meteoEVT (version 0.1.0)

jacobian: Jacobian matrix and determinant

Description

Calculates the Jacobian matrix and Jacobian determinant for 2 or 3 given scalar fields

Usage

jacobian(
  fld1,
  fld2,
  fld3 = NULL,
  lat = NULL,
  d = 3,
  system = "p",
  rho = NULL,
  dx = 0.25,
  dy = 0.25,
  plev = 5000,
  mode = "lonlat"
)

Value

list containing Jacobian matrix and determinant

Arguments

fld1

field 1 with dimensions (lon,lat,p)

fld2

field 2 with dimensions (lon,lat,p)

fld3

field 3 with dimensions (lon,lat,p)

lat

vector containing latitude

d

scalar for dimension (use d=2 for 2 input fields and d=3 for 3 inpt fields)

system

for type of coordinate system (use 'p' for pressure system and 'z' for height system)

rho

field with dimensions (lon,lat,p) for density or a scalar rho (for constant density)

dx

x resolution in the corresponding unit (e.g. 0.25 degree for ERA5 with mode='lonlat' or e.g. 1000 m in cartesian coordinates with mode='cartesian')

dy

y resolution in the corresponding unit (e.g. 0.25 degree for ERA5 with mode='lonlat' or e.g. 1000 m in cartesian coordinates with mode='cartesian')

plev

a scalar containing the p resolution (if equidistant) or a vector containing pressure levels in Pa (for non-equidistant)

mode

the coordinate system, options are lonlat for a longitude-latitude-grid (default), or cartesian for an equidistant cartesian grid