mpspline_one: Spline discrete soils data - single site

In mpspline2: Mass-Preserving Spline Functions for Soil Data

Spline discrete soils data - single site

Description

This function implements the mass-preserving spline method of Bishop et al (1999) (doi: 10.1016/S0016-7061(99)00003-8) for interpolating between measured soil attributes down a single soil profile.

Usage

mpspline_one(
  site = NULL,
  var_name = NULL,
  lam = 0.1,
  d = c(0, 5, 15, 30, 60, 100, 200),
  vlow = 0,
  vhigh = 1000
)

Arguments

site	data frame containing data for a single soil profile. Column 1 must contain site identifiers. Columns 2 and 3 must contain upper and lower sample depths, respectively, measured in centimeters. Subsequent columns will contain measured values for those depths.
var_name	length-1 character or length-1 integer denoting the column in site in which target data is stored. If not supplied, the fourth column of the input object is assumed to contain the target data.
lam	number; smoothing parameter for spline. Defaults to 0.1.
d	sequential integer vector; denotes the output depth ranges in cm. Defaults to c(0, 5, 15, 30, 60, 100, 200) after the GlobalSoilMap specification, giving output predictions over intervals 0-5cm, 5-15cm, etc.
vlow	numeric; constrains the minimum predicted value to a realistic number. Defaults to 0.
vhigh	numeric; constrains the maximum predicted value to a realistic number. Defaults to 1000.

Value

A list with the following elements: Site ID, vector of predicted values over input intervals, vector of predicted values for each cm down the profile to max(d), vector of predicted values over d (output) intervals, and root mean squared error.

Examples

dat <- data.frame("SID" = c( 1,  1,  1,  1),
                   "UD" = c( 0, 20, 40, 60),
                   "LD" = c(10, 30, 50, 70),
                  "VAL" = c( 6,  4,  3, 10),
                   stringsAsFactors = FALSE)
mpspline_one(site = dat, var_name = 'VAL')

mpspline2 documentation built on April 4, 2022, 1:07 a.m.