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Alfred Stein
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2020 – today
- 2025
- [j107]Keltoum Khechba, Mariana Belgiu, Ahmed Laamrani, Alfred Stein, Abdelhakim Amazirh, Abdelghani G. Chehbouni:
The impact of spatiotemporal variability of environmental conditions on wheat yield forecasting using remote sensing data and machine learning. Int. J. Appl. Earth Obs. Geoinformation 136: 104367 (2025) - 2024
- [j106]Yao Li, Frank Badu Osei, Tangao Hu, Yao Shi, Alfred Stein:
Urban inundation mapping by coupling 1D - 2D models and model comparison. Int. J. Appl. Earth Obs. Geoinformation 130: 103869 (2024) - [j105]Wen Zhou, Claudio Persello, Alfred Stein:
Hierarchical building use classification from multiple modalities with a multi-label multimodal transformer network. Int. J. Appl. Earth Obs. Geoinformation 132: 104038 (2024) - [j104]Wufan Zhao, Claudio Persello, Xianwei Lv, Alfred Stein, Maarten Vergauwen:
Vectorizing planar roof structure from very high resolution remote sensing images using transformers. Int. J. Digit. Earth 17(1): 1-15 (2024) - [j103]Shaoqing Dai
, Yuchen Li
, Alfred Stein
, Shujuan Yang
, Peng Jia
:
Street view imagery-based built environment auditing tools: a systematic review. Int. J. Geogr. Inf. Sci. 38(6): 1136-1157 (2024) - [j102]Jean-Pierre Stander
, Inger Fabris-Rotelli, Theodor Loots, Johan Magnus van Niekerk
, Alfred Stein:
An edge preserving median filter for images based on level-sets. J. Data Sci. Stat. Vis. 4(3) (2024) - [j101]Chenxi Duan
, Mariana Belgiu, Alfred Stein
:
Efficient Cloud Removal Network for Satellite Images Using SAR-Optical Image Fusion. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j100]Anurag Kulshrestha
, Ling Chang
, Alfred Stein
:
Radarcoding Reference Data for SAR Training Data Creation in Radar Coordinates. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j99]Sina Mohammadi
, Mariana Belgiu
, Alfred Stein
:
Few-Shot Learning for Crop Mapping from Satellite Image Time Series. Remote. Sens. 16(6): 1026 (2024) - [j98]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
:
Mapping Integrated Crop-Livestock Systems Using Fused Sentinel-2 and PlanetScope Time Series and Deep Learning. Remote. Sens. 16(8): 1421 (2024) - [j97]Samy Katumba
, Serena Coetzee
, Alfred Stein
, Inger Fabris-Rotelli
:
Spatial prediction of poverty in Gauteng province (South Africa) in-between Censuses using land use datasets. Trans. GIS 28(7): 1979-2004 (2024) - [c27]Konstantin A. Maslov, Thomas Schellenberger, Claudio Persello, Alfred Stein:
Glacier Mapping from Sentinel-1 SAR Time Series with Deep Learning in Svalbard. IGARSS 2024: 14-17 - [c26]Keltoum Khechba, Mariana Belgiu, Ahmed Laamrani, Qi Dong, Alfred Stein, Abdelghani G. Chehbouni:
Stratified Machine Learning Models for Wheat Yield Estimation Using Remote Sensing Data. IGARSS 2024: 1946-1949 - [c25]Chenxi Duan, Mariana Belgiu, Alfred Stein:
Multi-Feature Fusion Network for Efficient Cloud Removal Using SAR-Optical Image Fusion. IGARSS 2024: 9062-9065 - [c24]Xinyao Huang, Raian Vargas Maretto, Leila Maria Garcia Fonseca, Alfred Stein:
Selective Logging Detection Via Time-Series Satellite Images. IGARSS 2024: 10399-10403 - [c23]Hossein Aghababaei, Alfred Stein:
Visual Question Answering for Wishart H-Alpha Classification of Polarimetric SAR Images. IGARSS 2024: 11231-11234 - [i5]Konstantin A. Maslov, Claudio Persello, Thomas Schellenberger, Alfred Stein:
Towards Global Glacier Mapping with Deep Learning and Open Earth Observation Data. CoRR abs/2401.15113 (2024) - 2023
- [j96]Xu Zhang, Ling Chang
, Mingshu Wang
, Alfred Stein
:
Measuring polycentric urban development with multi-temporal Sentinel-1 SAR imagery: A case study in Shanghai, China. Int. J. Appl. Earth Obs. Geoinformation 121: 103340 (2023) - [j95]Shaoqing Dai
, Wufan Zhao
, Yanwen Wang
, Xiao Huang
, Zhidong Chen, Jinghan Lei, Alfred Stein, Peng Jia:
Assessing spatiotemporal bikeability using multi-source geospatial big data: A case study of Xiamen, China. Int. J. Appl. Earth Obs. Geoinformation 125: 103539 (2023) - [j94]Hossein Aghababaei
, Giampaolo Ferraioli
, Alfred Stein
, Sergio Vitale
:
Deep-Learning-Based Polarimetric Data Augmentation: Dual2Full-Pol Extension. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [c22]Konstantin A. Maslov, Claudio Persello, Thomas Schellenberger, Alfred Stein:
GLAVITU: A Hybrid CNN-Transformer for Multi-Regional Glacier Mapping from Multi-Source Data. IGARSS 2023: 1233-1236 - [c21]Wufan Zhao, Claudio Persello, Xianwei Lv, Alfred Stein:
Vectorizing Planar Roof Structure From Very High Resolution Remote Sensing Images Using Transformers. IGARSS 2023: 4899-4902 - [c20]Wufan Zhao, Claudio Persello, Hu Ding, Alfred Stein:
Learning General Representations for Semantic Segmentation and Height Estimation from Remote Sensing Images. JURSE 2023: 1-4 - [c19]Wen Zhou, Claudio Persello, Alfred Stein:
Building Usage Classification Using a Transformer-based Multimodal Deep Learning Method. JURSE 2023: 1-4 - [i4]Xianwei Lv, Claudio Persello, Xiao Huang
, Dongping Ming, Alfred Stein:
DeepMerge: Deep Learning-Based Region-Merging for Image Segmentation. CoRR abs/2305.19787 (2023) - 2022
- [j93]Bingbo Gao, Alfred Stein, Jinfeng Wang:
A two-point machine learning method for the spatial prediction of soil pollution. Int. J. Appl. Earth Obs. Geoinformation 108: 102742 (2022) - [j92]Bin Zhang, Ling Chang
, Alfred Stein:
A model-backfeed deformation estimation method for revealing 20-year surface dynamics of the Groningen gas field using multi-platform SAR imagery. Int. J. Appl. Earth Obs. Geoinformation 111: 102847 (2022) - [j91]Jiang Long
, Mengmeng Li
, Xiaoqin Wang, Alfred Stein:
Delineation of agricultural fields using multi-task BsiNet from high-resolution satellite images. Int. J. Appl. Earth Obs. Geoinformation 112: 102871 (2022) - [j90]Alfred Stein
, Claudio Detotto
, Mariana Belgiu
:
A spatial statistical study of the distribution of Sardinian nuraghes. Ann. GIS 28(3): 245-261 (2022) - [j89]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:
Mapping twenty years of antimicrobial resistance research trends. Artif. Intell. Medicine 123: 102216 (2022) - [j88]Hossein Aghababaei
, Giampaolo Ferraioli, Alfred Stein
, Luís Gómez Déniz
:
Polarization Optimization for the Detection of Multiple Persistent Scatterers Using SAR Tomography. Remote. Sens. 14(9): 1960 (2022) - [j87]Anurag Kulshrestha
, Ling Chang
, Alfred Stein
:
Use of LSTM for Sinkhole-Related Anomaly Detection and Classification of InSAR Deformation Time Series. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 4559-4570 (2022) - [c18]Bin Zhang, Ling Chang, Alfred Stein:
Assessment of Persistent Scatterers Behaviour in Co-Polarimetric PAZ Data with Model-Backfeed Method. IGARSS 2022: 735-738 - 2021
- [j86]Mariana Belgiu, Wietske Bijker
, Ovidiu Csillik
, Alfred Stein:
Phenology-based sample generation for supervised crop type classification. Int. J. Appl. Earth Obs. Geoinformation 95: 102264 (2021) - [j85]Ling Chang
, Alfred Stein:
Exploring PAZ co-polarimetric SAR data for surface movement mapping and scattering characterization. Int. J. Appl. Earth Obs. Geoinformation 96: 102280 (2021) - [j84]Ling Chang
, Alfred Stein:
Corrigendum to "Exploring PAZ co-polarimetric SAR data for surface movement mapping and scattering characterization". [Int. J. Appl. Earth Observ. Geoinform. 96 (2021) 102280]. Int. J. Appl. Earth Obs. Geoinformation 97: 102300 (2021) - [j83]Anurag Kulshrestha
, Ling Chang
, Alfred Stein
:
Sinkhole Scanner: A New Method to Detect Sinkhole-Related Spatio-Temporal Patterns in InSAR Deformation Time Series. Remote. Sens. 13(15): 2906 (2021) - [j82]Die Zhang
, Yong Ge, Alfred Stein, Wen-Bin Zhang
:
Ranking of VGI contributor reputation using an evaluation-based weighted pagerank. Trans. GIS 25(3): 1439-1459 (2021) - [j81]Vera van Zoest
, Jasper van Buul, Frank B. Osei, Alfred Stein:
A note on the propagation of positional uncertainty in environmental models. Trans. GIS 25(6): 3119-3131 (2021) - [c17]Mariana Belgiu, Michael T. Marshall
, Mirco Boschetti, Monica Pepe, Alfred Stein, Caroline Lievens:
HyNutri: Estimating the Nutritional Composition of Wheat from Multi-Temporal Prisma Data. IGARSS 2021: 471-474 - [c16]Wufan Zhao, Claudio Persello, Alfred Stein:
End-to-End Roofline Extraction from Very-High-Resolution Remote Sensing Images. IGARSS 2021: 2783-2786 - [c15]Bin Zhang, Ling Chang, Alfred Stein:
Revealing Long-Term Deformation Time Series of Radar Scatterers Using Multi-Sensor SAR Data. IGARSS 2021: 5187-5190 - [c14]Sina Mohammadi, Mariana Belgiu, Alfred Stein:
3D Fully Convolutional Neural Networks with Intersection over Union Loss for Crop Mapping from Multi-Temporal Satellite Images. IGARSS 2021: 5834-5837 - [i3]Sina Mohammadi, Mariana Belgiu, Alfred Stein:
3D Fully Convolutional Neural Networks with Intersection Over Union Loss for Crop Mapping from Multi-Temporal Satellite Images. CoRR abs/2102.07280 (2021) - 2020
- [j80]Mohsen Nabil
, Miao Zhang, José Bofana
, Bingfang Wu, Alfred Stein, Taifeng Dong, Hongwei Zeng, Jiali Shang:
Assessing factors impacting the spatial discrepancy of remote sensing based cropland products: A case study in Africa. Int. J. Appl. Earth Obs. Geoinformation 85 (2020) - [j79]Mengmeng Li
, Alfred Stein, Kirsten M. de Beurs:
A Bayesian characterization of urban land use configurations from VHR remote sensing images. Int. J. Appl. Earth Obs. Geoinformation 92: 102175 (2020) - [j78]Jinfeng Wang, Bingbo Gao, Alfred Stein:
The spatial statistic trinity: A generic framework for spatial sampling and inference. Environ. Model. Softw. 134: 104835 (2020) - [j77]Vera van Zoest
, Frank B. Osei, Gerard Hoek, Alfred Stein:
Spatio-temporal regression kriging for modelling urban NO2 concentrations. Int. J. Geogr. Inf. Sci. 34(5): 851-865 (2020) - [j76]Jose Morales
, Alfred Stein, Johannes Flacke, Jaap Zevenbergen:
Predictive land value modelling in Guatemala City using a geostatistical approach and Space Syntax. Int. J. Geogr. Inf. Sci. 34(7): 1451-1474 (2020) - [j75]Ge Qiu
, Yuhai Bao, Xuchao Yang
, Chen Wang, Tingting Ye, Alfred Stein
, Peng Jia
:
Local Population Mapping Using a Random Forest Model Based on Remote and Social Sensing Data: A Case Study in Zhengzhou, China. Remote. Sens. 12(10): 1618 (2020) - [j74]Shashwat Shukla
, Valentyn A. Tolpekin, Shashi Kumar
, Alfred Stein
:
Investigating the Retention of Solar Wind Implanted Helium-3 on the Moon from the Analysis of Multi-Wavelength Remote Sensing Data. Remote. Sens. 12(20): 3350 (2020) - [j73]Mengmeng Li
, Alfred Stein
:
Mapping Land Use from High Resolution Satellite Images by Exploiting the Spatial Arrangement of Land Cover Objects. Remote. Sens. 12(24): 4158 (2020) - [j72]Milad Mahour
, Valentyn A. Tolpekin, Alfred Stein
:
Automatic Detection of Individual Trees from VHR Satellite Images Using Scale-Space Methods. Sensors 20(24): 7194 (2020) - [c13]Wufan Zhao, Claudio Persello, Alfred Stein:
Building Instance Segmentation and Boundary Regularization from High-Resolution Remote Sensing Images. IGARSS 2020: 3916-3919
2010 – 2019
- 2019
- [j71]Verónica Andreo
, Mariana Belgiu, Diana Brito Hoyos, Frank B. Osei, Cecilia Provensal, Alfred Stein:
Rodents and satellites: Predicting mice abundance and distribution with Sentinel-2 data. Ecol. Informatics 51: 157-167 (2019) - [j70]Zian Cheng
, Xiaoping Pang, Xi Zhao
, Alfred Stein
:
Heat Flux Sources Analysis to the Ross Ice Shelf Polynya Ice Production Time Series and the Impact of Wind Forcing. Remote. Sens. 11(2): 188 (2019) - [j69]Mariana Belgiu
, Alfred Stein
:
Spatiotemporal Image Fusion in Remote Sensing. Remote. Sens. 11(7): 818 (2019) - [j68]Adugna G. Mullissa
, Claudio Persello
, Alfred Stein
:
PolSARNet: A Deep Fully Convolutional Network for Polarimetric SAR Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(12): 5300-5309 (2019) - 2018
- [j67]Nafiseh Ghasemi, Valentyn A. Tolpekin, Alfred Stein:
A modified model for estimating tree height from PolInSAR with compensation for temporal decorrelation. Int. J. Appl. Earth Obs. Geoinformation 73: 313-322 (2018) - [j66]Yun Yang
, Alfred Stein
, Valentyn A. Tolpekin
, Yang Zhang:
High-Resolution Remote Sensing Image Classification Using Associative Hierarchical CRF Considering Segmentation Quality. IEEE Geosci. Remote. Sens. Lett. 15(5): 754-758 (2018) - [j65]Nafiseh Ghasemi
, Valentyn A. Tolpekin
, Alfred Stein
:
Assessment of Forest Above-Ground Biomass Estimation from PolInSAR in the Presence of Temporal Decorrelation. Remote. Sens. 10(6): 815 (2018) - [j64]Nitin Bhatia
, Valentyn A. Tolpekin
, Alfred Stein
, Ils Reusen
:
Estimation of AOD Under Uncertainty: An Approach for Hyperspectral Airborne Data. Remote. Sens. 10(6): 947 (2018) - [j63]Ratna Sari Dewi
, Wietske Bijker
, Alfred Stein
, Muh Aris Marfai:
Transferability and Upscaling of Fuzzy Classification for Shoreline Change over 30 Years. Remote. Sens. 10(9): 1377 (2018) - [j62]Sayan Mukhopadhaya
, Anil Kumar, Alfred Stein
:
FCM Approach of Similarity and Dissimilarity Measures with α-Cut for Handling Mixed Pixels. Remote. Sens. 10(11): 1707 (2018) - [j61]Alfred Stein
, Yong Ge, Inger Fabris-Rotelli
:
Introduction to the Special Issue "Uncertainty in Remote Sensing Image Analysis". Remote. Sens. 10(12): 1975 (2018) - [j60]Nafiseh Ghasemi
, Valentyn A. Tolpekin
, Alfred Stein
:
Estimating Tree Heights Using Multibaseline PolInSAR Data With Compensation for Temporal Decorrelation, Case Study: AfriSAR Campaign Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(10): 3464-3477 (2018) - [j59]Adugna G. Mullissa
, Daniele Perissin
, Valentyn A. Tolpekin
, Alfred Stein
:
Polarimetry-Based Distributed Scatterer Processing Method for PSI Applications. IEEE Trans. Geosci. Remote. Sens. 56(6): 3371-3382 (2018) - [j58]John Ray Bergado
, Claudio Persello
, Alfred Stein
:
Recurrent Multiresolution Convolutional Networks for VHR Image Classification. IEEE Trans. Geosci. Remote. Sens. 56(11): 6361-6374 (2018) - [c12]John Ray Bergado
, Claudio Persello
, Alfred Stein:
Fusenet: End- to-End Multispectral Vhr Image Fusion and Classification. IGARSS 2018: 2091-2094 - [i2]John Ray Bergado, Claudio Persello, Alfred Stein:
Recurrent Multiresolution Convolutional Networks for VHR Image Classification. CoRR abs/1806.05793 (2018) - 2017
- [j57]Adugna G. Mullissa
, Valentyn A. Tolpekin, Alfred Stein, Daniele Perissin:
Polarimetric differential SAR interferometry in an arid natural environment. Int. J. Appl. Earth Obs. Geoinformation 59: 9-18 (2017) - [j56]Adugna G. Mullissa
, Valentyn A. Tolpekin, Alfred Stein:
Scattering property based contextual PolSAR speckle filter. Int. J. Appl. Earth Obs. Geoinformation 63: 78-89 (2017) - [j55]Claudio Persello
, Alfred Stein:
Deep Fully Convolutional Networks for the Detection of Informal Settlements in VHR Images. IEEE Geosci. Remote. Sens. Lett. 14(12): 2325-2329 (2017) - [j54]Ratna Sari Dewi
, Wietske Bijker
, Alfred Stein
:
Change Vector Analysis to Monitor the Changes in Fuzzy Shorelines. Remote. Sens. 9(2): 147 (2017) - [j53]Ratna Sari Dewi
, Wietske Bijker
, Alfred Stein
:
Comparing Fuzzy Sets and Random Sets to Model the Uncertainty of Fuzzy Shorelines. Remote. Sens. 9(9): 885 (2017) - [j52]Jiao Wang, Peng Jia
, Diego F. Cuadros, Min Xu, Xianliang Wang
, Weidong Guo, Boris A. Portnov, Yuhai Bao, Yushan Chang, Genxin Song, Nan Chen, Alfred Stein
:
A Remote Sensing Data Based Artificial Neural Network Approach for Predicting Climate-Sensitive Infectious Disease Outbreaks: A Case Study of Human Brucellosis. Remote. Sens. 9(10): 1018 (2017) - [j51]Nicholus Mboga, Claudio Persello
, John Ray Bergado
, Alfred Stein
:
Detection of Informal Settlements from VHR Images Using Convolutional Neural Networks. Remote. Sens. 9(11): 1106 (2017) - [j50]Mengmeng Li
, Kirsten M. de Beurs, Alfred Stein, Wietske Bijker
:
Incorporating Open Source Data for Bayesian Classification of Urban Land Use From VHR Stereo Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(11): 4930-4943 (2017) - [j49]Hossein Sheikhian, Mahmoud Reza Delavar, Alfred Stein:
A GIS-based multi-criteria seismic vulnerability assessment using the integration of granular computing rule extraction and artificial neural networks. Trans. GIS 21(6): 1237-1259 (2017) - [c11]Nicholus Mboga, Claudio Persello
, John Ray Bergado
, Alfred Stein:
Detection of informal settlements from VHR satellite images using convolutional neural networks. IGARSS 2017: 5169-5172 - 2016
- [j48]Mengmeng Li
, Alfred Stein, Wietske Bijker
, Qingming Zhan:
Region-based urban road extraction from VHR satellite images using Binary Partition Tree. Int. J. Appl. Earth Obs. Geoinformation 44: 217-225 (2016) - [j47]Vandita Srivastava, Alfred Stein, David G. Rossiter
, P. K. Garg, R. D. Garg
:
Simulated Annealing With Variogram-Based Optimization to Quantify Spatial Patterns of Trees Extracted From High-Resolution Images. IEEE Geosci. Remote. Sens. Lett. 13(8): 1084-1088 (2016) - [j46]Ratna Sari Dewi
, Wietske Bijker
, Alfred Stein
, Muh Aris Marfai:
Fuzzy Classification for Shoreline Change Monitoring in a Part of the Northern Coastal Area of Java, Indonesia. Remote. Sens. 8(3): 190 (2016) - [j45]Yong Ge, Yu Jiang, Yuehong Chen
, Alfred Stein
, Dong Jiang
, Yuanxin Jia
:
Designing an Experiment to Investigate Subpixel Mapping as an Alternative Method to Obtain Land Use/Land Cover Maps. Remote. Sens. 8(5): 360 (2016) - [j44]Yong Ge, Yuehong Chen, Alfred Stein, Sanping Li, Jianlong Hu:
Enhanced Subpixel Mapping With Spatial Distribution Patterns of Geographical Objects. IEEE Trans. Geosci. Remote. Sens. 54(4): 2356-2370 (2016) - [j43]Divyani Kohli
, Alfred Stein, Richard Sliuzas
:
Uncertainty analysis for image interpretations of urban slums. Comput. Environ. Urban Syst. 60: 37-49 (2016) - [c10]Mengmeng Li
, Alfred Stein, Wietske Bijker
:
Urban land use extraction from very high resolution remote sensing images by bayesian network. IGARSS 2016: 3334-3337 - [c9]Lei Xu, Xi Zhao, Xiaoping Pang, Alfred Stein, Qing Ji:
Sensitivity analysis of the long-term trend in Antarctic sea ice extent. IGARSS 2016: 4868-4871 - 2015
- [j42]Chen Zeng
, Yaolin Liu, Alfred Stein, Limin Jiao:
Characterization and spatial modeling of urban sprawl in the Wuhan Metropolitan Area, China. Int. J. Appl. Earth Obs. Geoinformation 34: 10-24 (2015) - [j41]Muhammad Imran
, Alfred Stein, Raúl Zurita-Milla
:
Using geographically weighted regression kriging for crop yield mapping in West Africa. Int. J. Geogr. Inf. Sci. 29(2): 234-257 (2015) - [j40]Nitin Bhatia
, Valentyn A. Tolpekin, Ils Reusen
, Sindy Sterckx, Jan Biesemans, Alfred Stein:
Sensitivity of Reflectance to Water Vapor and Aerosol Optical Thickness. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 3199-3208 (2015) - [j39]Tianjun Wu, Yong Ge, Jianghao Wang, Alfred Stein, Yongze Song
, Yunyan Du, Jiang-Hong Ma:
A WTLS-Based Method for Remote Sensing Imagery Registration. IEEE Trans. Geosci. Remote. Sens. 53(1): 102-116 (2015) - [i1]Songnian Li, Suzana Dragicevic, François Anton, Monika Sester, Stephan Winter, Arzu Çöltekin, Christopher James Pettit, Bin Jiang, James Haworth, Alfred Stein, Tao Cheng:
Geospatial Big Data Handling Theory and Methods: A Review and Research Challenges. CoRR abs/1511.03010 (2015) - 2014
- [j38]Muhammad Imran
, Alfred Stein, Raúl Zurita-Milla
:
Investigating rural poverty and marginality in Burkina Faso using remote sensing-based products. Int. J. Appl. Earth Obs. Geoinformation 26: 322-334 (2014) - [j37]Xi Zhao
, Alfred Stein, Xiang Zhang, Lian Feng
, Xiaoling Chen:
Variation analysis of lake extension in space and time from MODIS images using random sets. Int. J. Appl. Earth Obs. Geoinformation 30: 86-97 (2014) - [j36]Alfred Stein:
Spatial Mathematics, Theory and Practice through Mapping, S.L. Arlinghaus, J.J. Kerski. CRC Press/Taylor & Francis, London (2013). Int. J. Appl. Earth Obs. Geoinformation 33: 342 (2014) - [j35]Yaseen T. Mustafa
, Valentyn A. Tolpekin, Alfred Stein:
Improvement of Spatio-temporal Growth Estimates in Heterogeneous Forests Using Gaussian Bayesian Networks. IEEE Trans. Geosci. Remote. Sens. 52(8): 4980-4991 (2014) - [c8]Nitin Bhatia, Jan Biesemans, Valentyn A. Tolpekin, Ils Reusen
, Sindy Sterckx, Alfred Stein:
Optimizing the range of atmospheric condition parameters to avoid over and under-estimation of uncertainty. WHISPERS 2014: 1-4 - [c7]Nitin Bhatia, Jan Biesemans, Valentyn A. Tolpekin, Ils Reusen
, Sindy Sterckx, Alfred Stein:
Global sensitivity analysis of water vapour and visibility for atmospheric correction. WHISPERS 2014: 1-4 - 2013
- [j34]Gerard B. M. Heuvelink, Edzer J. Pebesma
, Alfred Stein:
Spatial statistics for mapping the environment. Int. J. Appl. Earth Obs. Geoinformation 22: 1-2 (2013) - [j33]Muhammad Yaseen, Nicholas A. S. Hamm
, Tsehaie Woldai, Valentyn A. Tolpekin, Alfred Stein:
Local interpolation of coseismic displacements measured by InSAR. Int. J. Appl. Earth Obs. Geoinformation 23: 1-17 (2013) - [j32]Coco M. Rulinda, Alfred Stein, Ulan D. Turdukulov
:
Visualizing and quantifying the movement of vegetative drought using remote-sensing data and GIS. Int. J. Geogr. Inf. Sci. 27(8): 1481-1496 (2013) - [j31]Daoqin Tong, Wei-Hua Lin, Alfred Stein:
Integrating the Directional Effect of Traffic into Geostatistical Approaches for Travel Time Estimation. Int. J. Intell. Transp. Syst. Res. 11(3): 101-112 (2013) - [j30]Santosh Hiremath, Valentyn A. Tolpekin, Gerie W. A. M. van der Heijden, Alfred Stein:
Segmentation of Rumex obtusifolius using Gaussian Markov random fields. Mach. Vis. Appl. 24(4): 845-854 (2013) - [j29]Divyani Kohli
, Pankaj Warwadekar, Norman Kerle
, Richard Sliuzas
, Alfred Stein
:
Transferability of Object-Oriented Image Analysis Methods for Slum Identification. Remote. Sens. 5(9): 4209-4228 (2013) - [j28]Wenxiu Gao, Alfred Stein, Li Yang, Ying Wang, Hui Fang:
Improving Representation of Land-use Maps Derived from Object-oriented Image Classification. Trans. GIS 17(3): 387-405 (2013) - [j27]Liang Zhou, Alfred Stein:
Application of random sets to model uncertainty of road polygons extracted from airborne laser points. Comput. Environ. Urban Syst. 41: 289-298 (2013) - 2012
- [j26]Juan Ardila, Wietske Bijker
, Valentyn A. Tolpekin, Alfred Stein:
Context-sensitive extraction of tree crown objects in urban areas using VHR satellite images. Int. J. Appl. Earth Obs. Geoinformation 15: 57-69 (2012) - [j25]Y. Zhang, Nicholas A. S. Hamm
, Nirvana Meratnia, Alfred Stein, Marlies Van de Voort, Paul J. M. Havinga:
Statistics-based outlier detection for wireless sensor networks. Int. J. Geogr. Inf. Sci. 26(8): 1373-1392 (2012) - [j24]Yaseen T. Mustafa
, Valentyn A. Tolpekin, Alfred Stein:
Application of the Expectation Maximization Algorithm to Estimate Missing Values in Gaussian Bayesian Network Modeling for Forest Growth. IEEE Trans. Geosci. Remote. Sens. 50(5-2): 1821-1831 (2012) - [j23]Divyani Kohli
, Richard Sliuzas
, Norman Kerle
, Alfred Stein:
An ontology of slums for image-based classification. Comput. Environ. Urban Syst. 36(2): 154-163 (2012) - [c6]