Application of soft computing based hybrid models in hydrological variables modeling: a comprehensive review

F Fahimi, ZM Yaseen, A El-shafie - Theoretical and applied climatology, 2017 - Springer
Since the middle of the twentieth century, artificial intelligence (AI) models have been used
widely in engineering and science problems. Water resource variable modeling and …

A survey on intelligent agents and multi-agents for irrigation scheduling

AF Jimenez, PF Cardenas, A Canales… - … and Electronics in …, 2020 - Elsevier
Irrigation is very important for ensuring food security and reducing crop production
vulnerability caused by the lack of rain. Sustainable irrigation is the rational practice of all the …

General and regional cross-station assessment of machine learning models for estimating reference evapotranspiration

Y Zouzou, H Citakoglu - Acta Geophysica, 2023 - Springer
Significant research has been done on estimating reference evapotranspiration (ET 0) from
limited climatic measurements using machine learning (ML) to facilitate the acquirement of …

Subset modeling basis ANFIS for prediction of the reference evapotranspiration

B Keshtegar, O Kisi, H Ghohani Arab… - Water resources …, 2018 - Springer
The study investigates accuracy of a new modeling scheme, subset adaptive neuro fuzzy
inference system (subset ANFIS), in estimating the daily reference evapotranspiration (ET 0) …

Prediction of the reference evapotranspiration data from raipur weather station in chhattisgarh using decision tree-based machine learning techniques

A Patel, ST Ali - … Learning, Image Processing, Network Security and …, 2023 - Springer
Agricultural lands need a lot of water for yield production. Water scarcity is becoming a
significant problem on Earth. Reference evapotranspiration () estimation has a vital role in …

Application of global precipitation dataset for drought monitoring and forecasting over the Lake Urmia basin with the GA-SVR model

E AhmadEbrahimpour… - … Journal of Water, 2018 - inderscienceonline.com
In the present study, the accuracy of the climate research unit (CRU) precipitation data was
assessed as an alternative source instead of in situ data for monitoring the drought in the …

[PDF][PDF] INVESTIGATION ON THE VALIANTZAS'EVAPOTRANSPIRATION MODELS FOR PENINSULAR MALAYSIA.

NFA Binti Ahmad, S Harun, HNA Hamed… - Journal of Urban & …, 2019 - researchgate.net
The search for an accurate evapotranspiration (ET) continues when the world has
responsibility to cope with the water scarcity issue, population outgrown and uncertain …

Modelo basado en agentes inteligentes como soporte a la gestión del riego en cultivos agrícolas

AF Jiménez López - repositorio.unal.edu.co
El uso eficiente del agua es fundamental para la sostenibilidad de la agricultura y la
seguridad alimentaria, al reducir la vulnerabilidad en la producción de cultivos, causada por …

[PDF][PDF] Empirical Equations to Estimate Evapotranspiration in Mosul City

HI Yasin, LF Abdullah - Tikrit Journal of Engineering Sciences, 2020 - iasj.net
Average daily data of solar radiation, relative humidity, wind speed and air temperature from
1980 to 2008 are used to estimate the daily reference evapotranspiration in the Mosul City …

Análisis comparativo de modelos de evapotranspiración de referencia con aplicación al ecosistema de páramo andino húmedo en el sur de Ecuador

J Pinos, GJ Chacón Vintimilla, J Feyen - 2020 - dspace.uazuay.edu.ec
A pesar de su importancia, la evapotranspiración es poco estudiada en los ecosistemas de
páramo. Este estudio evalúa el rendimiento de 30 modelos, incluidos 21 modelos empíricos …