (2015)
Francesco Vuolo, Matteo Mattiuzzi, Clement Atzberger
Comparison of the Landsat Surface Reflectance Climate Data Record (CDR) and manually atmospherically corrected data in a semi-arid European study area. Int. J. Appl. Earth Obs. Geoinformation 42 (2015)
Eugenia Roumenina, Clement Atzberger, Vassil Vassilev, Petar Dimitrov, Ilina Kamenova, Martin Banov, Lachezar Filchev, Georgi Jelev
Single- and Multi-Date Crop Identification Using PROBA-V 100 and 300 m S1 Products on Zlatia Test Site, Bulgaria. Remote. Sens. 7 (10) (2015)
Bruno Schultz, Markus Immitzer, Antônio Roberto Formaggio, Ieda Del'Arco Sanches, Alfredo José Barreto Luiz, Clement Atzberger
Self-Guided Segmentation and Classification of Multi-Temporal Landsat 8 Images for Crop Type Mapping in Southeastern Brazil. Remote. Sens. 7 (11) (2015)
Clement Atzberger, Roshanak Darvishzadeh, Markus Immitzer, Martin Schlerf, Andrew K. Skidmore, Guerric le Maire
Comparative analysis of different retrieval methods for mapping grassland leaf area index using airborne imaging spectroscopy. Int. J. Appl. Earth Obs. Geoinformation 43 (2015)
Clement Atzberger, Michael Wess, Michael Doneus, Geert J. Verhoeven
Toolbox for Archaeological Imaging Spectroscopy. Remote. Sens. 6 (9) (2014)
Jan de Leeuw, Anton Vrieling, Apurba Shee, Clement Atzberger, Kiros M. Hadgu, Chandrashekhar M. Biradar, Humphrey Keah, Calum Turvey
The Potential and Uptake of Remote Sensing in Insurance: A Review. Remote. Sens. 6 (11) (2014)
M. Mirzaie, Roshanak Darvishzadeh, A. Shakiba, Ali A. Matkan, Clement Atzberger, Andrew K. Skidmore
Comparative analysis of different uni- and multi-variate methods for estimation of vegetation water content using hyper-spectral measurements. Int. J. Appl. Earth Obs. Geoinformation 26 (2014)
Clement Atzberger, Anja Klisch, Matteo Mattiuzzi, Francesco Vuolo
Phenological Metrics Derived over the European Continent from NDVI3g Data and MODIS Time Series. Remote. Sens. 6 (1) (2014)
Isaque Daniel Rocha Eberhardt, Marcio Pupin Mello, Rodrigo Rizzi, Antônio Roberto Formaggio, Clement Atzberger, Alfredo José Barreto Luiz, William Foschiera, Bruno Schultz, Kleber Trabaquini, Elizabeth Goltz
Assessment of suitable observation conditions for a monthly operational remote sensing based crop monitoring system. IGARSS (2014)
Marcio Pupin Mello, Clement Atzberger, Antônio Roberto Formaggio
Near real time yield estimation for sugarcane in Brazil combining remote sensing and official statistical data. IGARSS (2014)
M. Mirzaie, Roshanak Darvishzadeh, A. Shakiba, Ali A. Matkan, Clement Atzberger, Andrew K. Skidmore
Corrigendum to "Comparative analysis of different uni- and multi-variate methods for estimation of vegetation water content using hyper-spectral measurements" [Int. J. Appl. Earth Observation and Geoinformation 26 (2014) 1-11]. Int. J. Appl. Earth Obs. Geoinformation 28 (2014)
Clement Atzberger
, 949-981. Remote. Sens. 5 (8) (2013)
Francesco Vuolo, Nikolaus Neugebauer, Salvatore Falanga Bolognesi, Clement Atzberger, Guido D'Urso
Estimation of Leaf Area Index Using DEIMOS-1 Data: Application and Transferability of a Semi-Empirical Relationship between two Agricultural Areas. Remote. Sens. 5 (3) (2013)
Michele Meroni, Clement Atzberger, Christelle Vancutsem, Nadine Gobron, Frédéric Baret, Roselyne Lacaze, Herman Eerens, Olivier Leo
Evaluation of Agreement Between Space Remote Sensing SPOT-VEGETATION fAPAR Time Series. IEEE Trans. Geosci. Remote. Sens. 51 (4-1) (2013)
Felix Rembold, Clement Atzberger, Igor V. Savin, Oscar Rojas
Using Low Resolution Satellite Imagery for Yield Prediction and Yield Anomaly Detection. Remote. Sens. 5 (4) (2013)
Clement Atzberger, Felix Rembold
Mapping the Spatial Distribution of Winter Crops at Sub-Pixel Level Using AVHRR NDVI Time Series and Neural Nets. Remote. Sens. 5 (3) (2013)
Clement Atzberger
Advances in Remote Sensing of Agriculture: Context Description, Existing Operational Monitoring Systems and Major Information Needs. Remote. Sens. 5 (2) (2013)
Felix Rembold, Clement Atzberger, Igor V. Savin, Oscar Rojas
, 1704-1733. Remote. Sens. 5 (11) (2013)
Marcio Pupin Mello, Joel Risso, Clement Atzberger, Paul Aplin, Edzer J. Pebesma, Carlos Antonio Oliveira Vieira, Bernardo Friedrich Theodor Rudorff
Bayesian Networks for Raster Data (BayNeRD): Plausible Reasoning from Observations. Remote. Sens. 5 (11) (2013)
Martin Schlerf, Clement Atzberger
Vegetation Structure Retrieval in Beech and Spruce Forests Using Spectrodirectional Satellite Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5 (1) (2012)
Francesco Vuolo, Clement Atzberger
Exploiting the Classification Performance of Support Vector Machines with Multi-Temporal Moderate-Resolution Imaging Spectroradiometer (MODIS) Data in Areas of Agreement and Disagreement of Existing Land Cover Products. Remote. Sens. 4 (10) (2012)
Katja Richter, Tobias Hank, Clement Atzberger, Matthias Locherer, Wolfram Mauser
Regularization strategies for agricultural monitoring: The EnMAP vegetation analyzer (AVA). IGARSS (2012)
Markus Immitzer, Clement Atzberger, Tatjana Koukal
Tree Species Classification with Random Forest Using Very High Spatial Resolution 8-Band WorldView-2 Satellite Data. Remote. Sens. 4 (9) (2012)
Tatjana Koukal, Clement Atzberger
Potential of Multi-Angular Data Derived From a Digital Aerial Frame Camera for Forest Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5 (1) (2012)
Katja Richter, Clement Atzberger, Francesco Vuolo, Guido D'Urso
Evaluation of Sentinel-2 Spectral Sampling for Radiative Transfer Model Based LAI Estimation of Wheat, Sugar Beet, and Maize. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4 (2) (2011)
Clement Atzberger, Paul H. C. Eilers
A time series for monitoring vegetation activity and phenology at 10-daily time steps covering large parts of South America. Int. J. Digit. Earth 4 (5) (2011)
Martin Schlerf, Clement Atzberger, Joachim Hill, Henning Buddenbaum, Willy Werner, Gebhard Schüler
Retrieval of chlorophyll and nitrogen in Norway spruce (Picea abies L. Karst.) using imaging spectroscopy. Int. J. Appl. Earth Obs. Geoinformation 12 (1) (2010)
Roshanak Darvishzadeh, Andrew K. Skidmore, Clement Atzberger, Sipke E. van Wieren
Estimation of vegetation LAI from hyperspectral reflectance data: Effects of soil type and plant architecture. Int. J. Appl. Earth Obs. Geoinformation 10 (3) (2008)