Urban detection using Decision Tree classifier: a case study

This work constitutes a first step towards the definition of a methodology for automatic urban extraction from medium spatial resolution Landsat data. Decision Tree is investigated as classification technique due to its ability in establishing which is the most relevant information to be used for the classification process and its capability of extracting rules that can be further ap-plied to other inputs. The attention was focused on the evaluation of parameters that better define the training set to be used for the learning phase of the classifier since its definition affects all the next steps of the process. Different training sets were created by combining different features, such as different level of radiometric pre-processing applied to the input images, the number of classes considered to train the classifier, the temporal extent of the training set and the use of different at-tributes (bands or spectral indexes). Different post-processing techniques were also evaluated. Classifiers, obtained by the generated training sets, were evaluated in two different areas of Pied-mont Region, where the official regional cartography at scale 1:10000 was used for validation. Accuracies round 81% in the Torino case study and around 96%-97% in Asti case study were reached, thanks to the use of indexes such as NDVI and NDBBBI and the use of post-processing such as majority filtering that allowed enhancing classifier performances

Geospatial reference data access for emergency response: data inventory and quality assessment

Proceedings on C

A water-filled garment to protect astronauts during interplanetary missions tested on board the ISS

Abstract As manned spaceflights beyond low Earth orbit are in the agenda of Space Agencies, the concerns related to space radiation exposure of the crew are still without conclusive solutions. The risk of long-term detrimental health effects needs to be kept below acceptable limits, and emergency countermeasures must be planned to avoid the short-term consequences of exposure to high particle fluxes during hardly predictable solar events. Space habitat shielding cannot be the ultimate solution: the increasing complexity of future missions will require astronauts to protect themselves in low-shielded areas, e.g. during emergency operations. Personal radiation shielding is promising, particularly if using available resources for multi-functional shielding devices. In this work we report on all steps from the conception, design, manufacturing, to the final test on board the International Space Station (ISS) of the first prototype of a water-filled garment for emergency radiation shielding against solar particle events. The garment has a good shielding potential and comfort level. On-board water is used for filling and then recycled without waste. The successful outcome of this experiment represents an important breakthrough in space radiation shielding, opening to the development of similarly conceived devices and their use in interplanetary missions as the one to Mars

Base cartography for land and water management in Sahel

Base cartography at proper scale for land and water management is rarely present in Least Developed Countries (LDCs). Despite the massive presence of international cooperation programs and projects carried out in various LDCs, a low budget is usually allocated for base data retrieval helpful for a wide range of on-site actions. A food security project in Burkina Faso, aiming at increasing the agricultural production through supporting farmers’ unions, is herein used as a case study. In this framework update cartography at large scale was needed in order to plan Soil and Water Conservation (SWC) interventions at catchment scale. However, best existing official maps dated 1984 and were at 1.50.000 scale, a highly coarse detail level to intervene at the defined scale. Data at higher resolution were available at the national cartographic institute, obtained from aerial surveys performed in the last decade. Remote sensed data allowed to perform feature extraction over the areas of interest, thus updating the existing cartography and making it suitable for the foreseen activities such as hydrological modeling and land and water management planning

Ambulation three hours after elective cardiac catheterisation through the femoral artery.

OBJECTIVE: To test whether very early resumption of ambulation after femoral cardiac catheterisation is feasible and safe in patients with stable symptoms. DESIGN: Prospective study in a selected group of men and women undergoing elective cardiac catheterisation, with next day physical inspection. SETTING: Inpatient study. SUBJECTS: Two hundred consecutive ambulant patients submitted to diagnostic cardiac catheterisation through the femoral arterial route using 5F catheters: a femoral right heart study was done at the same time in 40 patients (20%). RESULTS: No patient had major complications during the study. Early ambulation was not allowed in two patients (1%) because of haematoma formation immediately after sheath removal, and in seven (3%) because of poor haemostasis or haematoma on inspection at 3 h. Early ambulation was interrupted in two patients (1%) because of transient arterial hypotension on standing in one, and the patient's preference in the other. Of 189 patients who resumed full ambulation at 3 h, one (0.5%) had a groin haematoma on discharge the next morning. Overall, haematoma 12 h after cardiac catheterisation was present in seven of the 200 patients initially included in the study (3.5%). None of the 191 patients with attempted early mobilisation had signs or symptoms of vascular complications one month or later after discharge. CONCLUSION: Supervised resumption of ambulation 3 h after uncomplicated cardiac studies with 5F femoral arterial catheters is safe and feasible in most ambulant patients undergoing elective cardiac catheterisation

[Quality assurance and cost control in invasive and interventional cardiology].

We report our experience of Quality Assurance in a Cardiac Catheterization Laboratory of the National Health Service. An attempt was made to apply these criteria to the medical activities as well as to the management and economic aspects of our work. Limits and perspectives of this experience are discussed as a contribution to ongoing debate among cardiologists and public health Authorities

Call for tenders No ENTR/2009/27 Lot 2 - Implementation of an initial GMES service for geospatial reference data access covering areas outside Europe. D10.1 – D10.2 – D10.3 - Task 10 Analysis of non-European reference data availability (M30)

The purpose of the present document is to provide a report on the activities performed in the framework of the project “Implementation of an initial GMES service for geospatial reference data access (RDA) covering areas outside Europe”. The report is focused on the Task 10, “Analysis of non European reference data availability” and the main outcomes related the review of user requirements, review of global reference data holdings, the implementation of an OGC compliant on-line catalogue and a map builder application will be thoroughly described. The present report includes and merges Deliverables D10.1, D10.2 and D10.3, according to the Annex I of the Service Contract SI2.547842

[Heart catheterization via the femoral artery with a 4 French and mobilization at 2 hours].

The use of small catheters for cardiac catheterization, as well as for other diagnostic and interventional procedures, can reduce iatrogenic trauma on cardiac and vascular structures. Early patient mobilization may thus reduce both patient discomfort and the length and cost of stays. The performance of 4 French catheters was evaluated in a pilot cohort of consecutive in patients who underwent coronary arteriography with the use of the femoral Judkins technique and who had no restriction to full ambulation. Patients were helped to resume full ambulation two hours after the procedure, and the femoral access site was inspected 24 hours later upon discharge. Coronary arteriography with 4 French catheters was performed in 45 patients (10 women) aged 62 +/- 10 years. In one patient with anomalous origin of the right coronary artery, selective catheterization of the coronary ostium required a catheter style available only in 5 French. In all cases, selective opacification with 4 French catheters was adequate for diagnosis. Forty-three patients were mobilized 115 +/- 10 minutes after the end of manual compression. Hematoma, bleeding or limb perfusion disturbances were absent in all cases upon inspection 22 +/- 4 hours later. This pilot experience indicates that coronary arteriography with femoral 4 French Judkins catheters is technically feasible and that patient ambulation 2 hours later is safe. This data requires confirmation in a larger patient cohort and can lead to new standards for both patient comfort and the use of hospital resources in coronary arteriography