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Validation of hydro-environmental data

Validacija podataka hidrotehničkih procesa

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2010
310.pdf (5.027Mb)
Authors
Branisavljević, Nemanja
Prodanović, Dušan
Kapelan, Zoran
Article (Published version)
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Abstract
The knowledge about hydraulic and hydrologic processes is based on the monitoring of environmental and technical systems where they take place. The result of monitoring are the data that can be transformed into some useful information and knowledge, but only if the level of data reliability and accuracy is known. A framework for data validation and check according some additional knowledge about observed processes is presented in this paper. The validation system is designed in a way that can be adjusted to different levels of data validation based on time when the validated data is needed (automatic, semi-automatic and manual) and on availability of additional data that can be used in validation process (technical characteristics of the monitoring system, experts knowledge about monitored process or existing relations between monitored variables). As a result of data validation, every data value is labeled with validation grade that shows how much the data value is representative for ...monitored hydraulic and hydrologic process.

Spoznaja o hidrotehničkim procesima potiče od osmatranja prirodnih i tehničkih sistema u kojima se odvijaju. Proizvod osmatranja su podaci koje je dalje moguće pretvoriti u korisne informacije i znanje, ali samo ako se zna koliko su ti podaci pouzdani i tačni. Cilj ovog rada je da predloži sistem po kome bi se mogla sprovesti validacija i provera prikupljenih podataka na osnovu prethodnog znanja o osmatranom hidrotehničkom procesu. Sistem je osmišljen tako da se može prilagoditi različitim nivoima validacije u pogledu vremena kada su potrebni validovani podaci (automatska, poluautomatska ili ručna validacija) kao i u pogledu raspoloživosti hidrotehničkih simulacionih modela i dodatnih informacija (tehničkih karakteristika sistema za osmatranje, ekspertskog znanja o osmatranom procesu ili relacije između merenih veličina). Rezultat validacije je ocena koliko je svaki podatak reprezentativan za osmatrani hidrotehnički proces.
Keywords:
hydraulic and hydrologic processes / data validation / hidrotehnički procesi / validacija podataka
Source:
Voda i sanitarna tehnika, 2010, 40, 4, 57-70
Publisher:
  • Udruženje za tehnologiju vode i sanitarno inžinjerstvo, Beograd

ISSN: 0350-5049

[ Google Scholar ]
Handle
https://hdl.handle.net/21.15107/rcub_grafar_312
URI
https://grafar.grf.bg.ac.rs/handle/123456789/312
Collections
  • Radovi istraživača / Researcher's publications
  • Катедра за хидротехнику и водно-еколошко инжењерство
Institution/Community
GraFar
TY  - JOUR
AU  - Branisavljević, Nemanja
AU  - Prodanović, Dušan
AU  - Kapelan, Zoran
PY  - 2010
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/312
AB  - The knowledge about hydraulic and hydrologic processes is based on the monitoring of environmental and technical systems where they take place. The result of monitoring are the data that can be transformed into some useful information and knowledge, but only if the level of data reliability and accuracy is known. A framework for data validation and check according some additional knowledge about observed processes is presented in this paper. The validation system is designed in a way that can be adjusted to different levels of data validation based on time when the validated data is needed (automatic, semi-automatic and manual) and on availability of additional data that can be used in validation process (technical characteristics of the monitoring system, experts knowledge about monitored process or existing relations between monitored variables). As a result of data validation, every data value is labeled with validation grade that shows how much the data value is representative for monitored hydraulic and hydrologic process.
AB  - Spoznaja o hidrotehničkim procesima potiče od osmatranja prirodnih i tehničkih sistema u kojima se odvijaju. Proizvod osmatranja su podaci koje je dalje moguće pretvoriti u korisne informacije i znanje, ali samo ako se zna koliko su ti podaci pouzdani i tačni. Cilj ovog rada je da predloži sistem po kome bi se mogla sprovesti validacija i provera prikupljenih podataka na osnovu prethodnog znanja o osmatranom hidrotehničkom procesu. Sistem je osmišljen tako da se može prilagoditi različitim nivoima validacije u pogledu vremena kada su potrebni validovani podaci (automatska, poluautomatska ili ručna validacija) kao i u pogledu raspoloživosti hidrotehničkih simulacionih modela i dodatnih informacija (tehničkih karakteristika sistema za osmatranje, ekspertskog znanja o osmatranom procesu ili relacije između merenih veličina). Rezultat validacije je ocena koliko je svaki podatak reprezentativan za osmatrani hidrotehnički proces.
PB  - Udruženje za tehnologiju vode i sanitarno inžinjerstvo, Beograd
T2  - Voda i sanitarna tehnika
T1  - Validation of hydro-environmental data
T1  - Validacija podataka hidrotehničkih procesa
EP  - 70
IS  - 4
SP  - 57
VL  - 40
UR  - https://hdl.handle.net/21.15107/rcub_grafar_312
ER  - 
@article{
author = "Branisavljević, Nemanja and Prodanović, Dušan and Kapelan, Zoran",
year = "2010",
abstract = "The knowledge about hydraulic and hydrologic processes is based on the monitoring of environmental and technical systems where they take place. The result of monitoring are the data that can be transformed into some useful information and knowledge, but only if the level of data reliability and accuracy is known. A framework for data validation and check according some additional knowledge about observed processes is presented in this paper. The validation system is designed in a way that can be adjusted to different levels of data validation based on time when the validated data is needed (automatic, semi-automatic and manual) and on availability of additional data that can be used in validation process (technical characteristics of the monitoring system, experts knowledge about monitored process or existing relations between monitored variables). As a result of data validation, every data value is labeled with validation grade that shows how much the data value is representative for monitored hydraulic and hydrologic process., Spoznaja o hidrotehničkim procesima potiče od osmatranja prirodnih i tehničkih sistema u kojima se odvijaju. Proizvod osmatranja su podaci koje je dalje moguće pretvoriti u korisne informacije i znanje, ali samo ako se zna koliko su ti podaci pouzdani i tačni. Cilj ovog rada je da predloži sistem po kome bi se mogla sprovesti validacija i provera prikupljenih podataka na osnovu prethodnog znanja o osmatranom hidrotehničkom procesu. Sistem je osmišljen tako da se može prilagoditi različitim nivoima validacije u pogledu vremena kada su potrebni validovani podaci (automatska, poluautomatska ili ručna validacija) kao i u pogledu raspoloživosti hidrotehničkih simulacionih modela i dodatnih informacija (tehničkih karakteristika sistema za osmatranje, ekspertskog znanja o osmatranom procesu ili relacije između merenih veličina). Rezultat validacije je ocena koliko je svaki podatak reprezentativan za osmatrani hidrotehnički proces.",
publisher = "Udruženje za tehnologiju vode i sanitarno inžinjerstvo, Beograd",
journal = "Voda i sanitarna tehnika",
title = "Validation of hydro-environmental data, Validacija podataka hidrotehničkih procesa",
pages = "70-57",
number = "4",
volume = "40",
url = "https://hdl.handle.net/21.15107/rcub_grafar_312"
}
Branisavljević, N., Prodanović, D.,& Kapelan, Z.. (2010). Validation of hydro-environmental data. in Voda i sanitarna tehnika
Udruženje za tehnologiju vode i sanitarno inžinjerstvo, Beograd., 40(4), 57-70.
https://hdl.handle.net/21.15107/rcub_grafar_312
Branisavljević N, Prodanović D, Kapelan Z. Validation of hydro-environmental data. in Voda i sanitarna tehnika. 2010;40(4):57-70.
https://hdl.handle.net/21.15107/rcub_grafar_312 .
Branisavljević, Nemanja, Prodanović, Dušan, Kapelan, Zoran, "Validation of hydro-environmental data" in Voda i sanitarna tehnika, 40, no. 4 (2010):57-70,
https://hdl.handle.net/21.15107/rcub_grafar_312 .

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