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Register a new userPredicting air pollution level
التنبؤ بمستوى تلوث الهواء
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Created by
Marwa Tahawi
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يهدف هذا البحث إلى التنبؤ بمستوى تلوث الهواء مع مجموعة من البيانات المستخدمة لإجراء التنبؤ من خلالها والوصول لأفضل تنبؤ باستخدام عدة نماذج والمقارنة بينها وإيجاد الحل المناسب.
This research aims to predict the level of air pollution with a set of data used to make predictions through them and to obtain the best prediction using several models and compare them and find the appropriate solution.
References used
Tong Z., Zhang K.M. The near-source impacts of diesel backup generators in urban environments. Atmos. Environ. 2015;109:262–271. doi: 10.1016/j.atmosenv.2015.03.020. [Cross Ref]
Tong Z., Baldauf R.W., Isakov V., Deshmukh P., Zhang M.K. Roadside vegetation barrier designs to mitigate near-road air pollution impacts. Sci. Total Environ. 2016;541:920–927. doi: 10.1016/j.scitotenv.2015.09.067. [PubMed] [Cross Ref]
Keddem S., Barg F.K., Glanz K., Jackson T., Green S., George M. Mapping the urban asthma experience: Using qualitative GIS to understand contextual factors affecting asthma control. Soc. Sci. Med. 2015;140:9–17. doi: 10.1016/j.socscimed.2015.06.039. [PubMed] [Cross Ref]
Tan Q., Wei Y., Wang M., Liu Y. A cluster multivariate statistical method for environmental quality management. Eng. Appl. Artif. Intell. 2014;32:1–9. doi: 10.1016/j.engappai.2014.02.007. [Cross Ref]
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The study aimed to clarify the economic concept to the problem of environmental
pollution and the economic effects of him. How is the confrontation of this economic problem
through the following steps:
1- Quantification of environmental pollution
(air quality monitoring in the
surrounding medium).
2- Quantification of the results of environmental pollution (the negative impact on
health and property due to air pollution , and loss of agricultural and animal wealth .
3- Estimate of the results of environmental pollution ( the cost of treatment and
alternative employment opportunities , loss of GDP as a result of the inability to work due to
illness or disability or early death , property damage costs in agricultural and animal wealth ,
the cost of damage in the aesthetic value .
The study concluded that a range of results, including :
Monitoring and Pollution reality in Banias , and then compare the average cost
incurred by the population as a result of ( health damage , property damage, damage in
agricultural and animal wealth ).
Determination of environmental costs through the expense of a decline in the quality of
people's lives and the deterioration of the quality of the environment , such as exposure to
diseases caused by environmental pollution and the cost of treating these diseases physically
and years of work and life that are lost due to disease , in addition to the loss of the value of
environmental services and resources, especially non-renewable ones, as well as the loss
opportunities and environmental features such as the aesthetic standards of the tourist areas .
The study recommended that the industrial strategies in Syria adopt Sustainable
Industrial Development Policy, which include an integrated and comprehensive environmental
dimension in the administration of any industrial development project .
This is in line with the concept of sustainable development, which calls for enterprises of
different types to preserve the assets and resources of the community of human, material and
environmental which is considered the property of the current and future generations.
This study has conducted to investigate the effect of air pollution on diagnostic elements and morphologicl characters of leaves of Neruim oleander Cultivated in roadsides in Lattakia City . Samples were collected from tow sites differ in pollution
inteusity between october 2012 and september 2013 .
The first site ( Al Jmhoria street in Lattakia city ) was more polluted and has more traffic activity .
Whil the second site ( tishreen University park )
Was Less polluted and less traffic activity .
The results have showed that the length , the weight and the colour of the leaf are negtively incieased because of traffic intensity and this , inturn , affects the shape , the size and the number of diagnostic elements which play animportant rule in differentation the species from each other .
Cultivars of Medicago Sativa l.var local were planted in three locations, ten
pots per location. The first location wich is the most polluted one is (Bab
Toma), second polluted one is (Jeser Victoria), and the reference location is
(Daria), in the
west of Damascus.
Temperature, relative humidity and concentrations of main pollutants in
that three locations were measured.
Resultes showed that air pollution decreased growth of plants, amount of
chlorophyll, production of plants, number of flowers, number of pods and leaf
area in comparison with reference location.
We discussed the importance of studying the trichomes award in
olive trees, leaves and its role in the resistance to these trees against
pollution resulting from the Banias refinery intake, through the
study of their density and distribution on a
superficial paper and
examine the concentration of chlorophyll in the leaves, and
comparing the results between the contaminated areas and the
control area .
Results showed that the density of the trichomes play a role in
protecting the ports of entry into force of pollutants into the plant
tissue, and its impact on the pigments of photosynthesis, and thus
the process of photosynthesis.
Many automatic semantic relation extraction tools extract subject-predicate-object triples from unstructured text. However, a large quantity of these triples merely represent background knowledge. We explore using full texts of biomedical publication
s to create a training corpus of informative and important semantic triples based on the notion that the main contributions of an article are summarized in its abstract. This corpus is used to train a deep learning classifier to identify important triples, and we suggest that an importance ranking for semantic triples could also be generated.
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