Edzer J. Pebesma

Orcid: 0000-0001-8049-7069

Affiliations:
  • Westfälische Wilhelms-Universität Münster, Münster, Germany


According to our database1, Edzer J. Pebesma authored at least 52 papers between 1999 and 2024.

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Bibliography

2024
OpenEOcubes: an open-source and lightweight R-based RESTful web service for analyzing earth observation data cubes.
Earth Sci. Informatics, April, 2024

Enhancing Seasonal Climate Forecasting for the Alpine Region Through Machine Learning Statistical Downscaling.
Proceedings of the IGARSS 2024, 2024

2023
Openeo Platform - Federated Data Access and Processing Using Open and Commercial Earth Observation Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
Unbiased Area Estimation Using Copernicus High Resolution Layers and Reference Data.
Remote. Sens., 2022

2021
The openEO API-Harmonising the Use of Earth Observation Cloud Services Using Virtual Data Cube Functionalities.
Remote. Sens., 2021

Estimating the Area of Applicability of Remote Sensing-Based Machine Learning Models with Limited Training Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020
Spatiotemporal Multi-Resolution Approximations for Analyzing Global Environmental Data.
CoRR, 2020

Predicting into unknown space? Estimating the area of applicability of spatial prediction models.
CoRR, 2020

2019
A Topology Based Spatio-Temporal Map Algebra for Big Data Analysis.
Data, 2019

On-Demand Processing of Data Cubes from Satellite Image Collections with the gdalcubes Library.
Data, 2019

Reproducible Research in Geoinformatics: Concepts, Challenges and Benefits (Vision Paper).
Proceedings of the 14th International Conference on Spatial Information Theory, 2019

2018
Do Monetary Incentives Influence Users' Behavior in Participatory Sensing?
Sensors, 2018

Measurement Errors in R.
R J., 2018

Simple Features for R: Standardized Support for Spatial Vector Data.
R J., 2018

Multidimensional Arrays for Analysing Geoscientific Data.
ISPRS Int. J. Geo Inf., 2018

Optimising Citizen-Driven Air Quality Monitoring Networks for Cities.
ISPRS Int. J. Geo Inf., 2018

2017
Space-Time Geostatistics.
Proceedings of the Encyclopedia of GIS., 2017

Usability Study to Assess the IGBP Land Cover Classification for Singapore.
Remote. Sens., 2017

Dimension Reduction of Multi-Spectral Satellite Image Time Series to Improve Deforestation Monitoring.
Remote. Sens., 2017

The GRASS GIS temporal framework.
Int. J. Geogr. Inf. Sci., 2017

Nurturing a growing field: Computers & Geosciences.
Comput. Geosci., 2017

Opening the Publication Process with Executable Research Compendia.
D Lib Mag., 2017

A Machine Learning Approach to Demographic Prediction using Geohashes.
Proceedings of the 2nd International Workshop on Social Sensing, 2017

2016
Measurement Units in R.
R J., 2016

Spatio-Temporal Interpolation using gstat.
R J., 2016

Modeling spatiotemporal information generation.
Int. J. Geogr. Inf. Sci., 2016

2014
An exploratory approach to spatial decision support.
Comput. Environ. Urban Syst., 2014

Plume Tracking with a Mobile Sensor Based on Incomplete and Imprecise Information.
Trans. GIS, 2014

rtop: An R package for interpolation of data with a variable spatial support, with an example from river networks.
Comput. Geosci., 2014

Meaningful spatial prediction and aggregation.
Environ. Model. Softw., 2014

TGRASS: A temporal GIS for field based environmental modeling.
Environ. Model. Softw., 2014

Bayesian area-to-point kriging using expert knowledge as informative priors.
Int. J. Appl. Earth Obs. Geoinformation, 2014

2013
Bayesian Networks for Raster Data (BayNeRD): Plausible Reasoning from Observations.
Remote. Sens., 2013

Managing uncertainty in integrated environmental modelling: The UncertWeb framework.
Environ. Model. Softw., 2013

Spatial statistics for mapping the environment.
Int. J. Appl. Earth Obs. Geoinformation, 2013

Spatial statistic to assess remote sensing acreage estimates: An analysis of sugarcane in São Paulo State, Brazil.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Measuring Allocation Errors in Land Change Models in Amazonia.
Proceedings of the XIV Brazilian Symposium on Geoinformatics, 2013

Error-Aware Spatio-Temporal Aggregation in the Model Web.
Proceedings of the Geographic Information Science at the Heart of Europe, 2013

Applied Spatial Data Analysis with R - Second Edition.
Use R! 10, Springer, ISBN: 978-1-4614-7617-7, 2013

2012
Spatio-temporal aggregation of European air quality observations in the Sensor Web.
Comput. Geosci., 2012

Usability of Spatio-Temporal Uncertainty Visualisation Methods.
Proceedings of the Bridging the Geographic Information Sciences, 2012

2011
INTAMAP: The design and implementation of an interoperable automated interpolation web service.
Comput. Geosci., 2011

Introduction to this special issue on geoinformatics for environmental surveillance.
Comput. Geosci., 2011

A geostatistical approach to data harmonization - Application to radioactivity exposure data.
Int. J. Appl. Earth Obs. Geoinformation, 2011

Connecting R to the Sensor Web.
Proceedings of the Advancing Geoinformation Science for a Changing World [Papers from the 14th AGILE Conference, 2011

2009
Real-time automatic interpolation of ambient gamma dose rates from the Dutch radioactivity monitoring network.
Comput. Geosci., 2009

2008
Automatic real-time interpolation of radiation hazards: a prototype and system architecture considerations.
Int. J. Spatial Data Infrastructures Res., 2008

Applied spatial data analysis with R.
Use R!, Springer, ISBN: 0387781706, 2008

2007
Interactive visualization of uncertain spatial and spatio-temporal data under different scenarios: an air quality example.
Int. J. Geogr. Inf. Sci., 2007

2006
The Role of External Variables and GIS Databases in Geostatistical Analysis.
Trans. GIS, 2006

2004
Multivariable geostatistics in S: the gstat package.
Comput. Geosci., 2004

1999
Latin Hypercube Sampling of Gaussian Random Fields.
Technometrics, 1999


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