Journal of Spatial Analysis Environmental Hazards

fa طراحی سامانه مبتنی بر اطلاعات جغرافیایی داوطلبانه جهت ارزیابی سریع خسارت زمین‌لرزه Designing a Volunteer Geographic Information-based service for rapid earth quake damages estimation تخصصي Special پژوهشي Research برای مدیریت بحران در زمان وقوع زلزله و کاهش آسیبهای ناشی از آن، حجم گستردهای از اطلاعات در زمانهای اولیه پس از وقوع زلزله ضروری است. مشکل اصلی سیستم‌های موجود برای برآورد خسارت این است که اطلاعات را نمیتوانند به صورت لحظه ای در هنگام وقوع فاجعه مخابره کنند و بر اساس اطلاعات از پیش جمع‌آوری‌شده اقدام به برآورد می شود. در سامانه طراحی شده تحت وب در این تحقیق, کاربران با به اشتراک‌گذاری لحظه ای داده های مربوط به خسارت واردشده به خود یا سایر افراد، حجم گستردهای از اطلاعات را برای تحلیل در اختیار تیم مدیریت بحران قرار میدهند. سیستم توسعه داده‌شده علاوه بر جمع آوری و ذخیره اطلاعات داوطلبانه, آنالیز مکانی Heatmap را برای بررسی پراکنش مکانی و نمایش خسارت انجام میدهد. برای بررسی نتایج, سیستم بهصورت فرضی در شهر اشنویه در غرب استان آذربایجان غربی پیادهسازی شده ویک سناریوی فرضی برای زلزله طراحی شد. پس از به اشتراک‌گذاری اطلاعات توسط مردم داوطلب، Heatmap میزان خسارت در زمان کوتاهی تولید و در اختیار مدیران بحران که در اجرای این طرح همکاری کردند قرار گرفت تا درک مناسبی برای تصمیمگیری در هنگام بروز زلزلههای احتمالی به دست آید. نتایج نشان میدهد که پیادهسازی این سیستم علاوه بر کاهش چشمگیر سرعت جمعآوری اطلاعات، کاهش زمان تحلیل اطلاعات بر اساس تولید Heatmap را به همراه خواهد داشت به طوری که استفاده از اطلاعات جغرافیایی داوطلبانه باعث افزایش 6.5 برابری سرعت و زمان تخمین خسارت در مقایسه با روش های سنتی موجود می شود به طوریکه می تواند به عنوان یک روش و دیدگاه نوین در مدیریت مخاطرات محیطی مورد استفاده قرار گیرد. Designing a Volunteer Geographic Information-based service for rapid earth quake damages estimation Introduction The advent of Web 2.0 enables the users to interact and prepare free unlimited real time data. This advantage leads us to exploit Volunteer Geographic Information (VGI) for real time crisis management. Traditional estimation methods for earthquake damages are expensive and time consuming. In contrast, volunteer and web-based service are near real time with almost no cost services. the lack of accessible real time data collection services causes delayed-emergency responses for disasters like an earthquake. This drawback is critical when we encounter a problem like buried people with valuable seconds for emergency rescue operation. The current research aims to design and implement a web-based volunteer data collection service for rapid estimation of earthquake damages and number of buried people. Methodology To investigate the capacity of VGI in rapid estimation of earthquake, a technical frame work based on the web technologies has been programmed and implemented. The designed service is comprised of server and client sides. The client side is a two-side browser-based service includes volunteers (users) and managers pages. On the user page, volunteers have a web page to enter and fill in the blank forms and taking a photograph of the target building and compare it with pictures. They watch the sample pictures in different level of damages and compare their building with the samples and give a grade of the most similar picture with their building. This grading process leads the server to analysis and classify the incoming data and create the heatmaps for managers. On the managers page two online discrete heatmaps for the both earthquake damages and buried people are displayed. In fact, the heatmaps present the online and real time quantitative situation of the building damages and buried persons as hot spots. These hotspots have the first priority for giving emergency services. The manager page also exploits query tools to request different level of details and classes from the server side. The server side is responsible for receiving, saving, spatial analysis and transmission of the requested result to the client side. This task is carried out by the exchange side. As the citizens are entered to the browser-based service and fill in the blank forms for building damages based on the mentioned guideline and report the buried people, These forms are transmitted to the server side and a geo-server performs spatial analysis including Heatmap, distance and clustering analysis. Then, a real time damage and buried people map are prepared and delivered to the client side. The server updates the created maps whenever a new data is submitted. By this, a real time damage and buried people maps are accessible for official managers to conduct a goal-oriented emergency operation and a preliminary earth quake damages on city building blocks. After the technical frame work has been designed, it was tested in Oshanvieh city by 132 volunteers on the scene for an earthquake. Results and discussion To investigate the capability of volunteer geographic information for earth quake afterwards, the designed service mentioned in the methodology was utilized on Oshnavieh city. It was assumed that an earthquake has occurred. 132 volunteers participated for the data collection process. According to the crisis management organization experts, 102 reports of the total 132 reports are correct that shows the accuracy of 76.52 percent. Besides the building damage level based on the defined guideline, the citizens also select their vital needs after the earthquake.   the most requested vital needs are warm stuffs, medicine, water and foods respectively. Unfortunately, the participation rate is ranged from some seconds after the earthquake to three days. This means that some citizens have filled and transmitted their data three days after the earthquake. In the following, a comparison between the designed service and traditional earthquake damage estimation methods (in situ) was carried out. The result shows that field-based methods for a city like Oshnavieh need about 20 days. However, the designed volunteer-based service what is programmed and implemented in the current research does this job by 3 days. Conclusion As the results show, the proposed service designed in this research implements the damage estimation process 6.5 times faster than the governmental procedures. This proves the efficiency of the research achievements. Besides the velocity, traditional damage estimation methods are expensive compare to volunteer-based data collection and processing which are almost free, scalable and pervasive. Keywords: Volunteer Geographic Information (VGI), earthquake damage estimation, heatmap, oshnavieh city.   اطلاعات داوطلبانه جغرافیایی , برآورد خسارت زلزله, Heatmap, اشنویه Volunteer Geographic Information, Earthquake damage estimation, Heat map, Oshnavieh 41 54 http://jsaeh.khu.ac.ir/browse.php?a_code=A-10-279-6&slc_lang=fa&sid=1 Javad Sadidi جواد سدیدی jsadidikhu@gmail.com 10031947532846009692 10031947532846009692 Yes Kaharzmi university دانشگاه خوارزمی Mansour Bayazidi منصور بایزیدی Sirwanmah93@gmail.com 10031947532846009693 10031947532846009693 No Kaharzmi university دانشگاه خوارزمی Hani Rezayan هانی رضائیان Hani.rezayan@gmail.com 10031947532846009694 10031947532846009694 No Kaharzmi university دانشگاه خوارزمی Hadi Fadaei هادی فدائی fadaei@me.com 10031947532846009695 10031947532846009695 No Amin university دانشگاه امین