Estimation of vegetation LAI from hyperspectral reflectance data: Effects of soil type and plant architecture. - Roshanak Darvishzadeh; Andrew K. Skidmore; Clement Atzberger; Sipke E. van Wieren (Int. J. Appl. Earth Obs. Geoinformation, 2008)

Retrieval of chlorophyll and nitrogen in Norway spruce (Picea abies L. Karst.) using imaging spectroscopy. - Martin Schlerf; Clement Atzberger; Joachim Hill; Henning Buddenbaum; Willy Werner; Gebhard Schüler (Int. J. Appl. Earth Obs. Geoinformation, 2010)

A time series for monitoring vegetation activity and phenology at 10-daily time steps covering large parts of South America. - Clement Atzberger; Paul H. C. Eilers (Int. J. Digit. Earth, 2011)

Evaluation of Sentinel-2 Spectral Sampling for Radiative Transfer Model Based LAI Estimation of Wheat, Sugar Beet, and Maize. - Katja Richter; Clement Atzberger; Francesco Vuolo; Guido D'Urso (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011)

Regularization strategies for agricultural monitoring: The EnMAP vegetation analyzer (AVA). - Katja Richter; Tobias Hank; Clement Atzberger; Matthias Locherer; Wolfram Mauser (IGARSS, 2012)

Tree Species Classification with Random Forest Using Very High Spatial Resolution 8-Band WorldView-2 Satellite Data. - Markus Immitzer; Clement Atzberger; Tatjana Koukal (Remote. Sens., 2012)

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. - Francesco Vuolo; Clement Atzberger (Remote. Sens., 2012)

Potential of Multi-Angular Data Derived From a Digital Aerial Frame Camera for Forest Classification. - Tatjana Koukal; Clement Atzberger (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012)

Vegetation Structure Retrieval in Beech and Spruce Forests Using Spectrodirectional Satellite Data. - Martin Schlerf; Clement Atzberger (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012)

Advances in Remote Sensing of Agriculture: Context Description, Existing Operational Monitoring Systems and Major Information Needs. - Clement Atzberger (Remote. Sens., 2013)

Correction: Atzberger, C. Advances in Remote Sensing of Agriculture: Context Description, Existing Operational Monitoring Systems and Major Information Needs. Remote Sens 2013, 5, 949-981. - Clement Atzberger (Remote. Sens., 2013)

Mapping the Spatial Distribution of Winter Crops at Sub-Pixel Level Using AVHRR NDVI Time Series and Neural Nets. - Clement Atzberger; Felix Rembold (Remote. Sens., 2013)

Bayesian Networks for Raster Data (BayNeRD): Plausible Reasoning from Observations. - Marcio Pupin Mello; Joel Risso; Clement Atzberger; Paul Aplin; Edzer J. Pebesma; Carlos Antonio Oliveira Vieira; Bernardo Friedrich Theodor Rudorff (Remote. Sens., 2013)

Using Low Resolution Satellite Imagery for Yield Prediction and Yield Anomaly Detection. - Felix Rembold; Clement Atzberger; Igor V. Savin; Oscar Rojas (Remote. Sens., 2013)

Correction: Rembold, F.; Atzberger, C.; Savin, I.; Rojas, O. Using Low Resolution Satellite Imagery for Yield Prediction and Yield Anomaly Detection. RemoteSens 2013, 5, 1704-1733. - Felix Rembold; Clement Atzberger; Igor V. Savin; Oscar Rojas (Remote. Sens., 2013)

Estimation of Leaf Area Index Using DEIMOS-1 Data: Application and Transferability of a Semi-Empirical Relationship between two Agricultural Areas. - Francesco Vuolo; Nikolaus Neugebauer; Salvatore Falanga Bolognesi; Clement Atzberger; Guido D'Urso (Remote. Sens., 2013)

Evaluation of Agreement Between Space Remote Sensing SPOT-VEGETATION fAPAR Time Series. - Michele Meroni; Clement Atzberger; Christelle Vancutsem; Nadine Gobron; Frédéric Baret; Roselyne Lacaze; Herman Eerens; Olivier Leo (IEEE Trans. Geosci. Remote. Sens., 2013)

Assessment of suitable observation conditions for a monthly operational remote sensing based crop monitoring system. - 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 (IGARSS, 2014)

Near real time yield estimation for sugarcane in Brazil combining remote sensing and official statistical data. - Marcio Pupin Mello; Clement Atzberger; Antônio Roberto Formaggio (IGARSS, 2014)

Comparative analysis of different uni- and multi-variate methods for estimation of vegetation water content using hyper-spectral measurements. - M. Mirzaie; Roshanak Darvishzadeh; A. Shakiba; Ali Akbar Matkan; Clement Atzberger; Andrew K. Skidmore (Int. J. Appl. Earth Obs. Geoinformation, 2014)

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]. - M. Mirzaie; Roshanak Darvishzadeh; A. Shakiba; Ali Akbar Matkan; Clement Atzberger; Andrew K. Skidmore (Int. J. Appl. Earth Obs. Geoinformation, 2014)

Phenological Metrics Derived over the European Continent from NDVI3g Data and MODIS Time Series. - Clement Atzberger; Anja Klisch; Matteo Mattiuzzi; Francesco Vuolo (Remote. Sens., 2014)

ARCTIS - A MATLAB® Toolbox for Archaeological Imaging Spectroscopy. - Clement Atzberger; Michael Wess; Michael Doneus; Geert J. Verhoeven (Remote. Sens., 2014)

The Potential and Uptake of Remote Sensing in Insurance: A Review. - Jan de Leeuw 002; Anton Vrieling; Apurba Shee; Clement Atzberger; Kiros M. Hadgu; Chandrashekhar M. Biradar; Humphrey Keah; Calum Turvey (Remote. Sens., 2014)

Comparative analysis of different retrieval methods for mapping grassland leaf area index using airborne imaging spectroscopy. - Clement Atzberger; Roshanak Darvishzadeh; Markus Immitzer; Martin Schlerf; Andrew K. Skidmore; Guerric le Maire (Int. J. Appl. Earth Obs. Geoinformation, 2015)

Comparison of the Landsat Surface Reflectance Climate Data Record (CDR) and manually atmospherically corrected data in a semi-arid European study area. - Francesco Vuolo; Matteo Mattiuzzi; Clement Atzberger (Int. J. Appl. Earth Obs. Geoinformation, 2015)

Single- and Multi-Date Crop Identification Using PROBA-V 100 and 300 m S1 Products on Zlatia Test Site, Bulgaria. - Eugenia Roumenina; Clement Atzberger; Vassil Vassilev; Petar Dimitrov; Ilina Kamenova; Martin Banov; Lachezar Filchev; Georgi Jelev (Remote. Sens., 2015)

Self-Guided Segmentation and Classification of Multi-Temporal Landsat 8 Images for Crop Type Mapping in Southeastern Brazil. - Bruno Schultz; Markus Immitzer; Antônio Roberto Formaggio; Ieda Del'Arco Sanches; Alfredo José Barreto Luiz; Clement Atzberger (Remote. Sens., 2015)

Estimating Forest fAPAR from Multispectral Landsat-8 Data Using the Invertible Forest Reflectance Model INFORM. - Huili Yuan; Ronghua Ma; Clement Atzberger; Fei Li; Steven Arthur Loiselle; Juhua Luo (Remote. Sens., 2015)

Mapping Prosopis spp. with Landsat 8 data in arid environments: Evaluating effectiveness of different methods and temporal imagery selection for Hargeisa, Somaliland. - Wai-Tim Ng; Michele Meroni; Markus Immitzer; Sebastian Böck; Ugo Leonardi; Felix Rembold; Hussein Gadain; Clement Atzberger (Int. J. Appl. Earth Obs. Geoinformation, 2016)

Cloud Cover Assessment for Operational Crop Monitoring Systems in Tropical Areas. - 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 (Remote. Sens., 2016)

A Combined Satellite-Derived Drought Indicator to Support Humanitarian Aid Organizations. - Markus Enenkel; Caroline Steiner; Thomas Mistelbauer; Wouter Dorigo; Wolfgang Wagner 001; Linda See; Clement Atzberger; Stefan Schneider; Edith Rogenhofer (Remote. Sens., 2016)

First Experience with Sentinel-2 Data for Crop and Tree Species Classifications in Central Europe. - Markus Immitzer; Francesco Vuolo; Clement Atzberger (Remote. Sens., 2016)

Operational Drought Monitoring in Kenya Using MODIS NDVI Time Series. - Anja Klisch; Clement Atzberger (Remote. Sens., 2016)

Data Service Platform for Sentinel-2 Surface Reflectance and Value-Added Products: System Use and Examples. - Francesco Vuolo; Mateusz Zóltak; Claudia Pipitone; Luca Zappa; Hannah Wenng; Markus Immitzer; Marie Weiss; Frédéric Baret; Clement Atzberger (Remote. Sens., 2016)

Smoothing and gap-filling of high resolution multi-spectral time series: Example of Landsat data. - Francesco Vuolo; Wai-Tim Ng; Clement Atzberger (Int. J. Appl. Earth Obs. Geoinformation, 2017)

On the Objectivity of the Objective Function - Problems with Unsupervised Segmentation Evaluation Based on Global Score and a Possible Remedy. - Sebastian Böck; Markus Immitzer; Clement Atzberger (Remote. Sens., 2017)

Assessing the Potential of Sentinel-2 and Pléiades Data for the Detection of Prosopis and Vachellia spp. in Kenya. - Wai-Tim Ng; Purity Rima; Kathrin Einzmann; Markus Immitzer; Clement Atzberger; Sandra Eckert (Remote. Sens., 2017)

Research on the Optimal Thresholds for Crop Start and End of Season Retrieval from Remotely Sensed Time-Series Data Based on Ground Observations. - Xin Huang 017; Jianhong Liu; Clement Atzberger; Qiufeng Liu (IGARSS, 2018)

Convolutional Neural Networks for Semantic Segmentation of Multispectral Remote Sensing Images. - Josué López; Stewart Santos; Clement Atzberger; Deni Torres (LATINCOM, 2018)

How much does multi-temporal Sentinel-2 data improve crop type classification? - Francesco Vuolo; Martin Neuwirth; Markus Immitzer; Clement Atzberger; Wai-Tim Ng (Int. J. Appl. Earth Obs. Geoinformation, 2018)

Evaluation of the PROSAIL Model Capabilities for Future Hyperspectral Model Environments: A Review Study. - Katja Berger; Clement Atzberger; Martin Danner; Guido D'Urso; Wolfram Mauser; Francesco Vuolo; Tobias Hank (Remote. Sens., 2018)

Model-Based Optimization of Spectral Sampling for the Retrieval of Crop Variables with the PROSAIL Model. - Katja Berger; Clement Atzberger; Martin Danner; Matthias Wocher; Wolfram Mauser; Tobias Hank (Remote. Sens., 2018)

A Phenology-Based Method to Map Cropping Patterns under a Wheat-Maize Rotation Using Remotely Sensed Time-Series Data. - Jianhong Liu; Wenquan Zhu; Clement Atzberger; Anzhou Zhao; Yaozhong Pan; Xin Huang 017 (Remote. Sens., 2018)

Individual Tree Crown Segmentation and Classification of 13 Tree Species Using Airborne Hyperspectral Data. - Julia Maschler; Clement Atzberger; Markus Immitzer (Remote. Sens., 2018)

A mixed model approach to drought prediction using artificial neural networks: Case of an operational drought monitoring environment. - Chrisgone Adede; Robert Oboko; Peter Wagacha; Clement Atzberger (CoRR, 2019)

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. - Chrisgone Adede; Robert Oboko; Peter Waiganjo Wagacha; Clement Atzberger (ISPRS Int. J. Geo Inf., 2019)

A Mixed Model Approach to Vegetation Condition Prediction Using Artificial Neural Networks (ANN): Case of Kenya's Operational Drought Monitoring. - Chrisgone Adede; Robert Oboko; Peter Waiganjo Wagacha; Clement Atzberger (Remote. Sens., 2019)

The Optimal Threshold and Vegetation Index Time Series for Retrieving Crop Phenology Based on a Modified Dynamic Threshold Method. - Xin Huang 017; Jianhong Liu; Wenquan Zhu; Clement Atzberger; Qiufeng Liu (Remote. Sens., 2019)

Optimal Input Features for Tree Species Classification in Central Europe Based on Multi-Temporal Sentinel-2 Data. - Markus Immitzer; Martin Neuwirth; Sebastian Böck; Harald Brenner; Francesco Vuolo; Clement Atzberger (Remote. Sens., 2019)

Estimation of Climatologies of Average Monthly Air Temperature over Mongolia Using MODIS Land Surface Temperature (LST) Time Series and Machine Learning Techniques. - Munkhdulam Otgonbayar; Clement Atzberger; Matteo Mattiuzzi; Avirmed Erdenedalai (Remote. Sens., 2019)

Fine-scale detection of vegetation in semi-arid mountainous areas with focus on riparian landscapes using Sentinel-2 and UAV data. - Ardalan Daryaei; Hormoz Sohrabi; Clement Atzberger; Markus Immitzer (Comput. Electron. Agric., 2020)

Editorial for the Special Issue "Estimation of Crop Phenotyping Traits using Unmanned Ground Vehicle and Unmanned Aerial Vehicle Imagery". - Xiuliang Jin; Zhenhai Li; Clement Atzberger (Remote. Sens., 2020)

Spectral Imagery Tensor Decomposition for Semantic Segmentation of Remote Sensing Data through Fully Convolutional Networks. - Josué López; Deni Torres; Stewart Santos; Clement Atzberger (Remote. Sens., 2020)

Remote Sensing Applications in Sugarcane Cultivation: A Review. - Jaturong Som-ard; Clement Atzberger; Emma Izquierdo-Verdiguier; Francesco Vuolo; Markus Immitzer (Remote. Sens., 2021)

Mapping of crop types in 1989, 1999, 2009 and 2019 to assess major land cover trends of the Udon Thani Province, Thailand. - Jaturong Som-ard; Markus Immitzer; Francesco Vuolo; Sarawut Ninsawat; Clement Atzberger (Comput. Electron. Agric., 2022)

The potential of modeling Prosopis Juliflora invasion using Sentinel-2 satellite data and environmental variables in the dryland ecosystem of Ethiopia. - Nurhussen Ahmed; Clement Atzberger; Worku Zewdie (Ecol. Informatics, 2022)

Designing a European-Wide Crop Type Mapping Approach Based on Machine Learning Algorithms Using LUCAS Field Survey and Sentinel-2 Data. - Babak Ghassemi; Aleksandar Dujakovic; Mateusz Zóltak; Markus Immitzer; Clement Atzberger; Francesco Vuolo (Remote. Sens., 2022)

Combination of Sentinel-1 and Sentinel-2 Data for Tree Species Classification in a Central European Biosphere Reserve. - Michael Lechner; Alena Dostálová; Markus Hollaus; Clement Atzberger; Markus Immitzer (Remote. Sens., 2022)

Deep Learning for Vegetation Health Forecasting: A Case Study in Kenya. - Thomas Lees; Gabriel Tseng; Clement Atzberger; Steven Reece; Simon J. Dadson (Remote. Sens., 2022)

Quantitative Assessment of the Spatial Scale Effects of the Vegetation Phenology in the Qinling Mountains. - Minfei Ma; Jianhong Liu; Mingxing Liu; Wenquan Zhu; Clement Atzberger; Xiaoqing Lv; Ziyue Dong (Remote. Sens., 2022)

Tree Species Diversity Mapping - Success Stories and Possible Ways Forward. - Markus Immitzer; Clement Atzberger (Remote. Sens., 2023)

An Integration of Deep Learning and Transfer Learning for Earthquake-Risk Assessment in the Eurasian Region. - Ratiranjan Jena; Abdallah Shanableh; Rami Al-Ruzouq; Biswajeet Pradhan; Mohamed Barakat A. Gibril; Omid Ghorbanzadeh; Clement Atzberger; Mohamad Ali Khalil; Himanshu Mittal; Pedram Ghamisi (Remote. Sens., 2023)

Estimating Mangrove Leaf Area Index from Sentinel-2 Imagery Using Inform Radiative Transfer Model. - Somnath Paramanik; Mukunda Dev Behera; Jochem Verrelst; Clement Atzberger; Jadunandan Dash (IGARSS, 2024)

Contrastive Self-Supervised Learning for Globally Distributed Landslide Detection. - Omid Ghorbanzadeh; Hejar Shahabi; Sepideh Tavakkoli Piralilou; Alessandro Crivellari; Laura Elena Cue La Rosa; Clement Atzberger; Jonathan Li 001; Pedram Ghamisi (IEEE Access, 2024)

From Spectra to Biophysical Insights: End-to-End Learning with a Biased Radiative Transfer Model. - Yihang She; Clement Atzberger; Andrew Blake 005; Srinivasan Keshav (CoRR, 2024)

MAGIC: Modular Auto-encoder for Generalisable Model Inversion with Bias Corrections. - Yihang She; Clement Atzberger; Andrew Blake 005; Adriano Gualandi; Srinivasan Keshav (CoRR, 2024)

Using Barlow Twins to Create Representations From Cloud-Corrupted Remote Sensing Time Series. - Madeline C. Lisaius; Andrew Blake 004; Srinivasan Keshav; Clement Atzberger (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Remote Quantification of Soil Organic Carbon: Role of Topography in the Intra-Field Distribution. - Benjamin J. Cutting; Clement Atzberger; Asa Gholizadeh; David A. Robinson; Jorge Mendoza-Ulloa; Belén Martí-Cardona (Remote. Sens., 2024)

Within-season crop monitoring at continental scale utilizing new gap-filled Landsat temporal series. - 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 (Int. J. Digit. Earth, 2024)

Exploring new mangrove horizons: A scalable remote sensing approach with Planet-NICFI and Sentinel-2 images. - Adam Irwansyah Fauzi; Markus Immitzer; Clement Atzberger (Ecol. Informatics, 2025)

TESSERA: Temporal Embeddings of Surface Spectra for Earth Representation and Analysis. - 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 004; et al. (CoRR, 2025)