| 1. Identity statement | ||||
| Reference Type | Journal Article | |||
| Site | mtc-m21b.sid.inpe.br | |||
| Holder Code | isadg {BR SPINPE} ibi 8JMKD3MGPCW/3DT298S | |||
| Identifier | 8JMKD3MGP3W34P/3NNBEEE | |||
| Repository | sid.inpe.br/mtc-m21b/2017/04.17.17.08 (restricted access) | |||
| Last Update | 2017:04.17.17.08.41 (UTC) administrator | |||
| Metadata Repository | sid.inpe.br/mtc-m21b/2017/04.17.17.08.41 | |||
| Metadata Last Update | 2021:01.02.22.17.16 (UTC) administrator | |||
| DOI | 10.1016/jjag.2016.12.015 | |||
| ISSN | 0303-2434 | |||
| Citation Key | HartantoKwAlAlSoAnSo:2017:DaAsSa | |||
| Title | Data assimilation of satellite-based actual evapotranspiration in a distributed hydrological model of a controlled water system  | |||
| Year | 2017 | |||
| Month | May | |||
| Access Date | 2024, May 15 | |||
| Type of Work | journal article | |||
| Secondary Type | PRE PI | |||
| Number of Files | 1 | |||
| Size | 4704 KiB | |||
| 2. Context | ||||
| Author | 1 Hartanto, I. M. 2 Kwast, J. van der 3 Alexandrilis, T. K. 4 Almeida, Waldenio Gambi de 5 Song, Y. 6 Andel, S. J. van 7 Solomatine, D. P. | |||
| Resume Identifier | 1 2 3 4 8JMKD3MGP5W/3C9JJBR | |||
| Group | 1 2 3 4 DIDOP-CGCPT-INPE-MCTIC-GOV-BR | |||
| Affiliation | 1 UNESCO-IHE Institute for Water Education 2 UNESCO-IHE Institute for Water Education 3 Aristotle University of Thessaloniki 4 Instituto Nacional de Pesquisas Espaciais (INPE) 5 UNESCO-IHE Institute for Water Education 6 UNESCO-IHE Institute for Water Education 7 UNESCO-IHE Institute for Water Education | |||
| Author e-Mail Address | 1 isnaeni@gmail.com 2 3 4 waldenio.almeida@inpe.br | |||
| Journal | International Journal of Applied Earth Observation and Geoinformation | |||
| Volume | 57 | |||
| Pages | 123-135 | |||
| Secondary Mark | B1_GEOCIÊNCIAS | |||
| History (UTC) | 2017-04-17 17:08:41 :: simone -> administrator :: 2017-04-17 17:08:42 :: administrator -> simone :: 2017 2017-06-02 13:53:03 :: simone -> administrator :: 2017 2021-01-02 22:17:16 :: administrator -> simone :: 2017 | |||
| 3. Content and structure | ||||
| Is the master or a copy? | is the master | |||
| Content Stage | completed | |||
| Transferable | 1 | |||
| Content Type | External Contribution | |||
| Version Type | publisher | |||
| Keywords | Hydrology Data assimilation Particle filter Evapotranspiration Controlled water system Earth observation | |||
| Abstract | Advances in earth observation (EC) and spatially distributed hydrological modelling provide an opportunity to improve modelling of controlled water systems. In a controlled water system human interference is high, which may lead to incorrect parameterisation in the model calibration phase. This paper analyses whether assimilation of EO actual evapotranspiration (ETa) data can improve discharge simulation with a spatially distributed hydrological model of a controlled water system. The EO ETa estimates are in the form of eight-day ETa composite maps derived from Terra/MODIS images using the ITA-MyWater algorithm. This algorithm is based on the surface energy balance method and is calibrated for this research for a low-lying reclamation area with a heavily controlled water system: the Rijnland area in the Netherlands. Data assimilation (DA) with the particle filter method is applied to assimilate the ETa maps into a spatially distributed hydrological model. The hydrological model and DA framework are applied using the open source software SIMGRO and PCRaster-Python respectively. The analysis is done for a period between July and October 2013 in which a high discharge peak followed a long dry-spell. The assimilation of EC ETa resulted in local differences in modelled ETa compared to simulation without data assimilation, while the area average ETa remained almost the same. The modelled cumulative discharge graphs, with and without DA, showed distinctive differences with the simulation, with DA better matching the measured cumulative discharge. The bias of simulated cumulative discharge to the observed data reduced from 14% to 4% when using DA of EO ETa. These results showed that assimilating EO ETa may not only be effective in the more common applications of soil moisture and crop-growth modelling, but also for improving discharge modelling of controlled water systems. | |||
| Area | MET | |||
| Arrangement | urlib.net > BDMCI > Fonds > Produção anterior à 2021 > DIDOP > Data assimilation of... | |||
| doc Directory Content | access | |||
| source Directory Content | there are no files | |||
| agreement Directory Content |
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| 4. Conditions of access and use | ||||
| Language | en | |||
| Target File | hartanto_data.pdf | |||
| User Group | simone | |||
| Reader Group | administrator simone | |||
| Visibility | shown | |||
| Archiving Policy | denypublisher denyfinaldraft24 | |||
| Read Permission | deny from all and allow from 150.163 | |||
| Update Permission | not transferred | |||
| 5. Allied materials | ||||
| Linking | 8JMKD3MGP5W34M/3GMA3NP | |||
| Mirror Repository | sid.inpe.br/mtc-m21b/2013/09.26.14.25.22 | |||
| Next Higher Units | 8JMKD3MGPCW/43SQKNE | |||
| Citing Item List | sid.inpe.br/mtc-m21/2012/07.13.15.01.44 1 sid.inpe.br/bibdigital/2021/01.02.22.14 1 | |||
| Dissemination | WEBSCI; PORTALCAPES; SCOPUS. | |||
| Host Collection | sid.inpe.br/mtc-m21b/2013/09.26.14.25.20 | |||
| 6. Notes | ||||
| Empty Fields | alternatejournal archivist callnumber copyholder copyright creatorhistory descriptionlevel e-mailaddress format isbn label lineage mark nextedition notes number orcid parameterlist parentrepositories previousedition previouslowerunit progress project rightsholder schedulinginformation secondarydate secondarykey session shorttitle sponsor subject tertiarytype url | |||
| 7. Description control | ||||
| e-Mail (login) | simone | |||
| update | ||||