Defining an optimal size of support for remote sensing investigations. - Peter M. Atkinson; Paul J. Curran (IEEE Trans. Geosci. Remote. Sens., 1995)

Super-resolution target identification from remotely sensed images using a Hopfield neural network. - Andrew J. Tatem; Hugh G. Lewis; Peter M. Atkinson; Mark S. Nixon (IEEE Trans. Geosci. Remote. Sens., 2001)

Surface Modelling: What's the Point? - Peter M. Atkinson (Trans. GIS, 2002)

Non-stationary Approaches for Mapping Terrain and Assessing Prediction Uncertainty. - Christopher D. Lloyd; Peter M. Atkinson (Trans. GIS, 2002)

Super-resolution mapping of the shoreline through soft classification analyses. - Giles M. Foody; A. M. Muslim; Peter M. Atkinson (IGARSS, 2003)

The combined effect of spatial resolution and measurement uncertainty on the accuracy of empirical atmospheric correction. - Nicholas A. S. Hamm; Peter M. Atkinson; Edward J. Milton (IGARSS, 2003)

Relating SAR image texture and backscatter to tropical forest biomass. - Tatiana Mora Kuplich; Paul J. Curran; Peter M. Atkinson (IGARSS, 2003)

Sensitivity of a flood inundation model to spatially-distributed friction. - Matthew D. Wilson; Peter M. Atkinson (IGARSS, 2003)

Increasing the spatial resolution of agricultural land cover maps using a Hopfield neural network. - Andrew J. Tatem; Hugh G. Lewis; Peter M. Atkinson; Mark S. Nixon (Int. J. Geogr. Inf. Sci., 2003)

Superresolution mapping using a Hopfield neural network with lidar data. - Minh Q. Nguyen; Peter M. Atkinson; Hugh G. Lewis (IEEE Geosci. Remote. Sens. Lett., 2005)

Deriving ground surface digital elevation models from LiDAR data with geostatistics. - Christopher D. Lloyd; Peter M. Atkinson (Int. J. Geogr. Inf. Sci., 2006)

Superresolution mapping using a hopfield neural network with fused images. - Minh Q. Nguyen; Peter M. Atkinson; Hugh G. Lewis (IEEE Trans. Geosci. Remote. Sens., 2006)

Texture classification of Mediterranean land cover. - Süha Berberoglu; Paul J. Curran; Christopher D. Lloyd; Peter M. Atkinson (Int. J. Appl. Earth Obs. Geoinformation, 2007)

Non-stationary variogram models for geostatistical sampling optimisation: An empirical investigation using elevation data. - Peter M. Atkinson; Christopher D. Lloyd (Comput. Geosci., 2007)

A local space-time kriging approach applied to a national outpatient malaria data set. - Peter W. Gething; Peter M. Atkinson; A. M. Noor; P. W. Gikandi; Simon I. Hay; Mark S. Nixon (Comput. Geosci., 2007)

Modelling the semivariograms and cross-semivariograms required in downscaling cokriging by numerical convolution-deconvolution. - Eulogio Pardo-Igúzquiza; Peter M. Atkinson (Comput. Geosci., 2007)

A linearised pixel-swapping method for mapping rural linear land cover features from fine spatial resolution remotely sensed imagery. - M. W. Thornton; Peter M. Atkinson; D. A. Holland (Comput. Geosci., 2007)

A quantitative approach for classifying fish otolith strontium: Calcium sequences into environmental histories. - Richard D. Hedger; Peter M. Atkinson; Isabel Thibault; Julian J. Dodson (Ecol. Informatics, 2008)

Parameter exploration of the raster space activity bundle simulation. - Yong Yang; Peter M. Atkinson (J. Geogr. Syst., 2008)

Downscaling Cokriging for Super-Resolution Mapping of Continua in Remotely Sensed Images. - Peter M. Atkinson; Eulogio Pardo-Igúzquiza; Mario Chica-Olmo (IEEE Trans. Geosci. Remote. Sens., 2008)

Terrestrial vegetation phenology from MODIS and MERIS. - Jeganathan Chockalingam; Sangram Ganguly; Jadu Dash; Mark A. Friedl; Peter M. Atkinson (IGARSS, 2010)

DSCOKRI: A library of computer programs for downscaling cokriging in support of remote sensing applications. - Eulogio Pardo-Igúzquiza; Peter M. Atkinson; Mario Chica-Olmo (Comput. Geosci., 2010)

Evaluating a thermal image sharpening model over a mixed agricultural landscape in India. - Jeganathan Chockalingam; Nicholas A. S. Hamm; S. Mukherjee; Peter M. Atkinson; P. L. N. Raju; V. K. Dadhwal (Int. J. Appl. Earth Obs. Geoinformation, 2011)

A combined spectral and object-based approach to transparent cloud removal in an operational setting for Landsat ETM+. - Gary R. Watmough; Peter M. Atkinson; Craig W. Hutton (Int. J. Appl. Earth Obs. Geoinformation, 2011)

Spatio-temporal analysis of tree height in a young cork oak plantation. - Luigi Sedda; Peter M. Atkinson; M. R. Filigheddu; G. Cotzia; S. Dettori (Int. J. Geogr. Inf. Sci., 2011)

Imputing censored data with desirable spatial covariance function properties using simulated annealing. - Luigi Sedda; Peter M. Atkinson; Emanuele Barca; Giuseppe Passarella (J. Geogr. Syst., 2012)

Downscaling in remote sensing. - Peter M. Atkinson (Int. J. Appl. Earth Obs. Geoinformation, 2013)

Estimating the spatial distribution of the population of Riyadh, Saudi Arabia using remotely sensed built land cover and height data. - Mohammed Alahmadi; Peter M. Atkinson; David J. Martin 002 (Comput. Environ. Urban Syst., 2013)

Propagation of vertical and horizontal source data errors into a TIN with linear interpolation. - Lei Fan 003; Joel A. Smethurst; Peter M. Atkinson; William Powrie (Int. J. Geogr. Inf. Sci., 2014)

Modelling the Risk of Highly Pathogenic Avian Influenza H5N1 in Wild Birds and Poultry of China. - Ping Zhang; Peter M. Atkinson (GRMSE, 2015)

Thematically Analysing Social Network Content During Disasters Through the Lens of the Disaster Management Lifecycle. - Sophie Parsons; Peter M. Atkinson; Elena Simperl; Mark J. Weal (WWW (Companion Volume), 2015)

Spatiotemporal variation in the terrestrial vegetation phenology of Iraq and its relation with elevation. - Sarchil H. Qader; Peter M. Atkinson; Jadunandan Dash (Int. J. Appl. Earth Obs. Geoinformation, 2015)

Error in target-based georeferencing and registration in terrestrial laser scanning. - Lei Fan 003; Joel A. Smethurst; Peter M. Atkinson; William Powrie (Comput. Geosci., 2015)

Accuracy of Digital Elevation Models Derived From Terrestrial Laser Scanning Data. - Lei Fan 003; Peter M. Atkinson (IEEE Geosci. Remote. Sens. Lett., 2015)

A Multiple-Mapping Kernel for Hyperspectral Image Classification. - Liguo Wang 001; Siyuan Hao; Qunming Wang; Peter M. Atkinson (IEEE Geosci. Remote. Sens. Lett., 2015)

Spatiotemporal Variation in Mangrove Chlorophyll Concentration Using Landsat 8. - Julio Pastor-Guzman; Peter M. Atkinson; Jadunandan Dash; Rodolfo Rioja-Nieto (Remote. Sens., 2015)

Characterising the Land Surface Phenology of Europe Using Decadal MERIS Data. - Victor F. Rodriguez-Galiano; Jadunandan Dash; Peter M. Atkinson (Remote. Sens., 2015)

Spatiotemporal Variation in Surface Urban Heat Island Intensity and Associated Determinants across Major Chinese Cities. - Juan Wang; Bo Huang 001; Dongjie Fu; Peter M. Atkinson (Remote. Sens., 2015)

Land Cover Change Detection at Subpixel Resolution With a Hopfield Neural Network. - Qunming Wang; Wenzhong Shi; Peter M. Atkinson; Zhongbin Li (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Indicator Cokriging-Based Subpixel Mapping Without Prior Spatial Structure Information. - Qunming Wang; Peter M. Atkinson; Wenzhong Shi (IEEE Trans. Geosci. Remote. Sens., 2015)

Fast Subpixel Mapping Algorithms for Subpixel Resolution Change Detection. - Qunming Wang; Peter M. Atkinson; Wenzhong Shi (IEEE Trans. Geosci. Remote. Sens., 2015)

Looking back and looking forwards: Historical and future trends in sea surface temperature (SST) in the Indo-Pacific region from 1982 to 2100. - Idham Khalil; Peter M. Atkinson; Peter G. Challenor (Int. J. Appl. Earth Obs. Geoinformation, 2016)

A multiple-point spatially weighted k-NN method for object-based classification. - Yunwei Tang; Linhai Jing; Hui Li 008; Peter M. Atkinson (Int. J. Appl. Earth Obs. Geoinformation, 2016)

A systematic review of vegetation phenology in Africa. - Tracy Adole; Jadu Dash; Peter M. Atkinson (Ecol. Informatics, 2016)

Novel shape indices for vector landscape pattern analysis. - Ce Zhang 005; Peter M. Atkinson (Int. J. Geogr. Inf. Sci., 2016)

Anisotropy Characteristics of Exposed Gravel Beds Revealed in High-Point-Density Airborne Laser Scanning Data. - Guo-Hao Huang; Chi-Kuei Wang; Fu-Chun Wu; Peter M. Atkinson (IEEE Geosci. Remote. Sens. Lett., 2016)

A Comparison of Small-Area Population Estimation Techniques Using Built-Area and Height Data, Riyadh, Saudi Arabia. - Mohammed Alahmadi; Peter M. Atkinson; David J. Martin 002 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Classification of Vegetation Type in Iraq Using Satellite-Based Phenological Parameters. - Sarchil H. Qader; Jadunandan Dash; Peter M. Atkinson; Victor F. Rodriguez-Galiano (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Spatiotemporal Subpixel Mapping of Time-Series Images. - Qunming Wang; Wenzhong Shi; Peter M. Atkinson (IEEE Trans. Geosci. Remote. Sens., 2016)

A New Geostatistical Solution to Remote Sensing Image Downscaling. - Qunming Wang; Wenzhong Shi; Peter M. Atkinson; Eulogio Pardo-Igúzquiza (IEEE Trans. Geosci. Remote. Sens., 2016)

RECENT trends in the land surface phenology of africa observed at a fine spatial scale. - Tracy Adole; Jadunandan Dash; Peter M. Atkinson (IGARSS, 2017)

Inference and Discovery in Remote Sensing Data with Features Extracted Using Deep Networks. - Isabel Sargent; Jonathon S. Hare; David Young; Olivia Wilson; Charis Doidge; David Holland; Peter M. Atkinson (SGAI Conf., 2017)

Updating Landsat-based forest cover maps with MODIS images using multiscale spectral-spatial-temporal superresolution mapping. - Yihang Zhang 001; Xiaodong Li 006; Feng Ling; Peter M. Atkinson; Yong Ge; Lingfei Shi; Yun Du (Int. J. Appl. Earth Obs. Geoinformation, 2017)

Reconstructing Historical Land Cover Type and Complexity by Synergistic Use of Landsat Multispectral Scanner and CORONA. - Amir Reza Shahtahmassebi; Yue Lin 004; Lin Lin; Peter M. Atkinson; Nathan J. Moore; Ke Wang 016; Shan He; Lingyan Huang; Jiexia Wu; Zhangquan Shen; Muye Gan; Xinyu Zheng; et al. (Remote. Sens., 2017)

Spectral-Spatial Adaptive Area-to-Point Regression Kriging for MODIS Image Downscaling. - Yihang Zhang 001; Peter M. Atkinson; Feng Ling; Qunming Wang; Xiaodong Li 006; Lingfei Shi; Yun Du (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Enhancing Spatio-Temporal Fusion of MODIS and Landsat Data by Incorporating 250 m MODIS Data. - Qunming Wang; Yihang Zhang 001; Alex Okiemute Onojeghuo; Xiaolin Zhu 001; Peter M. Atkinson (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Approximate Area-to-Point Regression Kriging for Fast Hyperspectral Image Sharpening. - Qunming Wang; Wenzhong Shi; Peter M. Atkinson; Qi Wei 002 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Fusion of Landsat 8 OLI and Sentinel-2 MSI Data. - Qunming Wang; George Alan Blackburn; Alex Okiemute Onojeghuo; Jadunandan Dash; Lingquan Zhou; Yihang Zhang 001; Peter M. Atkinson (IEEE Trans. Geosci. Remote. Sens., 2017)

Learning-Based Spatial-Temporal Superresolution Mapping of Forest Cover With MODIS Images. - Yihang Zhang 001; Peter M. Atkinson; Xiaodong Li 006; Feng Ling; Qunming Wang; Yun Du (IEEE Trans. Geosci. Remote. Sens., 2017)

Multisource and Multitemporal Data Fusion in Remote Sensing. - Pedram Ghamisi; Behnood Rasti; Naoto Yokoya; Qunming Wang; Bernhard Höfle; Lorenzo Bruzzone; Francesca Bovolo; Mingmin Chi; Katharina Anders; Richard Gloaguen; Peter M. Atkinson; Jón Atli Benediktsson (CoRR, 2018)

A Massively Parallel Deep Rule-Based Ensemble Classifier for Remote Sensing Scenes. - Xiaowei Gu 001; Plamen P. Angelov; Ce Zhang 005; Peter M. Atkinson (IEEE Geosci. Remote. Sens. Lett., 2018)

Downscaling AMSR-2 Soil Moisture Data With Geographically Weighted Area-to-Area Regression Kriging. - Yan Jin 004; Yong Ge; Jianghao Wang; Yuehong Chen; Gerard B. M. Heuvelink; Peter M. Atkinson (IEEE Trans. Geosci. Remote. Sens., 2018)

VPRS-Based Regional Decision Fusion of CNN and MRF Classifications for Very Fine Resolution Remotely Sensed Images. - Ce Zhang 005; Isabel Sargent; Xin Pan; Andy Gardiner; Jonathon S. Hare; Peter M. Atkinson (IEEE Trans. Geosci. Remote. Sens., 2018)

Future Extreme Climate Prediction in Western Jilin Province Based on Statistical DownScaling Model. - Ping Zhang; Demin Yin; Peter M. Atkinson (IGARSS, 2019)

Full year crop monitoring and separability assessment with fully-polarimetric L-band UAVSAR: A case study in the Sacramento Valley, California. - Huapeng Li; Ce Zhang 005; Shuqing Zhang; Peter M. Atkinson (Int. J. Appl. Earth Obs. Geoinformation, 2019)

Three-Fold Urban Expansion in Saudi Arabia from 1992 to 2013 Observed Using Calibrated DMSP-OLS Night-Time Lights Imagery. - Mohammed Alahmadi; Peter M. Atkinson (Remote. Sens., 2019)

An Iterative Coarse-to-Fine Sub-Sampling Method for Density Reduction of Terrain Point Clouds. - Lei Fan 003; Peter M. Atkinson (Remote. Sens., 2019)

A hybrid OSVM-OCNN Method for Crop Classification from Fine Spatial Resolution Remotely Sensed Imagery. - Huapeng Li; Ce Zhang 005; Shuqing Zhang; Peter M. Atkinson (Remote. Sens., 2019)

Dramatic Loss of Agricultural Land Due to Urban Expansion Threatens Food Security in the Nile Delta, Egypt. - Taher M. Radwan; George Alan Blackburn; J. Duncan Whyatt; Peter M. Atkinson (Remote. Sens., 2019)

Downscaling Gridded DEMs Using the Hopfield Neural Network. - Minh Q. Nguyen; Thi Thu Huong Nguyen; Phu Hien La; Hugh G. Lewis; Peter M. Atkinson (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

Crop classification from full-year fully-polarimetric L-band UAVSAR time-series using the Random Forest algorithm. - Huapeng Li; Ce Zhang 005; Shuqing Zhang; Peter M. Atkinson (Int. J. Appl. Earth Obs. Geoinformation, 2020)

Predicting soil organic carbon content in Spain by combining Landsat TM and ALOS PALSAR images. - Xia Wang; Yihang Zhang 001; Peter M. Atkinson; Huaiying Yao (Int. J. Appl. Earth Obs. Geoinformation, 2020)

COVID-19 Outbreak Prediction with Machine Learning. - Sina Ardabili; Amir Mosavi; Pedram Ghamisi; Filip Ferdinand; Annamária R. Várkonyi-Kóczy; Uwe Reuter; Timon Rabczuk; Peter M. Atkinson (Algorithms, 2020)

A Robust Imbalanced SAR Image Change Detection Approach Based on Deep Difference Image and PCANet. - Xinzheng Zhang 002; Hang Su; Ce Zhang 005; Peter M. Atkinson; Xiaoheng Tan; Xiaoping Zeng; Xin Jian (CoRR, 2020)

Robust Unsupervised Small Area Change Detection from SAR Imagery Using Deep Learning. - Xinzheng Zhang 002; Hang Su; Ce Zhang 005; Xiaowei Gu 001; Xiaoheng Tan; Peter M. Atkinson (CoRR, 2020)

Adjusting for Conditional Bias in Process Model Simulations of Hydrological Extremes: An Experiment Using the North Wyke Farm Platform. - Stelian Curceac; Peter M. Atkinson; Alice E. Milne; Lianhai Wu; Paul Harris 002 (Frontiers Artif. Intell., 2020)

Incorporating spatial association into statistical classifiers: local pattern-based prior tuning. - Hexiang Bai; Feng Cao; Peter M. Atkinson; Qian Chen 023; Jinfeng Wang 001; Yong Ge (Int. J. Geogr. Inf. Sci., 2020)

Two-Phase Object-Based Deep Learning for Multi-Temporal SAR Image Change Detection. - Xinzheng Zhang 002; Guo Liu; Ce Zhang 005; Peter M. Atkinson; Xiaoheng Tan; Xin Jian; Xichuan Zhou; Yongming Li 003 (Remote. Sens., 2020)

Quantifying the Effect of Registration Error on Spatio-Temporal Fusion. - Yijie Tang; Qunming Wang; Ka Zhang; Peter M. Atkinson (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Investigating the Influence of Registration Errors on the Patch-Based Spatio-Temporal Fusion Method. - Liguo Wang 001; Xiaoyi Wang; Qunming Wang; Peter M. Atkinson (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Information Loss-Guided Multi-Resolution Image Fusion. - Qunming Wang; Wenzhong Shi; Peter M. Atkinson (IEEE Trans. Geosci. Remote. Sens., 2020)

Iterative Deep Learning (IDL) for agricultural landscape classification using fine spatial resolution remotely sensed imagery. - Huapeng Li; Ce Zhang 005; Shuqing Zhang; Xiaohui Ding; Peter M. Atkinson (Int. J. Appl. Earth Obs. Geoinformation, 2021)

Filling gaps in Landsat ETM+ SLC-off images with Sentinel-2 MSI images. - Qunming Wang; Lanxing Wang; Chao Wei; Yanmin Jin; Zhongbin Li; Xiaohua Tong; Peter M. Atkinson (Int. J. Appl. Earth Obs. Geoinformation, 2021)

Ensembles of multiple spectral water indices for improving surface water classification. - Zhaofei Wen; Ce Zhang 005; Guofan Shao; Shengjun Wu; Peter M. Atkinson (Int. J. Appl. Earth Obs. Geoinformation, 2021)

A Scale Sequence Object-based Convolutional Neural Network (SS-OCNN) for crop classification from fine spatial resolution remotely sensed imagery. - Huapeng Li; Ce Zhang 005; Yong Zhang; Shuqing Zhang; Xiaohui Ding; Peter M. Atkinson (Int. J. Digit. Earth, 2021)

Modality motivation: Selection effects and motivational differences in students who choose to take courses online. - Peter M. Atkinson; Teomara Rutherford; Fernando Rodriguez; Justin F. Shaffer; Amanda J. Holton (Internet High. Educ., 2021)

Using Daily Nighttime Lights to Monitor Spatiotemporal Patterns of Human Lifestyle under COVID-19: The Case of Saudi Arabia. - Mohammed Alahmadi; Shawky Mansour; Nataraj Dasgupta; Ammar O. Abulibdeh; Peter M. Atkinson; David J. Martin 002 (Remote. Sens., 2021)

An Improved Index for Urban Population Distribution Mapping Based on Nighttime Lights (DMSP-OLS) Data: An Experiment in Riyadh Province, Saudi Arabia. - Mohammed Alahmadi; Shawky Mansour; David J. Martin 002; Peter M. Atkinson (Remote. Sens., 2021)

Estimating Artificial Impervious Surface Percentage in Asia by Fusing Multi-Temporal MODIS and VIIRS Nighttime Light Data. - Fanggang Li; Erzhu Li; Ce Zhang 005; Alim Samat; Wei Liu 095; Chunmei Li; Peter M. Atkinson (Remote. Sens., 2021)

The Role of Earth Observation in Achieving Sustainable Agricultural Production in Arid and Semi-Arid Regions of the World. - Sarchil Hama Qader; Jadu Dash; Victor A. Alegana; Nabaz R. Khwarahm; Andrew J. Tatem; Peter M. Atkinson (Remote. Sens., 2021)

Resilience of the Central Indian Forest Ecosystem to Rainfall Variability in the Context of a Changing Climate. - Beependra Singh; Jeganathan Chockalingam; Virendra Singh Rathore; Mukunda Dev Behera; Chandra Prakash Singh; Partha Sarathi Roy 002; Peter M. Atkinson (Remote. Sens., 2021)

Scale-Aware Neural Network for Semantic Segmentation of Multi-Resolution Remote Sensing Images. - Libo Wang; Ce Zhang 005; Rui Li 036; Chenxi Duan; Xiaoliang Meng; Peter M. Atkinson (Remote. Sens., 2021)

Spatial-Spectral Radial Basis Function-Based Interpolation for Landsat ETM+ SLC-Off Image Gap Filling. - Qunming Wang; Lanxing Wang; Zhongbin Li; Xiaohua Tong; Peter M. Atkinson (IEEE Trans. Geosci. Remote. Sens., 2021)

Object-Based Area-to-Point Regression Kriging for Pansharpening. - Yihang Zhang 001; Peter M. Atkinson; Feng Ling; Giles M. Foody; Qunming Wang; Yong Ge; Xiaodong Li 006; Yun Du (IEEE Trans. Geosci. Remote. Sens., 2021)

Explainable artificial intelligence: an analytical review. - Plamen P. Angelov; Eduardo A. Soares 001; Richard Jiang 001; Nicholas I. Arnold; Peter M. Atkinson (WIREs Data Mining Knowl. Discov., 2021)

Modeling the efficacy of different anti-angiogenic drugs on treatment of solid tumors using 3D computational modeling and machine learning. - Milad Mousavi; Mahsa Dehghan Manshadi; Madjid Soltani; Farshad Moradi Kashkooli; Arman Rahmim; Amir Mosavi; Michal Kvasnica; Peter M. Atkinson; Levente Kovács; Andras Koltay; Norbert Kiss; Hojjat Adeli (Comput. Biol. Medicine, 2022)

AI Security for Geoscience and Remote Sensing: Challenges and Future Trends. - Yonghao Xu; Tao Bai; Weikang Yu; Shizhen Chang; Peter M. Atkinson; Pedram Ghamisi (CoRR, 2022)

An automatic graph-based method for characterizing multichannel networks. - Yanhui Liu; Paul A. Carling; Yuanjian Wang; Enhui Jiang; Peter M. Atkinson (Comput. Geosci., 2022)

A Self-Training Hierarchical Prototype-based Ensemble Framework for Remote Sensing Scene Classification. - Xiaowei Gu 001; Ce Zhang 005; Qiang Shen 001; Jungong Han; Plamen P. Angelov; Peter M. Atkinson (Inf. Fusion, 2022)

MACU-Net for Semantic Segmentation of Fine-Resolution Remotely Sensed Images. - Rui Li 036; Chenxi Duan; Shunyi Zheng; Ce Zhang 005; Peter M. Atkinson (IEEE Geosci. Remote. Sens. Lett., 2022)

A Semi-Supervised Deep Rule-Based Approach for Complex Satellite Sensor Image Analysis. - Xiaowei Gu 001; Plamen P. Angelov; Ce Zhang 005; Peter M. Atkinson (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Forecasting of Built-Up Land Expansion in a Desert Urban Environment. - Shawky Mansour; Mohammed Alahmadi; Peter M. Atkinson; Ashraf M. Dewan (Remote. Sens., 2022)

Global GDP Prediction With Night-Lights and Transfer Learning. - Nathan Price; Peter M. Atkinson (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Semantic Segmentation of Terrestrial Laser Scanning Point Clouds Using Locally Enhanced Image-Based Geometric Representations. - Yuanzhi Cai; Lei Fan 003; Peter M. Atkinson; Cheng Zhang 015 (IEEE Trans. Geosci. Remote. Sens., 2022)

Multiattention Network for Semantic Segmentation of Fine-Resolution Remote Sensing Images. - Rui Li 036; Shunyi Zheng; Ce Zhang 005; Chenxi Duan; Jianlin Su; Libo Wang; Peter M. Atkinson (IEEE Trans. Geosci. Remote. Sens., 2022)

Geographically Weighted Spatial Unmixing for Spatiotemporal Fusion. - Kaidi Peng; Qunming Wang; Yijie Tang; Xiaohua Tong; Peter M. Atkinson (IEEE Trans. Geosci. Remote. Sens., 2022)

Real-Time Spatiotemporal Spectral Unmixing of MODIS Images. - Qunming Wang; Xinyu Ding; Xiaohua Tong; Peter M. Atkinson (IEEE Trans. Geosci. Remote. Sens., 2022)

SSA-SiamNet: Spectral-Spatial-Wise Attention-Based Siamese Network for Hyperspectral Image Change Detection. - Lifeng Wang 005; Liguo Wang 001; Qunming Wang; Peter M. Atkinson (IEEE Trans. Geosci. Remote. Sens., 2022)

Fast and Slow Changes Constrained Spatio-Temporal Subpixel Mapping. - Chengyuan Zhang 004; Qunming Wang; Ping Lu 010; Yong Ge; Peter M. Atkinson (IEEE Trans. Geosci. Remote. Sens., 2022)

Spatial Gated Multi-Layer Perceptron for Land Use and Land Cover Mapping. - Ali Jamali; Swalpa Kumar Roy; Danfeng Hong; Peter M. Atkinson; Pedram Ghamisi (CoRR, 2023)

Filling Then Spatio-Temporal Fusion for All-Sky MODIS Land Surface Temperature Generation. - Yijie Tang; Qunming Wang; Peter M. Atkinson (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

An Improved Explainable Point Cloud Classifier (XPCC). - Nicholas I. Arnold; Plamen Angelov 001; Peter M. Atkinson (IEEE Trans. Artif. Intell., 2023)

Downscaling satellite night-time lights imagery to support within-city applications using a spatially non-stationary model. - Nikolaos Tziokas; Ce Zhang 005; Garyfallos C. Drolias; Peter M. Atkinson (Int. J. Appl. Earth Obs. Geoinformation, 2023)

Incentive-based MARL Approach for Commons Dilemmas in Property-based Environments. - Lukasz Pelcner; Matheus Aparecido do Carmo Alves; Leandro Soriano Marcolino; Paula A. Harrison; Peter M. Atkinson (AAMAS, 2024)

Building Height Extraction from Monocular Off-Nadir Satellite Sensor Imagery. - Wenxu Shi; Qingyan Meng; Linlin Zhang; Jian Wang; Tingyuan Zhou; Peter M. Atkinson (IGARSS, 2024)

Unsupervised Multimodal Change Detection by Distilling Common and Discrepant Representations. - Jian Wang; Li Yan 003; Hong Xie 002; Tingyuan Zhou; Wenxu Shi; Peter M. Atkinson (IGARSS, 2024)

Incentive-Driven Multi-agent Reinforcement Learning Approach for Commons Dilemmas in Land-Use. - Lukasz Pelcner; Matheus Aparecido do Carmo Alves; Leandro Soriano Marcolino; Paula A. Harrison; Peter M. Atkinson (PRIMA, 2024)

Downscaling of nighttime light imagery with a spatially local estimation model using human activity-physical features. - Biyun Guo; Deyong Hu; Yan Liu; Qiming Zheng; Aixuan Lin; Peter M. Atkinson (Int. J. Appl. Earth Obs. Geoinformation, 2024)

Tracking hourly PM2.5 using geostationary satellite sensor images and multiscale spatiotemporal deep learning. - Zhige Wang; Ce Zhang 005; Su Ye; Rui Lu; Yulin Shangguan; Tingyuan Zhou; Peter M. Atkinson; Zhou Shi (Int. J. Appl. Earth Obs. Geoinformation, 2024)

A spatio-temporal unmixing with heterogeneity model for the identification of remotely sensed MODIS aerosols: Exemplified by the case of Africa. - Longshan Yang; Peng Luo 001; Zehua Zhang; Yongze Song; Kai Ren; Ce Zhang 005; Joseph L. Awange; Peter M. Atkinson; Liqiu Meng (Int. J. Appl. Earth Obs. Geoinformation, 2024)

Responsible AI for Earth Observation. - Pedram Ghamisi; Weikang Yu; Andrea Marinoni; Caroline M. Gevaert; Claudio Persello; Sivasakthy Selvakumaran; Manuela Girotto; Benjamin P. Horton; Philippe Rufin; Patrick Hostert; Fabio Pacifici; Peter M. Atkinson (CoRR, 2024)

Spatial-Gated Multilayer Perceptron for Land Use and Land Cover Mapping. - Ali Jamali; Swalpa Kumar Roy; Danfeng Hong; Peter M. Atkinson; Pedram Ghamisi (IEEE Geosci. Remote. Sens. Lett., 2024)

Attention Graph Convolutional Network for Disjoint Hyperspectral Image Classification. - Ali Jamali; Swalpa Kumar Roy; Danfeng Hong; Peter M. Atkinson; Pedram Ghamisi (IEEE Geosci. Remote. Sens. Lett., 2024)

Downscaling Satellite Night-Time Light Imagery While Addressing the Blooming Effect. - Nikolaos Tziokas; Ce Zhang 005; Alexandros Tziokas; Qunming Wang; Peter M. Atkinson (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Fusion of Surface Soil Moisture Data for Spatial Downscaling of Daily Satellite Precipitation Data. - Qunming Wang; Ping Ji; Peter M. Atkinson (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Monitoring Annual Forest Cover Fraction Change During 2000-2020 in China's Han River Basin Using Time-Series MODIS NDVI, VCF and Spatio-Temporal Regression. - Xinyan Zhong; Yun Du; Xia Wang; Xiaodong Li 006; Wenqiong Zhao; Yihang Zhang 001; Peter M. Atkinson (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

IG-GAN: Interactive Guided Generative Adversarial Networks for Multimodal Image Fusion. - Chenhong Sui; Guobin Yang; Danfeng Hong; Haipeng Wang; Jing Yao 002; Peter M. Atkinson; Pedram Ghamisi (IEEE Trans. Geosci. Remote. Sens., 2024)

Generation of 100-m, Hourly Land Surface Temperature Based on Spatio-Temporal Fusion. - Yijie Tang; Qunming Wang; Xiaohua Tong; Peter M. Atkinson (IEEE Trans. Geosci. Remote. Sens., 2024)

Reconstruction of Historical SMAP Soil Moisture Dataset From 1979 to 2015 Using CCI Time-Series. - Haoxuan Yang; Qunming Wang; Wei Zhao 012; Peter M. Atkinson (IEEE Trans. Geosci. Remote. Sens., 2024)

Hard-Constrained Hopfield Neural Network for Subpixel Mapping. - Chengyuan Zhang 004; Qunming Wang; Peter M. Atkinson (IEEE Trans. Geosci. Remote. Sens., 2024)

Evaluating multi-seasonal SAR and optical imagery for above-ground biomass estimation using the national forest inventory of Zambia. - Kennedy Kanja; Ce Zhang 005; Peter M. Atkinson (Int. J. Appl. Earth Obs. Geoinformation, 2025)

A remote sensing-based strategy for mapping anthropogenic urban surface ecological poorness zones (AUSEPZ): A case study of Lisbon City. - Mohammad Karimi Firozjaei; Naeim Mijani; Peter M. Atkinson (Ecol. Informatics, 2025)

Reconstruction of 500-m, 8-Day Historical MODIS Fractional Vegetation Cover (FVC) Dataset (1982-2000) in China. - Xinyu Ding; Qunming Wang; Haoxuan Yang; Peter M. Atkinson (IEEE Trans. Geosci. Remote. Sens., 2025)

Filling Gaps in Global Daily TROPOMI Solar-Induced Chlorophyll Fluorescence Data From 2018 to 2021. - Jingbo Li; Qunming Wang; Peter M. Atkinson (IEEE Trans. Geosci. Remote. Sens., 2025)

Instance-Level Multitask Learning for 3-D Building Extraction From Monocular Off-Nadir Satellite Sensor Imagery. - Wenxu Shi; Qingyan Meng; Linlin Zhang; Maofan Zhao; Chen Su; Guinan Guo; Ting Li; Peter M. Atkinson (IEEE Trans. Geosci. Remote. Sens., 2025)

Thick Cloud Removal of Landsat Time-Series Using Convolutional LSTM With Embedded Residual Modules. - Lanxing Wang; Qunming Wang; Peter M. Atkinson (IEEE Trans. Geosci. Remote. Sens., 2025)

MST-Net: A General Deep Learning Model for Thick Cloud Removal From Optical Images. - Lanxing Wang; Qunming Wang; Xiaohua Tong; Peter M. Atkinson (IEEE Trans. Geosci. Remote. Sens., 2025)

Recurrent Semantic Change Detection in VHR Remote Sensing Images Using Visual Foundation Models. - Jing Zhang 023; Lei Ding 008; Tingyuan Zhou; Jian Wang 004; Peter M. Atkinson; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2025)

MaCon: A Generic Self-Supervised Framework for Unsupervised Multimodal Change Detection. - Jian Wang; Li Yan 003; Jianbing Yang; Hong Xie 002; Qiangqiang Yuan; Pengcheng Wei; Zhao Gao; Ce Zhang 005; Peter M. Atkinson (IEEE Trans. Image Process., 2025)

Crowd Detection Using Very-Fine-Resolution Satellite Imagery. - Tong Xiao; Qunming Wang; Ping Lu 010; Tenghai Huang; Xiaohua Tong; Peter M. Atkinson (CoRR, 2025)

Are LLM Belief Updates Consistent with Bayes' Theorem? - Sohaib Imran; Ihor Kendiukhov; Matthew Broerman; Aditya Thomas; Riccardo Campanella; Rob Lamb; Peter M. Atkinson (CoRR, 2025)

Out-of-Context Abduction: LLMs Make Inferences About Procedural Data Leveraging Declarative Facts in Earlier Training Data. - Sohaib Imran; Rob Lamb; Peter M. Atkinson (CoRR, 2025)

Integration of coarser images in subpixel mapping. - Chengyuan Zhang 004; Qunming Wang; Peter M. Atkinson (Urban Inform., 2025)