Pregled bibliografske jedinice broj: 932017
Modelling of Basin Wide Daily Evapotranspiration with a Partial Integration of Remote Sensing Data
Modelling of Basin Wide Daily Evapotranspiration with a Partial Integration of Remote Sensing Data // Atmosphere, 9 (2018), 4; 120-138 doi:10.3390/atmos9040120 (međunarodna recenzija, članak, znanstveni)
CROSBI ID: 932017 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Modelling of Basin Wide Daily Evapotranspiration with a Partial Integration of Remote Sensing Data
Autori
Ivezić, Vedran ; Bekić, Damir ; Horvat , Bojana
Izvornik
Atmosphere (2073-4433) 9
(2018), 4;
120-138
Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni
Ključne riječi
evapotranspiration ; spatial variability ; remote sensing ; evaporative fraction
Sažetak
Evapotranspiration (ET) is the most significant water balance component and is also a very complex component to evaluate in spatio–temporal scales. Remotely-sensed data greatly increases the accuracy of basin wide ET estimation but only in periods with available satellite images. This paper describes an attempt to estimate daily ET regardless of the availability of the satellite images. The method is based on application of the interpolated evaporative fraction (Λ) from “historical” satellite images to periods with no satellite data available. Basin wide daily ET is obtained by combining interpolated Λ and standard PET methods on meteorological stations. The reliability of such approach was evaluated by comparing the obtained daily ET to the SEBAL ET estimates through the analysis of residuals (Δ), standard deviations of residuals (σ) and the Nash–Sutcliffe coefficient (NSE) over the basin. The SEBAL ET estimates were validated with the data from two lysimeters. The discrepancy of obtained ET versus the SEBAL ET estimates (Δ = 0.13 mm day−1, σ = 0.64 mm day−1, NSE = 0.07) indicated that the proposed concept has relatively high accuracy, which is notably higher than the Penman–Monteith interpolated ET estimates (Δ = 1.94 mm day−1, σ = 1.03 mm day−1, NSE = −4.71). It was shown that a total of five images can provide a reliable estimate of interpolated Λ and thus represent specific characteristics of a basin. As the presented concept requires minimum remote sensing data and ground based inputs, it could be applied to estimate basin wide daily ET in data scarce regions and in periods with no satellite images available.
Izvorni jezik
Engleski
POVEZANOST RADA
Ustanove:
Građevinski fakultet, Zagreb
Citiraj ovu publikaciju:
Časopis indeksira:
- Current Contents Connect (CCC)
- Web of Science Core Collection (WoSCC)
- Science Citation Index Expanded (SCI-EXP)
- SCI-EXP, SSCI i/ili A&HCI
- Scopus