scholarly journals Optimal scaling of predictors for digital mapping of soil properties

Geoderma ◽  
2022 ◽  
Vol 405 ◽  
pp. 115453
Author(s):  
Andrei Dornik ◽  
Marinela Adriana Cheţan ◽  
Lucian Drăguţ ◽  
Daniel Dorin Dicu ◽  
Andrei Iliuţă
Keyword(s):  
Soil Properties ◽  
Optimal Scaling ◽  
Digital Mapping

Re-tooling of regression kriging in R for improved digital mapping of soil properties

2014 ◽  
Vol 19 (1) ◽  
pp. 157-165 ◽  
Author(s):  
Christian T. Omuto ◽  
Ronald R. Vargas
Keyword(s):  
Soil Properties ◽  
Regression Kriging ◽  
Digital Mapping

Digital mapping of soil properties and associated uncertainties in the Llanos Orientales, South America

GlobalSoilMap ◽  
2014 ◽  
pp. 367-372 ◽  
Author(s):  
J Ashtekar ◽  
P Owens ◽  
R Brown ◽  
H Winzeler ◽  
M Dorantes ◽  
...  
Keyword(s):  
South America ◽  
Soil Properties ◽  
Digital Mapping

Digital mapping of soil properties in Canadian managed forests at 250m of resolution using the k-nearest neighbor method

Geoderma ◽  
2014 ◽  
Vol 235-236 ◽  
pp. 59-73 ◽  
Author(s):  
Nicolas Mansuy ◽  
Evelyne Thiffault ◽  
David Paré ◽  
Pierre Bernier ◽  
Luc Guindon ◽  
...  
Keyword(s):  
Soil Properties ◽  
Nearest Neighbor ◽  
Managed Forests ◽  
K Nearest Neighbor ◽  
Digital Mapping

Digital mapping of A-horizon thickness using the correlation between various soil properties and soil apparent electrical resistivity

Geoderma ◽  
2010 ◽  
Vol 157 (3-4) ◽  
pp. 154-164 ◽  
Author(s):  
Vincent Chaplot ◽  
Simon Lorentz ◽  
Pascal Podwojewski ◽  
Graham Jewitt
Keyword(s):  
Electrical Resistivity ◽  
Soil Properties ◽  
Digital Mapping

Digital mapping of soil properties using multiple machine learning in a semi-arid region, central Iran

Geoderma ◽  
2019 ◽  
Vol 338 ◽  
pp. 445-452 ◽  
Author(s):  
Mojtaba Zeraatpisheh ◽  
Shamsollah Ayoubi ◽  
Azam Jafari ◽  
Samaneh Tajik ◽  
Peter Finke
Keyword(s):  
Machine Learning ◽  
Soil Properties ◽  
Arid Region ◽  
Central Iran ◽  
Digital Mapping ◽  
Semi Arid Region ◽  
Semi Arid

scholarly journals Digital mapping of GlobalSoilMap soil properties at a broad scale: A review

Geoderma ◽  
2022 ◽  
Vol 409 ◽  
pp. 115567
Author(s):  
Songchao Chen ◽  
Dominique Arrouays ◽  
Vera Leatitia Mulder ◽  
Laura Poggio ◽  
Budiman Minasny ◽  
...  
Keyword(s):  
Soil Properties ◽  
Digital Mapping ◽  
Broad Scale

Legacy data-based national-scale digital mapping of key soil properties in India

Geoderma ◽  
2021 ◽  
Vol 381 ◽  
pp. 114684 ◽  
Author(s):  
Nagarjuna N. Reddy ◽  
Poulamee Chakraborty ◽  
Sourav Roy ◽  
Kanika Singh ◽  
Budiman Minasny ◽  
...  
Keyword(s):  
Soil Properties ◽  
National Scale ◽  
Digital Mapping ◽  
Legacy Data
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