Search Results - "Landeras, Gorka"

Data splitting strategies for improving data driven models for reference evapotranspiration estimation among similar stations by Shiri, Jalal, Marti, Pau, Karimi, Sepideh, Landeras, Gorka

“…•We modeled ETo using different data splitting configurations.•Temperature- and radiation-based configurations were developed using GEP.•Local and external…”
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Comparison of heuristic and empirical approaches for estimating reference evapotranspiration from limited inputs in Iran by Shiri, Jalal, Nazemi, Amir Hossein, Sadraddini, Ali Ashraf, Landeras, Gorka, Kisi, Ozgur, Fakheri Fard, Ahmad, Marti, Pau

“…•Artificial intelligence and empirical ET0 models are evaluated.•Local and regional scenarios were developed and tested.•GEP outperforms the other applied…”
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New alternatives for reference evapotranspiration estimation in West Africa using limited weather data and ancillary data supply strategies by Landeras, Gorka, Bekoe, Emmanuel, Ampofo, Joseph, Logah, Frederick, Diop, Mbaye, Cisse, Madiama, Shiri, Jalal

“…Accurate estimation of reference evapotranspiration ( ET 0 ) is essential for the computation of crop water requirements, irrigation scheduling, and water…”
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Comparison of Gene Expression Programming with neuro-fuzzy and neural network computing techniques in estimating daily incoming solar radiation in the Basque Country (Northern Spain) by Landeras, Gorka, López, José Javier, Kisi, Ozgur, Shiri, Jalal

“…► Solar radiation estimation based on Gene Expression Programming is unexplored. ► This approach is evaluated for the first time in this study. ► Other…”
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Evaluating the generalizability of GEP models for estimating reference evapotranspiration in distant humid and arid locations by Kiafar, Hamed, Babazadeh, Hosssien, Marti, Pau, Kisi, Ozgur, Landeras, Gorka, Karimi, Sepideh, Shiri, Jalal

“…Evapotranspiration estimation is of crucial importance in arid and hyper-arid regions, which suffer from water shortage, increasing dryness and heat. A…”
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Predicting daily pan evaporation by soft computing models with limited climatic data by Kim, Sungwon, Shiri, Jalal, Singh, Vijay P., Kisi, Ozgur, Landeras, Gorka

“…Accurate prediction of daily pan evaporation (PE) is important for monitoring, surveying, and management of water resources as well as reservoir management and…”
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Generalizability of Gene Expression Programming-based approaches for estimating daily reference evapotranspiration in coastal stations of Iran by Shiri, Jalal, Sadraddini, Ali Ashraf, Nazemi, Amir Hossein, Kisi, Ozgur, Landeras, Gorka, Fakheri Fard, Ahmad, Marti, Pau

“…•We used Genetic Programming (GP) to model daily reference evapotranspiration.•Generalizability assessment of GP model was performed.•Results confirmed the…”
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Independent testing for assessing the calibration of the Hargreaves–Samani equation: New heuristic alternatives for Iran by Shiri, Jalal, Sadraddini, Ali Ashraf, Nazemi, Amir Hossein, Marti, Pau, Fakheri Fard, Ahmad, Kisi, Ozgur, Landeras, Gorka

“…•We modeled evapotranspiration using temperature based approaches.•Hargreaves–Samani was compared with GEP models.•Locally trained models gave the superior…”
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Comparison of artificial neural network models and empirical and semi-empirical equations for daily reference evapotranspiration estimation in the Basque Country (Northern Spain) by Landeras, Gorka, Ortiz-Barredo, Amaia, López, Jose Javier

“…Reference evapotranspiration (ETo) determination is a key factor for water balance and irrigation scheduling. Evapotranspiration can be measured directly by…”
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Daily reference evapotranspiration modeling by using genetic programming approach in the Basque Country (Northern Spain) by Shiri, Jalal, Kişi, Özgur, Landeras, Gorka, López, José Javier, Nazemi, Amir Hossein, Stuyt, Louis C.P.M.

“…► We use Genetic Programming (GP) technique to model daily reference evapotranspiration. ► The GP results are compared with those of the ANFIS and empirical…”
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Global cross-station assessment of neuro-fuzzy models for estimating daily reference evapotranspiration by Shiri, Jalal, Nazemi, Amir Hossein, Sadraddini, Ali Ashraf, Landeras, Gorka, Kisi, Ozgur, Fard, Ahmad Fakheri, Marti, Pau

“…► We used neuro-fuzzy (NF) technique to model daily reference evapotranspiration. ► A global cross station assessment of NF model was performed. ► NF model was…”
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Alternative heuristics equations to the Priestley–Taylor approach: assessing reference evapotranspiration estimation by Shiri, Jalal, Nazemi, Amir Hossein, Sadraddini, Ali Ashraf, Marti, Pau, Fakheri Fard, Ahmad, Kisi, Ozgur, Landeras, Gorka

“…The radiation-based Priestley–Taylor (PT) model is a common way of modeling evapotranspiration (ET 0 ) when only air temperature and solar radiation records…”
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Local vs. external training of neuro-fuzzy and neural networks models for estimating reference evapotranspiration assessed through k-fold testing by Shiri, Jalal, Marti, Pau, Nazemi, Amir Hossein, Sadraddini, Ali Ashraf, Kisi, Ozgur, Landeras, Gorka, Fakheri Fard, Ahmad

“…The improvement of methods for estimating reference evapotranspiration (ET0) requiring few climatic inputs is crucial, due to the partial or total lack of…”
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Forecasting Weekly Evapotranspiration with ARIMA and Artificial Neural Network Models by Landeras, Gorka, Ortiz-Barredo, Amaia, López, José Javier

“…Information about the parameters defining water resources availability is a key factor in their management. Reference evapotranspiration ( ET0 ) prediction is…”
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Evaluation of different data management scenarios for estimating daily reference evapotranspiration by Shiri, Jalal, Sadraddini, Ali Ashraf, Nazemi, Amir Hossein, Kisi, Ozgur, Marti, Pau, Fard, Ahmad Fakheri, Landeras, Gorka

“…Temperature and solar radiation-based modeling procedures are reported in this study for estimating daily reference evapotranspiration (ET0) by using gene…”
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Daily reference evapotranspiration modeling by using genetic programming approach in the Basque Country (Northern Spain) by SHIRI, Jalal, KISI, Ozgur, LANDERAS, Gorka, JAVIER LOPEZ, Jose, HOSSEIN NAZEMI, Amir, STUYT, Louis C. P. M

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optimization scheme of irrigation advice: a case study, sugar beet in the basque country by Landeras, Gorka, Amaia Ortiz‐Barredo, José Javier López

“…Irrigation advice is usually based on the optimization of crop yield, which sometimes does not meet the objective of economic optimization. In some regions,…”
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Closure to “Forecasting Weekly Evapotranspiration with ARIMA and Artificial Neural Network Models” by G. Landeras, A. Ortiz-Barredo, and J. J. López by Landeras, Gorka, Ortiz-Barredo, Amaia, López, José Javier

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