Application of ANN for the Hydrological Modeling
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2017, Vol 5, Issue 7
Abstract
Global climate change has been a burning problem for environmentalists since the middle of the 20th century. The application of artificial neural network (ANN) methodology for modeling climate change impact on river Jhelum basin in the State of Jammu & Kashmir, India is presented. In the present study ANN model was applied to monthly temperature and precipitation data for base time (1979–2009) at four different metrological stations viz. Srinagar, Pahalgam, Qazigund and Gulmarg of river Jhelum basin and then the future average annual temperature and precipitation predicted up to 2100. The large scale GCM predictors were related to observed precipitation and temperature and future projections of climate were made under A1B and A2 scenario upto 21st century. At the end of the 21st century the mean annual temperature of the Jhelum river basin is predicted to increase by 1.43°C whereas the total annual precipitation is predicted to decrease substantially by 30.88% ANN technique under A1B scenario. However, for A2 scenario average annual temperature increased by 1.56°C and total annual precipitation decreased by 35.32%.
Authors and Affiliations
Mehnaza Akhter
Keywords
Related Articles
- EP ID EP24838
- DOI -
- Views 406
- Downloads 14
Rainfall-Runoff Modeling using Multiple Linear Regression Technique
In this paper MLR model was developed to model the rainfall-runoff process. The main objective of this study is to prove that MLR can be successfully used as R-R models. It is for this reason that various MLR models wer...
Use of Almond Tree (Terminialia cattapa) Bark Powder for Adsorption of Methylene Blue, a Basic Dye from Aqueous Solutions
dsorption studies of methylene blue (MB) on Almond tree bark powder (ATBP) were carried out by batch experiments. The parameter studied includes initial dye concentration, adsorbent dose, pH, agitation time, agitation s...
Satellite Communication
Communication in the whole of the World is revolutionized with the advent of Satellites. Satellite Communication hasserved mankind in many ways e.g. to predict weather, storm warning, provide wide range of communication...
Authorship and Collaborative Patterns in the Open software Engineering Journals, 2007-2012
techniques were applied to analyze the authorship trend in the “the Open software Engineering journals, 2007-2012. a total of 16 articles in the Journal were examined by year and volume to ascertain authorship patterns,...
Analysis on Location Based Nearest Keyword Search
It is common that the objects in a spatial database (e.g., restaurants) are associated with keywords to indicate their businesses/services. An exciting problem known as Closest Keywords search is to query objects, calle...