공지사항:
2025년 4월 15일 전에 Earth Engine 사용을 위해 등록된 모든 비상업용 프로젝트는 Earth Engine 액세스를 유지하기 위해
비상업용 자격 요건을 인증해야 합니다.
ee.Terrain.aspect
컬렉션을 사용해 정리하기
내 환경설정을 기준으로 콘텐츠를 저장하고 분류하세요.
지형 DEM에서 경사면을 도 단위로 계산합니다.
로컬 그라데이션은 각 픽셀의 4방향 연결 이웃을 사용하여 계산되므로 이미지의 가장자리 주변에 누락된 값이 발생합니다.
| 사용 | 반환 값 |
|---|
ee.Terrain.aspect(input) | 이미지 |
| 인수 | 유형 | 세부정보 |
|---|
input | 이미지 | 고도 이미지(미터)입니다. |
예
코드 편집기 (JavaScript)
// A digital elevation model.
var dem = ee.Image('NASA/NASADEM_HGT/001').select('elevation');
// Calculate slope. Units are degrees, range is [0,90).
var slope = ee.Terrain.slope(dem);
// Calculate aspect. Units are degrees where 0=N, 90=E, 180=S, 270=W.
var aspect = ee.Terrain.aspect(dem);
// Display slope and aspect layers on the map.
Map.setCenter(-123.457, 47.815, 11);
Map.addLayer(slope, {min: 0, max: 89.99}, 'Slope');
Map.addLayer(aspect, {min: 0, max: 359.99}, 'Aspect');
// Use the ee.Terrain.products function to calculate slope, aspect, and
// hillshade simultaneously. The output bands are appended to the input image.
// Hillshade is calculated based on illumination azimuth=270, elevation=45.
var terrain = ee.Terrain.products(dem);
print('ee.Terrain.products bands', terrain.bandNames());
Map.addLayer(terrain.select('hillshade'), {min: 0, max: 255}, 'Hillshade');;
Python 설정
Python API 및 geemap를 사용한 대화형 개발에 관한 자세한 내용은
Python 환경 페이지를 참고하세요.
import ee
import geemap.core as geemap
Colab (Python)
# A digital elevation model.
dem = ee.Image('NASA/NASADEM_HGT/001').select('elevation')
# Calculate slope. Units are degrees, range is [0,90).
slope = ee.Terrain.slope(dem)
# Calculate aspect. Units are degrees where 0=N, 90=E, 180=S, 270=W.
aspect = ee.Terrain.aspect(dem)
# Display slope and aspect layers on the map.
m = geemap.Map()
m.set_center(-123.457, 47.815, 11)
m.add_layer(slope, {'min': 0, 'max': 89.99}, 'Slope')
m.add_layer(aspect, {'min': 0, 'max': 359.99}, 'Aspect')
# Use the ee.Terrain.products function to calculate slope, aspect, and
# hillshade simultaneously. The output bands are appended to the input image.
# Hillshade is calculated based on illumination azimuth=270, elevation=45.
terrain = ee.Terrain.products(dem)
display('ee.Terrain.products bands', terrain.bandNames())
m.add_layer(terrain.select('hillshade'), {'min': 0, 'max': 255}, 'Hillshade')
m
달리 명시되지 않는 한 이 페이지의 콘텐츠에는 Creative Commons Attribution 4.0 라이선스에 따라 라이선스가 부여되며, 코드 샘플에는 Apache 2.0 라이선스에 따라 라이선스가 부여됩니다. 자세한 내용은 Google Developers 사이트 정책을 참조하세요. 자바는 Oracle 및/또는 Oracle 계열사의 등록 상표입니다.
최종 업데이트: 2025-07-26(UTC)
[null,null,["최종 업데이트: 2025-07-26(UTC)"],[[["\u003cp\u003eCalculates the direction a terrain faces (aspect) in degrees, ranging from 0 to 360.\u003c/p\u003e\n"],["\u003cp\u003eUses a digital elevation model (DEM) as input to determine aspect.\u003c/p\u003e\n"],["\u003cp\u003eEmploys a 4-connected neighborhood method, leading to potential missing values around image edges.\u003c/p\u003e\n"],["\u003cp\u003eOutputs an image where pixel values represent aspect in degrees (0=North, 90=East, 180=South, 270=West).\u003c/p\u003e\n"]]],[],null,["# ee.Terrain.aspect\n\nCalculates aspect in degrees from a terrain DEM.\n\n\u003cbr /\u003e\n\nThe local gradient is computed using the 4-connected neighbors of each pixel, so missing values will occur around the edges of an image.\n\n| Usage | Returns |\n|----------------------------|---------|\n| `ee.Terrain.aspect(input)` | Image |\n\n| Argument | Type | Details |\n|----------|-------|--------------------------------|\n| `input` | Image | An elevation image, in meters. |\n\nExamples\n--------\n\n### Code Editor (JavaScript)\n\n```javascript\n// A digital elevation model.\nvar dem = ee.Image('NASA/NASADEM_HGT/001').select('elevation');\n\n// Calculate slope. Units are degrees, range is [0,90).\nvar slope = ee.Terrain.slope(dem);\n\n// Calculate aspect. Units are degrees where 0=N, 90=E, 180=S, 270=W.\nvar aspect = ee.Terrain.aspect(dem);\n\n// Display slope and aspect layers on the map.\nMap.setCenter(-123.457, 47.815, 11);\nMap.addLayer(slope, {min: 0, max: 89.99}, 'Slope');\nMap.addLayer(aspect, {min: 0, max: 359.99}, 'Aspect');\n\n// Use the ee.Terrain.products function to calculate slope, aspect, and\n// hillshade simultaneously. The output bands are appended to the input image.\n// Hillshade is calculated based on illumination azimuth=270, elevation=45.\nvar terrain = ee.Terrain.products(dem);\nprint('ee.Terrain.products bands', terrain.bandNames());\nMap.addLayer(terrain.select('hillshade'), {min: 0, max: 255}, 'Hillshade');;\n```\nPython setup\n\nSee the [Python Environment](/earth-engine/guides/python_install) page for information on the Python API and using\n`geemap` for interactive development. \n\n```python\nimport ee\nimport geemap.core as geemap\n```\n\n### Colab (Python)\n\n```python\n# A digital elevation model.\ndem = ee.Image('NASA/NASADEM_HGT/001').select('elevation')\n\n# Calculate slope. Units are degrees, range is [0,90).\nslope = ee.Terrain.slope(dem)\n\n# Calculate aspect. Units are degrees where 0=N, 90=E, 180=S, 270=W.\naspect = ee.Terrain.aspect(dem)\n\n# Display slope and aspect layers on the map.\nm = geemap.Map()\nm.set_center(-123.457, 47.815, 11)\nm.add_layer(slope, {'min': 0, 'max': 89.99}, 'Slope')\nm.add_layer(aspect, {'min': 0, 'max': 359.99}, 'Aspect')\n\n# Use the ee.Terrain.products function to calculate slope, aspect, and\n# hillshade simultaneously. The output bands are appended to the input image.\n# Hillshade is calculated based on illumination azimuth=270, elevation=45.\nterrain = ee.Terrain.products(dem)\ndisplay('ee.Terrain.products bands', terrain.bandNames())\nm.add_layer(terrain.select('hillshade'), {'min': 0, 'max': 255}, 'Hillshade')\nm\n```"]]
