Clement Atzberger

74 papers C 5Journal 68Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Embedding -based Crop Type Classification in the Groundnut Basin of Senegal. CoRR Madeline C. Lisaius, Srinivasan Keshav, Andrew Blake, Clement Atzberger
2026	J	`jnl`	Enhancing PROSAIL Inversion: Key Considerations and Practical Insights. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Vitória Barbosa Ferreira, Jean-Baptiste Féret, Clement Atzberger, Joannès Guillemot, Otavio Camargo Campoe, Guerric le Maire
2025	J	`jnl`	Exploring new mangrove horizons: A scalable remote sensing approach with Planet-NICFI and Sentinel-2 images. Ecol. Informatics Adam Irwansyah Fauzi, Markus Immitzer, Clement Atzberger
2025	J	`jnl`	TESSERA: Temporal Embeddings of Surface Spectra for Earth Representation and Analysis. CoRR Zhengpeng Feng, Sadiq Jaffer, Jovana Knezevic, Silja Sormunen, Robin Young, Madeline C. Lisaius, Markus Immitzer, James Ball, Clement Atzberger, David A. Coomes, Anil Madhavapeddy, Andrew Blake, Srinivasan Keshav
2024	J	`jnl`	Contrastive Self-Supervised Learning for Globally Distributed Landslide Detection. IEEE Access Omid Ghorbanzadeh, Hejar Shahabi, Sepideh Tavakkoli Piralilou, Alessandro Crivellari, Laura Elena Cue La Rosa, Clement Atzberger, Jonathan Li, Pedram Ghamisi
2024	C	`conf`	Estimating Mangrove Leaf Area Index from Sentinel-2 Imagery Using Inform Radiative Transfer Model. IGARSS Somnath Paramanik, Mukunda Dev Behera, Jochem Verrelst, Clement Atzberger, Jadunandan Dash
2024	J	`jnl`	From Spectra to Biophysical Insights: End-to-End Learning with a Biased Radiative Transfer Model. CoRR Yihang She, Clement Atzberger, Andrew Blake, Srinivasan Keshav
2024	J	`jnl`	MAGIC: Modular Auto-encoder for Generalisable Model Inversion with Bias Corrections. CoRR Yihang She, Clement Atzberger, Andrew Blake, Adriano Gualandi, Srinivasan Keshav
2024	J	`jnl`	Remote Quantification of Soil Organic Carbon: Role of Topography in the Intra-Field Distribution. Remote. Sens. Benjamin J. Cutting, Clement Atzberger, Asa Gholizadeh, David A. Robinson, Jorge Mendoza-Ulloa, Belén Martí-Cardona
2024	J	`jnl`	Using Barlow Twins to Create Representations From Cloud-Corrupted Remote Sensing Time Series. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Madeline C. Lisaius, Andrew Blake, Srinivasan Keshav, Clement Atzberger
2024	J	`jnl`	Within-season crop monitoring at continental scale utilizing new gap-filled Landsat temporal series. Int. J. Digit. Earth C. Rajadel-Lambistos, Emma Izquierdo-Verdiguier, Álvaro Moreno-Martínez, Marco P. Maneta, Santiago Beguería, John S. Kimball, Nicholas Clinton, Clement Atzberger, Gustau Camps-Valls, Steven W. Running
2023	J	`jnl`	An Integration of Deep Learning and Transfer Learning for Earthquake-Risk Assessment in the Eurasian Region. Remote. Sens. Ratiranjan Jena, Abdallah Shanableh, Rami Al-Ruzouq, Biswajeet Pradhan, Mohamed Barakat A. Gibril, Omid Ghorbanzadeh, Clement Atzberger, Mohamad Ali Khalil, Himanshu Mittal, Pedram Ghamisi
2023	J	`jnl`	Tree Species Diversity Mapping - Success Stories and Possible Ways Forward. Remote. Sens. Markus Immitzer, Clement Atzberger
2022	J	`jnl`	Combination of Sentinel-1 and Sentinel-2 Data for Tree Species Classification in a Central European Biosphere Reserve. Remote. Sens. Michael Lechner, Alena Dostálová, Markus Hollaus, Clement Atzberger, Markus Immitzer
2022	J	`jnl`	Deep Learning for Vegetation Health Forecasting: A Case Study in Kenya. Remote. Sens. Thomas Lees, Gabriel Tseng, Clement Atzberger, Steven Reece, Simon J. Dadson
2022	J	`jnl`	Designing a European-Wide Crop Type Mapping Approach Based on Machine Learning Algorithms Using LUCAS Field Survey and Sentinel-2 Data. Remote. Sens. Babak Ghassemi, Aleksandar Dujakovic, Mateusz Zóltak, Markus Immitzer, Clement Atzberger, Francesco Vuolo
2022	J	`jnl`	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. Jaturong Som-ard, Markus Immitzer, Francesco Vuolo, Sarawut Ninsawat, Clement Atzberger
2022	J	`jnl`	Quantitative Assessment of the Spatial Scale Effects of the Vegetation Phenology in the Qinling Mountains. Remote. Sens. Minfei Ma, Jianhong Liu, Mingxing Liu, Wenquan Zhu, Clement Atzberger, Xiaoqing Lv, Ziyue Dong
2022	J	`jnl`	The potential of modeling Ecol. Informatics Nurhussen Ahmed, Clement Atzberger, Worku Zewdie
2021	J	`jnl`	Remote Sensing Applications in Sugarcane Cultivation: A Review. Remote. Sens. Jaturong Som-ard, Clement Atzberger, Emma Izquierdo-Verdiguier, Francesco Vuolo, Markus Immitzer
2020	J	`jnl`	Editorial for the Special Issue "Estimation of Crop Phenotyping Traits using Unmanned Ground Vehicle and Unmanned Aerial Vehicle Imagery". Remote. Sens. Xiuliang Jin, Zhenhai Li, Clement Atzberger
2020	J	`jnl`	Fine-scale detection of vegetation in semi-arid mountainous areas with focus on riparian landscapes using Sentinel-2 and UAV data. Comput. Electron. Agric. Ardalan Daryaei, Hormoz Sohrabi, Clement Atzberger, Markus Immitzer
2020	J	`jnl`	Spectral Imagery Tensor Decomposition for Semantic Segmentation of Remote Sensing Data through Fully Convolutional Networks. Remote. Sens. Josué López, Deni Torres, Stewart Santos, Clement Atzberger
2019	J	`jnl`	A Mixed Model Approach to Vegetation Condition Prediction Using Artificial Neural Networks (ANN): Case of Kenya's Operational Drought Monitoring. Remote. Sens. Chrisgone Adede, Robert Oboko, Peter Waiganjo Wagacha, Clement Atzberger
2019	J	`jnl`	A mixed model approach to drought prediction using artificial neural networks: Case of an operational drought monitoring environment. CoRR Chrisgone Adede, Robert Oboko, Peter Wagacha, Clement Atzberger
2019	J	`jnl`	Estimation of Climatologies of Average Monthly Air Temperature over Mongolia Using MODIS Land Surface Temperature (LST) Time Series and Machine Learning Techniques. Remote. Sens. Munkhdulam Otgonbayar, Clement Atzberger, Matteo Mattiuzzi, Avirmed Erdenedalai
2019	J	`jnl`	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. Chrisgone Adede, Robert Oboko, Peter Waiganjo Wagacha, Clement Atzberger
2019	J	`jnl`	Optimal Input Features for Tree Species Classification in Central Europe Based on Multi-Temporal Sentinel-2 Data. Remote. Sens. Markus Immitzer, Martin Neuwirth, Sebastian Böck, Harald Brenner, Francesco Vuolo, Clement Atzberger
2019	J	`jnl`	The Optimal Threshold and Vegetation Index Time Series for Retrieving Crop Phenology Based on a Modified Dynamic Threshold Method. Remote. Sens. Xin Huang, Jianhong Liu, Wenquan Zhu, Clement Atzberger, Qiufeng Liu
2018	J	`jnl`	A Phenology-Based Method to Map Cropping Patterns under a Wheat-Maize Rotation Using Remotely Sensed Time-Series Data. Remote. Sens. Jianhong Liu, Wenquan Zhu, Clement Atzberger, Anzhou Zhao, Yaozhong Pan, Xin Huang
2018	—	`conf`	Convolutional Neural Networks for Semantic Segmentation of Multispectral Remote Sensing Images. LATINCOM Josué López, Stewart Santos, Clement Atzberger, Deni Torres
2018	J	`jnl`	Evaluation of the PROSAIL Model Capabilities for Future Hyperspectral Model Environments: A Review Study. Remote. Sens. Katja Berger, Clement Atzberger, Martin Danner, Guido D'Urso, Wolfram Mauser, Francesco Vuolo, Tobias Hank
2018	J	`jnl`	How much does multi-temporal Sentinel-2 data improve crop type classification? Int. J. Appl. Earth Obs. Geoinformation Francesco Vuolo, Martin Neuwirth, Markus Immitzer, Clement Atzberger, Wai-Tim Ng
2018	J	`jnl`	Individual Tree Crown Segmentation and Classification of 13 Tree Species Using Airborne Hyperspectral Data. Remote. Sens. Julia Maschler, Clement Atzberger, Markus Immitzer
2018	J	`jnl`	Model-Based Optimization of Spectral Sampling for the Retrieval of Crop Variables with the PROSAIL Model. Remote. Sens. Katja Berger, Clement Atzberger, Martin Danner, Matthias Wocher, Wolfram Mauser, Tobias Hank
2018	C	`conf`	Research on the Optimal Thresholds for Crop Start and End of Season Retrieval from Remotely Sensed Time-Series Data Based on Ground Observations. IGARSS Xin Huang, Jianhong Liu, Clement Atzberger, Qiufeng Liu
2017	J	`jnl`	Assessing the Potential of Sentinel-2 and Pléiades Data for the Detection of Remote. Sens. Wai-Tim Ng, Purity Rima, Kathrin Einzmann, Markus Immitzer, Clement Atzberger, Sandra Eckert
2017	J	`jnl`	On the Objectivity of the Objective Function - Problems with Unsupervised Segmentation Evaluation Based on Global Score and a Possible Remedy. Remote. Sens. Sebastian Böck, Markus Immitzer, Clement Atzberger
2017	J	`jnl`	Smoothing and gap-filling of high resolution multi-spectral time series: Example of Landsat data. Int. J. Appl. Earth Obs. Geoinformation Francesco Vuolo, Wai-Tim Ng, Clement Atzberger
2016	J	`jnl`	A Combined Satellite-Derived Drought Indicator to Support Humanitarian Aid Organizations. Remote. Sens. Markus Enenkel, Caroline Steiner, Thomas Mistelbauer, Wouter Dorigo, Wolfgang Wagner, Linda See, Clement Atzberger, Stefan Schneider, Edith Rogenhofer
2016	J	`jnl`	Cloud Cover Assessment for Operational Crop Monitoring Systems in Tropical Areas. Remote. Sens. 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
2016	J	`jnl`	Data Service Platform for Sentinel-2 Surface Reflectance and Value-Added Products: System Use and Examples. Remote. Sens. Francesco Vuolo, Mateusz Zóltak, Claudia Pipitone, Luca Zappa, Hannah Wenng, Markus Immitzer, Marie Weiss, Frédéric Baret, Clement Atzberger
2016	J	`jnl`	First Experience with Sentinel-2 Data for Crop and Tree Species Classifications in Central Europe. Remote. Sens. Markus Immitzer, Francesco Vuolo, Clement Atzberger
2016	J	`jnl`	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 Wai-Tim Ng, Michele Meroni, Markus Immitzer, Sebastian Böck, Ugo Leonardi, Felix Rembold, Hussein Gadain, Clement Atzberger
2016	J	`jnl`	Operational Drought Monitoring in Kenya Using MODIS NDVI Time Series. Remote. Sens. Anja Klisch, Clement Atzberger
2015	J	`jnl`	Comparative analysis of different retrieval methods for mapping grassland leaf area index using airborne imaging spectroscopy. Int. J. Appl. Earth Obs. Geoinformation Clement Atzberger, Roshanak Darvishzadeh, Markus Immitzer, Martin Schlerf, Andrew K. Skidmore, Guerric le Maire
2015	J	`jnl`	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 Francesco Vuolo, Matteo Mattiuzzi, Clement Atzberger
2015	J	`jnl`	Estimating Forest fAPAR from Multispectral Landsat-8 Data Using the Invertible Forest Reflectance Model INFORM. Remote. Sens. Huili Yuan, Ronghua Ma, Clement Atzberger, Fei Li, Steven Arthur Loiselle, Juhua Luo
2015	J	`jnl`	Self-Guided Segmentation and Classification of Multi-Temporal Landsat 8 Images for Crop Type Mapping in Southeastern Brazil. Remote. Sens. Bruno Schultz, Markus Immitzer, Antônio Roberto Formaggio, Ieda Del'Arco Sanches, Alfredo José Barreto Luiz, Clement Atzberger
2015	J	`jnl`	Single- and Multi-Date Crop Identification Using PROBA-V 100 and 300 m S1 Products on Zlatia Test Site, Bulgaria. Remote. Sens. Eugenia Roumenina, Clement Atzberger, Vassil Vassilev, Petar Dimitrov, Ilina Kamenova, Martin Banov, Lachezar Filchev, Georgi Jelev
2014	J	`jnl`	ARCTIS - A MATLAB Remote. Sens. Clement Atzberger, Michael Wess, Michael Doneus, Geert J. Verhoeven
2014	C	`conf`	Assessment of suitable observation conditions for a monthly operational remote sensing based crop monitoring system. IGARSS 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
2014	J	`jnl`	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 M. Mirzaie, Roshanak Darvishzadeh, Alireza Shakiba, Ali Akbar Matkan, Clement Atzberger, Andrew K. Skidmore
2014	J	`jnl`	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 M. Mirzaie, Roshanak Darvishzadeh, Alireza Shakiba, Ali Akbar Matkan, Clement Atzberger, Andrew K. Skidmore
2014	C	`conf`	Near real time yield estimation for sugarcane in Brazil combining remote sensing and official statistical data. IGARSS Marcio Pupin Mello, Clement Atzberger, Antônio Roberto Formaggio
2014	J	`jnl`	Phenological Metrics Derived over the European Continent from NDVI3g Data and MODIS Time Series. Remote. Sens. Clement Atzberger, Anja Klisch, Matteo Mattiuzzi, Francesco Vuolo
2014	J	`jnl`	The Potential and Uptake of Remote Sensing in Insurance: A Review. Remote. Sens. Jan de Leeuw, Anton Vrieling, Apurba Shee, Clement Atzberger, Kiros M. Hadgu, Chandrashekhar M. Biradar, Humphrey Keah, Calum Turvey
2013	J	`jnl`	Advances in Remote Sensing of Agriculture: Context Description, Existing Operational Monitoring Systems and Major Information Needs. Remote. Sens. Clement Atzberger
2013	J	`jnl`	Bayesian Networks for Raster Data (BayNeRD): Plausible Reasoning from Observations. Remote. Sens. Marcio Pupin Mello, Joel Risso, Clement Atzberger, Paul Aplin, Edzer J. Pebesma, Carlos Antonio Oliveira Vieira, Bernardo Friedrich Theodor Rudorff
2013	J	`jnl`	Correction: Atzberger, C. Advances in Remote Sensing of Agriculture: Context Description, Existing Operational Monitoring Systems and Major Information Needs. Remote. Sens. Clement Atzberger
2013	J	`jnl`	Correction: Rembold, F.; Atzberger, C.; Savin, I.; Rojas, O. Using Low Resolution Satellite Imagery for Yield Prediction and Yield Anomaly Detection. Remote. Sens. Felix Rembold, Clement Atzberger, Igor V. Savin, Oscar Rojas
2013	J	`jnl`	Estimation of Leaf Area Index Using DEIMOS-1 Data: Application and Transferability of a Semi-Empirical Relationship between two Agricultural Areas. Remote. Sens. Francesco Vuolo, Nikolaus Neugebauer, Salvatore Falanga Bolognesi, Clement Atzberger, Guido D'Urso
2013	J	`jnl`	Evaluation of Agreement Between Space Remote Sensing SPOT-VEGETATION fAPAR Time Series. IEEE Trans. Geosci. Remote. Sens. Michele Meroni, Clement Atzberger, Christelle Vancutsem, Nadine Gobron, Frédéric Baret, Roselyne Lacaze, Herman Eerens, Olivier Leo
2013	J	`jnl`	Mapping the Spatial Distribution of Winter Crops at Sub-Pixel Level Using AVHRR NDVI Time Series and Neural Nets. Remote. Sens. Clement Atzberger, Felix Rembold
2013	J	`jnl`	Using Low Resolution Satellite Imagery for Yield Prediction and Yield Anomaly Detection. Remote. Sens. Felix Rembold, Clement Atzberger, Igor V. Savin, Oscar Rojas
2012	J	`jnl`	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. Francesco Vuolo, Clement Atzberger
2012	J	`jnl`	Potential of Multi-Angular Data Derived From a Digital Aerial Frame Camera for Forest Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Tatjana Koukal, Clement Atzberger
2012	C	`conf`	Regularization strategies for agricultural monitoring: The EnMAP vegetation analyzer (AVA). IGARSS Katja Richter, Tobias Hank, Clement Atzberger, Matthias Locherer, Wolfram Mauser
2012	J	`jnl`	Tree Species Classification with Random Forest Using Very High Spatial Resolution 8-Band WorldView-2 Satellite Data. Remote. Sens. Markus Immitzer, Clement Atzberger, Tatjana Koukal
2012	J	`jnl`	Vegetation Structure Retrieval in Beech and Spruce Forests Using Spectrodirectional Satellite Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Martin Schlerf, Clement Atzberger
2011	J	`jnl`	A time series for monitoring vegetation activity and phenology at 10-daily time steps covering large parts of South America. Int. J. Digit. Earth Clement Atzberger, Paul H. C. Eilers
2011	J	`jnl`	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. Katja Richter, Clement Atzberger, Francesco Vuolo, Guido D'Urso
2010	J	`jnl`	Retrieval of chlorophyll and nitrogen in Norway spruce (Picea abies L. Karst.) using imaging spectroscopy. Int. J. Appl. Earth Obs. Geoinformation Martin Schlerf, Clement Atzberger, Joachim Hill, Henning Buddenbaum, Willy Werner, Gebhard Schüler
2008	J	`jnl`	Estimation of vegetation LAI from hyperspectral reflectance data: Effects of soil type and plant architecture. Int. J. Appl. Earth Obs. Geoinformation Roshanak Darvishzadeh, Andrew K. Skidmore, Clement Atzberger, Sipke E. van Wieren