Change in Geographic Regions of Interest: Las Vegas
نویسندگان
چکیده
Time-series of satellite images reveal important information about changes in 9 environmental conditions and natural or urban landscape structures that are of potential interest to 10 citizens, historians, or policymakers. We applied a fast method of image analysis using Self 11 Organized Maps (SOM) and, more specifically, the quantization error (QE), for the visualization of 12 critical changes in satellite images of Las Vegas, generated across the years 1984-2009, a period of 13 major restructuration of the urban landscape. The satellite images were subdivided into geographic 14 regions of interest. As shown in previous work by the authors, the QE from the SOM output is a 15 reliable measure of variability and local changes in image contents. In the present work, we show 16 how the QE from SOM run on satellite images of specific geographic regions of interest can be 17 exploited for visualizing structural change across time at a glance, and facilitate the interpretation 18 of related demographic data for a specific time period. The method is fast and reliable, and can be 19 implemented for a rapid detection of critical changes in contents of time series of large bodies of 20 satellite images. 21
منابع مشابه
Detection of Structural Change in Geographic Regions of Interest by Self Organized Mapping: Las Vegas City and Lake Mead across the Years
Time-series of satellite images may reveal important data about changes in environmental conditions and natural or urban landscape structures that are of potential interest to citizens, historians, or policymakers. We applied a fast method of image analysis using Self Organized Maps (SOM) and, more specifically, the quantization error (QE), for the visualization of critical changes in satellite...
متن کاملAnalysis of Urban Land Use Change in the Las Vegas Metropolitan Area Using Multi-temporal Satellite Imagery
Urban development has expanded rapidly in Las Vegas, Nevada, over the last fifty years. To assess urban land use change in the area, a sub-pixel change detection approach has been used to map urban extent and its temporal changes by determining sub-pixel level impervious surface areas from Landsat satellite remote sensing data in conjunction with digital orthophotography. Sub-pixel percentages ...
متن کاملExploring geographic proximity to fast-food restaurants and convenience stores with dental caries in patients at the University of Nevada Las Vegas School of Dental Medicine
متن کامل
Spielend Sortieren mit Las Vegas Cardsort
Las Vegas Cardsort ist ein einfaches Lernspiel, in dem die Spieler Karten sortieren. Las Vegas Cardsort wird von Schülern nicht als ein Lernprogramm, sondern als ein Minispiel wahrgenommen, dementsprechend hoch ist die Motivation und die Bereitschaft, mit Las Vegas Cardsort zu arbeiten. Es ergeben sich vielfältige Einsatzmöglichkeiten für den Unterricht. Las Vegas Cardsort kann auch ohne Progra...
متن کاملLeaving Las Vegas: Exposure to Las Vegas and risk of suicide.
Residents of Las Vegas, Nevada have much higher suicide rates than residents of other metropolitan counties in the USA. Whether the risk of suicide among visitors to Las Vegas is also significantly elevated has been difficult to assess because person-time denominator information is not available. We used a case-control design to examine the association between exposure to Las Vegas and risk of ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2017