Spatial interpolation methods applied in the environmental sciences: A review

J Li, AD Heap - Environmental Modelling & Software, 2014 - Elsevier
Spatially continuous data of environmental variables are often required for environmental
sciences and management. However, information for environmental variables is usually …

A review of comparative studies of spatial interpolation methods in environmental sciences: Performance and impact factors

J Li, AD Heap - Ecological Informatics, 2011 - Elsevier
Spatial interpolation methods have been applied to many disciplines. Many factors affect the
performance of the methods, but there are no consistent findings about their effects. In this …

[PDF][PDF] A review of spatial interpolation methods for environmental scientists

J Li, AD Heap - 2008 - researchgate.net
Spatial continuous data (spatial continuous surfaces) play a significant role in planning, risk
assessment and decision making in environmental management. They are, however …

An experimental comparison of ordinary and universal kriging and inverse distance weighting

D Zimmerman, C Pavlik, A Ruggles… - Mathematical Geology, 1999 - Springer
A factorial, computational experiment was conducted to compare the spatial interpolation
accuracy of ordinary and universal kriging and two types of inverse squared-distance …

[HTML][HTML] A comparative analysis of different DEM interpolation methods

PV Arun - The Egyptian journal of remote sensing and space …, 2013 - Elsevier
Visualization of geospatial entities generally entails Digital Elevation Models (DEMs) that
are interpolated to establish three dimensional co-ordinates for the entire terrain. The …

Sampling for validation of digital soil maps

DJ Brus, B Kempen… - European Journal of Soil …, 2011 - Wiley Online Library
The increase in digital soil map** around the world means that appropriate and efficient
sampling strategies are needed for validation. Data used for calibrating a digital soil …

Modelling soil variation: past, present, and future

GBM Heuvelink, R Webster - Geoderma, 2001 - Elsevier
The soil mantles the land, except where there is bare rock or ice, and it varies more or less
continuously. Many of its properties change continuously in time, too. We can measure the …

Accuracy of interpolation techniques for the derivation of digital elevation models in relation to landform types and data density

V Chaplot, F Darboux, H Bourennane, S Leguédois… - Geomorphology, 2006 - Elsevier
One of the most important scientific challenges of digital elevation modeling is the
development of numerical representations of large areas with a high resolution. Although …

Random sampling or geostatistical modelling? Choosing between design-based and model-based sampling strategies for soil (with discussion)

DJ Brus, JJ De Gruijter - Geoderma, 1997 - Elsevier
Classical sampling theory has been repeatedly identified with classical statistics which
assumes that data are identically and independently distributed. This explains the switch of …

Statistical approach to inverse distance interpolation

O Babak, CV Deutsch - Stochastic Environmental Research and Risk …, 2009 - Springer
Inverse distance interpolation is a robust and widely used estimation technique. Variants of
kriging are often proposed as statistical techniques with superior mathematical properties …