LEADER 03180nam 22006135 450 001 9910377829603321 005 20250609110104.0 010 $a981-15-3485-3 024 7 $a10.1007/978-981-15-3485-0 035 $a(CKB)4100000010480125 035 $a(DE-He213)978-981-15-3485-0 035 $a(MiAaPQ)EBC6121730 035 $a(PPN)242977421 035 $a(MiAaPQ)EBC6120886 035 $a(EXLCZ)994100000010480125 100 $a20200221d2020 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aWater Quality Index Prediction Using Multiple Linear Fuzzy Regression Model $eCase Study in Perak River, Malaysia /$fby Samsul Ariffin Abdul Karim, Nur Fatonah Kamsani 205 $a1st ed. 2020. 210 1$aSingapore :$cSpringer Singapore :$cImprint: Springer,$d2020. 215 $a1 online resource (XII, 55 p. 18 illus., 16 illus. in color.) 225 1 $aSpringerBriefs in Water Science and Technology,$x2194-7244 311 08$a981-15-3484-5 320 $aIncludes bibliographical references and index. 327 $aIntroduction -- Fuzzy Multiple Linear Regression -- Water Quality Index (WQI) -- Data Collection and Study Sites -- Water Quality Index Using Fuzzy Regression. 330 $aThis book addresses the prediction of the Water Quality Index (WQI) at Perak River, State of Perak, Malaysia, using a fuzzy multiple linear regression model to tackle the uncertainty in the measurements of six key parameters ? dissolved oxygen (DO), biological oxygen demand (BOD), chemical oxygen demand (COD), suspended solids (SS), pH value (pH) and ammoniacal nitrogen (NH3-NL). Given its scope, the book is suitable for graduate students, researchers and water quality scientists. 410 0$aSpringerBriefs in Water Science and Technology,$x2194-7244 606 $aWater$xPollution 606 $aWater quality 606 $aComputational intelligence 606 $aWaste Water Technology / Water Pollution Control / Water Management / Aquatic Pollution$3https://scigraph.springernature.com/ontologies/product-market-codes/U35040 606 $aWater Quality/Water Pollution$3https://scigraph.springernature.com/ontologies/product-market-codes/212000 606 $aComputational Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/T11014 615 0$aWater$xPollution. 615 0$aWater quality. 615 0$aComputational intelligence. 615 14$aWaste Water Technology / Water Pollution Control / Water Management / Aquatic Pollution. 615 24$aWater Quality/Water Pollution. 615 24$aComputational Intelligence. 676 $a363.7394 676 $a363.73946 700 $aKarim$b Samsul Ariffin Abdul$4aut$4http://id.loc.gov/vocabulary/relators/aut$0947685 702 $aKamsani$b Nur Fatonah$4aut$4http://id.loc.gov/vocabulary/relators/aut 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910377829603321 996 $aWater Quality Index Prediction Using Multiple Linear Fuzzy Regression Model$92141294 997 $aUNINA