LEADER 03177nam 2200541 450 001 9910548177803321 005 20231110222256.0 010 $a3-030-77572-0 035 $a(MiAaPQ)EBC6897090 035 $a(Au-PeEL)EBL6897090 035 $a(CKB)21325639000041 035 $a(OCoLC)1302868335 035 $a(BIP)080071360 035 $a(PPN)260828831 035 $a(EXLCZ)9921325639000041 100 $a20221006d2022 uy 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 00$aAnthropogeomorphology $ea geospatial technology based approach /$fedited by Gouri Sankar Bhunia [and three others] 210 1$aCham, Switzerland :$cSpringer,$d[2022] 210 4$dİ2022 215 $a1 online resource (676 pages) 225 1 $aGeography of the Physical Environment 300 $aIncludes index. 311 08$aPrint version: Bhunia, Gouri Sankar Anthropogeomorphology Cham : Springer International Publishing AG,c2022 9783030775711 330 8 $aThis book explores state-of-art techniques based on open-source software and statistical programming and modelling in modern geospatial applications, specifically focusing on recent trends in data mining techniques and robust modelling in Geomorphological, Hydrological, Bio-physical and Social activities. The book is organized into physical, mountainous, coastal, riverine, forest, urban and biological activities, with each chapter providing a review of the current knowledge in the focus area, and evaluating where future efforts should be directed. The text compiles a collection of recent developments and rigorous applications of Geospatial computational intelligence (e.g., artificial neural network, spatial interpolation, physical and environmental modelling and machine learning algorithms etc) in geomorphic processes from a team of expert contributors. The authors address the wide range of challenges and uncertainties in the study of earth system dynamics due to climate change, and complex anthropogenic interferences where spatial modelling may be applied in the risk assessment of vulnerable geomorphological landscapes. The book will act as a guide to find recent advancements in geospatial artificial intelligence techniques and its application to natural and social hazards. This information will be helpful for students, researchers, policy makers, environmentalists, planners involved in natural hazard and disaster management, NGOs, and government organizations. 410 0$aGeography of the Physical Environment 606 $aEnvironmental monitoring 606 $aEarth sciences 610 $aPhysical Geography 610 $aScience 615 0$aEnvironmental monitoring. 615 0$aEarth sciences. 676 $a551.41 702 $aBhunia$b Gouri Sankar$4edt 702 $aChatterjee$b Uday$4edt 702 $aLalmalsawmzauva$b K. C.$4edt 702 $aShit$b Pravat Kumar$4edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910548177803321 996 $aAnthropogeomorphology$92922279 997 $aUNINA