Search Results - "Pebesma, Edzer"

Machine learning-based global maps of ecological variables and the challenge of assessing them by Meyer, Hanna, Pebesma, Edzer

“…The recent wave of published global maps of ecological variables has caused as much excitement as it has received criticism. Here we look into the data and…”
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spacetime : Spatio-Temporal Data in R by Pebesma, Edzer

“…This document describes classes and methods designed to deal with different types of spatio-temporal data in R implemented in the R package spacetime, and…”
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Multivariable geostatistics in S: the gstat package by Pebesma, Edzer J

“…This paper discusses advantages and shortcomings of the S environment for multivariable geostatistics, in particular when extended with the gstat package, an…”
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Using Google Earth Engine to detect land cover change: Singapore as a use case by Sidhu, Nanki, Pebesma, Edzer, Câmara, Gilberto

“…This paper investigates the web-based remote sensing platform, Google Earth Engine (GEE) and evaluates the platform's utility for performing raster and vector…”
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On-Demand Processing of Data Cubes from Satellite Image Collections with the gdalcubes Library by Appel, Marius, Pebesma, Edzer

“…Earth observation data cubes are increasingly used as a data structure to make large collections of satellite images easily accessible to scientists. They hide…”
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Open and scalable analytics of large Earth observation datasets: From scenes to multidimensional arrays using SciDB and GDAL by Appel, Marius, Lahn, Florian, Buytaert, Wouter, Pebesma, Edzer

“…Earth observation (EO) datasets are commonly provided as collection of scenes, where individual scenes represent a temporal snapshot and cover a particular…”
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dtwSat : Time-Weighted Dynamic Time Warping for Satellite Image Time Series Analysis in R by Maus, Victor, Câmara, Gilberto, Appel, Marius, Pebesma, Edzer

“…The opening of large archives of satellite data such as LANDSAT, MODIS and the SENTINELs has given researchers unprecedented access to data, allowing them to…”
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Real-time automatic interpolation of ambient gamma dose rates from the Dutch radioactivity monitoring network by Hiemstra, Paul H., Pebesma, Edzer J., Twenhöfel, Chris J.W., Heuvelink, Gerard B.M.

“…Detection of radiological accidents and monitoring the spread of the contamination is of great importance. Following the Chernobyl accident many European…”
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Spatio-temporal prediction of daily temperatures using time-series of MODIS LST images by Hengl, Tomislav, Heuvelink, Gerard B. M., Perčec Tadić, Melita, Pebesma, Edzer J.

“…A computational framework to generate daily temperature maps using time-series of publicly available MODIS MOD11A2 product Land Surface Temperature (LST)…”
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Predicting Wildfire Fuels and Hazard in a Central European Temperate Forest Using Active and Passive Remote Sensing by Heisig, Johannes, Olson, Edward, Pebesma, Edzer

“…Climate change causes more extreme droughts and heat waves in Central Europe, affecting vegetative fuels and altering the local fire regime. Wildfire is…”
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The openEO API–Harmonising the Use of Earth Observation Cloud Services Using Virtual Data Cube Functionalities by Schramm, Matthias, Pebesma, Edzer, Milenković, Milutin, Foresta, Luca, Dries, Jeroen, Jacob, Alexander, Wagner, Wolfgang, Mohr, Matthias, Neteler, Markus, Kadunc, Miha, Miksa, Tomasz, Kempeneers, Pieter, Verbesselt, Jan, Gößwein, Bernhard, Navacchi, Claudio, Lippens, Stefaan, Reiche, Johannes

“…At present, accessing and processing Earth Observation (EO) data on different cloud platforms requires users to exercise distinct communication strategies as…”
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Mapping of background air pollution at a fine spatial scale across the European Union by Beelen, Rob, Hoek, Gerard, Pebesma, Edzer, Vienneau, Danielle, de Hoogh, Kees, Briggs, David J.

“…There is a need to understand much more about the geographic variation of air pollutants. This requires the ability to extrapolate from monitoring stations to…”
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Unbiased Area Estimation Using Copernicus High Resolution Layers and Reference Data by Kleinewillinghöfer, Luca, Olofsson, Pontus, Pebesma, Edzer, Meyer, Hanna, Buck, Oliver, Haub, Carsten, Eiselt, Beatrice

“…Land cover area estimates can be derived via design-based approaches using a probability (random) reference sample. The collection of samples is usually costly…”
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plotKML : Scientific Visualization of Spatio-Temporal Data by Hengl, Tomislav, Roudier, Pierre, Beaudette, Dylan, Pebesma, Edzer

“…plotKML is an R package that provides methods for writing the most common R spatial classes into KML files. It builds up on the existing XML parsing…”
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Brazil Data Cube Workflow Engine: a tool for big Earth observation data processing by Gomes, Vitor C. F., Queiroz, Gilberto R., Ferreira, Karine R., Pebesma, Edzer, Barbosa, Claudio C. F.

“…ABSTRACTEarth Observation (EO) satellites have produced vast image collections that are freely accessible to society. However, handling these images often…”
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Software for Spatial Statistics by Pebesma, Edzer, Bivand, Roger, Ribeiro, Paulo Justiano

“…We give an overview of the papers published in this special issue on spatial statistics, of the Journal of Statistical Software. 21 papers address issues…”
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Do Monetary Incentives Influence Users' Behavior in Participatory Sensing? by Khoi, Ngo Manh, Casteleyn, Sven, Moradi, M Mehdi, Pebesma, Edzer

“…Participatory sensing combines the powerful sensing capabilities of current mobile devices with the mobility and intelligence of human beings, and as such has…”
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Multidimensional Arrays for Analysing Geoscientific Data by Lu, Meng, Appel, Marius, Pebesma, Edzer

“…Geographic data is growing in size and variety, which calls for big data management tools and analysis methods. To efficiently integrate information from high…”
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Usability Study to Assess the IGBP Land Cover Classification for Singapore by Sidhu, Nanki, Pebesma, Edzer, Wang, Yi-Chen

“…Our research focuses on assessing the usability of the International Geosphere Biosphere Programme (IGBP) classification scheme provided in the MODIS MCD12Q1-1…”
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Dimension Reduction of Multi-Spectral Satellite Image Time Series to Improve Deforestation Monitoring by Lu, Meng, Hamunyela, Eliakim, Verbesselt, Jan, Pebesma, Edzer

“…In recent years, sequential tests for detecting structural changes in time series have been adapted for deforestation monitoring using satellite data. The…”
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