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List of works by Peter M. Atkinson

A MS-lesion pattern discrimination plot based on geostatistics

scientific article

A Massively Parallel Deep Rule-Based Ensemble Classifier for Remote Sensing Scenes

scholarly article by Xiaowei Gu et al published March 2018 in IEEE Geoscience and Remote Sensing Letters

A Multi-Host Agent-Based Model for a Zoonotic, Vector-Borne Disease. A Case Study on Trypanosomiasis in Eastern Province, Zambia

scientific article

A New Geostatistical Solution to Remote Sensing Image Downscaling

A Scale Sequence Object-based Convolutional Neural Network (SS-OCNN) for crop classification from fine spatial resolution remotely sensed imagery

scientific article published on 8 July 2021

A Self-Training Hierarchical Prototype-based Ensemble Framework for Remote Sensing Scene Classification

scientific article published in April 2022

A characterisation of climate variability and trends in hydrological extremes in the Severn Uplands

A combined spectral and object-based approach to transparent cloud removal in an operational setting for Landsat ETM+

article published in 2011

A comparison of gauge and radar precipitation data for simulating an extreme hydrological event in the Severn Uplands, UK

article

A deep learning model for incorporating temporal information in haze removal

scientific article published in June 2022

A hybrid MLP-CNN classifier for very fine resolution remotely sensed image classification

A joint distribution framework to improve presence‐only species distribution models by exploiting opportunistic surveys

scientific article published in 2022

A local space-time kriging approach applied to a national outpatient malaria dataset.

scientific article published on October 2007

A multiple-point spatially weighted k -NN method for object-based classification

article

A multiple-point spatially weighted k-NN classifier for remote sensing

A new multi-resolution based method for estimating local surface roughness from point clouds

article

A novel Greenness and Water Content Composite Index (GWCCI) for soybean mapping from single remotely sensed multispectral images

scientific article published in September 2023

A novel multi-parameter support vector machine for image classification

A novel surface energy balance-based approach to land surface temperature downscaling

scientific article published in May 2024

A probabilistic predictive Bayesian approach for determining the representativeness of health and demographic surveillance networks

article

A quantitative approach for classifying fish otolith strontium: Calcium sequences into environmental histories

scholarly article by Richard D. Hedger et al published July 2008 in Ecological Informatics

A spatio-temporal unmixing with heterogeneity model for the identification of remotely sensed MODIS aerosols: Exemplified by the case of Africa

scientific article published in August 2024

A systematic review of vegetation phenology in Africa

article

A taxonomic-based joint species distribution model for presence-only data

scientific article published on 23 February 2022

ABCNet: Attentive bilateral contextual network for efficient semantic segmentation of Fine-Resolution remotely sensed imagery

scientific article published in November 2021

AI Security for Geoscience and Remote Sensing: Challenges and future trends

scientific article published in June 2023

Adaptive space–time sampling with wireless sensor nodes for flood forecasting

Advances in mapping malaria for elimination: fine resolution modelling of Plasmodium falciparum incidence

scientific article published on 13 July 2016

Agricultural expansion raises groundwater and increases flooding in the South American plains

scientific article published on 29 June 2023

Agricultural shocks and drivers of livelihood precariousness across Indian rural communities

scientific article

An Improved Explainable Point Cloud Classifier (XPCC)

scientific article published in February 2023

An agent-based model of tsetse fly response to seasonal climatic drivers: Assessing the impact on sleeping sickness transmission rates

scientific article published on 9 February 2018

An automatic graph-based method for characterizing multichannel networks

scientific article published in September 2022

An effective approach for gap-filling continental scale remotely sensed time-series

scientific article

An exploratory GIS-based method to identify and characterise landscapes with an elevated epidemiological risk of Rhodesian human African trypanosomiasis

scientific article

An object-based convolutional neural network (OCNN) for urban land use classification

scholarly article by Ce Zhang et al published October 2018 in Remote Sensing of Environment

Analysis of CDC social control measures using an agent-based simulation of an influenza epidemic in a city

scientific article

Anisotropy Characteristics of Exposed Gravel Beds Revealed in High-Point-Density Airborne Laser Scanning Data

Approximate Area-to-Point Regression Kriging for Fast Hyperspectral Image Sharpening

Area-to-point regression kriging for pan-sharpening

Asteroid impact effects and their immediate hazards for human populations

scholarly article

Athletics: momentous sprint at the 2156 Olympics?

scientific article

Attention Graph Convolutional Network for Disjoint Hyperspectral Image Classification

scholarly article published in 2024

Author Correction: Impacts of environmental and socio-economic factors on emergence and epidemic potential of Ebola in Africa

scientific article published on 15 November 2019

Automatic Extraction and Labelling of Memorial Objects From 3D Point Clouds ⬇️

scientific article published in 2021

Automatic mapping of 500 m daily open water body fraction in the American continent using GOES-16 ABI imagery

scientific article published in April 2024

Bayesian geostatistical analysis and prediction of Rhodesian human African trypanosomiasis

scientific article

Bayesian spatial modelling and the significance of agricultural land use to scrub typhus infection in Taiwan

scientific article

Biospytial: spatial graph-based computing for ecological Big Data

scientific article published on 01 May 2020

COVID-19 Outbreak Prediction with Machine Learning

scientific article published on 22 April 2020

Characterising the land surface phenology of Africa using 500 m MODIS EVI

Classification of Vegetation Type in Iraq Using Satellite-Based Phenological Parameters

Collective influence of household and community capitals on agricultural employment as a measure of rural poverty in the Mahanadi Delta, India

scientific article published on 09 March 2019

Combining SAR images with land cover products for rapid urban flood mapping

scientific article published on 20 October 2022

Combining UAV and Sentinel-2 satellite multi-spectral images to diagnose crop growth and N status in winter wheat at the county scale

scientific article published in April 2023

Combining fixed-wing UAV multispectral imagery and machine learning to diagnose winter wheat nitrogen status at the farm scale

scientific article published in August 2022

Correction: Significance of major international seaports in the distribution of murine typhus in Taiwan

scientific article published on 3 May 2017

Decadal length changes in the fluvial planform of the River Ganga: bringing a mega-river to life with Landsat archives

article by Niladri Gupta et al published January 2013 in Remote Sensing Letters

Deep learning enables satellite-based monitoring of large populations of terrestrial mammals across heterogeneous landscape

scientific article published on 27 May 2023

Deep learning-based landslide susceptibility mapping

scientific article published on 16 December 2021

Deriving ground surface digital elevation models from LiDAR data with geostatistics

Developing geostatistical space-time models to predict outpatient treatment burdens from incomplete national data

scientific article

Downscaling AMSR-2 Soil Moisture Data With Geographically Weighted Area-to-Area Regression Kriging

Downscaling MODIS images with area-to-point regression kriging

article

Downscaling Satellite Night-Time Light Imagery While Addressing the Blooming Effect

scientific article published in 2024

Downscaling cokriging for image sharpening

scientific article published in 2006

Downscaling in remote sensing

Downscaling of nighttime light imagery with a spatially local estimation model using human activity-physical features

scientific article published in June 2024

Downscaling satellite night-time lights imagery to support within-city applications using a spatially non-stationary model

scientific article published in August 2023

Ecological sustainability in rangelands: the contribution of remote sensing

article published in 2013

Elucidating the impact of temperature variability and extremes on cereal croplands through remote sensing

scientific article

Elucidating the spatially varying relation between cervical cancer and socio-economic conditions in England

scientific article published on 26 September 2011

Empirical modelling of government health service use by children with fevers in Kenya

scientific article published on August 2004

Enhancing Spatio-Temporal Fusion of MODIS and Landsat Data by Incorporating 250 m MODIS Data

Enhancing spectral unmixing by considering the point spread function effect

Error in target-based georeferencing and registration in terrestrial laser scanning

article

Estimation of malaria incidence in northern Namibia in 2009 using Bayesian conditional-autoregressive spatial-temporal models

scientific article published on 17 September 2013

Evaluating the impact of the community-based health planning and services initiative on uptake of skilled birth care in Ghana

scientific article

Evaluating the utility of the ensemble transform Kalman filter for adaptive sampling when updating a hydrodynamic model

article published in 2009

Exploiting Human Resource Requirements to Infer Human Movement Patterns for Use in Modelling Disease Transmission Systems: An Example from Eastern Province, Zambia

scientific article published on 30 September 2015

Exploring the Relations Between Riverbank Erosion and Geomorphological Controls Using Geographically Weighted Logistic Regression

article

Exploring the effect of human and animal population growth on vector-borne disease transmission with an agent-based model of Rhodesian human African trypanosomiasis in eastern province, Zambia

scholarly article by Simon Alderton et al published 8 November 2018 in PLoS Neglected Tropical Diseases

Exploring the impact of climate and land use changes on streamflow trends in a monsoon catchment

Exploring the links between census and environment using remotely sensed satellite sensor imagery

Exploring the spatio-temporal relationship between two key aeroallergens and meteorological variables in the United Kingdom

scientific article published on 31 January 2014

Extravagance in the commons: Resource exploitation and the frontiers of ecosystem service depletion in the Amazon estuary

scientific article published on 21 January 2016

Fast and Slow Changes Constrained Spatio-Temporal Subpixel Mapping

scientific article published in 2022

Filling Then Spatio-Temporal Fusion for All-Sky MODIS Land Surface Temperature Generation

scientific article published in 2023

Filling gaps in cloudy Landsat LST product by spatial-temporal fusion of multi-scale data

scientific article published in May 2024

Fine Spatial Resolution Simulated Satellite Sensor Imagery for Land Cover Mapping in the United Kingdom

scholarly article by Paul Aplin published in June 1999

Fine resolution mapping of population age-structures for health and development applications

scientific article

Flood inundation model updating using an ensemble Kalman filter and spatially distributed measurements

Forecasting of Built-Up Land Expansion in a Desert Urban Environment

scientific article published on 23 April 2022

Forecasting wheat and barley crop production in arid and semi-arid regions using remotely sensed primary productivity and crop phenology: A case study in Iraq

scientific article published on 12 September 2017

Full year crop monitoring and separability assessment with fully-polarimetric L-band UAVSAR: A case study in the Sacramento Valley, California

Fusion of Landsat 8 OLI and Sentinel-2 MSI Data

Fusion of Sentinel-2 images

scholarly article by Qunming Wang et al published December 2016 in Remote Sensing of Environment

Fusion of Surface Soil Moisture Data for Spatial Downscaling of Daily Satellite Precipitation Data

scientific article published in 2024

Generation of 100-m, Hourly Land Surface Temperature Based on Spatio-Temporal Fusion

scientific article published in 2024

Geographic coverage of demographic surveillance systems for characterising the drivers of childhood mortality in sub-Saharan Africa.

scientific article published on 9 April 2018

Geographical information science

scholarly article published in 1997

Geographical information science: GeoComputation and nonstationarity

scholarly article published in 2001

Geographical information science: geostatistics and uncertainty

scholarly article published in 1999

Geographically Weighted Spatial Unmixing for Spatiotemporal Fusion

scientific article published in 2022

Geoinformatics and water-erosion processes

Geospatial modelling of post-cyclone Shaheen recovery using nighttime light data and MGWR

scientific article published in July 2023

Geostatistics and remote sensing

Global GDP Prediction With Night-Lights and Transfer Learning

scientific article published in 2022

Global land cover trajectories and transitions

scientific article published on 17 June 2021

Global warming and malaria: a call for accuracy

scientific article

Hard-Constrained Hopfield Neural Network for Subpixel Mapping

scientific article published in 2024

Healthcare Management of Human African Trypanosomiasis Cases in the Eastern, Muchinga and Lusaka Provinces of Zambia

scientific article published on 27 September 2022

How the Air Clean Plan and carbon mitigation measures co-benefited China in PM2.5 reduction and health from 2014 to 2020

scientific article published in 2022

Hyalomma ticks on northward migrating birds in southern Spain: Implications for the risk of entry of Crimean-Congo haemorrhagic fever virus to Great Britain

scientific article published on June 2016

IG-GAN: Interactive Guided Generative Adversarial Networks for Multimodal Image Fusion

scientific article published in 2024

Identifying fine-scale archaeological features using KH-9 HEXAGON mapping and panoramic camera images: evidence from Liangzhu Ancient City

scientific article published on 26 July 2024

Image fusion by spatially adaptive filtering using downscaling cokriging

Impacts of environmental and socio-economic factors on emergence and epidemic potential of Ebola in Africa

scientific article published on 15 October 2019

Improving imperfect data from health management information systems in Africa using space-time geostatistics

scientific article (publication date: June 2006)

Incentive-Driven Multi-agent Reinforcement Learning Approach for Commons Dilemmas in Land-Use

scientific article published on 15 November 2024

Individual Space – Time Activity-Based Model: A Model for the Simulation of Airborne Infectious-Disease Transmission by Activity-Bundle Simulation

article

Individual correlates of podoconiosis in areas of varying endemicity: a case-control study

scientific article published on 5 December 2013

Information for decision making from imperfect national data: tracking major changes in health care use in Kenya using geostatistics

scientific article

Inter-comparison of four models for smoothing satellite sensor time-series data to estimate vegetation phenology

article

Interpreting predictive maps of disease: highlighting the pitfalls of distribution models in epidemiology

scientific article published on November 2014

Investigating relations between environmental toxins in Northern Irish soils and streams and Chronic Kidney Disease prevalence

Investigating spatial structure in specific tree species in ancient semi-natural woodland using remote sensing and marked point pattern analysis

scientific article published in 2007

Investigating the Spatial Linkage of Primary School Performance and Catchment Characteristics

Issues of scale and uncertainty in the global remote sensing of disease.

scientific article

Issues of uncertainty in super-resolution mapping and their implications for the design of an inter-comparison study

Large scale pre-rain vegetation green up across Africa.

scientific article published on 16 May 2018

Learning-Based Spatial–Temporal Superresolution Mapping of Forest Cover With MODIS Images

Localized soft classification for super‐resolution mapping of the shoreline

MACU-Net for Semantic Segmentation of Fine-Resolution Remotely Sensed Images

scientific article published in 2022

Major trends in the land surface phenology (LSP) of Africa, controlling for land-cover change

article

Malaria prevalence metrics in low- and middle-income countries: an assessment of precision in nationally-representative surveys

scientific article published on 21 November 2017

Mapping Soil Health over Large Agriculturally Important Areas

article

Mapping habitat indices across river networks using spatial statistical modelling of River Habitat Survey data

article

Mapping paddy rice fields by applying machine learning algorithms to multi-temporal Sentinel-1A and Landsat data

scholarly article by Alex O. Onojeghuo et al published 2 November 2017 in International Journal of Remote Sensing

Mapping the birch and grass pollen seasons in the UK using satellite sensor time-series

scientific article published on 14 November 2016

Modeling the efficacy of different anti-angiogenic drugs on treatment of solid tumors using 3D computational modeling and machine learning

scientific article published in July 2022

Modelling and forecasting the effects of increasing sea surface temperature on coral bleaching in the Indo-Pacific region

scientific article published on 2 January 2023

Modelling distances travelled to government health services in Kenya

scientific article

Modelling environmental factors correlated with podoconiosis: a geospatial study of non-filarial elephantiasis

scientific article published on 20 June 2014

Modelling interannual variation in the spring and autumn land surface phenology of the European forest

article

Modelling of tide and surge elevations in the Solent and surrounding waters: The importance of tide–surge interactions

scientific article published in 2012

Modelling the bulk flow of a bedrock-constrained, multi-channel reach of the Mekong River, Siphandone, southern Laos

article by Tri P. D. Van et al published 3 January 2012 in Earth Surface Processes and Landforms

Modelling the effect of urbanization on the transmission of an infectious disease

scientific article

Modelling the incidence of Plasmodium vivax and Plasmodium falciparum malaria in Afghanistan 2006-2009

scientific article

Modelling the semivariograms and cross-semivariograms required in downscaling cokriging by numerical convolution–deconvolution

Modelling the spatial-temporal distribution of tsetse (Glossina pallidipes) as a function of topography and vegetation greenness in the Zambezi Valley of Zimbabwe

scholarly article by Farai Matawa et al published November 2016 in Applied Geography

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

scientific article published in 2024

Monitoring monthly tropical humid forest disturbances with Planet NICFI images in Cameroon

scientific article published in October 2023

Multiattention Network for Semantic Segmentation of Fine-Resolution Remote Sensing Images

scientific article published in 2022

Multiple-class land-cover mapping at the sub-pixel scale using a Hopfield neural network

Multiple-point geostatistical simulation for post-processing a remotely sensed land cover classification

National and sub-national variation in patterns of febrile case management in sub-Saharan Africa

scientific article published in Nature Communications

Non-stationary Approaches for Mapping Terrain and Assessing Prediction Uncertainty

article by Christopher D. Lloyd & Peter M. Atkinson published January 2002 in Transactions in GIS

Nonlocal feature learning based on a variational graph auto-encoder network for small area change detection using SAR imagery

scientific article published in November 2022

Novel shape indices for vector landscape pattern analysis

On the influence of impact effect modelling for global asteroid impact risk distribution

Parameter exploration of the raster space activity bundle simulation

Pathways to achieving nature-positive and carbon–neutral land use and food systems in Wales

scientific article published on 9 February 2023

Photoperiod controls vegetation phenology across Africa

scientific article published on 25 October 2019

Plenty of water, not enough strategy

article

Population vulnerability models for asteroid impact risk assessment

scholarly article

Poverty, health and satellite-derived vegetation indices: their inter-spatial relationship in West Africa.

scientific article published in March 2015

Predicting socioeconomic conditions from satellite sensor data in rural developing countries: A case study using female literacy in Assam, India

Propagation of vertical and horizontal source data errors into a TIN with linear interpolation

Reconstructing Historical Land Cover Type and Complexity by Synergistic Use of Landsat Multispectral Scanner and CORONA

Reconstructing historical urban landscapes from KH-9 HEXAGON mapping camera system imagery: an example of Hangzhou City

scientific article published on 26 February 2024

Reconstruction of Historical SMAP Soil Moisture Dataset From 1979 to 2015 Using CCI Time-Series

scholarly article

Regularizing Variograms of Airborne MSS Imagery

Remote sensing of ecosystem services: A systematic review

article

Remote sensing of mangrove forest phenology and its environmental drivers

scholarly article by J. Pastor-Guzman et al published February 2018 in Remote Sensing of Environment

Resilience of the Central Indian Forest Ecosystem to Rainfall Variability in the Context of a Changing Climate

scientific article published on 09 November 2021

Response of urban heat island to future urban expansion over the Beijing–Tianjin–Hebei metropolitan area

article

Rice crop phenology mapping at high spatial and temporal resolution using downscaled MODIS time-series

SSA-SiamNet: Spectral–Spatial-Wise Attention-Based Siamese Network for Hyperspectral Image Change Detection

scientific article published in 2022

Scale-Aware Neural Network for Semantic Segmentation of Multi-Resolution Remote Sensing Images

scientific article published on 10 December 2021

Scaling Geospatial Data from the Perspective of Complexity: Exploring the Scaling Behavior of the Entropogram

scientific article published on 13 August 2024

Seasonality of Plasmodium falciparum transmission: a systematic review

scientific article

Semantic Segmentation of Terrestrial Laser Scanning Point Clouds Using Locally Enhanced Image-Based Geometric Representations

scientific article published in 2022

Shoreline Mapping from Coarse–Spatial Resolution Remote Sensing Imagery of Seberang Takir, Malaysia

Spatial Association from the Perspective of Mutual Information

scientific article published on 16 June 2023

Spatial Associations between COVID-19 Incidence Rates and Work Sectors: Geospatial Modeling of Infection Patterns among Migrants in Oman

scientific article published on 5 April 2022

Spatial Prediction and Surface Modeling

article published in 2005

Spatial Scale Problems and Geostatistical Solutions: A Review

article

Spatial analysis of G.f.fuscipes abundance in Uganda using Poisson and Zero-Inflated Poisson regression models

scientific article published on 06 December 2021

Spatial modelling of healthcare utilisation for treatment of fever in Namibia

scientific article published on 15 February 2012

Spatial predictions of Rhodesian Human African Trypanosomiasis (sleeping sickness) prevalence in Kaberamaido and Dokolo, two newly affected districts of Uganda

scientific article

Spatial sampling, data models, spatial scale and ontologies: Interpreting spatial statistics and machine learning applied to satellite optical remote sensing

scientific article published in 2022

Spatial variation in land cover and choice of spatial resolution for remote sensing

Spatial-Gated Multilayer Perceptron for Land Use and Land Cover Mapping

scientific article published in 2024

Spatially weighted supervised classification for remote sensing

Spatio-temporal analysis of malaria vector density from baseline through intervention in a high transmission setting

scientific article published on 12 December 2016

Spatio-temporal dynamics in the phenology of croplands across the Indo-Gangetic Plains

article

Spatio-temporal fusion for daily Sentinel-2 images

scholarly article by Qunming Wang & Peter M. Atkinson published January 2018 in Remote Sensing of Environment

Spatio-temporal multi-level attention crop mapping method using time-series SAR imagery

scientific article published in December 2023

Spatio-temporal trends in precipitation and their implications for water resources management in climate-sensitive Nepal

scholarly article by John M.A. Duncan et al published September 2013 in Applied Geography

Spatiotemporal Subpixel Mapping of Time-Series Images

Spatiotemporal variation in the terrestrial vegetation phenology of Iraq and its relation with elevation

article

Strengthening surveillance systems for malaria elimination: a global landscaping of system performance, 2015-2017

scientific article published on 18 September 2019

Super-resolution mapping using Hopfield Neural Network with panchromatic imagery

Super‐resolution mapping of the waterline from remotely sensed data

TSI-Siamnet: A Siamese network for cloud and shadow detection based on time-series cloudy images

scientific article published in July 2024

Temporal Sequence Object-based CNN (TS-OCNN) for crop classification from fine resolution remote sensing image time-series

scientific article published in October 2022

The Geographical Analysis of Megacities Through Changes in Their Individual Urban Objects

scientific article published on 2 January 2024

The Influence of Socio-economic, Behavioural and Environmental Factors on Taenia spp. Transmission in Western Kenya: Evidence from a Cross-Sectional Survey in Humans and Pigs

scientific article published on 7 December 2015

The Shadow Effect on Surface Biophysical Variables Derived from Remote Sensing: A Review

scientific article published on 12 November 2022

The dispersal ecology of Rhodesian sleeping sickness following its introduction to a new area

scientific article

The effect of short ground vegetation on terrestrial laser scans at a local scale

article

The effect of the point spread function on sub-pixel mapping

scholarly article by Qunming Wang & Peter M. Atkinson published May 2017 in Remote Sensing of Environment

The global impact distribution of Near-Earth objects

The influence of the percentage cover and biomass of clover on the reflectance of mixed pasture

The potential of satellite-observed crop phenology to enhance yield gap assessments in smallholder landscapes

scientific article published in 2015

Thirty-meter map of young forest age in China

scientific article published in 2023

Treatment-seeking behaviour in low- and middle-income countries estimated using a Bayesian model

scientific article

UNetFormer: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery

scientific article published in August 2022

Unmet need for COVID-19 vaccination coverage in Kenya

scientific article published in March 2022

Unpaired spatio-temporal fusion of image patches (USTFIP) from cloud covered images

scientific article published in September 2023

Unravelling the impact of insecticide-treated bed nets on childhood malaria in Malawi

scientific article published in 2023

Updating Landsat-based forest cover maps with MODIS images using multiscale spectral-spatial-temporal superresolution mapping

Urbanization, malaria transmission and disease burden in Africa

scientific article

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

scientific article published on 17 November 2021

VPRS-Based Regional Decision Fusion of CNN and MRF Classifications for Very Fine Resolution Remotely Sensed Images

scholarly article by Ce Zhang et al published August 2018 in IEEE Transactions on Geoscience and Remote Sensing

Very fine spatial resolution urban land cover mapping using an explicable sub-pixel mapping network based on learnable spatial correlation

scientific article published in December 2023

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