A conditioned Latin hypercube method for sampling in the presence of ancillary information

By Budiman Minasny, Alex B. McBratney. Computational Geosciences, 2006

964 citations recorded by the source corpus.

Subfields: Civil and Structural Engineering, Environmental Engineering, Soil Science

View Paper: https://www.semanticscholar.org/paper/cbbf25f4a2419f69774baadba07b23437ba4dc49

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Civil and Structural Engineering

1. Alex B. McBratney
2. Budiman Minasny
3. Tomislav Hengl
4. C. Brungard
5. THOMAS C. EDWARDS JR.
6. J. Boettinger
7. Michael C. Duniway
8. S. Wills

In Environmental Engineering

1. Budiman Minasny
2. Alex B. McBratney
3. Tomislav Hengl
4. S. Wills
5. Alexandre M. J.-C. Wadoux
6. C. Brungard
7. THOMAS C. EDWARDS JR.
8. J. Boettinger

In Soil Science

1. Alex B. McBratney
2. Budiman Minasny
3. Tomislav Hengl
4. C. Brungard
5. S. Wills
6. THOMAS C. EDWARDS JR.
7. J. Boettinger
8. Michael C. Duniway

Citations in the corpus

• Incorporating limited field operability and legacy soil samples in a hypercube sampling design for digital soil mapping (2016, positive): “Hence, the site selection is conditioned by rejecting covariate combinations that do not exist in the real world ( Minasny and McBratney , 2006).”
• Spatial prediction of soil properties using EBLUP with the Matérn covariance function (2007, background): “(2) Soil pH data Top soil pH from a survey in the Pokolbin area of the lower Hunter Valley, New South Wales, where 399 samples of soil were taken at a depth of 0–10 cm by Latin hypercube sampling of the ancillary data (Minasny and McBratney, 2006).”
• Distance and similarity-search metrics for use with soil vis-NIR spectra (2013, neutral): “5a) using a conditioned Latin hypercube sampling (Minasny and McBratney, 2006) on a projected principal component space.”