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2020 – today
- 2024
[j60]Omid Ghorbanzadeh
, Hejar Shahabi, Sepideh Tavakkoli Piralilou, Alessandro Crivellari, Laura Elena Cue La Rosa, Clement Atzberger, Jonathan Li, Pedram Ghamisi:
Contrastive Self-Supervised Learning for Globally Distributed Landslide Detection. IEEE Access 12: 118453-118466 (2024)- [j59]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): 1510 (2024) - [j58]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: 13162-13168 (2024) - [c6]Somnath Paramanik, Mukunda Dev Behera, Jochem Verrelst, Clement Atzberger, Jadunandan Dash:
Estimating Mangrove Leaf Area Index from Sentinel-2 Imagery Using Inform Radiative Transfer Model. IGARSS 2024: 5305-5309 - [i3]Yihang She, Clement Atzberger, Andrew Blake, Srinivasan Keshav:
From Spectra to Biophysical Insights: End-to-End Learning with a Biased Radiative Transfer Model. CoRR abs/2403.02922 (2024) - [i2]Yihang She, Clement Atzberger, Andrew Blake, Adriano Gualandi, Srinivasan Keshav:
MAGIC: Modular Auto-encoder for Generalisable Model Inversion with Bias Corrections. CoRR abs/2405.18953 (2024) - 2023
- [j57]Markus Immitzer, Clement Atzberger:
Tree Species Diversity Mapping - Success Stories and Possible Ways Forward. Remote. Sens. 15(12): 3074 (2023) - [j56]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): 3759 (2023) - 2022
- [j55]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: 107083 (2022) - [j54]Nurhussen Ahmed, Clement Atzberger, Worku Zewdie:
The potential of modeling Prosopis Juliflora invasion using Sentinel-2 satellite data and environmental variables in the dryland ecosystem of Ethiopia. Ecol. Informatics 68: 101545 (2022) - [j53]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): 541 (2022) - [j52]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): 698 (2022) - [j51]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): 2687 (2022) - [j50]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): 5749 (2022) - 2021
- [j49]Jaturong Som-ard, Clement Atzberger, Emma Izquierdo-Verdiguier, Francesco Vuolo, Markus Immitzer:
Remote Sensing Applications in Sugarcane Cultivation: A Review. Remote. Sens. 13(20): 4040 (2021) - 2020
- [j48]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: 105686 (2020) - [j47]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): 517 (2020) - [j46]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): 940 (2020)
2010 – 2019
- 2019
- [j45]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): 562 (2019) - [j44]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): 1099 (2019) - [j43]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): 2588 (2019) - [j42]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): 2599 (2019) - [j41]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): 2725 (2019) - [i1]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 abs/1901.04927 (2019) - 2018
- [j40]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: 122-130 (2018) - [j39]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): 85 (2018) - [j38]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): 1203 (2018) - [j37]Julia Maschler, Clement Atzberger, Markus Immitzer:
Individual Tree Crown Segmentation and Classification of 13 Tree Species Using Airborne Hyperspectral Data. Remote. Sens. 10(8): 1218 (2018) - [j36]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): 2063 (2018) - [c5]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: 7727-7730 - [c4]Josué López, Stewart Santos, Clement Atzberger, Deni Torres:
Convolutional Neural Networks for Semantic Segmentation of Multispectral Remote Sensing Images. LATINCOM 2018: 1-5 - 2017
- [j35]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: 202-213 (2017) - [j34]Wai-Tim Ng, Purity Rima, Kathrin Einzmann, Markus Immitzer, Clement Atzberger, Sandra Eckert:
Assessing the Potential of Sentinel-2 and Pléiades Data for the Detection of Prosopis and Vachellia spp. in Kenya. Remote. Sens. 9(1): 74 (2017) - [j33]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): 769 (2017) - 2016
- [j32]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: 76-89 (2016) - [j31]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): 166 (2016) - [j30]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): 219 (2016) - [j29]Anja Klisch, Clement Atzberger:
Operational Drought Monitoring in Kenya Using MODIS NDVI Time Series. Remote. Sens. 8(4): 267 (2016) - [j28]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): 340 (2016) - [j27]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): 938 (2016) - 2015
- [j26]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: 1-10 (2015) - [j25]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: 19-31 (2015) - [j24]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): 7425-7446 (2015) - [j23]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): 13843-13862 (2015) - [j22]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): 14482-14508 (2015) - 2014
- [j21]M. Mirzaie, Roshanak Darvishzadeh, A. Shakiba, Ali Akbar 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: 1-11 (2014) - [j20]M. Mirzaie, Roshanak Darvishzadeh, A. Shakiba, Ali Akbar 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: 260 (2014) - [j19]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): 257-284 (2014) - [j18]Clement Atzberger, Michael Wess, Michael Doneus, Geert J. Verhoeven:
ARCTIS - A MATLAB® Toolbox for Archaeological Imaging Spectroscopy. Remote. Sens. 6(9): 8617-8638 (2014) - [j17]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): 10888-10912 (2014) - [c3]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: 2126-2129 - [c2]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: 5064-5067 - 2013
- [j16]Clement Atzberger:
Advances in Remote Sensing of Agriculture: Context Description, Existing Operational Monitoring Systems and Major Information Needs. Remote. Sens. 5(2): 949-981 (2013) - [j15]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): 1274-1291 (2013) - [j14]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): 1335-1354 (2013) - [j13]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): 1704-1733 (2013) - [j12]Clement Atzberger:
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. Remote. Sens. 5(8): 4124 (2013) - [j11]Felix Rembold, Clement Atzberger, Igor V. Savin, Oscar Rojas:
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. Remote. Sens. 5(11): 5572-5573 (2013) - [j10]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): 5999-6025 (2013) - [j9]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): 1951-1962 (2013) - 2012
- [j8]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): 2661-2693 (2012) - [j7]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): 3143-3167 (2012) - [j6]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): 8-17 (2012) - [j5]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): 30-43 (2012) - [c1]Katja Richter, Tobias Hank, Clement Atzberger, Matthias Locherer, Wolfram Mauser:
Regularization strategies for agricultural monitoring: The EnMAP vegetation analyzer (AVA). IGARSS 2012: 6613-6616 - 2011
- [j4]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): 365-386 (2011) - [j3]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): 458-464 (2011) - 2010
- [j2]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): 17-26 (2010)
2000 – 2009
- 2008
- [j1]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): 358-373 (2008)
Coauthor Index
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