2017
DOI: 10.15406/ijh.2017.01.00005
|View full text |Cite
|
Sign up to set email alerts
|

Estimation of Reference Evapotranspiration from Climatic Data

Abstract: This study investigated the capability of M5 Model Tree (M5MT) to predict reference evapotranspiration (ET 0 ). M5MT was trained and tested with climatic data from eight weather stations located in coastal areas of Iran for the years 2000-2008. It was validated with climatic data from seven California Irrigation Management Information System (CIMIS) weather stations for the year 2015. Four different data combinations were utilized to train, test, and validate the M5MT model. These were: daily mean air temperat… Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...
2
1

Citation Types

0
3
0

Year Published

2020
2020
2024
2024

Publication Types

Select...
4

Relationship

0
4

Authors

Journals

citations
Cited by 4 publications
(3 citation statements)
references
References 16 publications
0
3
0
Order By: Relevance
“…In general, the obtained hedgerows could represent an integrative crop for a secondary income for the farmer, such as food, feed, or industrial products, increasing the resilience of the system to pest incidence and market volatility [60].…”
Section: Discussionmentioning
confidence: 99%
“…In general, the obtained hedgerows could represent an integrative crop for a secondary income for the farmer, such as food, feed, or industrial products, increasing the resilience of the system to pest incidence and market volatility [60].…”
Section: Discussionmentioning
confidence: 99%
“…In a departure with assimilating LST measurements, a number of studies showed that the screen-level air temperature and humidity measurements in addition to surface parameterization in itself contain useful information about soil moisture (Mahfouf 1991;Bouttier et al 1993a,b;Mahfouf et al 2000Mahfouf et al , 2009Douville et al 2000;Hess 2001;Drusch and Viterbo 2007;de Rosnay et al 2013;Ren and Xue 2016;de Lannoy et al 2016) and turbulent heat fluxes (Holtslag and Van Ulden 1983;Entekhabi 2001, 2003;Alapaty et al 2001;Balsamo et al 2007;Shang et al 2007;Salvucci and Gentine 2013;Rigden and Salvucci 2015;Gentine et al 2016;Lum et al 2017). These studies typically require specification of surface roughness for heat and momentum (that are directly related to the neutral bulk heat transfer coefficient C HN ) as well as ground heat flux to estimate the sensible and latent heat fluxes, which are mostly unavailable.…”
Section: Introductionmentioning
confidence: 99%
“…In a departure from the use of sequences of LST measurements, several studies showed that the reference-level air temperature and humidity measurements contain useful information about soil moisture [61][62][63][64][65][66][67][68][69][70][71] and turbulent heat fluxes [72][73][74][75][76][77][78][79][80]. However, these studies mostly require the specification of surface roughness lengths for heat and momentum as well as ground heat flux, which are often unavailable.…”
Section: Introductionmentioning
confidence: 99%