Holdings: Hydrological Data Driven Modelling

Hydrological Data Driven Modelling: A Case Study Approach

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Bibliographic Details
Main Author:	Remesan, Renji (Author)
Format:	Electronic eBook
Language:	English
Published:	Cham Springer International Publishing 2015
Series:	Earth Systems Data and Models 1
Subjects:	Geografie Geography Hydraulic engineering Hydrologie Modellierung
Online Access:	BHS01 BTU01 FFW01 TUM01 UBG01 UBT01 UPA01 Volltext Inhaltsverzeichnis Abstract
Physical Description:	1 Online-Ressource (XV, 250 p. 172 illus., 59 illus. in color)
ISBN:	9783319092355
DOI:	10.1007/978-3-319-09235-5

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MARC


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Record in the Search Index

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adam_text	HYDROLOGICAL DATA DRIVEN MODELLING / REMESAN, RENJI : 2015 TABLE OF CONTENTS / INHALTSVERZEICHNIS INTRODUCTION HYDROINFORMATICS AND DATA BASED MODELLING ISSUES IN HYDROLOGY HYDROINFORMATICS AND DATA BASED MODELLING ISSUES IN HYDROLOGY MODEL DATA SELECTION AND DATA PRE-PROCESSING APPROACHES MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE BASED APPROACHES DATA BASED SOLAR RADIATION MODELLING DATA BASED RAINFALL-RUNOFF MODELLING DATA BASED EVAPOTRANSPIRATION MODELLING APPLICATION OF STATISTICAL BLOCKADE IN HYDROLOGY DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. HYDROLOGICAL DATA DRIVEN MODELLING / REMESAN, RENJI : 2015 ABSTRACT / INHALTSTEXT THIS BOOK EXPLORES A NEW REALM IN DATA-BASED MODELING WITH APPLICATIONS TO HYDROLOGY. PURSUING A CASE STUDY APPROACH, IT PRESENTS A RIGOROUS EVALUATION OF STATE-OF-THE-ART INPUT SELECTION METHODS ON THE BASIS OF DETAILED AND COMPREHENSIVE EXPERIMENTATION AND COMPARATIVE STUDIES THAT EMPLOY EMERGING HYBRID TECHNIQUES FOR MODELING AND ANALYSIS. ADVANCED COMPUTING OFFERS A RANGE OF NEW OPTIONS FOR HYDROLOGIC MODELING WITH THE HELP OF MATHEMATICAL AND DATA-BASED APPROACHES LIKE WAVELETS, NEURAL NETWORKS, FUZZY LOGIC, AND SUPPORT VECTOR MACHINES. RECENTLY MACHINE LEARNING/ARTIFICIAL INTELLIGENCE TECHNIQUES HAVE COME TO BE USED FOR TIME SERIES MODELING. HOWEVER, THOUGH INITIAL STUDIES HAVE SHOWN THIS APPROACH TO BE EFFECTIVE, THERE ARE STILL CONCERNS ABOUT THEIR ACCURACY AND ABILITY TO MAKE PREDICTIONS ON A SELECTED INPUT SPACE DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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author	Remesan, Renji
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discipline	Geowissenschaften Geologie / Paläontologie Umwelt
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indexdate	2024-07-10T01:15:54Z
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isbn	9783319092355
language	English
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series	Earth Systems Data and Models
series2	Earth Systems Data and Models
spelling	Remesan, Renji Verfasser aut Hydrological Data Driven Modelling A Case Study Approach by Renji Remesan, Jimson Mathew Cham Springer International Publishing 2015 1 Online-Ressource (XV, 250 p. 172 illus., 59 illus. in color) txt rdacontent c rdamedia cr rdacarrier Earth Systems Data and Models 1 Geografie Geography Hydraulic engineering Hydrologie (DE-588)4026309-5 gnd rswk-swf Modellierung (DE-588)4170297-9 gnd rswk-swf Hydrologie (DE-588)4026309-5 s Modellierung (DE-588)4170297-9 s DE-604 Mathew, Jimson Sonstige (DE-588)1068883812 oth Earth Systems Data and Models 1 (DE-604)BV042231139 1 https://doi.org/10.1007/978-3-319-09235-5 Resolving-System Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027669451&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027669451&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract
spellingShingle	Remesan, Renji Hydrological Data Driven Modelling A Case Study Approach Earth Systems Data and Models Geografie Geography Hydraulic engineering Hydrologie (DE-588)4026309-5 gnd Modellierung (DE-588)4170297-9 gnd
subject_GND	(DE-588)4026309-5 (DE-588)4170297-9
title	Hydrological Data Driven Modelling A Case Study Approach
title_auth	Hydrological Data Driven Modelling A Case Study Approach
title_exact_search	Hydrological Data Driven Modelling A Case Study Approach
title_full	Hydrological Data Driven Modelling A Case Study Approach by Renji Remesan, Jimson Mathew
title_fullStr	Hydrological Data Driven Modelling A Case Study Approach by Renji Remesan, Jimson Mathew
title_full_unstemmed	Hydrological Data Driven Modelling A Case Study Approach by Renji Remesan, Jimson Mathew
title_short	Hydrological Data Driven Modelling
title_sort	hydrological data driven modelling a case study approach
title_sub	A Case Study Approach
topic	Geografie Geography Hydraulic engineering Hydrologie (DE-588)4026309-5 gnd Modellierung (DE-588)4170297-9 gnd
topic_facet	Geografie Geography Hydraulic engineering Hydrologie Modellierung
url	https://doi.org/10.1007/978-3-319-09235-5 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027669451&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027669451&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
volume_link	(DE-604)BV042231139
work_keys_str_mv	AT remesanrenji hydrologicaldatadrivenmodellingacasestudyapproach AT mathewjimson hydrologicaldatadrivenmodellingacasestudyapproach

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