A framework for recalibrating pedotransfer functions using nonlinear least squares and estimating uncertainty using quantile regression

Pedotransfer functions (PTFs) have been developed for many regions to estimate values missing from soil profile databases. However, globally there are many areas without existing PTFs, and it is not advisable to use PTFs outside their domain of development due to poor performance. Further, developed...

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Główni autorzy:	Adrienne Arbor, Margaret Schmidt, Daniel Saurette, Jin Zhang, Chuck Bulmer, Deepa Filatow, Babak Kasraei, Sean Smukler, Brandon Heung
Format:	Artigo
Język:	Inglês
Wydane:	Elsevier 2023-11-01
Seria:	Geoderma
Hasła przedmiotowe:	Soil bulk density Nonlinear least squares Uncertainty analysis Quantile regression Pedotransfer functions Model recalibration
Dostęp online:	http://www.sciencedirect.com/science/article/pii/S0016706123003518
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