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	<Article> 

	<Journal> 

	<PublisherName>International Science Community Association</PublisherName>

	<JournalTitle>Research Journal of Recent Sciences</JournalTitle> 

	<Issn>2277 - 2502</Issn>

	<Volume>2</Volume>

	<Issue>ISC-2012</Issue>

	<PubDate PubStatus="ppublish"> 

	<Year>2013</Year> 

	<Month>February</Month> 

	<Day>2</Day> 

	</PubDate>

	</Journal>



	<ArticleTitle>Estimation of Effective Impervious Surface Area of Cochin using Satellite Images</ArticleTitle> 


	<FirstPage>241</FirstPage>

	<LastPage>244</LastPage>



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		<FirstName>Ahirwar</FirstName>

		<MiddleName> </MiddleName>

		<LastName>J.R.</LastName>

		<Suffix>1</Suffix>

		<Affiliation> Department of Botany, Govt. College Niwari, District-Tikamgarh, M.P. INDIA  </Affiliation>

		</Author>
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		<FirstName>Erhabor</FirstName>

		<MiddleName> </MiddleName>

		<LastName>J.O.</LastName>

		<Suffix>1</Suffix>

		<Affiliation>Departement of Plant Biology and Biotechnology, University of Benin, P.M.B 1154, Benin City, NIGERIA </Affiliation>

		</Author>
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		<FirstName>Idu</FirstName>

		<MiddleName> </MiddleName>

		<LastName>M.</LastName>

		<Suffix>2</Suffix>

		<Affiliation> Benson Idahosa University, PMB, 110, Benin City, NIGERIA  </Affiliation>

		</Author>
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		<FirstName>Udo</FirstName>

		<MiddleName> </MiddleName>

		<LastName>F.O.</LastName>

		<Suffix>3</Suffix>

		<Affiliation></Affiliation>

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		<FirstName>Mehta</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Kavit</LastName>

		<Suffix>1</Suffix>

		<Affiliation>Mehsana Urban Institute of Sciences, Ganpat University, Ganpat Vidyanagar, Kherwa, Dist. Mehsana, North Gujarat, INDIA </Affiliation>

		</Author>
		<Author> 

		<FirstName>Patel</FirstName>

		<MiddleName> </MiddleName>

		<LastName>B.N.</LastName>

		<Suffix>2</Suffix>

		<Affiliation> M.G. Science Institute, Navrangpura, Ahmadabad, INDIA  </Affiliation>

		</Author>
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		<FirstName>Jain</FirstName>

		<MiddleName> </MiddleName>

		<LastName>B.K.</LastName>

		<Suffix>3</Suffix>

		<Affiliation></Affiliation>

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		<FirstName>Mishra</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Bishwambhar</LastName>

		<Suffix>1</Suffix>

		<Affiliation>Instrumental and Food Analysis Laboratory, School of Bio Sciences and Technology, VIT University, Vellore, Tamil Nadu, INDIA  </Affiliation>

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		<FirstName>Suneetha</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Vuppu</LastName>

		<Suffix>2</Suffix>

		<Affiliation></Affiliation>

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		<FirstName>Surekha</FirstName>

		<MiddleName> </MiddleName>

		<LastName>M.</LastName>

		<Suffix>1</Suffix>

		<Affiliation> Toxicology Laboratory, Department of Botany, Kakatiya University, Warangal, Andhra Pradesh, INDIA  </Affiliation>

		</Author>
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		<FirstName>Kiran</FirstName>

		<MiddleName> </MiddleName>

		<LastName>S.</LastName>

		<Suffix>2</Suffix>

		<Affiliation></Affiliation>

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		<FirstName>Naresh</FirstName>

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		<LastName>A.</LastName>

		<Suffix>3</Suffix>

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		<FirstName>Reddy</FirstName>

		<MiddleName> </MiddleName>

		<LastName>S.M.</LastName>

		<Suffix>4</Suffix>

		<Affiliation></Affiliation>

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		<FirstName>Krishania</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Suman</LastName>

		<Suffix>1</Suffix>

		<Affiliation> Department of Life Sciences,The IIS University, SFS Mansarovar, Jaipur -20 (Raj) INDIA  </Affiliation>

		</Author>
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		<FirstName>Agarwal</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Kalpana</LastName>

		<Suffix>2</Suffix>

		<Affiliation></Affiliation>

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		<FirstName>Kelkar</FirstName>

		<MiddleName> </MiddleName>

		<LastName>TusharS.</LastName>

		<Suffix>1</Suffix>

		<Affiliation> Environmental Sciences Research Laboratory, Department of Botany, Wilson College, Mumbai, INDIA  </Affiliation>

		</Author>
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		<FirstName>Bhalerao</FirstName>

		<MiddleName> </MiddleName>

		<LastName>SatishA.</LastName>

		<Suffix>2</Suffix>

		<Affiliation></Affiliation>

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		<FirstName>Naina</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Thangaraj</LastName>

		<Suffix>1</Suffix>

		<Affiliation> School of Biosciences and Technology, VIT University, Vellore, Tamil Nadu, INDIA  </Affiliation>

		</Author>
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		<FirstName>Sharan</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Siddharth</LastName>

		<Suffix>2</Suffix>

		<Affiliation></Affiliation>

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		<FirstName>Vuppu</FirstName>

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		<LastName>Suneetha</LastName>

		<Suffix>3</Suffix>

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		<FirstName>Javed</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Ahmad</LastName>

		<Suffix>1</Suffix>

		<Affiliation>Department of biochemical Engineering and Food Technology, Harcourt butler technological Institute, Kanpur, INDIA </Affiliation>

		</Author>
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		<FirstName>Khan</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Iffat</LastName>

		<Suffix>2</Suffix>

		<Affiliation> Department of Bioscience, Integral University Lucknow, INDIA  </Affiliation>

		</Author>
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		<FirstName>Ashfaq</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Ahmad</LastName>

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		<FirstName>kaushar</FirstName>

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		<LastName>Imam</LastName>

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		<FirstName>Dubey</FirstName>

		<MiddleName> </MiddleName>

		<LastName>S.</LastName>

		<Suffix>1</Suffix>

		<Affiliation>MVJ College of Engineering, Bangalore, Karnataka, INDIA. </Affiliation>

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		<FirstName>Kherwa</FirstName>

		<MiddleName> </MiddleName>

		<LastName>V.</LastName>

		<Suffix>2</Suffix>

		<Affiliation> Department of Chemistry, C.D.L.University, Sirsa 125055, Haryana, INDIA.  </Affiliation>

		</Author>
		<Author> 

		<FirstName>Kherwa</FirstName>

		<MiddleName> </MiddleName>

		<LastName>V.</LastName>

		<Suffix>1</Suffix>

		<Affiliation>Department of Chemistry, C.D.L. University, Sirsa 125055, Haryana, INDIA </Affiliation>

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		<FirstName>Dubey</FirstName>

		<MiddleName> </MiddleName>

		<LastName>S.</LastName>

		<Suffix>2</Suffix>

		<Affiliation> Department of Chemistry, MVJ College of Engineering, Bangalore, Karnataka, INDIA  </Affiliation>

		</Author>
		<Author> 

		<FirstName>PatelKetan</FirstName>

		<MiddleName> </MiddleName>

		<LastName>B.</LastName>

		<Suffix>1</Suffix>

		<Affiliation> Government Science College, Department of Chemistry, Gandhinagar, Gujarat, INDIA  </Affiliation>

		</Author>
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		<FirstName>Patel</FirstName>

		<MiddleName> </MiddleName>

		<LastName>YogeshM.</LastName>

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		<FirstName>Patel</FirstName>

		<MiddleName> </MiddleName>

		<LastName>RakshaB.</LastName>

		<Suffix>3</Suffix>

		<Affiliation></Affiliation>

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		<FirstName>Udaykumar</FirstName>

		<MiddleName> </MiddleName>

		<LastName>P.</LastName>

		<Suffix>1</Suffix>

		<Affiliation> Department of Chemistry, Birla Institute of Technology and Science, Pilani â€“ K.K. Birla Goa Campus, Zuarinagar, Goa, INDIA  </Affiliation>

		</Author>
		<Author> 

		<FirstName>Khanna</FirstName>

		<MiddleName> </MiddleName>

		<LastName>T.</LastName>

		<Suffix>2</Suffix>

		<Affiliation></Affiliation>

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		<FirstName>Behera</FirstName>

		<MiddleName> </MiddleName>

		<LastName>R.N.</LastName>

		<Suffix>3</Suffix>

		<Affiliation></Affiliation>

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		<FirstName>Hassan</FirstName>

		<MiddleName> </MiddleName>

		<LastName>S.Z.</LastName>

		<Suffix>1</Suffix>

		<Affiliation> Department of Chemical Engineering, Indian Institute of Technology Bombay, Mumbai, INDIA</Affiliation>

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		<FirstName>Chopade</FirstName>

		<MiddleName> </MiddleName>

		<LastName>S.A.</LastName>

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		<FirstName>Vinjamur</FirstName>

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		<LastName>M.</LastName>

		<Suffix>3</Suffix>

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		<FirstName></FirstName>

		<MiddleName> </MiddleName>

		<LastName>LalMohan</LastName>

		<Suffix>1</Suffix>

		<Affiliation> Department of Chemistry, Jai Narain Vyas University, Jodhpur, Rajasthan, INDIA  </Affiliation>

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		<FirstName>Gangotri</FirstName>

		<MiddleName> </MiddleName>

		<LastName>K.M.</LastName>

		<Suffix>2</Suffix>

		<Affiliation></Affiliation>

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		<FirstName>Sindhu</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Joseph</LastName>

		<Suffix>1</Suffix>

		<Affiliation> School of Environmental Studies, Cochin University of Science and Technology, Kochi 682022, INDIA  </Affiliation>

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		<FirstName>Jyothi</FirstName>

		<MiddleName> </MiddleName>

		<LastName>K.P.</LastName>

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		<FirstName>SujaP.</FirstName>

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		<LastName>Devipriya</LastName>

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		<FirstName>Suguna</FirstName>

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		<LastName>Yesodharan</LastName>

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		<FirstName>Yesodharan</FirstName>

		<MiddleName> </MiddleName>

		<LastName>E.P.</LastName>

		<Suffix>5</Suffix>

		<Affiliation></Affiliation>

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		<FirstName>Lakdawala</FirstName>

		<MiddleName> </MiddleName>

		<LastName>M.M.</LastName>

		<Suffix>1</Suffix>

		<Affiliation>Chemistry Department, S P T Arts and Science College, Godhra, Gujarat, INDIA </Affiliation>

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		<FirstName>Lakdawala</FirstName>

		<MiddleName> </MiddleName>

		<LastName>J.M.</LastName>

		<Suffix>2</Suffix>

		<Affiliation> Prime interior, Vapi, Gujarat, INDIA  </Affiliation>

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		<FirstName>Rojith</FirstName>

		<MiddleName> </MiddleName>

		<LastName>G.</LastName>

		<Suffix>1</Suffix>

		<Affiliation> School of Environmental Studies, Cochin University of Science and Technology, Cochin, Kerala, India  </Affiliation>

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		<FirstName>BrightSingh</FirstName>

		<MiddleName> </MiddleName>

		<LastName>I.S.</LastName>

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		<FirstName>Ariponnammal</FirstName>

		<MiddleName> </MiddleName>

		<LastName>S.</LastName>

		<Suffix>1</Suffix>

		<Affiliation> Department of Physics, Gandhigram Rural Institute, Deemed University, Gandhigram, Dindigul District, TamilNadu, INDIA  </Affiliation>

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		<FirstName>Srinivasan</FirstName>

		<MiddleName> </MiddleName>

		<LastName>T.</LastName>

		<Suffix>2</Suffix>

		<Affiliation></Affiliation>

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		<FirstName>Ariponnammal</FirstName>

		<MiddleName> </MiddleName>

		<LastName>S.</LastName>

		<Suffix>1</Suffix>

		<Affiliation> Department of Physics, Gandhigram Rural Institute, Deemed University, Gandhigram, Dindigul District, Tamil Nadu, INDIA  </Affiliation>

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		<FirstName>MartÃ­nez-Hilders</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Andrea</LastName>

		<Suffix>1</Suffix>

		<Affiliation>Departamento de Ciencias Biológicas, Decanato de Agronomía, Universidad Centroccidental Lisandro Alvarado, Barquisimeto, VENEZUELA </Affiliation>

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		<Author> 

		<FirstName>Mendoza</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Yuraima</LastName>

		<Suffix>2</Suffix>

		<Affiliation></Affiliation>

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		<FirstName>Peraza</FirstName>

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		<LastName>Dasybel</LastName>

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		<FirstName>Laurentin</FirstName>

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		<LastName>HernÃn</LastName>

		<Suffix>4</Suffix>

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		<FirstName>Shukla</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Niharika</LastName>

		<Suffix>1</Suffix>

		<Affiliation>  Department of Genetics and Plant Breeding, Jawaharlal Nehru Agricultural University Jabalpur, INDIA  </Affiliation>

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		<Author> 

		<FirstName>Nannu</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Shafakatullah</LastName>

		<Suffix>1</Suffix>

		<Affiliation> Department of Bio-Sciences, Mangalore University, Mangalagangothri, Karnataka, INDIA  </Affiliation>

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		<FirstName>Shetty</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Sowmyashree</LastName>

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		<FirstName>OrisonLobo</FirstName>

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		<LastName>Reema</LastName>

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		<FirstName>Krishnamoorthy</FirstName>

		<MiddleName> </MiddleName>

		<LastName>M.</LastName>

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		<FirstName>Prasad</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Chandan</LastName>

		<Suffix>1</Suffix>

		<Affiliation>Dept. of Chemistry, D.A.V College, Kanpur, INDIA </Affiliation>

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		<FirstName>Mishra</FirstName>

		<MiddleName> </MiddleName>

		<LastName>R.P.</LastName>

		<Suffix>2</Suffix>

		<Affiliation> R and D Division, MRD Life Sciences, Lucknow, INDIA </Affiliation>

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		<FirstName>Ali</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Asif</LastName>

		<Suffix>3</Suffix>

		<Affiliation> Integral University, Lucknow, INDIA </Affiliation>

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		<FirstName>Gangwar</FirstName>

		<MiddleName> </MiddleName>

		<LastName>V.S.</LastName>

		<Suffix>4</Suffix>

		<Affiliation> Dept of Chemistry, V.S.S.D College, Kanpur, INDIA </Affiliation>

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		<FirstName>Chand </FirstName>

		<MiddleName> </MiddleName>

		<LastName>Shweta</LastName>

		<Suffix>5</Suffix>

		<Affiliation> Dept of Chemistry, Christ Church College, Kanpur, INDIA  </Affiliation>

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		<FirstName>Maru</FirstName>

		<MiddleName> </MiddleName>

		<LastName>R.N.</LastName>

		<Suffix>1</Suffix>

		<Affiliation>JJT University, Rajasthan, INDIA  </Affiliation>

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		<FirstName>Patel</FirstName>

		<MiddleName> </MiddleName>

		<LastName>R.S.</LastName>

		<Suffix>2</Suffix>

		<Affiliation> Department of Biology, KKSJ Maninagar Science College, Ahmedabad, Gujarat, INDIA  </Affiliation>

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		<FirstName>Jyothi</FirstName>

		<MiddleName> </MiddleName>

		<LastName>K.P.</LastName>

		<Suffix>1</Suffix>

		<Affiliation> School of Environmental Studies, Cochin University of Science and Technology, Kochi, INDIA  </Affiliation>

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		<FirstName>Sindhu</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Joseph</LastName>

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		<FirstName>Suguna</FirstName>

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		<LastName>Yesodharan</LastName>

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		<FirstName>Yesodharan</FirstName>

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		<LastName>E.P.</LastName>

		<Suffix>4</Suffix>

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		<FirstName>HridayN.</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Mishra</LastName>

		<Suffix>1</Suffix>

		<Affiliation> Physics Department, University of Lucknow, Lucknow, INDIA  </Affiliation>

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		<FirstName>Srivastava</FirstName>

		<MiddleName> </MiddleName>

		<LastName>RajeshKumar</LastName>

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		<FirstName>Narayan</FirstName>

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		<LastName>Vijay</LastName>

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		<FirstName>Chand </FirstName>

		<MiddleName> </MiddleName>

		<LastName> Satish</LastName>

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		<FirstName>Sachan</FirstName>

		<MiddleName> </MiddleName>

		<LastName>AlokKumar</LastName>

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		<FirstName>Shukla</FirstName>

		<MiddleName> </MiddleName>

		<LastName>VikasKuamr</LastName>

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		<FirstName>Prasad</FirstName>

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		<LastName>Onkar</LastName>

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		<FirstName>Sinha</FirstName>

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		<LastName>Leena</LastName>

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		<FirstName>Patel</FirstName>

		<MiddleName> </MiddleName>

		<LastName>JayKumarShantilal</LastName>

		<Suffix>1</Suffix>

		<Affiliation> Computer Science Department, Kadi Sarva VishwaVidyalaya, Gandhinagar, Gujarat, INDIA  </Affiliation>

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		<FirstName>Nakade</FirstName>

		<MiddleName> </MiddleName>

		<LastName>D.B.</LastName>

		<Suffix>1</Suffix>

		<Affiliation> Dept. of Microbiology, Rajaram College, Kolhapur, MaharashtraState, INDIA  </Affiliation>

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		<FirstName>Sreejesh</FirstName>

		<MiddleName> </MiddleName>

		<LastName>K.K.</LastName>

		<Suffix>1</Suffix>

		<Affiliation> Kerala Forest Research Institute, Peechi, INDIA  </Affiliation>

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		<FirstName>Thomas</FirstName>

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		<FirstName>Rugmini</FirstName>

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		<FirstName>Prasanth</FirstName>

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		<LastName>K.M.</LastName>

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		<FirstName>Kripa</FirstName>

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		<LastName>P.K.</LastName>

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		<FirstName>Prasanth</FirstName>

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		<Affiliation>Dept. of Soil Science, Kerala Forest Research Institute, Peechi, INDIA  </Affiliation>

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		<Author> 

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		<Author> 

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		<Author> 

		<FirstName>Sreejesh</FirstName>

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		<Author> 

		<FirstName>Singh</FirstName>

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		<Author> 

		<FirstName>Biswal</FirstName>

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		<LastName>Bijayani</LastName>

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		<LastName>Sachin</LastName>

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		<Author> 

		<FirstName>Saravanan</FirstName>

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		<Author> 

		<FirstName>Parthiban</FirstName>

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		<Author> 

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		<Author> 

		<FirstName>Marimuthu</FirstName>

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		<Author> 

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		<Affiliation> Department of Tree Breeding, Forest College and Research Institute, Tamil Nadu Agricultural University, Mettupalayam, Tamil Nadu, INDIA  </Affiliation>

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		<Author> 

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		<Author> 

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		<Affiliation></Affiliation>

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		<Author> 

		<FirstName>Tiwari</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Shweta</LastName>

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		<Affiliation> Department of Botany, P.M.B. Gujarati Science College, Indore, INDIA  </Affiliation>

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		<Author> 

		<FirstName>Sharma</FirstName>

		<MiddleName> </MiddleName>

		<LastName>P.K.</LastName>

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		<Affiliation>Research scholars Zoology, Government P.G. College, Kota, Rajasthan, INDIA </Affiliation>

		</Author>
		<Author> 

		<FirstName>Kumar</FirstName>

		<MiddleName> </MiddleName>

		<LastName>U.</LastName>

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		<Affiliation> Lecturer in Zoology, Government P.G. College, Kota, Rajasthan, INDIA  </Affiliation>

		</Author>
		<Author> 

		<FirstName>Shrivastava</FirstName>

		<MiddleName> </MiddleName>

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		<Affiliation></Affiliation>

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		<Author> 

		<FirstName>RautSonali</FirstName>

		<MiddleName> </MiddleName>

		<LastName>R.</LastName>

		<Suffix>1</Suffix>

		<Affiliation>Zoology Dept, Bhavans H. Somani College, Chowpatty, Mumbai-7, INDIA </Affiliation>

		</Author>
		<Author> 

		<FirstName>DeshbhratarShantaj</FirstName>

		<MiddleName> </MiddleName>

		<LastName>M.</LastName>

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		<Affiliation> Botany Dept., Bhavans H. Somani College, Chowpatty, Mumbai-7, INDIA </Affiliation>

		</Author>
		<Author> 

		<FirstName>Hile</FirstName>

		<MiddleName> </MiddleName>

		<LastName>VijayK.</LastName>

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		<Affiliation> Shri Chandulal Nanavati Vinay Mandir, Vile Parle, Mumbai, INDIA </Affiliation>

		</Author>
		<Author> 

		<FirstName>Singh</FirstName>

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		<LastName>AnkitaJ.</LastName>

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		</Author>
		<Author> 

		<FirstName>Tazick</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Z.</LastName>

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		<Affiliation>Dept. of Plant Protection, Sari Agricultural Sciences & Natural Resources University, Sari , IRAN </Affiliation>

		</Author>
		<Author> 

		<FirstName>TajickGhanbary</FirstName>

		<MiddleName> </MiddleName>

		<LastName>M.A.</LastName>

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		<Affiliation> Dept. of Microbiology, Genetics & Agricultural Biotechnology Institute of Tabarestan, Sari, IRAN </Affiliation>

		</Author>
		<Author> 

		<FirstName>Kripa</FirstName>

		<MiddleName> </MiddleName>

		<LastName>P.K.</LastName>

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		<Affiliation> Dept. of Soil Science, Kerala Forest Research Institute, Peechi, INDIA  </Affiliation>

		</Author>
		<Author> 

		<FirstName>Prasanth</FirstName>

		<MiddleName> </MiddleName>

		<LastName>K.M.</LastName>

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		<Affiliation></Affiliation>

		</Author>
		<Author> 

		<FirstName>Sreejesh</FirstName>

		<MiddleName> </MiddleName>

		<LastName>K.K.</LastName>

		<Suffix>3</Suffix>

		<Affiliation></Affiliation>

		</Author>
		<Author> 

		<FirstName>Thomas</FirstName>

		<MiddleName> </MiddleName>

		<LastName>T.P.</LastName>

		<Suffix>4</Suffix>

		<Affiliation></Affiliation>

		</Author>
		<Author> 

		<FirstName>RamningAmol</FirstName>

		<MiddleName> </MiddleName>

		<LastName>M.</LastName>

		<Suffix>1</Suffix>

		<Affiliation> Department of Petroleum Refining and Petrochemical Technology, Laxminarayan Institute of Technology, Nagpur, MH, INDIA  </Affiliation>

		</Author>
		<Author> 

		<FirstName>Dhote</FirstName>

		<MiddleName> </MiddleName>

		<LastName>PriyaS.</LastName>

		<Suffix>2</Suffix>

		<Affiliation></Affiliation>

		</Author>
		<Author> 

		<FirstName>Ganvir</FirstName>

		<MiddleName> </MiddleName>

		<LastName>V.N.</LastName>

		<Suffix>3</Suffix>

		<Affiliation></Affiliation>

		</Author>
		<Author> 

		<FirstName>Rai</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Priyanka</LastName>

		<Suffix>1</Suffix>

		<Affiliation> School of Environmental biology, A.P.S. University, Rewa MP, INDIA  </Affiliation>

		</Author>
		<Author> 

		<FirstName>Mishra</FirstName>

		<MiddleName> </MiddleName>

		<LastName>RM</LastName>

		<Suffix>2</Suffix>

		<Affiliation></Affiliation>

		</Author>
		<Author> 

		<FirstName>Parihar</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Sarita</LastName>

		<Suffix>3</Suffix>

		<Affiliation></Affiliation>

		</Author>
		<Author> 

		<FirstName>Pati</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Anupama</LastName>

		<Suffix>1</Suffix>

		<Affiliation> School of Energy and Environmental Studies, Devi Ahilya University, Khandwa Road, Indore, MP, INDIA  </Affiliation>

		</Author>
		<Author> 

		<FirstName>Chaudhary</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Rubina</LastName>

		<Suffix>2</Suffix>

		<Affiliation></Affiliation>

		</Author>
		<Author> 

		<FirstName>Chithra</FirstName>

		<MiddleName> </MiddleName>

		<LastName>S.V.</LastName>

		<Suffix>1</Suffix>

		<Affiliation> School of Environmental Studies, Cochin University of Science and Technology, Cochin-22, Kerala, INDIA  </Affiliation>

		</Author>
		<Author> 

		<FirstName>Amarnath</FirstName>

		<MiddleName> </MiddleName>

		<LastName>A.</LastName>

		<Suffix>2</Suffix>

		<Affiliation></Affiliation>

		</Author>
		<Author> 

		<FirstName>S.V.</FirstName>

		<MiddleName> </MiddleName>

		<LastName>Smitha</LastName>

		<Suffix>3</Suffix>

		<Affiliation></Affiliation>

		</Author>
		<Author> 

		<FirstName>HarindranathanNair</FirstName>

		<MiddleName> </MiddleName>

		<LastName>M.V.</LastName>

		<Suffix>4</Suffix>

		<Affiliation></Affiliation>

		</Author>

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	</Author>

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	<PublicationType>Research Paper</PublicationType>


	<History>  
	<PubDate PubStatus="received">
	<Year>2012</Year>
	<Month>11</Month>
	<Day>2</Day>
	</PubDate>
	<PubDate PubStatus="accepted">										
	<Year>2013</Year> 
	<Month>February</Month>									
	<Day>2</Day> 
	</PubDate>

	</History>
	<Abstract> Urbanization refers to the process in which an increasing proportion of a population lives in cities and suburbs. Urbanization fuels the alteration of the Land use/Land cover pattern of the region including increase in built-up area, leading to imperviousness of the ground surface. With increasing urbanization and population pressures; the impervious areas in the cities are increasing fast. An impervious surface refers to an anthropogenic ally modified surface that prevents water from infiltrating into the soil. Surface imperviousness mapping is important for the studies related to water cycling, water quality, soil erosion, flood water drainage, non-point source pollution, urban heat island effect and urban hydrology. The present study estimates the Total Impervious Area (TIA) of the city of Kochi using high resolution satellite image (LISS IV, 5m. resolution). Additionally the study maps the Effective Impervious Area (EIA) by coupling the capabilities of GIS and Remote Sensing. Land use/Land cover map of the study area was prepared from the LISS IV image acquired for the year 2012. The classes were merged to prepare a map showing pervious and impervious area. Supervised Maximum Likelihood Classification (Supervised MLC),which is a simple but accurate method for image classification, is used in calculating TIA and an overall classification accuracy of 86.33% was obtained. Water bodies are 100% pervious, whereas urban built up area are 100% impervious. Further based on percentage of imperviousness, the Total Impervious Area is categorized into various classes.  </Abstract>

	<CopyrightInformation>Copyright@ International Science Community Association</CopyrightInformation>

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