Mensuration of FABDEM’s vertical accuracy using ICESat-2 photon profiles over sloped terrains

This research evaluates the vertical accuracy of the Forest and Buildings Removed Copernicus Digital Elevation Model (FABDEM), the first open-access bare-earth model with a spatial resolution of 30 m. Using elevation data from the return photons of the ICESat-2 ATLAS sensor as a reference, the study...

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Published inSpatial information research (Online) Vol. 33; no. 2; p. 10
Main Authors Roy, Subham, Ghatage, Omkar, Dandabathula, Giribabu
Format Journal Article
LanguageEnglish
Published 대한공간정보학회 01.04.2025
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Abstract This research evaluates the vertical accuracy of the Forest and Buildings Removed Copernicus Digital Elevation Model (FABDEM), the first open-access bare-earth model with a spatial resolution of 30 m. Using elevation data from the return photons of the ICESat-2 ATLAS sensor as a reference, the study assessed the uncertainties associated with FABDEM in sloped terrains covered with forests and buildings. Three test sites were analyzed: Lavasa, Shimla, and Mussoorie. The evaluation involved calculating the Root Mean Square Error (RMSE) and Mean Absolute Error (MAE) and a visual comparison of the 2D elevation profiles from FABDEM and ICESat-2. The error metrics revealed uncertainties of 5.28 m (RMSE) and 4.01 m (MAE) for Lavasa, characterized by low-lying hills. In contrast, Shimla and Mussoorie, located in the Himalayas, showed uncertainties of 8.5 m (RMSE) and 6.5 m (MAE). Nearly 97% of the FABDEM profiles were lower than the canopy heights and buildings, indicating the model's effectiveness in minimizing biases. This research opines that the FABDEM is the best available open-access bare-earth model for these challenging terrains. KCI Citation Count: 0
AbstractList This research evaluates the vertical accuracy of the Forest and Buildings Removed Copernicus Digital Elevation Model (FABDEM), the first open-access bare-earth model with a spatial resolution of 30 m. Using elevation data from the return photons of the ICESat-2 ATLAS sensor as a reference, the study assessed the uncertainties associated with FABDEM in sloped terrains covered with forests and buildings. Three test sites were analyzed: Lavasa, Shimla, and Mussoorie. The evaluation involved calculating the Root Mean Square Error (RMSE) and Mean Absolute Error (MAE) and a visual comparison of the 2D elevation profiles from FABDEM and ICESat-2. The error metrics revealed uncertainties of 5.28 m (RMSE) and 4.01 m (MAE) for Lavasa, characterized by low-lying hills. In contrast, Shimla and Mussoorie, located in the Himalayas, showed uncertainties of 8.5 m (RMSE) and 6.5 m (MAE). Nearly 97% of the FABDEM profiles were lower than the canopy heights and buildings, indicating the model's effectiveness in minimizing biases. This research opines that the FABDEM is the best available open-access bare-earth model for these challenging terrains. KCI Citation Count: 0
ArticleNumber 10
Author Ghatage, Omkar
Dandabathula, Giribabu
Roy, Subham
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Title Mensuration of FABDEM’s vertical accuracy using ICESat-2 photon profiles over sloped terrains
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