About: Longer Period Runoff Forecasts by Mean of Multilayer Perceptron Neural Networks

Facets (new session)
Description
Metadata
Settings
- owl:sameAs
- Inference Rule:

About: Longer Period Runoff Forecasts by Mean of Multilayer Perceptron Neural Networks Goto Sponge NotDistinct Permalink

An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

Attributes	Values
rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	The article addresses the modelling of runoff based on precipitation data collected in the Sázava River and Ploučnice River basins. Knowledge acquired in previous research in the Ploučnice River basin was found to be useful in this study. Rainfall and runoff data (both with a 1 hour time step) were obtained from the Czech Hydrometeorological Institute (CHMI). The time period of Aug.1?Sept.11, 2002 was selected, mainly because of the flood event on the 14th of Aug., 2002 in the Sázava River basin. Calculations were performed with feed-forward neural networks, namely multi-layer perceptron networks trained by back propagation. Network architectures were tested on 1-hour predictions first and then compared with the 6-hour predictions. The role of the accumulated runoff input has been also studied. The article addresses the modelling of runoff based on precipitation data collected in the Sázava River and Ploučnice River basins. Knowledge acquired in previous research in the Ploučnice River basin was found to be useful in this study. Rainfall and runoff data (both with a 1 hour time step) were obtained from the Czech Hydrometeorological Institute (CHMI). The time period of Aug.1?Sept.11, 2002 was selected, mainly because of the flood event on the 14th of Aug., 2002 in the Sázava River basin. Calculations were performed with feed-forward neural networks, namely multi-layer perceptron networks trained by back propagation. Network architectures were tested on 1-hour predictions first and then compared with the 6-hour predictions. The role of the accumulated runoff input has been also studied. (en)
Title	Longer Period Runoff Forecasts by Mean of Multilayer Perceptron Neural Networks Longer Period Runoff Forecasts by Mean of Multilayer Perceptron Neural Networks (en)
skos:prefLabel	Longer Period Runoff Forecasts by Mean of Multilayer Perceptron Neural Networks Longer Period Runoff Forecasts by Mean of Multilayer Perceptron Neural Networks (en)
skos:notation	RIV/44555601:13520/09:00005107!RIV10-MMR-13520___
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(WD-44-07-1)
http://linked.open...vai/riv/dodaniDat	2010
http://linked.open...aciTvurceVysledku	Neruda, Martin
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Univerzita Jana Evangelisty Purkyně v Ústí nad Labem / Fakulta životního prostředí
http://linked.open...dnocenehoVysledku	324086
http://linked.open...ai/riv/idVysledku	RIV/44555601:13520/09:00005107
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	artificial neural networks; rainfall-runoff models; Ploučnice River basin; Sázava River basin (en)
http://linked.open.../riv/klicoveSlovo	artificial neural networks rainfall-runoff models Ploučnice River basin Sázava River basin
http://linked.open...ontrolniKodProRIV	[7249D127EA4B]
http://linked.open...v/mistoKonaniAkce	Praha
http://linked.open...i/riv/mistoVydani	Ústí nad Labem
http://linked.open...i/riv/nazevZdroje	Environmental Accounting - Sustainable Development Indicators
http://linked.open...in/vavai/riv/obor	DA
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...vavai/riv/projekt	Modelling solution of revitalisation of industrial regions and post-mining areas on the example of the Ore Mountains Foothills
http://linked.open...UplatneniVysledku	2009
http://linked.open...iv/tvurceVysledku	Neruda, Roman Neruda, Martin Šrejber, Jan
http://linked.open...vavai/riv/typAkce	EUR - Evropská
http://linked.open.../riv/zahajeniAkce	2009-04-23 (xsd:date)
number of pages	7 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Univerzita Jana Evangelisty Purkyně v Ústí nad Labem
https://schema.org/isbn	978-80-7414-124-9
http://localhost/t...ganizacniJednotka	13520

Faceted Search & Find service v1.16.118 as of Jun 21 2024

Alternative Linked Data Documents: ODE Content Formats:

RDF

ODATA

Microdata

About

OpenLink Virtuoso version 07.20.3240 as of Jun 21 2024, on Linux (x86_64-pc-linux-gnu), Single-Server Edition (126 GB total memory, 58 GB memory in use)
Data on this page belongs to its respective rights holders.
Virtuoso Faceted Browser Copyright © 2009-2024 OpenLink Software