Abstract

Abstract. The work is part of "HELI-DEM" (HELvetia-Italy Digital Elevation Model) project, funded by the European Regional Development Fund within the Italy-Switzerland cooperation program. The aim of the project is the creation of a unique DTM for the alpine and subalpine area between Italy (Piedmont, Lombardy) and Switzerland (Ticino and Grisons Cantons); at present, different DTMs, that are in different reference frames and have been obtained with different technologies, accuracies, and resolutions, have been acquired. The final DTM should be correctly georeferenced and produced validating and integrating the data that are available for the project. DTMs are fundamental in hydrogeological studies, especially in alpine areas where hydrogeological risks may exist. Moreover, when an event, like for example a landslide, happens at the border between countries, a unique and integrated DTM which covers the interest area is useful to analyze the scenario. In this sense, HELI-DEM project is helpful. To perform analyses along the borders between countries, transnational geographic information is needed: a transnational DTM can be obtained by merging regional low resolution DTMs. Moreover high resolution local DTMs should be used where they are available. To be merged, low and high resolution DTMs should be in the same three dimensional reference frame, should not present biases and should be consistent in the overlapping areas. Cross-validation between the different DTMs is therefore needed. Two different problems should be solved: the merging of regional, partly overlapping low and medium resolution DTMs into a unique low/medium resolution DTM and the merging with other local high resolution/high accuracy height data. This paper discusses the preliminary processing of the data for the fusion of low and high resolution DTMs in a study-case area within the Lombardy region: Valtellina valley. In this region the Lombardy regional low resolution DTM is available, with a horizontal resolution of 20 meters; in addition a LiDAR DTM with a horizontal resolution of 1 meter, which covers only the main hydrographic basins, is also available. The two DTMs have been transformed into the same reference frame. The cross-validation of the two datasets has been performed comparing the low resolution DTM with the local high resolution DTM. Then, where significant differences are present, GPS survey have been used as external validation. The results are presented. Moreover, a possible strategy for the future fusion of the data, is shortly summarized at the end of the paper.

Highlights

  • Elevation data are fundamental in Geographical Information Systems (GIS) and one of the spatial data provided by the European INSPIRE (Infrastructure for Spatial Information in Europe, 2007) Directive

  • The presented research is in the framework of the Interreg ItalySwitzerland HELI-Digital Elevation Models (DEM) project, that is aimed at creating a transalpine Digital Terrain Models (DTMs) by merging all the available height information for the alpine area

  • The paper discussed the first operations needed for the final merging of high resolution (HR) and low resolutions (LR) DTMs

Read more

Summary

INTRODUCTION

Elevation data are fundamental in Geographical Information Systems (GIS) and one of the spatial data provided by the European INSPIRE (Infrastructure for Spatial Information in Europe, 2007) Directive. DTMs are important in environmental engineering, civil engineering and in many specific applications, such as the design of telecommunication networks or precise agriculture (Pirotti et al, 2013a), especially in the advent of high-resolution sensors for 3D modeling (Pirotti et al, 2013b) which allow accurate discrimination of vegetation from ground plane (Pirotti et al, 2013c). In recent years, both in Italy and Switzerland, elevation data with different reference frames, technologies, accuracies and data models have been acquired. SwissTopo and the Istituto Geografico Militare Italiano (IGM) are involved as external partners

Available data
VALIDATION OF HIGH RESOLUTION DTMS IN LOMBARDY
DTM comparison with IGM95
DTM comparison with RTK surveys
MERGING OF LR AND HR DTMs
Findings
CONCLUSIONS
Full Text
Published version (Free)

Talk to us

Join us for a 30 min session where you can share your feedback and ask us any queries you have

Schedule a call