Application of Artificial Neural Networks in Geoinformatics

Application of Artificial Neural Networks in Geoinformatics

Application of Artificial Neural Networks in Geoinformatics

Saro Lee

59,81 €
IVA incluido
Disponible
Editorial:
MDPI AG
Año de edición:
2018
Materia
Ciencias de la tierra/geociencias
ISBN:
9783038427421
Páginas:
448
Encuadernación:
Bolsillo
59,81 €
IVA incluido
Disponible
Añadir a favoritos

Recently, a need has arisen for prediction techniques that can address a variety of problems by combining methods from the rapidly developing field of machine learning with geoinformation technologies such as GIS, remote sensing, and GPS. As a result, over the last few decades, one particular machine learning technology, known as artificial neural networks, has been successfully applied to a wide range of fields in science and engineering. In addition, the development of computational and spatial technologies has led to the rapid growth of geoinformatics, which specializes in the analysis of spatial information. Thus, recently, artificial neural networks have been applied to geoinformatics and have produced valuable results in the fields of geoscience, environment, natural hazards, natural resources, and engineering. Hence, this Special Issue of the journal Applied Sciences, “Application of Artificial Neural Networks in Geoinformatics,” was successfully planned, and we here publish a collection of papers detailing novel contributions that are of relevance to these topics.

Artículos relacionados

  • Polarimetric SAR Techniques and Applications
    Carlos López-Martínez / Juan Manuel Lopez-Sanchez
    An increasing number of spaceborne Synthetic Aperture Radar (SAR) systems have been equipped with polarimetric capabilities: ALOS and ALOS-2, Radarsat-2, TerraSAR-X, Envisat-ASAR, Sentinel-1a/b, etc. Future mission will still present this type of diversity: RCM, SAOCOM, Cosmo-Skymed 2nd generation or PAZ. Polarimetry allows sensitivity to the structural and geometric properties...
    Disponible

    59,61 €

  • Innovative Strategies and Frameworks in Climate Change Adaptation
    Alexander G. Flor / Alexander GFlor / Benjamina Gonzalez Flor
    The changes the earth is currently undertaking has been at the forefront of scientific discourse in recent years. Humans as a species have needed to react to these changes and shift their behavior accordingly. Innovative Strategies and Frameworks in Climate Change Adaptation: Emerging Research and Opportunities is a critical scholarly resource that examines the relationship bet...
    Disponible

    216,16 €

  • Air Quality Monitoring and Forecasting
    Air quality is personal. Its management is highly so. Asthmatic or air-pollutant-sensitive individuals depend on accurate air quality forecasts to help manage their daily activities.  However, the adverse effects of poor air quality on public health and visibility extend far beyond the daily time horizon. Pneumonic and cardiac vascular responses of individuals in all age groups...
    Disponible

    59,74 €

  • Coastal Sea Levels, Impacts and Adaptation
    Extreme sea levels can lead to hazardous events, such as coastal flooding, erosion, or salt water intrusion, with-wide ranging environmental, societal, and economic consequences. In combination with climate-driven sea-level rise, and, potentially, additional changes in storminess, dynamic wave contributions, and tidal dynamics, the adverse consequences of extreme oceanographic ...
    Disponible

    75,97 €

  • Checklist of Papuasian Orchids
    Paul Ormerod
    This is the most comprehensive account to date of all Papua New Guineas wild orchids and will no doubt prove to be the essential reference to PNG's orchids for all botanists, ecologists and orchid enthusiasts for decades to come. All types and relevant data including where published are listed and the herbariums where they are kept. All synonymous names, where published and...
    Disponible

    59,91 €

  • Calcul de l’onde de submerssion en aval en cas de rupture d’un barrage
    Younes Toubache
    La rupture d’un barrage est une veritable catastrophe. Le presente travail traite les hypotheses de rupture des barrages et les demarche de calcul de l’onde de submersion a l’aval qui resultant une rupture total et instantanee d’barrage. Le but de cette etudes de determiner des caractéristique hydraulique de l’onde de submerssion afin d’evaluer le risque et afin d’établir une c...
    Disponible

    37,50 €