Peter M. Atkinson

Orcid: 0000-0002-5489-6880

According to our database1, Peter M. Atkinson authored at least 130 papers between 1995 and 2024.

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Bibliography

2024
Hard-Constrained Hopfield Neural Network for Subpixel Mapping.
IEEE Trans. Geosci. Remote. Sens., 2024

Reconstruction of Historical SMAP Soil Moisture Dataset From 1979 to 2015 Using CCI Time-Series.
IEEE Trans. Geosci. Remote. Sens., 2024

Generation of 100-m, Hourly Land Surface Temperature Based on Spatio-Temporal Fusion.
IEEE Trans. Geosci. Remote. Sens., 2024

IG-GAN: Interactive Guided Generative Adversarial Networks for Multimodal Image Fusion.
IEEE Trans. Geosci. 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.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Fusion of Surface Soil Moisture Data for Spatial Downscaling of Daily Satellite Precipitation Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Downscaling Satellite Night-Time Light Imagery While Addressing the Blooming Effect.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Attention Graph Convolutional Network for Disjoint Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2024

Spatial-Gated Multilayer Perceptron for Land Use and Land Cover Mapping.
IEEE Geosci. Remote. Sens. Lett., 2024

Responsible AI for Earth Observation.
CoRR, 2024

A spatio-temporal unmixing with heterogeneity model for the identification of remotely sensed MODIS aerosols: Exemplified by the case of Africa.
Int. J. Appl. Earth Obs. Geoinformation, 2024

Tracking hourly PM2.5 using geostationary satellite sensor images and multiscale spatiotemporal deep learning.
Int. J. Appl. Earth Obs. Geoinformation, 2024

Downscaling of nighttime light imagery with a spatially local estimation model using human activity-physical features.
Int. J. Appl. Earth Obs. Geoinformation, 2024

Incentive-Driven Multi-agent Reinforcement Learning Approach for Commons Dilemmas in Land-Use.
Proceedings of the PRIMA 2024: Principles and Practice of Multi-Agent Systems, 2024

Unsupervised Multimodal Change Detection by Distilling Common and Discrepant Representations.
Proceedings of the IGARSS 2024, 2024

Building Height Extraction from Monocular Off-Nadir Satellite Sensor Imagery.
Proceedings of the IGARSS 2024, 2024

Incentive-based MARL Approach for Commons Dilemmas in Property-based Environments.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023
Downscaling satellite night-time lights imagery to support within-city applications using a spatially non-stationary model.
Int. J. Appl. Earth Obs. Geoinformation, August, 2023

An Improved Explainable Point Cloud Classifier (XPCC).
IEEE Trans. Artif. Intell., February, 2023

Filling Then Spatio-Temporal Fusion for All-Sky MODIS Land Surface Temperature Generation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Spatial Gated Multi-Layer Perceptron for Land Use and Land Cover Mapping.
CoRR, 2023

2022
Fast and Slow Changes Constrained Spatio-Temporal Subpixel Mapping.
IEEE Trans. Geosci. Remote. Sens., 2022

SSA-SiamNet: Spectral-Spatial-Wise Attention-Based Siamese Network for Hyperspectral Image Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2022

Real-Time Spatiotemporal Spectral Unmixing of MODIS Images.
IEEE Trans. Geosci. Remote. Sens., 2022

Geographically Weighted Spatial Unmixing for Spatiotemporal Fusion.
IEEE Trans. Geosci. Remote. Sens., 2022

Multiattention Network for Semantic Segmentation of Fine-Resolution Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022

Semantic Segmentation of Terrestrial Laser Scanning Point Clouds Using Locally Enhanced Image-Based Geometric Representations.
IEEE Trans. Geosci. Remote. Sens., 2022

Global GDP Prediction With Night-Lights and Transfer Learning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Forecasting of Built-Up Land Expansion in a Desert Urban Environment.
Remote. Sens., 2022

A Semi-Supervised Deep Rule-Based Approach for Complex Satellite Sensor Image Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

MACU-Net for Semantic Segmentation of Fine-Resolution Remotely Sensed Images.
IEEE Geosci. Remote. Sens. Lett., 2022

A Self-Training Hierarchical Prototype-based Ensemble Framework for Remote Sensing Scene Classification.
Inf. Fusion, 2022

An automatic graph-based method for characterizing multichannel networks.
Comput. Geosci., 2022

AI Security for Geoscience and Remote Sensing: Challenges and Future Trends.
CoRR, 2022

Modeling the efficacy of different anti-angiogenic drugs on treatment of solid tumors using 3D computational modeling and machine learning.
Comput. Biol. Medicine, 2022

2021
Explainable artificial intelligence: an analytical review.
WIREs Data Mining Knowl. Discov., 2021

Object-Based Area-to-Point Regression Kriging for Pansharpening.
IEEE Trans. Geosci. Remote. Sens., 2021

Spatial-Spectral Radial Basis Function-Based Interpolation for Landsat ETM+ SLC-Off Image Gap Filling.
IEEE Trans. Geosci. Remote. Sens., 2021

Scale-Aware Neural Network for Semantic Segmentation of Multi-Resolution Remote Sensing Images.
Remote. Sens., 2021

Resilience of the Central Indian Forest Ecosystem to Rainfall Variability in the Context of a Changing Climate.
Remote. Sens., 2021

The Role of Earth Observation in Achieving Sustainable Agricultural Production in Arid and Semi-Arid Regions of the World.
Remote. Sens., 2021

Estimating Artificial Impervious Surface Percentage in Asia by Fusing Multi-Temporal MODIS and VIIRS Nighttime Light Data.
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.
Remote. Sens., 2021

Using Daily Nighttime Lights to Monitor Spatiotemporal Patterns of Human Lifestyle under COVID-19: The Case of Saudi Arabia.
Remote. Sens., 2021

Modality motivation: Selection effects and motivational differences in students who choose to take courses online.
Internet High. Educ., 2021

A Scale Sequence Object-based Convolutional Neural Network (SS-OCNN) for crop classification from fine spatial resolution remotely sensed imagery.
Int. J. Digit. Earth, 2021

Ensembles of multiple spectral water indices for improving surface water classification.
Int. J. Appl. Earth Obs. Geoinformation, 2021

Filling gaps in Landsat ETM+ SLC-off images with Sentinel-2 MSI images.
Int. J. Appl. Earth Obs. Geoinformation, 2021

Iterative Deep Learning (IDL) for agricultural landscape classification using fine spatial resolution remotely sensed imagery.
Int. J. Appl. Earth Obs. Geoinformation, 2021

2020
Information Loss-Guided Multi-Resolution Image Fusion.
IEEE Trans. Geosci. Remote. Sens., 2020

Investigating the Influence of Registration Errors on the Patch-Based Spatio-Temporal Fusion Method.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Quantifying the Effect of Registration Error on Spatio-Temporal Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Two-Phase Object-Based Deep Learning for Multi-Temporal SAR Image Change Detection.
Remote. Sens., 2020

Incorporating spatial association into statistical classifiers: local pattern-based prior tuning.
Int. J. Geogr. Inf. Sci., 2020

Adjusting for Conditional Bias in Process Model Simulations of Hydrological Extremes: An Experiment Using the North Wyke Farm Platform.
Frontiers Artif. Intell., 2020

Robust Unsupervised Small Area Change Detection from SAR Imagery Using Deep Learning.
CoRR, 2020

A Robust Imbalanced SAR Image Change Detection Approach Based on Deep Difference Image and PCANet.
CoRR, 2020

COVID-19 Outbreak Prediction with Machine Learning.
Algorithms, 2020

Predicting soil organic carbon content in Spain by combining Landsat TM and ALOS PALSAR images.
Int. J. Appl. Earth Obs. Geoinformation, 2020

Crop classification from full-year fully-polarimetric L-band UAVSAR time-series using the Random Forest algorithm.
Int. J. Appl. Earth Obs. Geoinformation, 2020

2019
Downscaling Gridded DEMs Using the Hopfield Neural Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Dramatic Loss of Agricultural Land Due to Urban Expansion Threatens Food Security in the Nile Delta, Egypt.
Remote. Sens., 2019

A hybrid OSVM-OCNN Method for Crop Classification from Fine Spatial Resolution Remotely Sensed Imagery.
Remote. Sens., 2019

An Iterative Coarse-to-Fine Sub-Sampling Method for Density Reduction of Terrain Point Clouds.
Remote. Sens., 2019

Three-Fold Urban Expansion in Saudi Arabia from 1992 to 2013 Observed Using Calibrated DMSP-OLS Night-Time Lights Imagery.
Remote. Sens., 2019

Full year crop monitoring and separability assessment with fully-polarimetric L-band UAVSAR: A case study in the Sacramento Valley, California.
Int. J. Appl. Earth Obs. Geoinformation, 2019

Future Extreme Climate Prediction in Western Jilin Province Based on Statistical DownScaling Model.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
VPRS-Based Regional Decision Fusion of CNN and MRF Classifications for Very Fine Resolution Remotely Sensed Images.
IEEE Trans. Geosci. Remote. Sens., 2018

Downscaling AMSR-2 Soil Moisture Data With Geographically Weighted Area-to-Area Regression Kriging.
IEEE Trans. Geosci. Remote. Sens., 2018

A Massively Parallel Deep Rule-Based Ensemble Classifier for Remote Sensing Scenes.
IEEE Geosci. Remote. Sens. Lett., 2018

Multisource and Multitemporal Data Fusion in Remote Sensing.
CoRR, 2018

2017
Learning-Based Spatial-Temporal Superresolution Mapping of Forest Cover With MODIS Images.
IEEE Trans. Geosci. Remote. Sens., 2017

Fusion of Landsat 8 OLI and Sentinel-2 MSI Data.
IEEE Trans. Geosci. Remote. Sens., 2017

Approximate Area-to-Point Regression Kriging for Fast Hyperspectral Image Sharpening.
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.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Spectral-Spatial Adaptive Area-to-Point Regression Kriging for MODIS Image Downscaling.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Reconstructing Historical Land Cover Type and Complexity by Synergistic Use of Landsat Multispectral Scanner and CORONA.
Remote. Sens., 2017

Updating Landsat-based forest cover maps with MODIS images using multiscale spectral-spatial-temporal superresolution mapping.
Int. J. Appl. Earth Obs. Geoinformation, 2017

Inference and Discovery in Remote Sensing Data with Features Extracted Using Deep Networks.
Proceedings of the Artificial Intelligence XXXIV, 2017

RECENT trends in the land surface phenology of africa observed at a fine spatial scale.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
A New Geostatistical Solution to Remote Sensing Image Downscaling.
IEEE Trans. Geosci. Remote. Sens., 2016

Spatiotemporal Subpixel Mapping of Time-Series Images.
IEEE Trans. Geosci. Remote. Sens., 2016

Classification of Vegetation Type in Iraq Using Satellite-Based Phenological Parameters.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

A Comparison of Small-Area Population Estimation Techniques Using Built-Area and Height Data, Riyadh, Saudi Arabia.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Anisotropy Characteristics of Exposed Gravel Beds Revealed in High-Point-Density Airborne Laser Scanning Data.
IEEE Geosci. Remote. Sens. Lett., 2016

Novel shape indices for vector landscape pattern analysis.
Int. J. Geogr. Inf. Sci., 2016

A systematic review of vegetation phenology in Africa.
Ecol. Informatics, 2016

A multiple-point spatially weighted k-NN method for object-based classification.
Int. J. Appl. Earth Obs. Geoinformation, 2016

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

2015
Fast Subpixel Mapping Algorithms for Subpixel Resolution Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2015

Indicator Cokriging-Based Subpixel Mapping Without Prior Spatial Structure Information.
IEEE Trans. Geosci. Remote. Sens., 2015

Land Cover Change Detection at Subpixel Resolution With a Hopfield Neural Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Spatiotemporal Variation in Surface Urban Heat Island Intensity and Associated Determinants across Major Chinese Cities.
Remote. Sens., 2015

Characterising the Land Surface Phenology of Europe Using Decadal MERIS Data.
Remote. Sens., 2015

Spatiotemporal Variation in Mangrove Chlorophyll Concentration Using Landsat 8.
Remote. Sens., 2015

A Multiple-Mapping Kernel for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2015

Accuracy of Digital Elevation Models Derived From Terrestrial Laser Scanning Data.
IEEE Geosci. Remote. Sens. Lett., 2015

Error in target-based georeferencing and registration in terrestrial laser scanning.
Comput. Geosci., 2015

Spatiotemporal variation in the terrestrial vegetation phenology of Iraq and its relation with elevation.
Int. J. Appl. Earth Obs. Geoinformation, 2015

Thematically Analysing Social Network Content During Disasters Through the Lens of the Disaster Management Lifecycle.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Modelling the Risk of Highly Pathogenic Avian Influenza H5N1 in Wild Birds and Poultry of China.
Proceedings of the Geo-Informatics in Resource Management and Sustainable Ecosystem, 2015

2014
Propagation of vertical and horizontal source data errors into a TIN with linear interpolation.
Int. J. Geogr. Inf. Sci., 2014

2013
Estimating the spatial distribution of the population of Riyadh, Saudi Arabia using remotely sensed built land cover and height data.
Comput. Environ. Urban Syst., 2013

Downscaling in remote sensing.
Int. J. Appl. Earth Obs. Geoinformation, 2013

2012
Imputing censored data with desirable spatial covariance function properties using simulated annealing.
J. Geogr. Syst., 2012

2011
Spatio-temporal analysis of tree height in a young cork oak plantation.
Int. J. Geogr. Inf. Sci., 2011

A combined spectral and object-based approach to transparent cloud removal in an operational setting for Landsat ETM+.
Int. J. Appl. Earth Obs. Geoinformation, 2011

Evaluating a thermal image sharpening model over a mixed agricultural landscape in India.
Int. J. Appl. Earth Obs. Geoinformation, 2011

2010
DSCOKRI: A library of computer programs for downscaling cokriging in support of remote sensing applications.
Comput. Geosci., 2010

Terrestrial vegetation phenology from MODIS and MERIS.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2008
Downscaling Cokriging for Super-Resolution Mapping of Continua in Remotely Sensed Images.
IEEE Trans. Geosci. Remote. Sens., 2008

Parameter exploration of the raster space activity bundle simulation.
J. Geogr. Syst., 2008

A quantitative approach for classifying fish otolith strontium: Calcium sequences into environmental histories.
Ecol. Informatics, 2008

2007
A linearised pixel-swapping method for mapping rural linear land cover features from fine spatial resolution remotely sensed imagery.
Comput. Geosci., 2007

Modelling the semivariograms and cross-semivariograms required in downscaling cokriging by numerical convolution-deconvolution.
Comput. Geosci., 2007

A local space-time kriging approach applied to a national outpatient malaria data set.
Comput. Geosci., 2007

Non-stationary variogram models for geostatistical sampling optimisation: An empirical investigation using elevation data.
Comput. Geosci., 2007

Texture classification of Mediterranean land cover.
Int. J. Appl. Earth Obs. Geoinformation, 2007

2006
Superresolution mapping using a hopfield neural network with fused images.
IEEE Trans. Geosci. Remote. Sens., 2006

Deriving ground surface digital elevation models from LiDAR data with geostatistics.
Int. J. Geogr. Inf. Sci., 2006

2005
Superresolution mapping using a Hopfield neural network with lidar data.
IEEE Geosci. Remote. Sens. Lett., 2005

2003
Increasing the spatial resolution of agricultural land cover maps using a Hopfield neural network.
Int. J. Geogr. Inf. Sci., 2003

Sensitivity of a flood inundation model to spatially-distributed friction.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Relating SAR image texture and backscatter to tropical forest biomass.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

The combined effect of spatial resolution and measurement uncertainty on the accuracy of empirical atmospheric correction.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Super-resolution mapping of the shoreline through soft classification analyses.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

2002
Non-stationary Approaches for Mapping Terrain and Assessing Prediction Uncertainty.
Trans. GIS, 2002

Surface Modelling: What's the Point?
Trans. GIS, 2002

2001
Super-resolution target identification from remotely sensed images using a Hopfield neural network.
IEEE Trans. Geosci. Remote. Sens., 2001

1995
Defining an optimal size of support for remote sensing investigations.
IEEE Trans. Geosci. Remote. Sens., 1995


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