Use of Satellite Imagery for Dem Extraction, Lanscape Modeling and Gis Applications

نویسندگان

  • D. Poli
  • F. Remondino
  • C. Dolci
چکیده

This paper describes a workflow for the DEM extraction from unrectified satellite stereo scenes, its visualization and integration in GIS environment. The results obtained using a stereo scene acquired by EOS-AM1/ASTER over Switzerland are presented and commented. The images are oriented with a rigorous photogrammetric model for CCD linear array sensors developed at IGP (ETH Zurich). The model estimates the sensor internal and external orientation with least squares adjustment, using a suitable number of ground control points. For the DEM generation, the points are automatically extracted in the images at sub-pixel accuracy with a least squares matching algorithm and their 3D coordinates are then calculated with forward intersection using the external and internal parameters estimated during the image orientation. The accuracy of the DEM was evaluated in three test areas using the DHM25 by Swisstopo as reference. The RMSE of the 3D distance between the recovered and reference terrain models is in the order of 1 pixel. After the surface generation, the terrain model is used for further investigations within a commercial GIS package. This includes not only the DEM analysis and comparison with already available geodata, but also the integration of cartographic information (i.e. existing vector features). The achieved results demonstrate the great potential of ASTER satellite imagery for geomatic applications at medium scales. Finally the DEM is imported in commercial software for a photo-realistic visualization.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

3D modeling and visualization of Cultural Heritage sites from high-resolution satellite imagery

Today different satellites provide imagery with high potentials for applications in various fields of geomatics (e.g. DTM extraction, topographic mapping, GIS applications, Cultural Heritage documentation). The ground resolution of the satellite scenes is constantly increasing and the scenes can be acquired world-wide in different radiometric modes. In this contribution we present the modeling ...

متن کامل

Single-image High-resolution Satellite Data for 3d Information Extraction

The demand for accurate and up-to-date spatial information is increasing and its availability is becoming more important for a variety of tasks. Today’s commercial high-resolution satellite imagery (HRSI) offers the potential to extract useful and accurate spatial information for a wide variety of mapping and GIS applications. The extraction of metric information from images is possible due to ...

متن کامل

Development of an Automatic Land Use Extraction System in Urban Areas using VHR Aerial Imagery and GIS Vector Data

Lack of detailed land use (LU) information and efficient data collection methods have made the modeling of urban systems difficult. This study aims to develop a novel hierarchical rule-based LU extraction framework using geographic vector and remotely sensed (RS) data, in order to extract detailed subzonal LU information, residential LU in this study. The LU extraction system is developed to ex...

متن کامل

Digital surface model extraction with high details using single high resolution satellite image and SRTM global DEM based on deep learning

The digital surface model (DSM) is an important product in the field of photogrammetry and remote sensing and has variety of applications in this field. Existed techniques require more than one image for DSM extraction and in this paper it is tried to investigate and analyze the probability of DSM extraction from a single satellite image. In this regard, an algorithm based on deep convolutional...

متن کامل

The effectiveness of multi-criteria analysis and GIS modeling to identify suitable places for rainwater extraction in Dehbar area of Torqabeh-Shandiz city

The purpose of this study is to accurately measure the watershed potential for constructing rainwater harvesting structures. To carry out this research, the DEM digital-elevation model layer was used to prepare slope, hydrological soil groups and land use maps in the Arc GIS 10.3 software. The drainage density map was prepared by combining the DEM layer, topographic map, drainage density and hy...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2004