Results 11 to 20 of about 5,570 (187)

Review of Dace-Kriging Metamodel [PDF]

Interdisciplinary Description of Complex Systems, 2023
This paper presents a conceptual review of the kriging metamodel that is introduced for the design and analysis of computer experiments (DACE). Kriging is a statistical interpolation method to build an approximation model from a set of evaluations of the
Muzaffer Balaban
doaj  

Modeling the distribution of invasive species (Ambrosia spp.) using regression kriging and Maxent

Frontiers in Ecology and Evolution, 2022
Invasion by non-native species due to human activities is a major threat to biodiversity. The niche hypothesis for invasive species that rapidly disperse and disturb ecosystems is easily discarded owing to eradication activities or unsaturated dispersal.
Ki Hwan Cho, Jeong-Soo Park, Ji Hyung Kim, Yong Sung Kwon, Do-Hun Lee   +4 more
doaj   +1 more source

Spatial prediction of soil properties in two contrasting physiographic regions in Brazil

Scientia Agricola, 2016
This study compared the performance of ordinary kriging (OK) and regression kriging (RK) to predict soil physical-chemical properties in topsoil (0-15 cm).
Michele Duarte de Menezes, Sérgio Henrique Godinho Silva, Carlos Rogério de Mello, Phillip Ray Owens, Nilton Curi   +4 more
doaj   +1 more source

Detailed mapping of soil texture of a paddy growing soil using multivariate geostatistical approaches

Tropical Agricultural Research, 2018
This study was conducted to explore performances of multivariate geostatistical techniques, co-kriging and regression kriging in contrast to univariate ordinary kriging, to generate detailed maps of soil texture by using proximally sensed apparent ...
R. A. A. S. Rathnayaka, U. W. A. Vitharana, W. K. Balasooriya   +2 more
doaj   +1 more source

Augmenting Geostatistics with Matrix Factorization: A Case Study for House Price Estimation

ISPRS International Journal of Geo-Information, 2020
Singular value decomposition (SVD) is ubiquitously used in recommendation systems to estimate and predict values based on latent features obtained through matrix factorization.
Aisha Sikder, Andreas Züfle
doaj   +1 more source

Utilisation of Intrinsic and Extrinsic Soil Information to Derive Soil Nutrient Management Zones for Banana Production in a Smallholder Farm

Land, 2023
In South Africa (SA), smallholder farmers contribute significantly to food production and play an essential role in the nation’s food and nutritional security.
Seome Michael Swafo, Phesheya Eugine Dlamini   +1 more
doaj   +1 more source

Regression and Classification by Zonal Kriging

CoRR, 2018
Consider a family $Z=\{\boldsymbol{x_{i}},y_{i}$,$1\leq i\leq N\}$ of $N$ pairs of vectors $\boldsymbol{x_{i}} \in \mathbb{R}^d$ and scalars $y_{i}$ that we aim to predict for a new sample vector $\mathbf{x}_0$. Kriging models $y$ as a sum of a deterministic function $m$, a drift which depends on the point $\boldsymbol{x}$, and a random function $z ...
Jean Serra, Jesús Angulo, Bangalore Ravi Kiran   +2 more
openaire   +2 more sources

Mapping the topsoil pH and humus quality of forest soils in the North Bohemian Jizerské hory Mts. region with ordinary, universal, and regression kriging: cross-validation comparison

Soil and Water Research, 2013
North Bohemia belongs to one of the most heavily industrialized and polluted regions in Europe. The enormous acid deposition which culminated in the 1970s has largely contributed to the accelerated acidification process in the soils and consequently to ...
Radim VAŠÁT, Lenka PAVLŮ, Luboš BORŮVKA, Ondřej DRÁBEK, Antonín NIKODEM   +4 more
doaj   +1 more source

Random Forest Spatial Interpolation

Remote Sensing, 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.
Aleksandar Sekulić, Milan Kilibarda, Gerard B.M. Heuvelink, Mladen Nikolić, Branislav Bajat   +4 more
doaj   +1 more source

Validation of Grid APHRODIT Daily Precipitation Estimates and Estimates derived from spatial interpolation of Precipitation in the Khuzestan province

مجله آب و خاک, 2014
Available accurate and reliable precipitation data are so important in water resources management and planning. In this study,to determine the best method of regional precipitation estimate in Khuzestan province, estimated daily precipitation data from ...
M. Jamei, M. Mousavi Baygi, M. Bannayan Awal   +2 more
doaj   +1 more source