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ee.Terrain.hillshade
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Calcula um sombreamento simples de um DEM.
Uso Retorna ee.Terrain.hillshade(input, azimuth , elevation )Imagem
Argumento Tipo Detalhes inputImagem Uma imagem de elevação, em metros. azimuthPonto flutuante, padrão: 270 O azimute de iluminação em graus a partir do norte. elevationPonto flutuante, padrão: 45 A elevação da iluminação em graus.
Exemplos
Editor de código (JavaScript)
// Demonstrate ee.Terrain functions with single-image and collection DEMs.
// DEMs in Earth Engine are often distributed as single images per asset
// (e.g., NASA/NASADEM_HGT/001) or as collections of tiled images that need
// to be mosaicked (e.g., COPERNICUS/DEM/GLO30). Terrain analysis functions
// compute values based on neighboring pixels, so care must be taken to
// select and prepare DEM inputs appropriately.
// 1. Single DEM image asset.
// Assets like NASADEM are presented as single images covering large areas.
// They generally have a single projection and can be used in terrain analysis
// with no preprocessing.
var nasadem = ee . Image ( 'NASA/NASADEM_HGT/001' ). select ( 'elevation' );
// Calculate hillshade: grayscale values representing illumination.
var nasademHillshade = ee . Terrain . hillshade ( nasadem );
// Visualization parameters.
var elevationVis = {
min : 0.0 ,
max : 3000.0 ,
palette :
[ '333399' , '00a2e5' , '55dd77' , 'ffff99' , 'aa926b' , 'aa928d' , 'ffffff' ]
};
var hillshadeVis = { min : 150.0 , max : 255.0 };
// Display layers.
Map . setCenter ( - 121.603 , 47.702 , 9 );
Map . addLayer ( nasadem , elevationVis , 'NASADEM Elevation' , false );
Map . addLayer ( nasademHillshade , hillshadeVis , 'NASADEM Hillshade' );
// 2. Mosaicked DEM ImageCollection asset.
// In contrast to single-image assets like NASADEM, some DEMs like GLO30 are
// provided as a collection of images that need to be mosaicked before use.
// We use this mosaicked DEM for the terrain calculations below.
var glo30collection = ee . ImageCollection ( 'COPERNICUS/DEM/GLO30' );
// When mosaicking a DEM collection that will be used for terrain analysis,
// it is best practice to set the mosaic's default projection to the native
// projection of the DEM tiles. If you don't, Earth Engine's default
// projection for mosaics (EPSG:4326 at 1-degree scale) is used, which is
// often too coarse for analysis and can lead to resampling artifacts if
// the result is reprojected to a different CRS during computation.
// See:
// https://developers.google.com/earth-engine/guides/projections#reprojecting
var glo30Proj = glo30collection . first (). projection ();
var glo30Image =
glo30collection . select ( 'DEM' ). mosaic (). setDefaultProjection ( glo30Proj );
// Calculate hillshade.
var glo30Hillshade = ee . Terrain . hillshade ( glo30Image );
// Display layers.
Map . addLayer ( glo30Image , elevationVis , 'GLO30 Elevation' , false );
Map . addLayer ( glo30Hillshade , hillshadeVis , 'GLO30 Hillshade' );
Configuração do Python
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Ambiente Python para informações sobre a API Python e como usar
geemap para desenvolvimento interativo.
import ee
import geemap.core as geemap
Colab (Python)
# Demonstrate ee.Terrain functions with single-image and collection DEMs.
# DEMs in Earth Engine are often distributed as single images per asset
# (e.g., NASA/NASADEM_HGT/001) or as collections of tiled images that need
# to be mosaicked (e.g., COPERNICUS/DEM/GLO30). Terrain analysis functions
# compute values based on neighboring pixels, so care must be taken to
# select and prepare DEM inputs appropriately.
# 1. Single DEM image asset.
# Assets like NASADEM are presented as single images covering large areas.
# They generally have a single projection and can be used in terrain analysis
# with no preprocessing.
nasadem = ee . Image ( 'NASA/NASADEM_HGT/001' ) . select ( 'elevation' )
# Calculate hillshade: grayscale values representing illumination.
nasadem_hillshade = ee . Terrain . hillshade ( nasadem )
# Visualization parameters.
elevation_vis = {
'min' : 0.0 ,
'max' : 3000.0 ,
'palette' : [
'333399' ,
'00a2e5' ,
'55dd77' ,
'ffff99' ,
'aa926b' ,
'aa928d' ,
'ffffff' ,
],
}
hillshade_vis = { 'min' : 150.0 , 'max' : 255.0 }
# Display layers.
m = geemap . Map ()
m . set_center ( - 121.603 , 47.702 , 9 )
m . add_layer ( nasadem , elevation_vis , 'NASADEM Elevation' , False )
m . add_layer ( nasadem_hillshade , hillshade_vis , 'NASADEM Hillshade' )
# 2. Mosaicked DEM ImageCollection asset.
# In contrast to single-image assets like NASADEM, some DEMs like GLO30 are
# provided as a collection of images that need to be mosaicked before use.
# We use this mosaicked DEM for the terrain calculations below.
glo30_collection = ee . ImageCollection ( 'COPERNICUS/DEM/GLO30' )
# When mosaicking a DEM collection that will be used for terrain analysis,
# it is best practice to set the mosaic's default projection to the native
# projection of the DEM tiles. If you don't, Earth Engine's default
# projection for mosaics (EPSG:4326 at 1-degree scale) is used, which is
# often too coarse for analysis and can lead to resampling artifacts if
# the result is reprojected to a different CRS during computation.
# See:
# https://developers.google.com/earth-engine/guides/projections#reprojecting
glo30_proj = glo30_collection . first () . projection ()
glo30_image = (
glo30_collection . select ( 'DEM' ) . mosaic () . setDefaultProjection ( glo30_proj )
)
# Calculate hillshade.
glo30_hillshade = ee . Terrain . hillshade ( glo30_image )
# Display layers.
m . add_layer ( glo30_image , elevation_vis , 'GLO30 Elevation' , False )
m . add_layer ( glo30_hillshade , hillshade_vis , 'GLO30 Hillshade' )
m
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Exceto em caso de indicação contrária, o conteúdo desta página é licenciado de acordo com a Licença de atribuição 4.0 do Creative Commons , e as amostras de código são licenciadas de acordo com a Licença Apache 2.0 . Para mais detalhes, consulte as políticas do site do Google Developers . Java é uma marca registrada da Oracle e/ou afiliadas.
Última atualização 2026-04-29 UTC.
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[[["Fácil de entender","easyToUnderstand","thumb-up"],["Meu problema foi resolvido","solvedMyProblem","thumb-up"],["Outro","otherUp","thumb-up"]],[["Não contém as informações de que eu preciso","missingTheInformationINeed","thumb-down"],["Muito complicado / etapas demais","tooComplicatedTooManySteps","thumb-down"],["Desatualizado","outOfDate","thumb-down"],["Problema na tradução","translationIssue","thumb-down"],["Problema com as amostras / o código","samplesCodeIssue","thumb-down"],["Outro","otherDown","thumb-down"]],["Última atualização 2026-04-29 UTC."],[],["The core content details how to compute a hillshade from a digital elevation model (DEM) using the `ee.Terrain.hillshade` function. This function takes an elevation image (`input`), an illumination azimuth (`azimuth`, default 270 degrees), and an illumination elevation (`elevation`, default 45 degrees) as arguments, and it returns a hillshade image. The examples showcase using elevation data, multiplying it by an exaggeration factor, then applying the function to produce the final hillshade image.\n"]]