Propagation of errors in spatial modelling with GIS. - Gerard B. M. Heuvelink; Peter A. Burrough; Alfred Stein (Int. J. Geogr. Inf. Sci., 1989)

Interactive GIS for Environmental Risk Assessment. - Alfred Stein; Igor Staritsky; Johan Bouma; Jan Willem van Groenigen (Int. J. Geogr. Inf. Sci., 1995)

Bayesian classification and class area estimation of satellite images using stratification. - Ben Gorte; Alfred Stein (IEEE Trans. Geosci. Remote. Sens., 1998)

Use of GIS for a spatial and temporal analysis of Kenyan wildlife with generalised linear modelling. - Wilson M. Khaemba; Alfred Stein (Int. J. Geogr. Inf. Sci., 2000)

Statistical Aspects of Health and the Environment, 4. - Vie Baknett; Alfred Stein; Feridun Turkman (Technometrics, 2000)

Existential uncertainty of spatial objects segmented from satellite sensor imagery. - Arko Lucieer; Alfred Stein (IEEE Trans. Geosci. Remote. Sens., 2002)

Handling Spatial Data Uncertainty Using a Fuzzy Geostatistical Approach for Modelling Methane Emissions at the Island of Java. - Alfred Stein; Mamta Verma (SDH, 2004)

Spatial variability in classification accuracy of agricultural crops in the Dutch national land-cover database. - Pepijn A. J. van Oort; Arnold K. Bregt; Sytze de Bruin; Allard J. W. de Wit; Alfred Stein (Int. J. Geogr. Inf. Sci., 2004)

An application of problem and product ontologies for the revision of beach nourishments. - Daniël E. Van de Vlag; Bérengère Vasseur; Alfred Stein; Robert Jeansoulin (Int. J. Geogr. Inf. Sci., 2005)

Use of the Bradley-Terry model to quantify association in remotely sensed images. - Alfred Stein; Jagannath Aryal; Gerrit Gort (IEEE Trans. Geosci. Remote. Sens., 2005)

Abundance Estimation of Spectrally Similar Minerals by Using Derivative Spectra in Simulated Annealing. - Pravesh Debba; Emmanuel John M. Carranza; Freek D. van der Meer; Alfred Stein (IEEE Trans. Geosci. Remote. Sens., 2006)

Metrics for Vague Spatial Objects Based on the Concept of Mass. - Arta Dilo; Rolf A. de By; Alfred Stein (FUZZ-IEEE, 2007)

A system of types and operators for handling vague spatial objects. - Arta Dilo; Rolf A. de By; Alfred Stein (Int. J. Geogr. Inf. Sci., 2007)

Image Mining for Modeling of Forest Fires From Meteosat Images. - Rajasekar Umamaheshwaran; Wietske Bijker; Alfred Stein (IEEE Trans. Geosci. Remote. Sens., 2007)

Incorporating Uncertainty via Hierarchical Classification Using Fuzzy Decision Trees. - Daniël E. Van de Vlag; Alfred Stein (IEEE Trans. Geosci. Remote. Sens., 2007)

Field Sampling from a Segmented Image. - Pravesh Debba; Alfred Stein; Freek D. van der Meer; Emmanuel John M. Carranza; Arko Lucieer (ICCSA (1), 2008)

Optimum Sampling Scheme for Characterization of Mine Tailings. - Pravesh Debba; Emmanuel John M. Carranza; Alfred Stein; Freek D. van der Meer (IGARSS (4), 2009)

Quantification of the Effects of Land-Cover-Class Spectral Separability on the Accuracy of Markov-Random-Field-Based Superresolution Mapping. - Valentyn A. Tolpekin; Alfred Stein (IEEE Trans. Geosci. Remote. Sens., 2009)

Spatial dependency of cholera prevalence on potential cholera reservoirs in an urban area, Kumasi, Ghana. - Frank B. Osei; Alfred A. Duker; Ellen-Wien Augustijn; Alfred Stein (Int. J. Appl. Earth Obs. Geoinformation, 2010)

Image mining for drought monitoring in eastern Africa using Meteosat SEVIRI data. - Coco M. Rulinda; Wietske Bijker; Alfred Stein (Int. J. Appl. Earth Obs. Geoinformation, 2010)

Spatial statistics in geographical information science: from interpolation to probabilistic robotics. - Alfred Stein (Ann. GIS, 2010)

Identifying factors of influence in the spatial distribution of domestic fires. - Olga Spatenková; Alfred Stein (Int. J. Geogr. Inf. Sci., 2010)

Thirty Years of Research on Spatial Data Quality: Achievements, Failures, and Opportunities. - Rodolphe Devillers; Alfred Stein; Yvan Bédard; Nicholas Chrisman; Peter Fisher; Wenzhong Shi (Trans. GIS, 2010)

Stereological Estimation of Uncertain and Changing Objects from Remote Sensing Image Mining. - Alfred Stein; Mamushet Zewuge Yifru (Trans. GIS, 2010)

Fuzzy Methods in Image Mining. - Alfred Stein (Methods for Handling Imperfect Spatial Information, 2010)

Tree crown change detection using an object fuzzy based approach. - Juan Ardila; Wietske Bijker; Valentyn A. Tolpekin; Alfred Stein (IGARSS, 2011)

Bayesian Network Modeling for Improving Forest Growth Estimates. - Yaseen T. Mustafa; Patrick E. Van Laake; Alfred Stein (IEEE Trans. Geosci. Remote. Sens., 2011)

Quantification of Extensional Uncertainty of Segmented Image Objects by Random Sets. - Xi Zhao 003; Alfred Stein; Xiaoling Chen; X. Zhang (IEEE Trans. Geosci. Remote. Sens., 2011)

Gaussian localized active contours for multitemporal analysis of urban tree crowns. - Juan Ardila; Wietske Bijker; Valentyn A. Tolpekin; Alfred Stein (IGARSS, 2012)

Context-sensitive extraction of tree crown objects in urban areas using VHR satellite images. - Juan Ardila; Wietske Bijker; Valentyn A. Tolpekin; Alfred Stein (Int. J. Appl. Earth Obs. Geoinformation, 2012)

Statistics-based outlier detection for wireless sensor networks. - Y. Zhang; Nicholas A. S. Hamm; Nirvana Meratnia; Alfred Stein; Marlies Van de Voort; Paul J. M. Havinga (Int. J. Geogr. Inf. Sci., 2012)

Application of the Expectation Maximization Algorithm to Estimate Missing Values in Gaussian Bayesian Network Modeling for Forest Growth. - Yaseen T. Mustafa; Valentyn A. Tolpekin; Alfred Stein (IEEE Trans. Geosci. Remote. Sens., 2012)

An ontology of slums for image-based classification. - Divyani Kohli; Richard Sliuzas; Norman Kerle; Alfred Stein (Comput. Environ. Urban Syst., 2012)

Spatial statistics for mapping the environment. - Gerard B. M. Heuvelink; Edzer J. Pebesma; Alfred Stein (Int. J. Appl. Earth Obs. Geoinformation, 2013)

Local interpolation of coseismic displacements measured by InSAR. - Muhammad Yaseen; Nicholas A. S. Hamm; Tsehaie Woldai; Valentyn A. Tolpekin; Alfred Stein (Int. J. Appl. Earth Obs. Geoinformation, 2013)

Visualizing and quantifying the movement of vegetative drought using remote-sensing data and GIS. - Coco M. Rulinda; Alfred Stein; Ulan D. Turdukulov (Int. J. Geogr. Inf. Sci., 2013)

Integrating the Directional Effect of Traffic into Geostatistical Approaches for Travel Time Estimation. - Daoqin Tong; Wei-Hua Lin; Alfred Stein (Int. J. Intell. Transp. Syst. Res., 2013)

Segmentation of Rumex obtusifolius using Gaussian Markov random fields. - Santosh Hiremath; Valentyn A. Tolpekin; Gerie W. A. M. van der Heijden; Alfred Stein (Mach. Vis. Appl., 2013)

Transferability of Object-Oriented Image Analysis Methods for Slum Identification. - Divyani Kohli; Pankaj Warwadekar; Norman Kerle; Richard Sliuzas; Alfred Stein (Remote. Sens., 2013)

Improving Representation of Land-use Maps Derived from Object-oriented Image Classification. - Wenxiu Gao; Alfred Stein; Li Yang; Ying Wang; Hui Fang (Trans. GIS, 2013)

Application of random sets to model uncertainty of road polygons extracted from airborne laser points. - Liang Zhou; Alfred Stein (Comput. Environ. Urban Syst., 2013)

Optimizing the range of atmospheric condition parameters to avoid over and under-estimation of uncertainty. - Nitin Bhatia; Jan Biesemans; Valentyn A. Tolpekin; Ils Reusen; Sindy Sterckx; Alfred Stein (WHISPERS, 2014)

Global sensitivity analysis of water vapour and visibility for atmospheric correction. - Nitin Bhatia; Jan Biesemans; Valentyn A. Tolpekin; Ils Reusen; Sindy Sterckx; Alfred Stein (WHISPERS, 2014)

Investigating rural poverty and marginality in Burkina Faso using remote sensing-based products. - Muhammad Imran 015; Alfred Stein; Raúl Zurita-Milla (Int. J. Appl. Earth Obs. Geoinformation, 2014)

Spatial Mathematics, Theory and Practice through Mapping, S.L. Arlinghaus, J.J. Kerski. CRC Press/Taylor & Francis, London (2013). - Alfred Stein (Int. J. Appl. Earth Obs. Geoinformation, 2014)

Variation analysis of lake extension in space and time from MODIS images using random sets. - Xi Zhao 003; Alfred Stein; Xiang Zhang 010; Lian Feng; Xiaoling Chen (Int. J. Appl. Earth Obs. Geoinformation, 2014)

Improvement of Spatio-temporal Growth Estimates in Heterogeneous Forests Using Gaussian Bayesian Networks. - Yaseen T. Mustafa; Valentyn A. Tolpekin; Alfred Stein (IEEE Trans. Geosci. Remote. Sens., 2014)

Characterization and spatial modeling of urban sprawl in the Wuhan Metropolitan Area, China. - Chen Zeng; Yaolin Liu; Alfred Stein; Limin Jiao (Int. J. Appl. Earth Obs. Geoinformation, 2015)

Geospatial Big Data Handling Theory and Methods: A Review and Research Challenges. - Songnian Li; Suzana Dragicevic; François Anton; Monika Sester; Stephan Winter 001; Arzu Çöltekin; Christopher James Pettit 001; Bin Jiang; James Haworth; Alfred Stein; Tao Cheng 004 (CoRR, 2015)

Using geographically weighted regression kriging for crop yield mapping in West Africa. - Muhammad Imran 015; Alfred Stein; Raúl Zurita-Milla (Int. J. Geogr. Inf. Sci., 2015)

Sensitivity of Reflectance to Water Vapor and Aerosol Optical Thickness. - Nitin Bhatia; Valentyn A. Tolpekin; Ils Reusen; Sindy Sterckx; Jan Biesemans; Alfred Stein (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

A WTLS-Based Method for Remote Sensing Imagery Registration. - Tianjun Wu; Yong Ge; Jianghao Wang; Alfred Stein; Yongze Song; Yunyan Du; Jiang-Hong Ma (IEEE Trans. Geosci. Remote. Sens., 2015)

Urban land use extraction from very high resolution remote sensing images by bayesian network. - Mengmeng Li 002; Alfred Stein; Wietske Bijker (IGARSS, 2016)

Sensitivity analysis of the long-term trend in Antarctic sea ice extent. - Lei Xu; Xi Zhao 003; Xiaoping Pang; Alfred Stein; Qing Ji (IGARSS, 2016)

Region-based urban road extraction from VHR satellite images using Binary Partition Tree. - Mengmeng Li 002; Alfred Stein; Wietske Bijker; Qingming Zhan (Int. J. Appl. Earth Obs. Geoinformation, 2016)

Simulated Annealing With Variogram-Based Optimization to Quantify Spatial Patterns of Trees Extracted From High-Resolution Images. - Vandita Srivastava; Alfred Stein; David G. Rossiter; P. K. Garg; R. D. Garg 001 (IEEE Geosci. Remote. Sens. Lett., 2016)

Fuzzy Classification for Shoreline Change Monitoring in a Part of the Northern Coastal Area of Java, Indonesia. - Ratna Sari Dewi; Wietske Bijker; Alfred Stein; Muh Aris Marfai (Remote. Sens., 2016)

Designing an Experiment to Investigate Subpixel Mapping as an Alternative Method to Obtain Land Use/Land Cover Maps. - Yong Ge; Yu Jiang; Yuehong Chen; Alfred Stein; Dong Jiang; Yuanxin Jia (Remote. Sens., 2016)

Enhanced Subpixel Mapping With Spatial Distribution Patterns of Geographical Objects. - Yong Ge; Yuehong Chen; Alfred Stein; Sanping Li; Jianlong Hu (IEEE Trans. Geosci. Remote. Sens., 2016)

Uncertainty analysis for image interpretations of urban slums. - Divyani Kohli; Alfred Stein; Richard Sliuzas (Comput. Environ. Urban Syst., 2016)

Detection of informal settlements from VHR satellite images using convolutional neural networks. - Nicholus Mboga; Claudio Persello; John Ray Bergado; Alfred Stein (IGARSS, 2017)

Scattering property based contextual PolSAR speckle filter. - Adugna G. Mullissa; Valentyn A. Tolpekin; Alfred Stein (Int. J. Appl. Earth Obs. Geoinformation, 2017)

Polarimetric differential SAR interferometry in an arid natural environment. - Adugna G. Mullissa; Valentyn A. Tolpekin; Alfred Stein; Daniele Perissin (Int. J. Appl. Earth Obs. Geoinformation, 2017)

Deep Fully Convolutional Networks for the Detection of Informal Settlements in VHR Images. - Claudio Persello; Alfred Stein (IEEE Geosci. Remote. Sens. Lett., 2017)

Change Vector Analysis to Monitor the Changes in Fuzzy Shorelines. - Ratna Sari Dewi; Wietske Bijker; Alfred Stein (Remote. Sens., 2017)

Comparing Fuzzy Sets and Random Sets to Model the Uncertainty of Fuzzy Shorelines. - Ratna Sari Dewi; Wietske Bijker; Alfred Stein (Remote. Sens., 2017)

Detection of Informal Settlements from VHR Images Using Convolutional Neural Networks. - Nicholus Mboga; Claudio Persello; John Ray Bergado; Alfred Stein (Remote. Sens., 2017)

A Remote Sensing Data Based Artificial Neural Network Approach for Predicting Climate-Sensitive Infectious Disease Outbreaks: A Case Study of Human Brucellosis. - Jiao Wang; Peng Jia 001; Diego F. Cuadros; Min Xu 007; Xianliang Wang; Weidong Guo; Boris A. Portnov; Yuhai Bao; Yushan Chang; Genxin Song; Nan Chen; Alfred Stein (Remote. Sens., 2017)

Incorporating Open Source Data for Bayesian Classification of Urban Land Use From VHR Stereo Images. - Mengmeng Li 002; Kirsten M. de Beurs; Alfred Stein; Wietske Bijker (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

A GIS-based multi-criteria seismic vulnerability assessment using the integration of granular computing rule extraction and artificial neural networks. - Hossein Sheikhian; Mahmoud Reza Delavar; Alfred Stein (Trans. GIS, 2017)

Fusenet: End- to-End Multispectral Vhr Image Fusion and Classification. - John Ray Bergado; Claudio Persello; Alfred Stein (IGARSS, 2018)

A modified model for estimating tree height from PolInSAR with compensation for temporal decorrelation. - Nafiseh Ghasemi; Valentyn A. Tolpekin; Alfred Stein (Int. J. Appl. Earth Obs. Geoinformation, 2018)

High-Resolution Remote Sensing Image Classification Using Associative Hierarchical CRF Considering Segmentation Quality. - Yun Yang 004; Alfred Stein; Valentyn A. Tolpekin; Yang Zhang (IEEE Geosci. Remote. Sens. Lett., 2018)

Estimation of AOD Under Uncertainty: An Approach for Hyperspectral Airborne Data. - Nitin Bhatia; Valentyn A. Tolpekin; Alfred Stein; Ils Reusen (Remote. Sens., 2018)

Transferability and Upscaling of Fuzzy Classification for Shoreline Change over 30 Years. - Ratna Sari Dewi; Wietske Bijker; Alfred Stein; Muh Aris Marfai (Remote. Sens., 2018)

Assessment of Forest Above-Ground Biomass Estimation from PolInSAR in the Presence of Temporal Decorrelation. - Nafiseh Ghasemi; Valentyn A. Tolpekin; Alfred Stein (Remote. Sens., 2018)

FCM Approach of Similarity and Dissimilarity Measures with α-Cut for Handling Mixed Pixels. - Sayan Mukhopadhaya; Anil Kumar; Alfred Stein (Remote. Sens., 2018)

Introduction to the Special Issue "Uncertainty in Remote Sensing Image Analysis". - Alfred Stein; Yong Ge; Inger Fabris-Rotelli (Remote. Sens., 2018)

Estimating Tree Heights Using Multibaseline PolInSAR Data With Compensation for Temporal Decorrelation, Case Study: AfriSAR Campaign Data. - Nafiseh Ghasemi; Valentyn A. Tolpekin; Alfred Stein (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Recurrent Multiresolution Convolutional Networks for VHR Image Classification. - John Ray Bergado; Claudio Persello; Alfred Stein (IEEE Trans. Geosci. Remote. Sens., 2018)

Polarimetry-Based Distributed Scatterer Processing Method for PSI Applications. - Adugna G. Mullissa; Daniele Perissin; Valentyn A. Tolpekin; Alfred Stein (IEEE Trans. Geosci. Remote. Sens., 2018)

Rodents and satellites: Predicting mice abundance and distribution with Sentinel-2 data. - Verónica Andreo; Mariana Belgiu; Diana Brito Hoyos; Frank B. Osei; Cecilia Provensal; Alfred Stein (Ecol. Informatics, 2019)

Spatiotemporal Image Fusion in Remote Sensing. - Mariana Belgiu; Alfred Stein (Remote. Sens., 2019)

Heat Flux Sources Analysis to the Ross Ice Shelf Polynya Ice Production Time Series and the Impact of Wind Forcing. - Zian Cheng; Xiaoping Pang; Xi Zhao 003; Alfred Stein (Remote. Sens., 2019)

PolSARNet: A Deep Fully Convolutional Network for Polarimetric SAR Image Classification. - Adugna G. Mullissa; Claudio Persello; Alfred Stein (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Building Instance Segmentation and Boundary Regularization from High-Resolution Remote Sensing Images. - Wufan Zhao; Claudio Persello; Alfred Stein (IGARSS, 2020)

A Bayesian characterization of urban land use configurations from VHR remote sensing images. - Mengmeng Li 002; Alfred Stein; Kirsten M. de Beurs (Int. J. Appl. Earth Obs. Geoinformation, 2020)

Assessing factors impacting the spatial discrepancy of remote sensing based cropland products: A case study in Africa. - Mohsen Nabil; Miao Zhang 002; José Bofana; Bingfang Wu; Alfred Stein; Taifeng Dong; Hongwei Zeng; Jiali Shang (Int. J. Appl. Earth Obs. Geoinformation, 2020)

The spatial statistic trinity: A generic framework for spatial sampling and inference. - Jinfeng Wang 001; Bingbo Gao; Alfred Stein (Environ. Model. Softw., 2020)

Predictive land value modelling in Guatemala City using a geostatistical approach and Space Syntax. - Jose Morales; Alfred Stein; Johannes Flacke; Jaap Zevenbergen (Int. J. Geogr. Inf. Sci., 2020)

Spatio-temporal regression kriging for modelling urban NO2 concentrations. - Vera van Zoest; Frank B. Osei; Gerard Hoek; Alfred Stein (Int. J. Geogr. Inf. Sci., 2020)

Mapping Land Use from High Resolution Satellite Images by Exploiting the Spatial Arrangement of Land Cover Objects. - Mengmeng Li 002; Alfred Stein (Remote. Sens., 2020)

Local Population Mapping Using a Random Forest Model Based on Remote and Social Sensing Data: A Case Study in Zhengzhou, China. - Ge Qiu; Yuhai Bao; Xuchao Yang; Chen Wang; Tingting Ye; Alfred Stein; Peng Jia 001 (Remote. Sens., 2020)

Investigating the Retention of Solar Wind Implanted Helium-3 on the Moon from the Analysis of Multi-Wavelength Remote Sensing Data. - Shashwat Shukla; Valentyn A. Tolpekin; Shashi Kumar; Alfred Stein (Remote. Sens., 2020)

Automatic Detection of Individual Trees from VHR Satellite Images Using Scale-Space Methods. - Milad Mahour; Valentyn A. Tolpekin; Alfred Stein (Sensors, 2020)

HyNutri: Estimating the Nutritional Composition of Wheat from Multi-Temporal Prisma Data. - Mariana Belgiu; Michael T. Marshall; Mirco Boschetti; Monica Pepe; Alfred Stein; Caroline Lievens (IGARSS, 2021)

3D Fully Convolutional Neural Networks with Intersection over Union Loss for Crop Mapping from Multi-Temporal Satellite Images. - Sina Mohammadi; Mariana Belgiu; Alfred Stein (IGARSS, 2021)

Revealing Long-Term Deformation Time Series of Radar Scatterers Using Multi-Sensor SAR Data. - Bin Zhang; Ling Chang; Alfred Stein (IGARSS, 2021)

End-to-End Roofline Extraction from Very-High-Resolution Remote Sensing Images. - Wufan Zhao; Claudio Persello; Alfred Stein (IGARSS, 2021)

Phenology-based sample generation for supervised crop type classification. - Mariana Belgiu; Wietske Bijker; Ovidiu Csillik; Alfred Stein (Int. J. Appl. Earth Obs. Geoinformation, 2021)

Exploring PAZ co-polarimetric SAR data for surface movement mapping and scattering characterization. - Ling Chang; Alfred Stein (Int. J. Appl. Earth Obs. Geoinformation, 2021)

Corrigendum to "Exploring PAZ co-polarimetric SAR data for surface movement mapping and scattering characterization". [Int. J. Appl. Earth Observ. Geoinform. 96 (2021) 102280]. - Ling Chang; Alfred Stein (Int. J. Appl. Earth Obs. Geoinformation, 2021)

Sinkhole Scanner: A New Method to Detect Sinkhole-Related Spatio-Temporal Patterns in InSAR Deformation Time Series. - Anurag Kulshrestha; Ling Chang; Alfred Stein (Remote. Sens., 2021)

Ranking of VGI contributor reputation using an evaluation-based weighted pagerank. - Die Zhang; Yong Ge; Alfred Stein; Wen-Bin Zhang 008 (Trans. GIS, 2021)

A note on the propagation of positional uncertainty in environmental models. - Vera van Zoest; Jasper van Buul; Frank B. Osei; Alfred Stein (Trans. GIS, 2021)

Assessment of Persistent Scatterers Behaviour in Co-Polarimetric PAZ Data with Model-Backfeed Method. - Bin Zhang; Ling Chang; Alfred Stein (IGARSS, 2022)

A two-point machine learning method for the spatial prediction of soil pollution. - Bingbo Gao; Alfred Stein; Jinfeng Wang 001 (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Delineation of agricultural fields using multi-task BsiNet from high-resolution satellite images. - Jiang Long; Mengmeng Li 002; Xiaoqin Wang; Alfred Stein (Int. J. Appl. Earth Obs. Geoinformation, 2022)

A model-backfeed deformation estimation method for revealing 20-year surface dynamics of the Groningen gas field using multi-platform SAR imagery. - Bin Zhang; Ling Chang; Alfred Stein (Int. J. Appl. Earth Obs. Geoinformation, 2022)

A spatial statistical study of the distribution of Sardinian nuraghes. - Alfred Stein; Claudio Detotto; Mariana Belgiu (Ann. GIS, 2022)

Mapping twenty years of antimicrobial resistance research trends. - Christian F. Luz; Johan Magnus van Niekerk; Julia Keizer; Nienke Beerlage-de Jong; L. M. Annemarie Braakman-Jansen; Alfred Stein; Bhanu Sinha; Julia Elisabeth Wilhelmina Cornelia van Gemert-Pijnen; Corinna Glasner (Artif. Intell. Medicine, 2022)

Polarization Optimization for the Detection of Multiple Persistent Scatterers Using SAR Tomography. - Hossein Aghababaei; Giampaolo Ferraioli; Alfred Stein; Luís Gómez Déniz (Remote. Sens., 2022)

Use of LSTM for Sinkhole-Related Anomaly Detection and Classification of InSAR Deformation Time Series. - Anurag Kulshrestha; Ling Chang; Alfred Stein (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

GLAVITU: A Hybrid CNN-Transformer for Multi-Regional Glacier Mapping from Multi-Source Data. - Konstantin A. Maslov; Claudio Persello; Thomas Schellenberger; Alfred Stein (IGARSS, 2023)

Vectorizing Planar Roof Structure From Very High Resolution Remote Sensing Images Using Transformers. - Wufan Zhao; Claudio Persello; Xianwei Lv 002; Alfred Stein (IGARSS, 2023)

Learning General Representations for Semantic Segmentation and Height Estimation from Remote Sensing Images. - Wufan Zhao; Claudio Persello; Hu Ding; Alfred Stein (JURSE, 2023)

Building Usage Classification Using a Transformer-based Multimodal Deep Learning Method. - Wen Zhou; Claudio Persello; Alfred Stein (JURSE, 2023)

Measuring polycentric urban development with multi-temporal Sentinel-1 SAR imagery: A case study in Shanghai, China. - Xu Zhang; Ling Chang; Mingshu Wang; Alfred Stein (Int. J. Appl. Earth Obs. Geoinformation, 2023)

DeepMerge: Deep Learning-Based Region-Merging for Image Segmentation. - Xianwei Lv 002; Claudio Persello; Xiao Huang 003; Dongping Ming; Alfred Stein (CoRR, 2023)

Deep-Learning-Based Polarimetric Data Augmentation: Dual2Full-Pol Extension. - Hossein Aghababaei; Giampaolo Ferraioli; Alfred Stein; Sergio Vitale (IEEE Trans. Geosci. Remote. Sens., 2023)

Assessing spatiotemporal bikeability using multi-source geospatial big data: A case study of Xiamen, China. - Shaoqing Dai; Wufan Zhao; Yanwen Wang 004; Xiao Huang 003; Zhidong Chen; Jinghan Lei; Alfred Stein; Peng Jia (Int. J. Appl. Earth Obs. Geoinformation, 2023)

Visual Question Answering for Wishart H-Alpha Classification of Polarimetric SAR Images. - Hossein Aghababaei; Alfred Stein (IGARSS, 2024)

Multi-Feature Fusion Network for Efficient Cloud Removal Using SAR-Optical Image Fusion. - Chenxi Duan; Mariana Belgiu; Alfred Stein (IGARSS, 2024)

Selective Logging Detection Via Time-Series Satellite Images. - Xinyao Huang; Raian Vargas Maretto; Leila Maria Garcia Fonseca; Alfred Stein (IGARSS, 2024)

Stratified Machine Learning Models for Wheat Yield Estimation Using Remote Sensing Data. - Keltoum Khechba; Mariana Belgiu; Ahmed Laamrani; Qi Dong; Alfred Stein; Abdelghani G. Chehbouni (IGARSS, 2024)

Glacier Mapping from Sentinel-1 SAR Time Series with Deep Learning in Svalbard. - Konstantin A. Maslov; Thomas Schellenberger; Claudio Persello; Alfred Stein (IGARSS, 2024)

Urban inundation mapping by coupling 1D - 2D models and model comparison. - Yao Li 035; Frank Badu Osei; Tangao Hu; Yao Shi; Alfred Stein (Int. J. Appl. Earth Obs. Geoinformation, 2024)

Hierarchical building use classification from multiple modalities with a multi-label multimodal transformer network. - Wen Zhou; Claudio Persello; Alfred Stein (Int. J. Appl. Earth Obs. Geoinformation, 2024)

Towards Global Glacier Mapping with Deep Learning and Open Earth Observation Data. - Konstantin A. Maslov; Claudio Persello; Thomas Schellenberger; Alfred Stein (CoRR, 2024)

An edge preserving median filter for images based on level-sets. - Jean-Pierre Stander; Inger Fabris-Rotelli; Theodor Loots; Johan Magnus van Niekerk; Alfred Stein (J. Data Sci. Stat. Vis., 2024)

Efficient Cloud Removal Network for Satellite Images Using SAR-Optical Image Fusion. - Chenxi Duan; Mariana Belgiu; Alfred Stein (IEEE Geosci. Remote. Sens. Lett., 2024)

Radarcoding Reference Data for SAR Training Data Creation in Radar Coordinates. - Anurag Kulshrestha; Ling Chang; Alfred Stein (IEEE Geosci. Remote. Sens. Lett., 2024)

Few-Shot Learning for Crop Mapping from Satellite Image Time Series. - Sina Mohammadi; Mariana Belgiu; Alfred Stein (Remote. Sens., 2024)

Mapping Integrated Crop-Livestock Systems Using Fused Sentinel-2 and PlanetScope Time Series and Deep Learning. - João P. S. Werner; Mariana Belgiu; Inácio T. Bueno; Aliny A. Dos Reis; Ana P. S. G. D. Toro; João F. G. Antunes; Alfred Stein; Rubens A. C. Lamparelli; Paulo Sergio Graziano Magalhães; Alexandre Camargo Coutinho; Júlio C. D. M. Esquerdo; Gleyce Kelly Dantas Araújo Figueiredo (Remote. Sens., 2024)

Street view imagery-based built environment auditing tools: a systematic review. - Shaoqing Dai; Yuchen Li; Alfred Stein; Shujuan Yang; Peng Jia 001 (Int. J. Geogr. Inf. Sci., 2024)

Spatial prediction of poverty in Gauteng province (South Africa) in-between Censuses using land use datasets. - Samy Katumba; Serena Coetzee; Alfred Stein; Inger Fabris-Rotelli (Trans. GIS, 2024)

Vectorizing planar roof structure from very high resolution remote sensing images using transformers. - Wufan Zhao; Claudio Persello; Xianwei Lv 002; Alfred Stein; Maarten Vergauwen (Int. J. Digit. Earth, 2024)

The impact of spatiotemporal variability of environmental conditions on wheat yield forecasting using remote sensing data and machine learning. - Keltoum Khechba; Mariana Belgiu; Ahmed Laamrani; Alfred Stein; Abdelhakim Amazirh; Abdelghani G. Chehbouni (Int. J. Appl. Earth Obs. Geoinformation, 2025)

Creating and leveraging SAR benchmark datasets to facilitate machine learning application. - Xu Zhang; Ling Chang; Serkan Girgin; Alfred Stein (Int. J. Appl. Earth Obs. Geoinformation, 2025)

Multi-decadal Dutch coastal dynamic mapping with multi-source remote sensing imagery. - Bin Zhang; Ling Chang; Zhengbing Wang; Li Wang; Qinghua Ye; Alfred Stein (Int. J. Appl. Earth Obs. Geoinformation, 2025)

A Deep Learning Solution for Phase Screen Estimation in SAR Tomography. - Hossein Aghababaei; Giampaolo Ferraioli; Sergio Vitale; Alfred Stein (IEEE Geosci. Remote. Sens. Lett., 2025)

Erratum to "A Deep Learning Solution for Phase Screen Estimation in SAR Tomography". - Hossein Aghababaei; Giampaolo Ferraioli; Sergio Vitale; Alfred Stein (IEEE Geosci. Remote. Sens. Lett., 2025)

Deep Merge: Deep-Learning-Based Region Merging for Remote Sensing Image Segmentation. - Xianwei Lv 002; Claudio Persello; Wangbin Li; Xiao Huang 003; Dongping Ming; Alfred Stein (IEEE Trans. Geosci. Remote. Sens., 2025)