ee.Image.arrayAccum

Accumulates elements of each array pixel along the given axis, by setting each element of the result array pixel to the reduction of elements in that pixel along the given axis, up to and including the current position on the axis. Kann verwendet werden, um eine kumulative Summe, eine monoton steigende Sequenz usw. zu erstellen.

Nutzung	Ausgabe
Image.arrayAccum(axis, reducer)	Bild

Argument	Typ	Details
Dieses: input	Bild	Eingabebild.
axis	Ganzzahl	Achse, entlang der die kumulative Summe berechnet werden soll.
reducer	Reduzierer, Standard: null	Reducer zum Akkumulieren von Werten. Der Standardwert ist SUM. Damit wird die kumulative Summe jedes Vektors entlang der angegebenen Achse berechnet.

Beispiele

Code-Editor (JavaScript)

// A function to print the array for a selected pixel in the following examples.
function sampArrImg(arrImg) {
  var point = ee.Geometry.Point([-121, 42]);
  return arrImg.sample(point, 500).first().get('array');
}

// Create a 1D array image.
var arrayImg1D = ee.Image([1, 2, 3]).toArray();
print('1D array image (pixel)', sampArrImg(arrayImg1D));
// [1, 2, 3]

// Perform accumulation procedures along axes using ee.Reducer functions.
// Here we calculate the cumulative sum along the 0-axis for a 1D array.
var accumSum1DAx0 = arrayImg1D.arrayAccum(0, ee.Reducer.sum());
print('Cumulative sum along 0-axis', sampArrImg(accumSum1DAx0));
// [1, 3, 6]

// Create a 2D 3x3 array image.
var arrayImg2D = ee.Image([1, 2, 3, 4, 5, 6, 7, 8, 9]).toArray()
  .arrayReshape(ee.Image([3, 3]).toArray(), 2);
print('2D 3x3 array image (pixel)', sampArrImg(arrayImg2D));
// [[1, 2, 3],
//  [4, 5, 6],
//  [7, 8, 9]]

// Calculate the cumulative sum along the 0-axis for a 2D array.
var accumSum2DAx0 = arrayImg2D.arrayAccum(0, ee.Reducer.sum());
print('Cumulative sum along 0-axis', sampArrImg(accumSum2DAx0));
// [[ 1,  2,  3],
//  [ 5,  7,  9],
//  [12, 15, 18]]

// Calculate the cumulative sum along the 1-axis for a 2D array.
var accumSum2DAx1 = arrayImg2D.arrayAccum(1, ee.Reducer.sum());
print('Cumulative sum along 1-axis', sampArrImg(accumSum2DAx1));
// [[1,  3,  6],
//  [4,  9, 15],
//  [7, 15, 24]]

Python einrichten

Weitere Informationen zur Python API und zur Verwendung von geemap für die interaktive Entwicklung finden Sie auf der Seite Python-Umgebung.

import ee
import geemap.core as geemap

Colab (Python)

# A function to print the array for a selected pixel in the following examples.
def samp_arr_img(arr_img):
  point = ee.Geometry.Point([-121, 42])
  return arr_img.sample(point, 500).first().get('array')

# Create a 1D array image.
array_img_1d = ee.Image([1, 2, 3]).toArray()
display('1D array image (pixel):', samp_arr_img(array_img_1d))
# [1, 2, 3]

# Perform accumulation procedures along axes using ee.Reducer functions.
# Here we calculate the cumulative sum along the 0-axis for a 1D array.
accum_sum_1d_ax0 = array_img_1d.arrayAccum(0, ee.Reducer.sum())
display('Cumulative sum along 0-axis:', samp_arr_img(accum_sum_1d_ax0))
# [1, 3, 6]

# Create a 2D 3x3 array image.
array_img_2d = ee.Image([1, 2, 3, 4, 5, 6, 7, 8, 9]).toArray().arrayReshape(
    ee.Image([3, 3]).toArray(),
    2)
display('2D 3x3 array image (pixel):', samp_arr_img(array_img_2d))
# [[1, 2, 3],
#  [4, 5, 6],
#  [7, 8, 9]]

# Calculate the cumulative sum along the 0-axis for a 2D array.
accum_sum_2d_ax0 = array_img_2d.arrayAccum(0, ee.Reducer.sum())
display('Cumulative sum along 0-axis:', samp_arr_img(accum_sum_2d_ax0))
# [[ 1,  2,  3],
#  [ 5,  7,  9],
#  [12, 15, 18]]

# Calculate the cumulative sum along the 1-axis for a 2D array.
accum_sum_2d_ax1 = array_img_2d.arrayAccum(1, ee.Reducer.sum())
display('Cumulative sum along 1-axis:', samp_arr_img(accum_sum_2d_ax1))
# [[1,  3,  6],
#  [4,  9, 15],
#  [7, 15, 24]]