Textural classification of land cover using support vector machines: an empirical comparison with parametric, non parametric and hybrid classifiers in the Bolivian Amazon

Land cover classification is a key research field in remote sensing and land change science as thematic maps derived from remotely sensed data have become the basis for analyzing many socio-ecological issues. However, land cover classification remains a difficult task and it is especially challenging in heterogeneous tropical landscapes where nonetheless such maps are of great importance. The present study aims to establish an efficient classification approach to accurately map all broad land cover classes in a large, heterogeneous tropical area of Bolivia, as a basis for further studies (e.g., land cover-land use change). Specifically, we compare the performance of parametric (maximum likelihood), non-parametric (k-nearest neighbour and four different support vector machines - SVM), and hybrid classifiers, using both hard and soft (fuzzy) accuracy assessments. In addition, we test whether the inclusion of a textural index (homogeneity) in the classifications improves their performance. We classified Landsat imagery for two dates corresponding to dry and wet seasons and found that non-parametric, and particularly SVM classifiers, outperformed both parametric and hybrid classifiers. We also found that the use of the homogeneity index along with reflectance bands significantly increased the overall accuracy of all the classifications, but particularly of SVM algorithms. We observed that improvements in producer’s and user’s accuracies through the inclusion of the homogeneity index were different depending on land cover classes. Earlygrowth/degraded forests, pastures, grasslands and savanna were the classes most improved, especially with the SVM radial basis function and SVM sigmoid classifiers, though with both classifiers all land cover classes were mapped with producer’s and user’s accuracies of around 90%. Our approach seems very well suited to accurately map land cover in tropical regions, thus having the potential to contribute to conservation initiatives, climate change mitigation schemes such as REDD+, and rural development policies.

The dermatologists' role in managing psoriatic arthritis: results of a swiss delphi exercise intended to improve collaboration with rheumatologists.

BACKGROUND: Psoriatic arthritis (PsA) substantially impacts the management of psoriatic disease. OBJECTIVE: This study aimed to generate an interdisciplinary national consensus on recommendations of how PsA should be managed. METHODS: Based on a systematic literature search, an interdisciplinary expert group identified important domains and went through 3 rounds of a Delphi exercise, followed by a nominal group discussion to generate specific recommendations. RESULTS: A strong consensus was reached on numerous central messages regarding the impact of PsA, screening procedures, organization of the interaction between dermatologists and rheumatologists, and treatment goals. CONCLUSION: These recommendations can serve as a template for similar initiatives in other countries. At the same time, they highlight the need to take into account the impact of the respective national health care system. © 2015 S. Karger AG, Basel.

IPH response to Road Safety Authority Ireland Road Safety Strategy 2013-2020

The Road Safety Authority has responsibility for co-ordinating the development of Ireland’s Road Safety Strategy.  The Government’s road safety target of no more than 252 deaths per annum by the end of 2012 was achieved in 2009, when the number of road collision deaths in Ireland fell to 239.  The reduction in the number of fatalities was achieved through robust actions in terms of education and awareness, road engineering, and enforcement, including significant legislative milestones.  The challenge is now to ensure that the impact of these measures on collision levels is sustained and enhanced into the future through continuous education, enforcement and road engineering measures and initiatives. IPH welcomes the opportunity to respond to this consultation given the significant burden of injury, disability and mortality associated with road traffic collisions on the island of Ireland.  IPH supports the development of evidence-based strategies and actions which can maintain a transport system, in which the safety of all road users is paramount. 

IPH response to the Joint Committee on Health and Children and members of the Northern Ireland Assembly on “Cross-border cooperation on healthcare”

The Institute of Public Health in Ireland were asked to submit a paper on 'Cross-border cooperation on healthcare' for a joint meeting between the Oireachtas Joint Committee on Health and Children and the Northern Ireland Assembly Health Committee which took place in Leinster House on 1 March 2012. Key points from the submission included: o    The Institute of Public Health in Ireland (IPH) is an all-island organisation which promotes cooperation between the Republic of Ireland and Northern Ireland with the aim of improving population health on the island and tackling health inequalities. IPH work is focused on addressing the causes of ill health rather than the design and delivery of treatment services. o    North/South cooperation on health was mandated under the Belfast Agreement in 1998 in five domains, including health promotion. IPH has supported the North South Ministerial Council (NSMC) in respect of the health promotion strand since inception. o    The Department of Health and Department of Health, Social Services and Public Safety North-South Feasibility Study (December 2011) states that mutual benefits are most evident from cooperation in the areas of (i) anticipating trends and illnesses in a collective manner (ii) public health issues (iii) specialised services where the population or activity required to sustain the service cannot be met by either jurisdiction alone and (iv) in relation to those areas adjacent to the border. o    The European Directive on Cross-Border Healthcare will be implemented in the next few years which will have implications in relation to patients travelling for healthcare across the Republic of Ireland/Northern Ireland border. o    IPH is supporting the development of new public health strategies in the Republic of Ireland and Northern Ireland which are both due for publication this year. o    There are tangible benefits from cross-border cooperation in the health sector, both in public health and in health service planning and delivery and there are many examples of successful initiatives. However, developments are not occurring in the context of an agreed plan or overall strategic context and tend to be project-based and concentrated in border counties. o    Successful cross-border cooperation requires high level support and integration into departmental policy cycles. The provision of data on an all-island basis supports cross-border cooperation as does the operation of sustainable all-island organisations which can support research, evaluations and programmes. o    In the future, cross-border cooperation in health will be more effective if developed with a strategic planning process intrinsically linked to Departmental priorities. o    North-South cooperation in the areas of alcohol, obesity, tobacco health surveys and rare diseases will be particularly beneficial.

IPH response to the Department for Social Development Draft Regeneration and Housing Bill

IPH recognise that housing and regeneration initiatives are key determinants of health and have responded to the Department for Social Development (DSD), Draft Regeneration and Housing Bill.

IPH Response to Consultation on a Draft Dtrategy for Children

The Institute of Public Health welcomes the Consultation on a Draft Strategy for Children and Yung People in Northern Ireland. We believe that in addition to the human rights to which we are all entitled, children and young people constitute, in many instances, a vulnerable group within society and therefore special effort is needed to ensure that they are able to maximise their potential and live healthy, fulfilling lives.  In our response to the Consultation Document we will focus on how inequality impacts on children’s lives and how, as a consequence ways in which to combat inequalities need to be at the heart of a strategy for children. We will also highlight the potential for strengthening the strategy by increased cooperation with similar initiatives in the Republic of Ireland.

Advances in the hospital management of patients following an out of hospital cardiac arrest.

The outcome for patients after an out-of-hospital cardiac arrest (OHCA) has been poor over many decades and single interventions have mostly resulted in disappointing results. More recently, some regions have observed better outcomes after redesigning their cardiac arrest pathways. Optimised resuscitation and prehospital care is absolutely key, but in-hospital care appears to be at least as important. OHCA treatment requires a multidisciplinary approach, comparable to trauma care; the development of cardiac arrest pathways and cardiac arrest centres may dramatically improve patient care and outcomes. Besides emergency medicine physicians, intensivists and neurologists, cardiologists are playing an increasingly crucial role in the post-resuscitation management, especially by optimising cardiac output and undertaking urgent coronary angiography/intervention.

Home Accident Prevention Strategy

The overall aim of the strategy is “To reduce the number of accidental deaths and injuries in the home.” OBJECTIVES OF THE STRATEGY The key objectives are: • to reduce home accidents, particularly in those most at risk; • to raise awareness of the causes of home accidents and promote effective preventative measures to reduce such accidents; • to promote and facilitate effective training, skills and knowledge in home accident prevention across all relevant organisations, groups and individuals. These objectives will be met through integrated and effective approaches including: • education and information programmes to promote home safety, and promote a change in public behaviour towards home accident prevention; and • the use of evidence based practice, models of good practice, and by evaluating home accident prevention initiatives. OUTCOMES If successful, implementation of this strategy will lead to a reduction in the number of home accidents and contribute to the outcome “reduction in preventable deaths and diseases and improvement in wellbeing” set out in the Northern Ireland Priorities and Budget 2004-2006.

Genre, médecine et santé : quelques repères

Bien établie dans le monde anglo-saxon, l'approche "genre" en médecine semble encore peu connue des médecins suisses. Après avoir évoqué les principales initiatives ayant permis le développement de ce domaine en Suisse, cet article retrace de quelle manière, à partir des années 1970, les sciences sociales ont distingué ce qui relève du social (le genre) de ce qui relève du biologique (le sexe) dans l'analyse du statut réservé aux femmes et aux hommes; distinction officiellement reprise deux décennies plus tard en médecine. La présentation des principales étapes historiques ayant permis l'émergence du domaine "Gender Health-Gender Medicine" se clôt sur un portrait de cette approche dont la pertinence se voit soulignée en ce début de 21e siècle par l'OMS, comme par d'autres instances officielles.

Tackling Equality and Targeting Social Need - Improving the Infrastucture (PDF 101 KB)

This paper considers two recent initiatives in Northern Ireland relating to targeting social need and inequalities. While the paper deals with each separately they should be seen as complementary. Therefore, many of the points made in relation to one are also pertinent to the other. åÊ

Tackling Equality and Targeting Social Need (PDF 80 KB)

Statistics Users Council Annual Conference This paper considers two recent initiatives in NI relating to targeting social need, and inequalities. While the paper deals with each separately they should be seen as complementary. Therefore, many of the points made in relation to one are also pertinent to the other. åÊ

Employment & Retirement Among the Over 55s - Conference Proceedings

The Conference provided the opportunity for delegates to focus attention on issues of employment and retirement among older Irish people, issues such as preferences for work or retirement and barriers to staying in or returning to the workplace. It also afforded the opportunity to look at initiatives at the European level as well as recent developments in Ireland in relation to age discrimination, pension provision and lifelong learning initiatives Download the Report here

European Home and Leisure Accident Surveillance System report for Ireland 2001

EHLASS provides a harmonised approach throughout the EU to facilitate the analyses of intercountry differences in modes and distributions of home and leisure accidents. EHLASS contributes to the formulation of EU policies and initiatives on accidents and product safety. EHLASS is the only source of detailed information on home and leisure accidents in Ireland. Some general information is available through the Hospital In-Patient Enquiry (HIPE) system but this concentrates on medical diagnoses rather than on specific causes of accidents.This report is the eleventh national EHLASS report for Ireland. Download document here

Meeting the Health, Social Care and Welfare Services Information Needs of Older People

As Chairperson of the National Council on Ageing and Older People, it gives me great pleasure to introduce this report, Meeting the Health, Social Care and Welfare Services Information Needs of Older People in Ireland. The Council has asserted, in previous reports in the past, the need to improve information provision for older people in order to enable them to make informed decisions in relation to their health, social care and welfare services needs and preferences so that they can become partners in their own care. This is consistent with current policy initiatives intended to re-orientate services more towards the older person and to place him/her at the heart of service planning, delivery and evaluation. Download document here

Food and Nutrition Guidelines for Primary Schools

Food & Nutrition Guidelines for Primary Schools The Government has identified school children as one group to be given priority during the planning and delivery of programmes and initiatives for good health throughout life. In the Governmentâ?Ts National Health Promotion Strategy 2000/2005, the two major objectives for children are: Click here to download PDF 458kb