Edzer J. Pebesma
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Edzer J. Pebesmacomputer-science Degrees
Computer Science
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Earth Sciences Computer Science
Edzer J. Pebesma's Degrees
- PhD Geoinformatics University of Münster
- Masters Geoinformatics University of Münster
- Bachelors Geography University of Münster
Why Is Edzer J. Pebesma Influential?
(Suggest an Edit or Addition)Edzer J. Pebesma's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Multivariable geostatistics in S: the gstat package (2004) (2455)
- Classes and Methods for Spatial Data (2015) (1636)
- Applied Spatial Data Analysis with R - Second Edition (2008) (1463)
- Simple Features for R: Standardized Support for Spatial Vector Data (2018) (1301)
- GSTAT: a program for geostatistical modelling, prediction and simulation (1998) (574)
- Spatio-Temporal Interpolation using gstat (2016) (527)
- Real-time automatic interpolation of ambient gamma dose rates from the Dutch radioactivity monitoring network (2009) (354)
- Applied Spatial Data Analysis with R. Springer (2008) (324)
- Mapping of background air pollution at a fine spatial scale across the European Union. (2009) (266)
- Spatial aggregation and soil process modelling (1999) (221)
- Spatio-temporal prediction of daily temperatures using time-series of MODIS LST images (2013) (213)
- Spatio‐temporal interpolation of daily temperatures for global land areas at 1 km resolution (2014) (178)
- spacetime: Spatio-Temporal Data in R (2012) (175)
- Latin Hypercube Sampling of Gaussian Random Fields (1999) (157)
- Managing uncertainty in integrated environmental modelling: The UncertWeb framework (2013) (135)
- Automatic Prediction of High-Resolution Daily Rainfall Fields for Multiple Extents: The Potential of Operational Radar (2007) (134)
- The Importance of Scale in Object-based Mapping of Vegetation Parameters with Hyperspectral Imagery (2007) (130)
- Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards (2008) (121)
- Using Google Earth Engine to detect land cover change: Singapore as a use case (2018) (117)
- Shifts in Western North American Snowmelt Runoff Regimes for the Recent Warm Decades (2011) (111)
- Above‐ground biomass assessment of Mediterranean forests using airborne imaging spectrometry: the DAIS Peyne experiment (2003) (109)
- Assessment of uncertainty in simulation of nitrate leaching to aquifers at catchment scale (2001) (90)
- Predicting into unknown space? Estimating the area of applicability of spatial prediction models (2020) (88)
- INTAMAP: The design and implementation of an interoperable automated interpolation web service (2011) (86)
- Mapping alpine vegetation using vegetation observations and topographic attributes (2003) (80)
- Mapping groundwater quality in the Netherlands (1997) (80)
- Agricultural land use dynamics in the Brazilian Amazon based on remote sensing and census data (2012) (75)
- Interactive visualization of uncertain spatial and spatio‐temporal data under different scenarios: an air quality example (2007) (67)
- TGRASS: A temporal GIS for field based environmental modeling (2014) (61)
- The pair-copula construction for spatial data: a new approach to model spatial dependency (2011) (59)
- Nutrient fluxes at the river basin scale. II: the balance between data availability and model complexity (2001) (56)
- The Role of External Variables and GIS Databases in Geostatistical Analysis (2006) (54)
- Ranking European capitals by exposure to heat waves and cold waves (2019) (52)
- VEIN v0.2.2: an R package for bottom–up vehicular emissions inventories (2017) (48)
- Uncertainty assessment in modelling soil acidification at the European scale : A case study (1999) (47)
- Comparing techniques for vegetation classification using multi- and hyperspectral images and ancillary environmental data (2010) (45)
- Spatial and Spatio-Temporal Geostatistical Modelling, Predictionand Simulation (2015) (44)
- Uncertainties in spatially aggregated predictions from a logistic regression model (2002) (43)
- rtop: An R package for interpolation of data with a variable spatial support, with an example from river networks (2014) (43)
- Opening the Publication Process with Executable Research Compendia (2017) (42)
- dtwSat: Time-Weighted Dynamic Time Warping for Satellite Image Time Series Analysis in R (2019) (42)
- Spatio-temporal change detection from multidimensional arrays : Detecting deforestation from MODIS time series (2016) (41)
- Error analysis for the evaluation of model performance: rainfall–runoff event time series data (2005) (37)
- The R software environment in reproducible geoscientific research (2012) (36)
- plotKML: Scientific Visualization of Spatio-Temporal Data (2015) (36)
- On-Demand Processing of Data Cubes from Satellite Image Collections with the gdalcubes Library (2019) (36)
- Usability of Spatio-Temporal Uncertainty Visualisation Methods (2012) (36)
- Meaningful spatial prediction and aggregation (2014) (34)
- Uncertainty in simulated nitrate leaching due to uncertainty in input data. A case study (1999) (33)
- Bayesian area-to-point kriging using expert knowledge as informative priors (2013) (32)
- Measurement Units in R (2016) (32)
- Open and scalable analytics of large Earth observation datasets: from scenes to multidimensional arrays using SciDB and GDAL (2018) (32)
- Spatial interpolation in massively parallel computing environments (2011) (31)
- Mapping sea bird densities over the North Sea: spatially aggregated estimates and temporal changes (2005) (31)
- Spatio-temporal modelling of individual exposure to air pollution and its uncertainty (2013) (29)
- Spatio-temporal aggregation of European air quality observations in the Sensor Web (2012) (28)
- Spatio-Temporal Geostatistics using gstat (2011) (27)
- Spatial Data Import and Export (2013) (26)
- Quantification and simulation of errors in categorical data for uncertainty analysis of soil acidification modelling (1999) (25)
- The openEO API-Harmonising the Use of Earth Observation Cloud Services Using Virtual Data Cube Functionalities (2021) (24)
- Practical Reproducibility in Geography and Geosciences (2020) (24)
- An exploratory approach to spatial decision support (2014) (23)
- Machine learning-based global maps of ecological variables and the challenge of assessing them (2022) (22)
- Sampling of Populations: Methods and Applications, 4th edition by LEVY, P. S. and LEMESHOW, S. (2009) (22)
- Software for Spatial Statistics (2015) (21)
- Modeling spatiotemporal information generation (2016) (21)
- Hello World: Introducing Spatial Data (2013) (21)
- Is the ordinary kriging variance a proper measure of interpolation error (2002) (19)
- Comparing adaptive and fixed bandwidth-based kernel density estimates in spatial cancer epidemiology (2015) (19)
- A geostatistical approach to data harmonization - Application to radioactivity exposure data (2011) (18)
- Spatial Point Pattern Analysis (2013) (17)
- Interpolation and Geostatistics (2013) (17)
- Connecting R to the Sensor Web (2011) (17)
- Automatic real-time interpolation of radiation hazards: a prototype and system architecture considerations (2007) (16)
- Space-Time Geostatistics (2017) (16)
- Using geostatistical simulation to disaggregate air quality model results for individual exposure estimation on GPS tracks (2012) (16)
- Classes for Spatial Data in R (2013) (15)
- Do Monetary Incentives Influence Users’ Behavior in Participatory Sensing? (2018) (15)
- Detecting cancer clusters in a regional population with local cluster tests and Bayesian smoothing methods: a simulation study (2013) (13)
- Spatial Variability, Mapping Methods, Image Analysis and Pixels (2004) (13)
- Optimal network design for spatial prediction of soil redistribution (137Cs) based on a minimax approach (2014) (12)
- Multidimensional Arrays for Analysing Geoscientific Data (2018) (12)
- Using rainfall radar data to improve interpolated maps of dose rate in the Netherlands. (2010) (12)
- Assessment of the prediction error in a large-scale application of a dynamic soil acidification model (2002) (12)
- Air Quality Monitoring Network Design Optimisation for Robust Land Use Regression Models (2018) (12)
- The GRASS GIS temporal framework (2017) (11)
- Spatial Statistics on the Geospatial Web (2019) (11)
- The uncertainty enabled model web (UncertWeb) (2010) (11)
- Identifying and removing heterogeneities between monitoring networks (2009) (11)
- Estimating the Influence of the Neighbourhood in the Development of Residential Areas in the Netherlands (2010) (11)
- The meuse data set: a brief tutorial for the gstat R package (2015) (10)
- Bayesian Networks for Raster Data (BayNeRD): Plausible Reasoning from Observations (2013) (10)
- Error analysis for the evaluation of model performance: rainfall–runoff event summary variables (2007) (10)
- Mapping Radioactivity from Monitoring Data (2005) (10)
- Spatio-temporal mapping of sea floor sediment pollution in the North Sea (2005) (10)
- The stochastic dimension in a dynamic GIS (2000) (9)
- Quality of life, big data and the power of statistics (2018) (9)
- Introduction to this special issue on geoinformatics for environmental surveillance (2011) (9)
- Detecting dwelling destruction in Darfur through object-based change analysis of very high-resolution imagery (2017) (9)
- Spatiotemporal Multi-Resolution Approximations for Analyzing Global Environmental Data (2020) (8)
- Automatic mapping in emergency: a geostatistical perspective (2007) (8)
- Combining automatic and manual image analysis in a web-mapping application for collaborative conflict damage assessment (2018) (8)
- Classes and Methods for Spatial Data [R package sp version 1.4-4] (2020) (8)
- A Topology Based Spatio-Temporal Map Algebra for Big Data Analysis (2019) (8)
- Measurement Errors in R (2018) (8)
- CRAN Task View: Handling and Analyzing Spatio-Temporal Data (2020) (8)
- Comprar Applied Spatial Data Analysis with R | Bivand, Roger S. | 9780387781709 | Springer (2008) (8)
- Reproducible Research in Geoinformatics: Concepts, Challenges and Benefits (Vision Paper) (2019) (7)
- Supporting interoperable interpolation: the INTAMAP approach (2007) (7)
- Scalable Earth-observation Analytics for Geoscientists: Spacetime Extensions to the Array Database SciDB (2016) (6)
- Optimising Citizen-Driven Air Quality Monitoring Networks for Cities (2018) (6)
- Uncertainty in exposure to air pollution (2013) (6)
- Small-area spatio-temporal analyses of participation rates in the mammography screening program in the city of Dortmund (NW Germany) (2015) (6)
- Nearest neighbour distance matching Leave‐One‐Out Cross‐Validation for map validation (2022) (6)
- Dimension Reduction of Multi-Spectral Satellite Image Time Series to Improve Deforestation Monitoring (2017) (6)
- The Challenge of Real-Time Automatic Mapping for Environmental Monitoring Network Management (2008) (6)
- A Statistical Approach for Studying the Spatio-Temporal Distribution of Geolocated Tweets in Urban Environments (2019) (6)
- Usability Study to Assess the IGBP Land Cover Classification for Singapore (2017) (6)
- Patterns in Mongolian nomadic household movement derived from GPS trajectories (2020) (6)
- Plume Tracking with a Mobile Sensor Based on Incomplete and Imprecise Information (2014) (6)
- Geostatistics for automatic estimation of environmental variables—some simple solutions (2008) (6)
- Stationary Sampling Designs Based on Plume Simulations (2012) (5)
- Optimising sampling designs for the maximum coverage problem of plume detection (2015) (5)
- Planning sensor locations for the detection of radioactive plumes for Norway and the Balkans (2011) (5)
- The meuse data set: a tutorial for the gstat R package (2006) (5)
- A Machine Learning Approach to Demographic Prediction using Geohashes (2017) (5)
- Rtop - an R package for interpolation along the stream network (2012) (5)
- Modelling Dependence in Space and Time with Vine Copulas (2011) (5)
- Procedia Environmental Sciences : Volume 3 : editorial (2011) (5)
- Uncertainty visualisation in the Model Web (2012) (5)
- Error assessment in a soil acidification modelling study: efficiency issues and change of support (2000) (5)
- Comparing sampling patterns for kriging the spatial mean temporal trend (2008) (4)
- Map overlay and spatial aggregation in sp (2013) (4)
- Where’s near? Using web tri-grams to explore spatial relations (2014) (4)
- Gstat: multivariable geostatistics for S (2003) (4)
- INTAMAP: an interoperable automated interpolation web service (2009) (4)
- Spatio-temporal analysis and interpolation of PM 10 measurements in Europe for (2013) (4)
- MAPPING SEA BIRD DENSITIES ON THE NORTH SEA : COMBINING GEOSTATISTICS AND GENERALISED LINEAR MODELS (2000) (3)
- Classes and Methods for Trajectory Data (2015) (3)
- UncertWeb: chaining web services accounting for uncertainty (2010) (3)
- Modelling Areal Data (2013) (3)
- Tools for communicating and visualising uncertainties, Deliverable, 3.3 (2012) (3)
- Dynamic visualisation of spatial and spatio-temporal probability density functions (2006) (3)
- Classes and Methods for Spatio-Temporal Data (2015) (3)
- Spatio-Temporal Data (2013) (3)
- Spatial and Spatio-Temporal Geostatistical Modelling, Prediction and Simulation [R package gstat version 2.0-6] (2020) (3)
- Data harmonization of environmental variables: from simple to general solutions (2009) (2)
- Toward an automatic real-time mapping system for radiation hazards (2007) (2)
- Mapping Spatial and Temporal Variation of Groundwater Quality in the Netherlands (1997) (2)
- Dynamic visualisation of spatial and spatio-temporal probability distribution functions (2006) (2)
- SPATIO-TEMPORAL REGRESSION MODELS FOR DEFORESTATION IN THE BRAZILIAN AMAZON (2011) (2)
- Further Methods for Handling Spatial Data (2013) (2)
- Uncertainty propagation between web services – a case study using the eHabitat WPS to identify unique ecosystems (2012) (2)
- OBJECT DEFINITION FOR ABOVEGROUND BIOMASS AND LEAF AREA INDEX ESTIMATION (2007) (2)
- Tools for uncertainty propagation in the Model Web using Monte Carlo simulation (2012) (2)
- Why landscape terms matter for mapping: A comparison of ethnogeographic categories and scientific classification (2014) (2)
- Data harmonization with geostatistical tools: a Bayesian extension (2008) (2)
- SCIDB BASED FRAMEWORK FOR STORAGE AND ANALYSIS OF REMOTE SENSING BIG DATA (2019) (2)
- Spatio-temporal analysis and interpolation of PM 10 measurements in Europe ETC / (2013) (2)
- How We Build Geostatistical Models and Deal with Their Output (2009) (2)
- Meaningfully Integrating Big Earth Science Data (2014) (2)
- Predicting Wildfire Fuels and Hazard in a Central European Temperate Forest Using Active and Passive Remote Sensing (2022) (2)
- Connecting Citizens and Housing Companies for Fine-grained Air-Quality Sensing (2018) (2)
- Ranking of European Capitals According to the Impact of Future Heat Waves (2017) (1)
- An algorithm for random trajectory generation between two endpoints, honoring time and speed constraints (2014) (1)
- R in the Sensor Web (2012) (1)
- Unbiased block predictions and exceedance probabilities for environmental thresholds (2008) (1)
- Assessing aboveground biomass of Mediterranean forests using airborne hyperspectral images and geostatistics (2000) (1)
- Modelling high resolution variations in air pollution at the continental scale: A comparison of GIS-based methods (2005) (1)
- Using Bayesian Hierarchical modelling to produce high resolution maps of air pollution in the EU (2005) (1)
- Spatio-temporal Aggregation of Uncertainties (2011) (1)
- An algebra for spatio-temporal information generation (2016) (1)
- SPATIAL OBJECT DEFINITION FOR VEGETATION PARAMETER ESTIMATION FROM HYMAP DATA (2006) (1)
- Spatial Data Science (2023) (1)
- Managing Uncertainty in Data and Models: UncertWeb (2010) (1)
- Spatial statistics for mapping the environment (2013) (1)
- Bindings to Selected 'liblwgeom' Functions for Simple Features [R package lwgeom version 0.2-5] (2020) (1)
- Annotating spatio-temporal datasets for meaningful analysis in the Web (2014) (1)
- Facilitating hydrological data analysis workflows in R: the RHydro package (2015) (1)
- Modelling spatio-temporal information generation (2016) (1)
- Spatial and spatio-temporal modeling of meteorological and climatic variables using Open Source software (2015) (1)
- SPATIAL PREDICTION OF FLOOD SUSCEPTIBLE AREAS USING MACHINE LEARNING APPROACH: A FOCUS ON WEST AFRICAN REGION (2021) (1)
- Optimizing Spatio-Temporal Sampling Designs of Synchronous, Static, or Clustered Measurements (2010) (1)
- Assessing and improving the transferability of current global spatial prediction models (2023) (1)
- DEVELOPING TRANSFERABLE SPATIAL PREDICTION MODELS: A CASE STUDY OF SATELLITE BASED LANDCOVER MAPPING (2022) (1)
- Christopher K. Wikle, Andrew Zammit-Mangion and Noel Cressie (2019): Spatio-temporal Statistics with R. Chapman and Hall/CRC, 396 pp. $ 47.96 (Hardcover), ISBN 978-1-1387-1113-6 (2021) (0)
- Rtop - an R package for interpolation of data with a variable spatial support - examples from river networks (2013) (0)
- Developing automatic interpolation services: experiences from the INTAMAP FP6 project (2009) (0)
- Sequential simulation of Gaussian random fields with unknown mean function: an application to heavy metal pollution data (2001) (0)
- State of R in Hydrological Modelling (2013) (0)
- Is there anything wrong with the ordinary kriging variance (2001) (0)
- Interpolating runoff-related variables with rtop (2012) (0)
- Snowmelt Runoff Regime Shifts Across Western North America (2009) (0)
- Developments in geo-informatics and geostatistics - virtual landscapes (2001) (0)
- HARMONIZATION WITH GEOSTATISTICAL TOOLS : A BAYESIAN EXTENSION (2008) (0)
- Meta-Analysis of Binary Data Using Profile Likelihood by BÖHNING, D., KUHNERT, R., and RATTANASIRI, S (2009) (0)
- Error Aware Near Real-Time Interpolation of Air Quality Observations in GEOSS (2011) (0)
- Spatial Modeling of the K factor for two sub-catchments with different tillage and grazingCase study: loessial paired sub-catchments in the north-east of IRAN (2012) (0)
- Measuring Allocation Errors in Land Change Models in Amazonia (2013) (0)
- Detecting outlying observations and structural changes in European air quality data (2013) (0)
- Discussion of Earth system data cubes unravel global multivariate dynamics, by Miguel Mahecha et al (2019) (0)
- Special section on geoENV 2014 (2015) (0)
- Automatic detection and correction of heterogenei-ties between measurement networks (2008) (0)
- Analyzing Geoscientific Data with R: Past, Present, Future (2014) (0)
- Christopher K. Wikle, Andrew Zammit-Mangion and Noel Cressie (2019): Spatio-temporal Statistics with R. Chapman and Hall/CRC, 396 pp. $ 47.96 (Hardcover), ISBN 978-1-1387-1113-6 (2021) (0)
- A method for classifying land parcels as receptive or unreceptive to nitrate leaching (2004) (0)
- Spatial statistic to assess remote sensing acreage estimates: An analysis of sugarcane in São Paulo State, Brazil (2013) (0)
- R vector and raster data cubes for openEO (2018) (0)
- Deliverable 8 . 2 Report on simple and publicly accessible UncertWeb examples (2011) (0)
- Remote Sensing Image Processing for Monitoring Vegetation Dynamics (2006) (0)
- Visualising Spatial Data (2013) (0)
- Estimating high resolution rainfall fields based on meteorological radar and rain gauges for operational water management (2004) (0)
- Real-timeautomaticinterpolationofambientgammadoseratesfromthe DutchRadioactivityMonitoringNetwork (2009) (0)
- Spatio-temporal dependence modelling and kriging (2016) (0)
- Allocation of humanitarian aid after a weather disaster (2023) (0)
- An OGC Web Processing Service for automated interpolation (2011) (0)
- Developments in geo-informatics and geostatistics (2001) (0)
- Spatio-temporal change detection from multidimensional arrays (2016) (0)
- Classes and Methods for Spatio-Temporal Data [R package spacetime version 1.2-3] (2020) (0)
- Opening Reproducible Research II : Research proposal for public record submitted to DFG programme Infrastructure for Electronic Publications and Digital Scholarly Communication (2020) (0)
- Using R for large spatiotemporal data sets (2017) (0)
- REPRODUCIBILITY AND REPLICABILITY FORUM Practical Reproducibility in Geography and Geosciences Reproducible workflows in geography and geosciences (2020) (0)
- Lessons Learned from INTAMAP, an Interoperable Web Service for the Real-Time Interpolation of Environmental Variables (2009) (0)
- Erratum to ?Mapping groundwater quality in the Netherlands? [J. Hydrol. 200 (1997) 364?386] (1998) (0)
- Developments of rtop - interpolation and simulation of data with a variable spatial support (2015) (0)
- Statistical approaches for extracting surface abundances from remote sensing data for GIS modelling (1999) (0)
- Proc. of the 2019 conference on Big Data from Space (2019) (0)
- Spatio-Temporal Geostatistics using gstat 1 (2015) (0)
- 5 MAPPING VEGETATION TYPES IN AN ALPINE AREA USING VEGETATION OBSERVATIONS AND DERIVATIVES OF A DIGITAL ELEVATION MODEL (2003) (0)
- Spatial and spectral optimization of object definition for leaf area index and aboveground biomass estimation from airborne spectroscopic images (2011) (0)
- 1st conference on spatial statistics 2011 : mapping global change, 23-25 March, 2011, Enschede, The Netherlands (2011) (0)
- Spatio-temporal change modeling with array data (2015) (0)
- Influence of point-support variogram on spatial with ATP Kriging (2012) (0)
- Nurturing a growing field: Computers & Geosciences (2017) (0)
- GEOSTAT 2015 Lancaster (2020) (0)
- Calibration and validation of a dynamic soil acidification model at a large spatial scale (2000) (0)
- Reproducible Earth observation analytics: challenges, ideas, and a study case on containerized land use change detection (2017) (0)
- Estimating the Area of Applicability of Remote Sensing-Based Machine Learning Models with Limited Training Data (2021) (0)
- Error-Aware Spatio-Temporal Aggregation in the Model Web (2013) (0)
- Unbiased Area Estimation Using Copernicus High Resolution Layers and Reference Data (2022) (0)
- Change of support and uncertainty propagation with regional applications of soil process models (2003) (0)
- Open Science goes Geo – Part II: Scientific Software (2015) (0)
- Modelling spatiotemporal change using multidimensional arrays Meng (2017) (0)
- Patterns and Processes in Changing Environments (2003) (0)
- Mapping (un)certainty of machine learning-based spatial prediction models based on predictor space distances (2020) (0)
- Implementation of geostatistical models for large spatiotemporal datasets using multi-resolution approximations (2021) (0)
- Disaggregating gridded air quality data for individual exposure modelling (2011) (0)
- Measurement Units for R Vectors [R package units version 0.6-7] (2020) (0)
- “Extending R”, by John M. Chambers (2017) (0)
- Introduction to Geostatistics 9. Two-sample T-test: Type-II errors and Power Analysis of Variance (2009) (0)
- Ecological Models and Data in R by BOLKER, B. M (2009) (0)
- Automated Mapping of Environmental Variables from a SEIS or SISE Perspective (2009) (0)
- Innovative Measurement and Modelling (2001) (0)
- Analyzing large-scale Earth Observation data repositories made simple with OpenEO Platform (2021) (0)
- Comment on: Earth system data cubes unravel global multivariate dynamics (2019) (0)
- Running user-defined functions in R on Earth observation data in cloud backends (0)
- Remote Sensing and Image Analysis { Principle component analysis (2008) (0)
- “Extending R”, by John M. Chambers (2016) (0)
- Classes and Methods for Trajectory Data [R package trajectories version 0.2-2] (2020) (0)
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