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Random Forest Spatial Interpolation
(MDPI, 2020)
For many decades, kriging and deterministic interpolation techniques, such as inverse distance weighting and nearest neighbour interpolation, have been the most popular spatial interpolation techniques. Kriging with external ...
Design and optimisation of laser scanning for tunnels geometry inspection
(Tunnelling and Underground Space Technology, 2013)
The use of terrestrial laser scanning technology in engineering surveys is gaining an increasing interest due to the very high spatial density of the acquired data. Recent improvements regarding the speed, accuracy, software ...
Modeling Urban Land Use Changes Using Support Vector Machines
(Blackwell Publishing Ltd, 2016)
Support Vector Machines (SVM) is a machine learning (ML) algorithm commonly applied to the classification of remotely sensing data and more recently for modeling land use changes. However, in most geospatial applications ...
Soil type classification and estimation of soil properties using support vector machines
(Geoderma, 2010)
Quantitative techniques for prediction and classification in soil survey are developing rapidly. The paper introduces application of Support Vector Machines in the estimate of values of soil properties and soil type ...
Recent trends in daily rainfall extremes over Montenegro (1951-2010)
(Copernicus GmbH, 2015)
More intense rainfall may cause a range of negative impacts upon society and the environment. In this study we analysed trends in extreme ETCCDI (Expert Team on Climate Change Detection and Indices) rainfall indices in ...
Global geographic and feature space coverage of temperature data in the context of spatio-temporal interpolation
(Elsevier, 2015)
This article highlights the results of an assessment of representation and usability of global temperature station data for global spatio-temporal analysis. Datasets from the Global Surface Summary of Day (GSOD) and the ...
Corrigendum to ‘‘Design and optimization of laser scanning for tunnelsgeometry inspection’’ [Tunnell. Underground Space Technol. 37 (2013)199–206]
(Tunnelling and Underground Space Technology, 2013)
The authors regret that the published version of the abovearticle failed to credit the other authors. The authors regret thatthe printed version of the above article contained this error. The authors would like to apologise ...
SoilGrids250m: Global gridded soil information based on machine learning
(Public Library of Science, 2017)
This paper describes the technical development and accuracy assessment of the most recent and improved version of the SoilGrids system at 250m resolution (June 2016 update). SoilGrids provides global predictions for standard ...
New Downscaling Approach Using ESA CCI SM Products for Obtaining High Resolution Surface Soil Moisture
(MDPI, 2020)
ESA CCI SM products have provided remotely-sensed surface soil moisture (SSM) content with the best spatial and temporal coverage thus far, although its output spatial resolution of 25 km is too coarse for many regional ...
Trace element distribution in surface soils from a coal burning power production area: A case study from the largest power plant site in Serbia
(Catena, 2013)
The content of trace elements (As, Cd, Co, Cr, Cu, Hg, Mn, Ni, Pb and Zn) in surface soils in the area surrounding the largest coal-fired power plant in Serbia was determined to assess the contribution of emissions to ...