标题
Cognitive computing models for estimation of reference evapotranspiration: A review
作者
关键词
Crop water requirements, Irrigation system, Artificial neural networks, Support vector machine, Genetic programming
出版物
Cognitive Systems Research
Volume 70, Issue -, Pages 109-116
出版商
Elsevier BV
发表日期
2021-07-27
DOI
10.1016/j.cogsys.2021.07.012
参考文献
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注意：仅列出部分参考文献，下载原文获取全部文献信息。- Modelling reference evapotranspiration by combining neuro-fuzzy and evolutionary strategies
- (2020) Meysam Alizamir et al. Acta Geophysica
- Support vector machine enhanced empirical reference evapotranspiration estimation with limited meteorological parameters
- (2020) Min Yan Chia et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Prediction of reference evapotransipration for irrigation scheduling using machine learning
- (2020) Manikumari Nagappan et al. HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES
- An improved model based on the support vector machine and cuckoo algorithm for simulating reference evapotranspiration
- (2019) Mohammad Ehteram et al. PLoS One
- Comparative Study: Common ANN and LS-SVM Exchange Rate Performance Prediction
- (2018) Ai Sun et al. CHINESE JOURNAL OF ELECTRONICS
- Deep learning in agriculture: A survey
- (2018) Andreas Kamilaris et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Machine learning approaches for crop yield prediction and nitrogen status estimation in precision agriculture: A review
- (2018) Anna Chlingaryan et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Optimum soil water content sensors placement for surface drip irrigation scheduling in layered soils
- (2018) Konstantinos X. Soulis et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Forecasting groundwater levels using nonlinear autoregressive networks with exogenous input (NARX)
- (2018) Andreas Wunsch et al. JOURNAL OF HYDROLOGY
- GEP and MLR approaches for the prediction of reference evapotranspiration
- (2018) Mohamed A. Mattar et al. NEURAL COMPUTING & APPLICATIONS
- A review on neural networks with random weights
- (2018) Weipeng Cao et al. NEUROCOMPUTING
- Forecasting Evaporative Loss by Least-Square Support-Vector Regression and Evaluation with Genetic Programming, Gaussian Process, and Minimax Probability Machine Regression: Case Study of Brisbane City
- (2017) Ravinesh C. Deo et al. JOURNAL OF HYDROLOGIC ENGINEERING
- A wavelet–linear genetic programming model for sodium (Na + ) concentration forecasting in rivers
- (2016) Masoud Ravansalar et al. JOURNAL OF HYDROLOGY
- Estimation of Reference Evapotranspiration Using Neural Networks and Cuckoo Search Algorithm
- (2016) Shahaboddin Shamshirband et al. JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING
- Estimating Evapotranspiration Using an Extreme Learning Machine Model: Case Study in North Bihar, India
- (2016) Deepak Kumar et al. JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING
- Neural networks: An overview of early research, current frameworks and new challenges
- (2016) Alberto Prieto et al. NEUROCOMPUTING
- Estimation of Reference Evapotranspiration Using Neural Networks and Cuckoo Search Algorithm
- (2016) Shahaboddin Shamshirband et al. JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING
- Estimating Evapotranspiration Using an Extreme Learning Machine Model: Case Study in North Bihar, India
- (2016) Deepak Kumar et al. JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING
- Soft computing approaches for forecasting reference evapotranspiration
- (2015) Milan Gocić et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Estimation of Water Depths and Turbidity From Hyperspectral Imagery Using Support Vector Regression
- (2015) Zhigang Pan et al. IEEE Geoscience and Remote Sensing Letters
- Pan evaporation modeling using least square support vector machine, multivariate adaptive regression splines and M5 model tree
- (2015) Ozgur Kisi JOURNAL OF HYDROLOGY
- Improving water-efficient irrigation: Prospects and difficulties of innovative practices
- (2014) Les Levidow et al. AGRICULTURAL WATER MANAGEMENT
- Special Issue on Trends and Challenges of Sustainable Irrigated Agriculture
- (2014) Giuseppe Provenzano et al. JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING
- A review of advanced machine learning methods for the detection of biotic stress in precision crop protection
- (2014) Jan Behmann et al. PRECISION AGRICULTURE
- Evapotranspiration Modeling Using Second-Order Neural Networks
- (2013) Sirisha Adamala et al. JOURNAL OF HYDROLOGIC ENGINEERING
- Monthly pan evaporation modeling using linear genetic programming
- (2013) Aytac Guven et al. JOURNAL OF HYDROLOGY
- Solid-Set Sprinkler Irrigation Controllers Driven by Simulation Models: Opportunities and Bottlenecks
- (2013) Enrique Playán et al. JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING
- Advances in artificial neural networks and machine learning
- (2013) Alberto Prieto et al. NEUROCOMPUTING
- Quantum-Inspired Linear Genetic Programming as a Knowledge Management System
- (2012) D. M. Dias et al. COMPUTER JOURNAL
- Machine Learning Approaches for Error Correction of Hydraulic Simulation Models for Canal Flow Schemes
- (2012) Alfonso F. Torres-Rua et al. JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING
- The implications of climate policy for the impacts of climate change on global water resources
- (2011) Nigel W. Arnell et al. GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS
- Neural network approach to reference evapotranspiration modeling from limited climatic data in arid regions
- (2011) Abdelkader Laaboudi et al. INTERNATIONAL JOURNAL OF BIOMETEOROLOGY
- Numerical investigation of irrigation scheduling based on soil water status
- (2011) Sharon Dabach et al. IRRIGATION SCIENCE
- Daily Evapotranspiration Modeling from Limited Weather Data by Using Neuro-Fuzzy Computing Technique
- (2011) Fatemeh Karimaldini et al. JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING
- Gene-Expression Programming for Sediment Transport in Sewer Pipe Systems
- (2011) Aminuddin Ab. Ghani et al. Journal of Pipeline Systems Engineering and Practice
- Support vector machines in remote sensing: A review
- (2010) Giorgos Mountrakis et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Evapotranspiration Modeling Using Linear Genetic Programming Technique
- (2010) Ozgur Kisi et al. JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING
- Modeling Reference Evapotranspiration Using Evolutionary Neural Networks
- (2010) Ozgur Kisi JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING
- Performance Evaluation of ANN and ANFIS Models for Estimating Garlic Crop Evapotranspiration
- (2010) Hamid Zare Abyaneh et al. JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING
- Evapotranspiration modelling using support vector machines / Modélisation de l'évapotranspiration à l'aide de ‘support vector machines’
- (2009) OZGUR KIŞI et al. HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES
- Daily Pan Evaporation Modeling in a Hot and Dry Climate
- (2009) J. Piri et al. JOURNAL OF HYDROLOGIC ENGINEERING
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