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 …

Crop yield forecasting on the Canadian Prairies by remotely sensed vegetation indices and machine learning methods

MD Johnson, WW Hsieh, AJ Cannon… - Agricultural and forest …, 2016 - Elsevier
Crop yield forecast models for barley, canola and spring wheat grown on the Canadian
Prairies were developed using vegetation indices derived from satellite data and machine …

Spatial estimation of urban air pollution with the use of artificial neural network models

A Alimissis, K Philippopoulos, CG Tzanis… - Atmospheric …, 2018 - Elsevier
The deterioration of urban air quality is considered worldwide one of the primary
environmental issues and scientific evidence associates the exposure to ambient air …

Geostatistical interpolation of daily rainfall at catchment scale: the use of several variogram models in the Ourthe and Ambleve catchments, Belgium

S Ly, C Charles, A Degre - Hydrology and Earth System …, 2011 - hess.copernicus.org
Spatial interpolation of precipitation data is of great importance for hydrological modelling.
Geostatistical methods (kriging) are widely applied in spatial interpolation from point …

Climate change and its impacts on vegetation distribution and net primary productivity of the alpine ecosystem in the Qinghai-Tibetan Plateau

Q Gao, Y Guo, H Xu, H Ganjurjav, Y Li, Y Wan… - Science of the total …, 2016 - Elsevier
Abstract Changes in climate have caused impacts on ecosystems on all continents scale,
and climate change is also projected to be a stressor on most ecosystems even at the rate of …

Comparison of six methods for the interpolation of daily, European climate data

N Hofstra, M Haylock, M New… - Journal of Geophysical …, 2008 - Wiley Online Library
We compare versions of six interpolation methods for the interpolation of daily precipitation,
mean, minimum and maximum temperature, and sea level pressure from station data over …

Differences in spatial patterns of drought on different time scales: an analysis of the Iberian Peninsula

SM Vicente-Serrano - Water resources management, 2006 - Springer
The differences in spatial patterns of drought over a range of time scales were analysed by
the Standardized Precipitation Index (SPI). In a climatic area with a wide range of …

The generation of monthly gridded datasets for a range of climatic variables over the UK

M Perry, D Hollis - … Journal of Climatology: A Journal of the …, 2005 - Wiley Online Library
Monthly or annual 5 km× 5 km gridded datasets covering the UK are generated for the 1961–
2000 period, for 36 climatic parameters. As well as the usual elements of temperature …