Conference proceedings article - Institute for Earth Observation
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X and C-Band SAR Images Applied to Landslide Monitoring in Corvara in Badia, Italy
(2016)The Corvara Landslide (Italian Alps) has been active for over 10,000 years, and systematic ground GPS monitoring within the last 15 years has revealed displacement vectors of up to 50 meters for only one year. In this work ... -
Landslide Monitoring with Multi-Sensor and Temporal Scale Approaches: A Test Site in Alpine Environment
(2017)Landslides in alpine environment are present as earthflows, rock falls, shallow slides, debris flows, among others. The dynamics of the surface deformations have many causes, among them the inner geomorphological processes, ... -
Multi-temporal and Multi-source Alpine Glacier Cover Classification
(2017)This work presents a multi-temporal and multi-source approach for glacier cover classification, i.e. bare soil, glacier ice, firn, and snow. The method is based on Hidden Markov Model (HMM) and Support Vector Machine (SVM) ... -
Spatiotemporal variations of alpine climate, snow cover and phenology
(2017)Understanding the relationships between vegetation phenology and its seasonal drivers under varying site conditions is of high interest in mountain areas, since alpine ecosystems are assumed to be particularly sensitive ... -
Assessing hypertemporal Sentinel-1 coherence maps for land cover monitoring
(2017)This paper presents the main concepts and the initial analysis of the ESA SEOM project SInCohMap “EXPLOITATION OF SENTINEL-1 INTERFEROMETRIC COHERENCE FOR LAND COVER AND VEGETATION MAPPING”. The project evaluates the ... -
COSMO-SKYMED AND RADARSAT IMAGE INTEGRATION FOR SOIL MOISTURE AND VEGETATION BIOMASS MONITORING
(2017)This research aims at analyzing the integration of C and X band data collected from Radarsat2 (RS2) and COSMO-SkyMed (CSK) systems on two Italian test areas, located in South-Tyrol and in Tuscany, close to Florence, to ... -
Sensor Data Integration for Landslide Monitoring: the LEMONADE Concept
(2017)The project LEMONADE (LandslidE MOnitoriNg And Data intEgration) aims to combine different techniques investigating their benefits and drawbacks. We present the different techniques used to monitor the active Corvara ... -
SENSOR- AND SCENE-GUIDED INTEGRATION OF TLS AND PHOTOGRAMMETRIC POINT CLOUDS FOR LANDSLIDE MONITORING
(2018)Terrestrial and airborne 3D imaging sensors are well-suited data acquisition systems for the area-wide monitoring of landslide activity. State-of-the-art surveying techniques, such as terrestrial laser scanning (TLS) and ... -
Teledetección de Procesos de Remoción en Masa: Pautas para el Monitoreo Operativo
(2018)This work describes the basic guidelines in order to study landslides using remote sensing. There are presented three test cases in different scenarios: The first one in South Tyrol (Northern Italy), the second one in El ... -
Climate change impacts on water management in mountain regions: a complex system framework
(2018)Mountain environments are facing important impacts due to climate change and human activities. Shifts of temperature and precipitation are affecting the amount of available water in mountain environments, especially in ... -
Estimación de área cubierta de nieve húmeda con datos SAR en la cuenca del río Tupungato, Mendoza, Argentina
(2018)The data coming from remote sensing, in particular Synthetic Aperture Radars (SAR), have great potential in the study of snow since they provide information regardless of the prevailing weather condition. In this work, the ... -
Integration of Remote Sensing with A Hydroclimatological Model for an Improved Monitoring of Alpine Glaciers
(2018)In this work, we present a framework to integrate physically based hydroclimatological models and remote sensing products, by exploiting their advantages and overcoming their limitations, for an improved understanding and ... -
Integrating high-resolution hydrology and geomorphometry for flash flood characterization
(2018)Flash floods represent a major natural hazard whose characterization is usually challenging due to their rapid temporal evolution and severe but localized spatial dynamics. Post-event monitoring of flash floods, in fact, ... -
Regional scale statistical mapping of snow avalanche likelihood and its combination with an optical remote sensing based avalanche detection approach – first attempts for the province of South Tyrol (Italy)
(2018)Snow avalanches are potentially dangerous phenomena in many mountainous areas worldwide. Most avalanche related research concentrates on a detailed analysis of single events at local scale. This research focuses at regional ... -
Estimating Soil Moisture from C and X Band SAR Using Machine Learning Algorithms and Compact Polarimetry
(2018)This research aims at exploiting the integration of C- and X-band SAR data for the monitoring of Soil Moisture Content (SMC). Time series of Radarsat2 (RS2) and COSMO-SkyMed (CSK) images are collected on two test areas, ... -
A Novel Data Fusion Technique for Snow Parameter Retrieval
(2018)The main idea of this study is the development of an innovative data fusion method through which state-of-the-art remotely sensed products and hydrological modelling simulations can be integrated to improve the retrieval ... -
A Model Driven Approach for Snow Wetness Retrieval with Sentinel-l
(2018)In this paper, a novel approach for the retrieval of snow wetness is presented for Sentinel-1 (S-1) data. The approach uses the information on snow proprieties provided by the hydroclimatological model AMUNDSEN and confirmed ...
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