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bsj-3563
Using Backpropagation to Predict Drought Factor in Keetch-Byram Drought Index
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Forest fires continue to rise during the dry season and they are difficult to stop. In this case, high temperatures in the dry season can cause an increase in drought index that could potentially burn the forest every time. Thus, the government should conduct surveillance throughout the dry season. Continuous surveillance without the focus on a particular time becomes ineffective and inefficient because of preventive measures carried out without the knowledge of potential fire risk. Based on the Keetch-Byram Drought Index (KBDI), formulation of Drought Factor is used just for calculating the drought today based on current weather conditions, and yesterday's drought index. However, to find out the factors of drought a day after, the data is needed about the weather. Therefore, we need an algorithm that can predict the dryness factor. So, the most significant fire potential can be predicted during the dry season. Moreover, daily prediction of the dry season is needed each day to conduct the best action then a qualified preventive measure can be carried out. The method used in this study is the backpropagation algorithm which has functions for calculating, testing and training the drought factors. By using empirical data, some data are trained and then tested until it can be concluded that 100% of the data already well recognized. Furthermore, some other data tested without training, then the result is 60% of the data match. In general, this algorithm shows promising results and can be applied more to complete several variables supporters.

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Publication Date
Sun Apr 02 2023
Journal Name
نابو للدراسات
بنائية النسق الفني في التكوينات الخطية الحرة
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تحتكم العملية البنائية في المنجز الخطي الى م6جموعة من العوامل والمتغيرات المترابطة بتسلسل منطقي، لتنتج رؤية موحدة لإنجاز عمل فني تتوافر فيه الابعاد الوظيفية والجمالية والتعبيرية، ففي بنائية النسق الفني ليس المهم هو العنصر بقدر أهمية نظام العلاقات الذي يجعل هذا العنصر البنائي ينسجم مع باقي العناصر، وبالتالي تبرز قيمته كونه داخل بنية تنطوي على ضبط مكوناتها بدقة، لتفضي الى تقديم منجز للمتلقي منبثق من رؤية فا

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Publication Date
Wed Jan 02 2008
Journal Name
Political Sciences Journal
سبع مسائل في احسن الوسائل للسياسة العراقية
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سبع مسائل في احسن الوسائل للسياسة العراقية

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Publication Date
Thu Dec 15 2022
Journal Name
Alustath Journal For Human And Social Sciences
شموع في بابل: رحلة دنيس لفرتوف الروحية
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خصتظهر اعمال دنيس لفرتوف (1923-1997) ميلها بوضوح الى وصف القضايا الدينية، إذ تشير الصور الدينية في اعمالها اما الى قناعة عميقة بوجود اله،او انه مجرد وصف لعجائب عالم ماوراء الطبيعة ،بالرغم ةيرعشلااهتعومجمنالااةينيدلاتاراعشلانمريثكلايوحتاهلامعانانم"شموع في بابل" اخذت مسار اخر.حيث انها تعطي وصف و اضح الى الطريقة التي اتبعتها الشاعرة في رحلها الروحية الطويلة والتي تشبه رحلة الشاعر نوجبنيان في "رحلة الحاج"(1678 )في و

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Publication Date
Wed Dec 30 2020
Journal Name
Journal Of Planner And Development
Foresight of the development of the housing sector
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The housing sector in Iraq has suffered from multiple problems, the most prominent of which is the failure of the housing market to achieve housing production that faces population increases and a high number of households.

The research aims to foresight the future of the housing sector,  and to identify the expectations of experts in the development of the housing sector and housing production, in order to overcome the obstacles and problems.

Foresight does not mean forecasting about future events, but rather it is a process and skill aimed at familiarity with providing sufficient knowledge to achieve the desired future goals, Accordingly, adopting a method of future foresight will reduce error,  surprise and s

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Publication Date
Wed Jun 30 2021
Journal Name
Journal Of Planner And Development
Urban wetlands and their impact on city sustainability
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Urban wetlands are one of the complex systems that provide many economic, social and environmental services to the city. In this research, the most important services provided by urban wetlands from the point of view of the urban planner were reviewed, and the types of these lands and their divisions according to the type of services provided by each type were presented. Environmental is represented in its ability to reduce the dangers of floods, mitigate the climate and reduce its negative impacts, purify water and deplete a lot of suspended impurities and pollutants, and social services such as recreational areas and beautiful landscapes that inspire joy and reassurance in the soul, as well as cultural areas and sports activities for m

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Publication Date
Sun Jan 13 2019
Journal Name
Arab Science Heritage Journal
التعريف بمخطوط كنز التجار في معرفة الأحجار
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اهتم العرب بالجواهر والاحجار الكريمة منذ القدم وازداد هذا الاهتمام في حقب الترف والحضارة . ولم يقتصر استخدام الجواهر والاحجار على الطبقات الغنية كالخلفاء والامراء والوزراء بل شمل كل شرائح المجتمع الاخرى لان الاحجار

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Publication Date
Sun Dec 02 2007
Journal Name
Political Sciences Journal
وظائف الدولة (في الفكر السياسي العربي الاسلامي)
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وظائف الدولة (في الفكر السياسي العربي الاسلامي)

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Publication Date
Thu Oct 01 2015
Journal Name
Journal Of Educational And Psychological Researches
الشخصية العراقية في سياق تكامل الاسرة الحضرية
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From the above can be placed in a summary of the Iraqi personal to the subject in the context of urban family Integration: As personal so hard and durable organization to some extent on the nature of the individual temperament, his mind and his body structure Vhoalve determines the unique environment compatibility.
Valchksah not inherited However, the inherited components, building of the body of the individual and the way they complement each other and members of Trivhalta functions performed by temperament and preparations all in compliance with Vchksath become a product of the interaction between the possibility of nature and the environment.
From here we can say that the family a big role in the personal configuration,

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Publication Date
Sun Jan 02 2011
Journal Name
Journal Of Educational And Psychological Researches
Differential Item Functioning at the scal of mental health
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At the last years, the interesting of measurement spicilists was increased to study differential item functioning (DIF) wich is reflect the difference of propability true response for test item from subgroups which have equal level of ability . The aims of this research are, inform the DIFat Namers’scale(2009) for mental health to prepare students and detect items that have DIF. Sample research contants (540) students, we use Mantel- Haenzel chi-square to detect DIF. The results are point to there are (26) items have DIF according to gender which are delated form the scale after that.

 

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Publication Date
Thu Apr 17 2025
Journal Name
مجلة العلوم الاساسية
التشكيل الموسيقي في شعر نهار بن توسعه
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