Modeling of pan evaporation based on the development of machine learning methods
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Title
Modeling of pan evaporation based on the development of machine learning methods
Authors
Keywords
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Journal
THEORETICAL AND APPLIED CLIMATOLOGY
Volume -, Issue -, Pages -
Publisher
Springer Science and Business Media LLC
Online
2021-09-14
DOI
10.1007/s00704-021-03760-4
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Note: Only part of the references are listed.- Modeling monthly pan evaporation process over the Indian central Himalayas: application of multiple learning artificial intelligence model
- (2020) Anurag Malik et al. Engineering Applications of Computational Fluid Mechanics
- Development and surrogate-based calibration of a CO2 reservoir model
- (2020) Mingjie Chen et al. JOURNAL OF HYDROLOGY
- Modeling Pan Evaporation Using Gaussian Process Regression K-Nearest Neighbors Random Forest and Support Vector Machines; Comparative Analysis
- (2020) Sevda Shabani et al. Atmosphere
- On-Farm Evaluation of Prescription Map-Based Variable Rate Application of Pesticides in Vineyards
- (2020) Javier Campos et al. Agronomy-Basel
- Integrative stochastic model standardization with genetic algorithm for rainfall pattern forecasting in tropical and semi-arid environments
- (2020) Sinan Q. Salih et al. HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES
- Monthly runoff time series prediction by variational mode decomposition and support vector machine based on quantum-behaved particle swarm optimization
- (2020) Zhong-kai Feng et al. JOURNAL OF HYDROLOGY
- Drought index prediction using advanced fuzzy logic model: Regional case study over Kumaon in India
- (2020) Anurag Malik et al. PLoS One
- Daily reference evapotranspiration prediction based on climatic conditions applying different data mining techniques and empirical equations
- (2020) Fatih Üneş et al. THEORETICAL AND APPLIED CLIMATOLOGY
- Support vector machine enhanced empirical reference evapotranspiration estimation with limited meteorological parameters
- (2020) Min Yan Chia et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- A double decomposition-based modelling approach to forecast weekly solar radiation
- (2020) Ramendra Prasad et al. RENEWABLE ENERGY
- A novel approach for predicting daily pan evaporation in the coastal regions of Iran using support vector regression coupled with krill herd algorithm model
- (2020) Yiqing Guan et al. THEORETICAL AND APPLIED CLIMATOLOGY
- Physicochemical parameters data assimilation for efficient improvement of water quality index prediction: Comparative assessment of a noise suppression hybridization approach
- (2020) Mohammad Rezaie-Balf et al. JOURNAL OF CLEANER PRODUCTION
- Near real-time significant wave height forecasting with hybridized multiple linear regression algorithms
- (2020) Mumtaz Ali et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- Forecasting reference evapotranspiration using data mining and limited climatic data
- (2020) Kepeng Feng et al. European Journal of Remote Sensing
- Swarm-based optimization as stochastic training strategy for estimation of reference evapotranspiration using extreme learning machine
- (2020) Min Yan Chia et al. AGRICULTURAL WATER MANAGEMENT
- Modeling monthly pan evaporation using wavelet support vector regression and wavelet artificial neural networks in arid and humid climates
- (2019) Sultan Noman Qasem et al. Engineering Applications of Computational Fluid Mechanics
- Improved prediction of daily pan evaporation using Deep-LSTM model
- (2019) Babita Majhi et al. NEURAL COMPUTING & APPLICATIONS
- Evaporation modelling by heuristic regression approaches using only temperature data
- (2019) Ozgur Kisi et al. HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES
- Significant wave height forecasting via an extreme learning machine model integrated with improved complete ensemble empirical mode decomposition
- (2019) Mumtaz Ali et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- Prediction of heat waves in Pakistan using quantile regression forests
- (2019) Najeebullah Khan et al. ATMOSPHERIC RESEARCH
- Development of multivariate adaptive regression spline integrated with differential evolution model for streamflow simulation
- (2019) Zainab Abdulelah Al-Sudani et al. JOURNAL OF HYDROLOGY
- Dew Point Temperature Estimation: Application of Artificial Intelligence Model Integrated with Nature-Inspired Optimization Algorithms
- (2019) Sujay Naganna et al. Water
- A Brief Review of Random Forests for Water Scientists and Practitioners and Their Recent History in Water Resources
- (2019) Hristos Tyralis et al. Water
- Soil moisture simulation using hybrid artificial intelligent model: Hybridization of adaptive neuro fuzzy inference system with grey wolf optimizer algorithm
- (2019) Saman Maroufpoor et al. JOURNAL OF HYDROLOGY
- Water Resources Management Through Flood Spreading Project Suitability Mapping Using Frequency Ratio, k-nearest Neighbours, and Random Forest Algorithms
- (2019) Seyed Amir Naghibi et al. Natural Resources Research
- Hybrid extreme learning machine with meta-heuristic algorithms for monthly pan evaporation prediction
- (2019) Lifeng Wu et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Random forest, support vector machine, and neural networks to modelling suspended sediment in Tigris River-Baghdad
- (2019) Mustafa Al-Mukhtar ENVIRONMENTAL MONITORING AND ASSESSMENT
- Evaporation process modelling over northern Iran: application of an integrative data-intelligence model with the krill herd optimization algorithm
- (2019) Afshin Ashrafzadeh 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
- Reference evapotranspiration prediction using hybridized fuzzy model with firefly algorithm: Regional case study in Burkina Faso
- (2018) Hai Tao et al. AGRICULTURAL WATER MANAGEMENT
- Coupling a firefly algorithm with support vector regression to predict evaporation in northern Iran
- (2018) Roozbeh Moazenzadeh et al. Engineering Applications of Computational Fluid Mechanics
- Survey of computational intelligence as basis to big flood management: challenges, research directions and future work
- (2018) Farnaz Fotovatikhah et al. Engineering Applications of Computational Fluid Mechanics
- Non-tuned data intelligent model for soil temperature estimation: A new approach
- (2018) Hadi Sanikhani et al. GEODERMA
- Spatial distribution of unidirectional trends in temperature and temperature extremes in Pakistan
- (2018) Najeebullah Khan et al. THEORETICAL AND APPLIED CLIMATOLOGY
- Hybrid Adaptive Neuro-Fuzzy Models for Water Quality Index Estimation
- (2018) Zaher Mundher Yaseen et al. WATER RESOURCES MANAGEMENT
- Forecasting pan evaporation with an integrated artificial neural network quantum-behaved particle swarm optimization model: a case study in Talesh, Northern Iran
- (2018) Mohammad Ali Ghorbani et al. Engineering Applications of Computational Fluid Mechanics
- Genetic programming in water resources engineering: A state-of-the-art review
- (2018) Ali Danandeh Mehr et al. JOURNAL OF HYDROLOGY
- Daily pan evaporation modeling from local and cross-station data using three tree-based machine learning models
- (2018) Xianghui Lu et al. JOURNAL OF HYDROLOGY
- Modeling soil evaporation and the response of the crop coefficient to leaf area index in mature Populus tomentosa plantations growing under different soil water availabilities
- (2018) Nan Di et al. AGRICULTURAL AND FOREST METEOROLOGY
- Determination of biochemical oxygen demand and dissolved oxygen for semi-arid river environment: application of soft computing models
- (2018) Hai Tao et al. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH
- An enhanced extreme learning machine model for river flow forecasting: State-of-the-art, practical applications in water resource engineering area and future research direction
- (2018) Zaher Mundher Yaseen et al. JOURNAL OF HYDROLOGY
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- (2017) Maryam Mokhtarzad et al. Environmental Earth Sciences
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- (2017) Mingjie Chen et al. JOURNAL OF HYDROLOGY
- Implementation of a hybrid MLP-FFA model for water level prediction of Lake Egirdir, Turkey
- (2017) Mohammad Ali Ghorbani et al. STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT
- Rainfall Pattern Forecasting Using Novel Hybrid Intelligent Model Based ANFIS-FFA
- (2017) Zaher Mundher Yaseen et al. WATER RESOURCES MANAGEMENT
- A New Method for Evaporation Modeling: Dynamic Evolving Neural-Fuzzy Inference System
- (2017) Ozgur Kisi et al. Advances in Meteorology
- Evaluation of four supervised learning methods for groundwater spring potential mapping in Khalkhal region (Iran) using GIS-based features
- (2016) Seyed Amir Naghibi et al. HYDROGEOLOGY JOURNAL
- Application of soft computing based hybrid models in hydrological variables modeling: a comprehensive review
- (2016) Farzad Fahimi et al. THEORETICAL AND APPLIED CLIMATOLOGY
- Estimation the Physical Variables of Rainwater Harvesting System Using Integrated GIS-Based Remote Sensing Approach
- (2016) Khamis Naba Sayl et al. WATER RESOURCES MANAGEMENT
- Pan evaporation modeling using least square support vector machine, multivariate adaptive regression splines and M5 model tree
- (2015) Ozgur Kisi JOURNAL OF HYDROLOGY
- Estimating evapotranspiration from temperature and wind speed data using artificial and wavelet neural networks (WNNs)
- (2014) Yashar Falamarzi et al. AGRICULTURAL WATER MANAGEMENT
- Evapotranspiration estimation methods in hydrological models
- (2013) Lingling Zhao et al. Journal of Geographical Sciences
- SVR-based prediction of evaporation combined with chaotic approach
- (2013) Özlem Baydaroğlu et al. JOURNAL OF HYDROLOGY
- Prediction and simulation of monthly groundwater levels by genetic programming
- (2013) E. Fallah-Mehdipour et al. Journal of Hydro-environment Research
- Prediction of Daily Pan Evaporation using Wavelet Neural Networks
- (2012) Hirad Abghari et al. WATER RESOURCES MANAGEMENT
- Nonparametric Statistical Downscaling of Temperature, Precipitation, and Evaporation in a Semiarid Region in India
- (2011) Manish Kumar Goyal et al. JOURNAL OF HYDROLOGIC ENGINEERING
- Early Pennsylvanian, Bashkirian, echinoderms from eastern Iran, a potential transitional fauna between Laurentia/Avalonia and the Paleotethys, and a Permian cromyocrinid from central Iran
- (2011) Gary D. Webster et al. Palaeobiodiversity and Palaeoenvironments
- Estimation of daily pan evaporation using artificial neural network and multivariate non-linear regression
- (2009) Hossein Tabari et al. IRRIGATION SCIENCE
- Conditional Variable Importance for Random Forests
- (2008) Carolin Strobl et al. BMC BIOINFORMATICS
- Differences in Evaporation Between a Floating Pan and Class A Pan on Land
- (2008) Jason R. Masoner et al. JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION
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