Advanced Hybrid Metaheuristic Machine Learning Models Application for Reference Crop Evapotranspiration Prediction
Published 2022 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Advanced Hybrid Metaheuristic Machine Learning Models Application for Reference Crop Evapotranspiration Prediction
Authors
Keywords
-
Journal
Agronomy-Basel
Volume 13, Issue 1, Pages 98
Publisher
MDPI AG
Online
2022-12-29
DOI
10.3390/agronomy13010098
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Visual privacy attacks and defenses in deep learning: a survey
- (2022) Guangsheng Zhang et al. ARTIFICIAL INTELLIGENCE REVIEW
- A Calibration Free Radiation Driven Model for Estimating Actual Evapotranspiration of Mountain Grasslands (CLIME-MG)
- (2022) D. Gisolo et al. JOURNAL OF HYDROLOGY
- Modeling Reference Crop Evapotranspiration Using Support Vector Machine (SVM) and Extreme Learning Machine (ELM) in Region IV-A, Philippines
- (2022) Allan T. Tejada et al. Water
- Developing a high-resolution gridded rainfall product for Bangladesh during 1901–2018
- (2022) Ashraf Dewan et al. Scientific Data
- Estimating potential reference evapotranspiration using time series models (case study: synoptic station of Tabriz in northwestern Iran)
- (2022) Jahangir Abedi-Koupai et al. Applied Water Science
- Application of improved version of multi verse optimizer algorithm for modeling solar radiation
- (2022) Rana Muhammad Adnan Ikram et al. Energy Reports
- A Comparative Study of Potential Evapotranspiration Estimation by Three Methods with FAO Penman–Monteith Method across Sri Lanka
- (2022) Himasha Dilshani Abeysiriwardana et al. Hydrology
- Estimation of Actual Evapotranspiration Using Soil Moisture Balance and Remote Sensing
- (2021) Dewu Huang et al. Iranian Journal of Science and Technology-Transactions of Civil Engineering
- Ranking of gridded precipitation datasets by merging compromise programming and global performance index: a case study of the Amu Darya basin
- (2021) Obaidullah Salehie et al. THEORETICAL AND APPLIED CLIMATOLOGY
- A Hybrid VMD-SVM Model for Practical Streamflow Prediction Using an Innovative Input Selection Framework
- (2021) Erhao Meng et al. WATER RESOURCES MANAGEMENT
- Estimation of Reference Evapotranspiration during the Irrigation Season Using Nine Temperature-Based Methods in a Hot-Summer Mediterranean Climate
- (2021) Gonçalo C. Rodrigues et al. Agriculture-Basel
- Different climate sensitivity of particulate and mineral-associated soil organic matter
- (2021) Emanuele Lugato et al. Nature Geoscience
- Assessing evapotranspiration and crop coefficients of potato in a semi-arid climate using Eddy Covariance techniques
- (2021) A.T.B. Machakaire et al. AGRICULTURAL WATER MANAGEMENT
- Railway dangerous goods transportation system risk identification: Comparisons among SVM, PSO-SVM, GA-SVM and GS-SVM
- (2021) Wencheng Huang et al. APPLIED SOFT COMPUTING
- Improving reference evapotranspiration estimation using novel inter-model ensemble approaches
- (2021) Min Yan Chia et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Multivariate modeling of pan evaporation in monthly temporal resolution using a hybrid evolutionary data-driven method (case study: Urmia Lake and Gavkhouni basins)
- (2021) Alireza Emadi et al. ENVIRONMENTAL MONITORING AND ASSESSMENT
- Trajectories of cropping system intensification under changing environment in south-west coastal Bangladesh
- (2021) Md. Roushon Jamal et al. International Journal of Agricultural Sustainability
- A Review of Evapotranspiration Measurement Models, Techniques and Methods for Open and Closed Agricultural Field Applications
- (2021) Ikhlas Ghiat et al. Water
- Evaluating the climate change effects on temperature, precipitation and evapotranspiration in eastern Iran using CMPI5
- (2021) Guangli Fan et al. Water Science and Technology-Water Supply
- Estimating reference evapotranspiration using hybrid adaptive fuzzy inferencing coupled with heuristic algorithms
- (2021) Rana Muhammad Adnan et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- The potential of a novel support vector machine trained with modified mayfly optimization algorithm for streamflow prediction
- (2021) Rana Muhammad Adnan et al. HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES
- Evaluating the added value of multi-variable calibration of SWAT with remotely sensed evapotranspiration data for improving hydrological modeling
- (2021) Suraj Shah et al. JOURNAL OF HYDROLOGY
- Rainfall-induced recharge-dynamics of heavily exploited aquifers – A case study in the North-West region of Bangladesh
- (2021) Mohammad Abdul Mojid et al. Groundwater for Sustainable Development
- A statistical analysis on the contribution of El Niño–Southern Oscillation to the rainfall and temperature over Bangladesh
- (2020) Md Wahiduzzaman et al. METEOROLOGY AND ATMOSPHERIC PHYSICS
- Artificial intelligence models versus empirical equations for modeling monthly reference evapotranspiration
- (2020) Yazid Tikhamarine et al. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
- Evaluation of crop water stress index and leaf water potential for differentially irrigated quinoa with surface and subsurface drip systems
- (2020) Yeşim Bozkurt Çolak et al. IRRIGATION SCIENCE
- Hybrid PSO-GSA for energy efficient spectrum sensing in cognitive radio network
- (2020) Geoffrey Eappen et al. Physical Communication
- Application of combined drought index to assess meteorological drought in the south western region of Bangladesh
- (2020) Mohammad Alamgir Hossain et al. PHYSICS AND CHEMISTRY OF THE EARTH
- The optimal alternative for quantifying reference evapotranspiration in climatic sub-regions of Bangladesh
- (2020) Roquia Salam et al. Scientific Reports
- An improved PSO algorithm for smooth path planning of mobile robots using continuous high-degree Bezier curve
- (2020) Baoye Song et al. APPLIED SOFT COMPUTING
- Evapotranspiration evaluation models based on machine learning algorithms—A comparative study
- (2019) Francesco Granata AGRICULTURAL WATER MANAGEMENT
- Evaluation of CatBoost method for prediction of reference evapotranspiration in humid regions
- (2019) Guomin Huang et al. JOURNAL OF HYDROLOGY
- Estimation of monthly reference evapotranspiration using novel hybrid machine learning approaches
- (2019) Yazid Tikhamarine et al. HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES
- Assessment of Artificial Intelligence–Based Models and Metaheuristic Algorithms in Modeling Evaporation
- (2019) Mohammad Zounemat-Kermani et al. JOURNAL OF HYDROLOGIC ENGINEERING
- Multi-station artificial intelligence based ensemble modeling of reference evapotranspiration using pan evaporation measurements
- (2019) Vahid Nourani et al. JOURNAL OF HYDROLOGY
- Least square support vector machine and multivariate adaptive regression splines for streamflow prediction in mountainous basin using hydro-meteorological data as inputs
- (2019) Rana Muhammad Adnan et al. JOURNAL OF HYDROLOGY
- Meteorological data mining and hybrid data-intelligence models for reference evaporation simulation: A case study in Iraq
- (2019) Khabat Khosravi et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Model output statistics downscaling using support vector machine for the projection of spatial and temporal changes in rainfall of Bangladesh
- (2018) Sahar Hadi Pour et al. ATMOSPHERIC RESEARCH
- Environmental monitoring and risk assessment of organophosphate pesticides in aquatic ecosystems of north-west Bangladesh
- (2018) Kizar Ahmed Sumon et al. CHEMOSPHERE
- Evapotranspiration estimation using four different machine learning approaches in different terrestrial ecosystems
- (2018) Xianming Dou et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Estimation of daily reference evapotranspiration (ET o ) using artificial intelligence methods: Offering a new approach for lagged ET o data-based modeling
- (2018) Saeid Mehdizadeh JOURNAL OF HYDROLOGY
- Improving the performance of the mass transfer-based reference evapotranspiration estimation approaches through a coupled wavelet-random forest methodology
- (2018) Jalal Shiri JOURNAL OF HYDROLOGY
- Application of an evolutionary technique (PSO–SVM) and ANFIS in clear-water scour depth prediction around bridge piers
- (2018) B. M. Sreedhara et al. NEURAL COMPUTING & APPLICATIONS
- A novel hybrid PSO–GWO algorithm for optimization problems
- (2018) Fatih Ahmet Şenel et al. ENGINEERING WITH COMPUTERS
- Quantifying hourly suspended sediment load using data mining models: Case study of a glacierized Andean catchment in Chile
- (2018) Khabat Khosravi et al. JOURNAL OF HYDROLOGY
- Assessing the sensitivity of SWAT physical parameters to potential evapotranspiration estimation methods over a coastal plain watershed in the southeastern United States
- (2016) S. Zahra Samadi HYDROLOGY RESEARCH
- Assessing the sensitivity of SWAT physical parameters to potential evapotranspiration estimation methods over a coastal plain watershed in the southeastern United States
- (2016) S. Zahra Samadi Hydrology Research
- Grey Wolf Optimizer
- (2014) Seyedali Mirjalili et al. ADVANCES IN ENGINEERING SOFTWARE
- GSA: A Gravitational Search Algorithm
- (2009) Esmat Rashedi et al. INFORMATION SCIENCES
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExplorePublish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn More