List of works - Edzer J. Pebesma

A temporal GIS for field based environmental modeling

article

Above‐ground biomass assessment of Mediterranean forests using airborne imaging spectrometry: the DAIS Peyne experiment

Agricultural land use dynamics in the Brazilian Amazon based on remote sensing and census data

article

Air Quality Monitoring Network Design Optimisation for Robust Land Use Regression Models

An exploratory approach to spatial decision support

Assessment of uncertainty in simulation of nitrate leaching to aquifers at catchment scale

Automatic Prediction of High-Resolution Daily Rainfall Fields for Multiple Extents: The Potential of Operational Radar

article by J. M. Schuurmans et al published December 2007 in Journal of Hydrometeorology

Automatic mapping in emergency: a geostatistical perspective

Bayesian Networks for Raster Data (BayNeRD): Plausible Reasoning from Observations

Bayesian area-to-point kriging using expert knowledge as informative priors

article published in 2014

Combining automatic and manual image analysis in a web-mapping application for collaborative conflict damage assessment

article published in 2018

Comparing adaptive and fixed bandwidth-based kernel density estimates in spatial cancer epidemiology

scientific article

Comparing sampling patterns for kriging the spatial mean temporal trend

Detecting cancer clusters in a regional population with local cluster tests and Bayesian smoothing methods: a simulation study

scientific article published on 07 December 2013

Dimension Reduction of Multi-Spectral Satellite Image Time Series to Improve Deforestation Monitoring

Disaggregating gridded air quality data for individual exposure modelling

Do Monetary Incentives Influence Users' Behavior in Participatory Sensing?

scientific article

Editorial

Error-Aware Spatio-Temporal Aggregation in the Model Web

Estimating the Influence of the Neighbourhood in the Development of Residential Areas in the Netherlands

Geostatistics for automatic estimation of environmental variables—some simple solutions

How We Build Geostatistical Models and Deal with Their Output

INTAMAP: The design and implementation of an interoperable automated interpolation web service

article by Edzer J. Pebesma et al published March 2011 in Computers and Geosciences

Interactive visualization of uncertain spatial and spatio‐temporal data under different scenarios: an air quality example

scholarly article by Edzer J. Pebesma et al published May 2007 in International Journal of Geographical Information Science

Introduction to this special issue on geoinformatics for environmental surveillance

Machine learning-based global maps of ecological variables and the challenge of assessing them

scientific article published on 22 April 2022

Managing uncertainty in integrated environmental modelling: The UncertWeb framework

Mapping Radioactivity from Monitoring Data

article published in 2005

Mapping groundwater quality in the Netherlands

Mapping of background air pollution at a fine spatial scale across the European Union

scientific article published on 18 January 2009

Meaningful spatial prediction and aggregation

Multidimensional Arrays for Analysing Geoscientific Data

Multivariable geostatistics in S: the gstat package

Open and scalable analytics of large Earth observation datasets: From scenes to multidimensional arrays using SciDB and GDAL

Optimising sampling designs for the maximum coverage problem of plume detection

article by K.B. Helle & Edzer J. Pebesma published August 2015 in Spatial Statistics

Planning sensor locations for the detection of radioactive plumes for Norway and the Balkans

Plume Tracking with a Mobile Sensor Based on Incomplete and Imprecise Information

Predicting Wildfire Fuels and Hazard in a Central European Temperate Forest Using Active and Passive Remote Sensing

scientific article published in 2022

Quality of life, big data and the power of statistics

Quantification and simulation of errors in categorical data for uncertainty analysis of soil acidification modelling

scholarly article

Shifts in Western North American Snowmelt Runoff Regimes for the Recent Warm Decades

article

Small-area spatio-temporal analyses of participation rates in the mammography screening program in the city of Dortmund (NW Germany).

scientific article published on 28 November 2015

Spatial aggregation and soil process modelling

scholarly article

Spatial statistic to assess remote sensing acreage estimates: An analysis of sugarcane in São Paulo State, Brazil

article

Spatial statistics for mapping the environment

Spatio-temporal aggregation of European air quality observations in the Sensor Web

Spatio-temporal interpolation of daily temperatures for global land areas at 1 km resolution

article by Milan Kilibarda et al published 13 March 2014 in Journal of Geophysical Research: Atmospheres

Spatio-temporal modelling of individual exposure to air pollution and its uncertainty

scholarly article by Lydia E. Gerharz et al published January 2013 in Atmospheric Environment

Spatio-temporal prediction of daily temperatures using time-series of MODIS LST images

article by Tomislav Hengl et al published 8 July 2011 in Theoretical and Applied Climatology

Special section on geoENV 2014

The R software environment in reproducible geoscientific research

scholarly article by Edzer J. Pebesma et al published 17 April 2012 in Eos

The Role of External Variables and GIS Databases in Geostatistical Analysis

The pair-copula construction for spatial data: a new approach to model spatial dependency

article

Unbiased Area Estimation Using Copernicus High Resolution Layers and Reference Data

scientific article published in 2022

Uncertainties in spatially aggregated predictions from a logistic regression model

article

Usability Study to Assess the IGBP Land Cover Classification for Singapore

article by Nanki Sidhu et al published 22 October 2017 in Remote Sensing

Usability of Spatio-Temporal Uncertainty Visualisation Methods

article published in 2012

Using Google Earth Engine to detect land cover change: Singapore as a use case

scholarly article by Nanki Sidhu et al published January 2018 in European Journal of Remote Sensing

Using geostatistical simulation to disaggregate air quality model results for individual exposure estimation on GPS tracks

article

Using rainfall radar data to improve interpolated maps of dose rate in the Netherlands

scientific article

VEIN v0.2.2: an R package for bottom-up Vehicular Emissions Inventories

VEIN v0.2.2: an R package for bottom–up vehicular emissions inventories

scientific article published in 2018

List of works by Edzer J. Pebesma

A temporal GIS for field based environmental modeling

Above‐ground biomass assessment of Mediterranean forests using airborne imaging spectrometry: the DAIS Peyne experiment

Agricultural land use dynamics in the Brazilian Amazon based on remote sensing and census data

Air Quality Monitoring Network Design Optimisation for Robust Land Use Regression Models

An exploratory approach to spatial decision support

Assessment of uncertainty in simulation of nitrate leaching to aquifers at catchment scale

Automatic Prediction of High-Resolution Daily Rainfall Fields for Multiple Extents: The Potential of Operational Radar

Automatic mapping in emergency: a geostatistical perspective

Bayesian Networks for Raster Data (BayNeRD): Plausible Reasoning from Observations

Bayesian area-to-point kriging using expert knowledge as informative priors

Combining automatic and manual image analysis in a web-mapping application for collaborative conflict damage assessment

Comparing adaptive and fixed bandwidth-based kernel density estimates in spatial cancer epidemiology

Comparing sampling patterns for kriging the spatial mean temporal trend

Detecting cancer clusters in a regional population with local cluster tests and Bayesian smoothing methods: a simulation study

Dimension Reduction of Multi-Spectral Satellite Image Time Series to Improve Deforestation Monitoring

Disaggregating gridded air quality data for individual exposure modelling

Do Monetary Incentives Influence Users' Behavior in Participatory Sensing?

Editorial

Editorial

Error-Aware Spatio-Temporal Aggregation in the Model Web

Estimating the Influence of the Neighbourhood in the Development of Residential Areas in the Netherlands

Geostatistics for automatic estimation of environmental variables—some simple solutions

How We Build Geostatistical Models and Deal with Their Output

INTAMAP: The design and implementation of an interoperable automated interpolation web service

Interactive visualization of uncertain spatial and spatio‐temporal data under different scenarios: an air quality example

Introduction to this special issue on geoinformatics for environmental surveillance

Machine learning-based global maps of ecological variables and the challenge of assessing them

Managing uncertainty in integrated environmental modelling: The UncertWeb framework

Mapping Radioactivity from Monitoring Data

Mapping groundwater quality in the Netherlands

Mapping of background air pollution at a fine spatial scale across the European Union

Meaningful spatial prediction and aggregation

Multidimensional Arrays for Analysing Geoscientific Data

Multivariable geostatistics in S: the gstat package

Open and scalable analytics of large Earth observation datasets: From scenes to multidimensional arrays using SciDB and GDAL

Optimising sampling designs for the maximum coverage problem of plume detection

Planning sensor locations for the detection of radioactive plumes for Norway and the Balkans

Plume Tracking with a Mobile Sensor Based on Incomplete and Imprecise Information

Predicting Wildfire Fuels and Hazard in a Central European Temperate Forest Using Active and Passive Remote Sensing

Quality of life, big data and the power of statistics

Quantification and simulation of errors in categorical data for uncertainty analysis of soil acidification modelling

Shifts in Western North American Snowmelt Runoff Regimes for the Recent Warm Decades

Small-area spatio-temporal analyses of participation rates in the mammography screening program in the city of Dortmund (NW Germany).

Spatial aggregation and soil process modelling

Spatial statistic to assess remote sensing acreage estimates: An analysis of sugarcane in São Paulo State, Brazil

Spatial statistics for mapping the environment

Spatio-temporal aggregation of European air quality observations in the Sensor Web

Spatio-temporal interpolation of daily temperatures for global land areas at 1 km resolution

Spatio-temporal modelling of individual exposure to air pollution and its uncertainty

Spatio-temporal prediction of daily temperatures using time-series of MODIS LST images

Special section on geoENV 2014

The R software environment in reproducible geoscientific research

The Role of External Variables and GIS Databases in Geostatistical Analysis

The pair-copula construction for spatial data: a new approach to model spatial dependency

Unbiased Area Estimation Using Copernicus High Resolution Layers and Reference Data

Uncertainties in spatially aggregated predictions from a logistic regression model

Usability Study to Assess the IGBP Land Cover Classification for Singapore

Usability of Spatio-Temporal Uncertainty Visualisation Methods

Using Google Earth Engine to detect land cover change: Singapore as a use case

Using geostatistical simulation to disaggregate air quality model results for individual exposure estimation on GPS tracks

Using rainfall radar data to improve interpolated maps of dose rate in the Netherlands

VEIN v0.2.2: an R package for bottom-up Vehicular Emissions Inventories

VEIN v0.2.2: an R package for bottom–up vehicular emissions inventories

rtop: An R package for interpolation of data with a variable spatial support, with an example from river networks

“Extending R”, by John M. Chambers