spatial_check: Spatial consistency check using inverse Earth mover's...

In jieyu97/QCwind: Quality control procedures for citizen science wind observations

Description

Flag and reject inconsistent observations in space.

Usage

spatial_check(
  test.station.windspeed.nonzero,
  official.station.windspeed,
  test.nbhd_spatial.info,
  order_spatial.test_station
)

Arguments

test.station.windspeed.nonzero	a data.frame that includes observation data of all test stations, with no zeros.
official.station.windspeed	a data.frame that includes observation data of official stations.
test.nbhd_spatial.info	output of function spatial_neighbors.
order_spatial.test_station	output of function spatial_order.

Value

a large list of three data.frames: new_windspeed: observations after filtering spatially inconsistent ones; flags: flag of each observation; iemdw_estimates: inverse Earth mover's distance weighting estimates of each observation.

jieyu97/QCwind documentation built on June 18, 2021, 3:37 a.m.