Created
August 9, 2023 16:40
-
-
Save meteorologytoday/42c35cac00bfaeabe6c2b8a6c9e978f4 to your computer and use it in GitHub Desktop.
Detect a range of lat lon (python + numpy)
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
import numpy as np | |
def findfirst(a): | |
return np.argmax(a) | |
def findlast(a): | |
return (len(a) - 1) - np.argmax(a[::-1]) | |
def findArgRange(arr, lb, ub): | |
if lb > ub: | |
raise Exception("Lower bound should be no larger than upper bound") | |
if np.any( (arr[1:] - arr[:-1]) <= 0 ): | |
raise Exception("input array should be monotonically increasing") | |
idx = np.logical_and((lb <= arr), (arr <= ub)) | |
idx_low = findfirst(idx) | |
idx_max = findlast(idx) | |
return idx_low, idx_max | |
def findRegion_latlon(lat_arr, lat_rng, lon_arr, lon_rng): | |
lat_beg, lat_end = findArgRange(lat_arr, lat_rng[0], lat_rng[1]) | |
lon_beg, lon_end = findArgRange(lon_arr, lon_rng[0], lon_rng[1]) | |
return (lon_beg, lon_end, lat_beg, lat_end) |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment