Urmia lake water depth modeling using extreme learning machine-improved grey wolf optimizer hybrid algorithm

Hybridization of artificial intelligence models with nature inspired optimization algorithms for lake water level prediction and uncertainty analysis

(2021) Mohammad Ehteram et al.   Alexandria Engineering Journal

Conceptualization of the indirect link between climate variability and lake water level using conditional heteroscedasticity

(2021) Farshad Fathian et al.   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

Employing artificial bee colony and particle swarm techniques for optimizing a neural network in prediction of heating and cooling loads of residential buildings

(2020) Guofeng Zhou et al.   JOURNAL OF CLEANER PRODUCTION

Groundwater contamination source identification based on a hybrid particle swarm optimization-extreme learning machine

(2020) Jiuhui Li et al.   JOURNAL OF HYDROLOGY

Temporal Scaling of Water Level Fluctuations in Shallow Lakes and Its Impacts on the Lake Eco-Environments

(2020) Balati Maihemuti et al.   Sustainability

Estimation of axial load-carrying capacity of concrete-filled steel tubes using surrogate models

(2020) Hai-Bang Ly et al.   NEURAL COMPUTING & APPLICATIONS

A generalized linear stochastic model for lake level prediction

(2020) Mohammad Zeynoddin et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Lake water level modeling using newly developed hybrid data intelligence model

(2020) Zaher Mundher Yaseen et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Monitoring and Assessment of Water Level Fluctuations of the Lake Urmia and Its Environmental Consequences Using Multitemporal Landsat 7 ETM+ Images

(2020) Viet-Ha Nhu et al.   International Journal of Environmental Research and Public Health

Mapping and holistic design of natural hydraulic lime mortars

(2020) Maria Apostolopoulou et al.   CEMENT AND CONCRETE RESEARCH

Modeling the volatility changes in Lake Urmia water level time series

(2020) Farshad Fathian et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Invasive weed optimization-based adaptive neuro-fuzzy inference system hybrid model for sediment transport with a bed deposit

(2020) Mir Jafar Sadegh Safari et al.   JOURNAL OF CLEANER PRODUCTION

Implementation of hybrid particle swarm optimization-differential evolution algorithms coupled with multi-layer perceptron for suspended sediment load estimation

(2020) Babak Mohammadi et al.   CATENA

An improved grey wolf optimizer for solving engineering problems

(2020) Mohammad H. Nadimi-Shahraki et al.   EXPERT SYSTEMS WITH APPLICATIONS

Stochastic Vulnerability Assessment of Masonry Structures: Concepts, Modeling and Restoration Aspects

(2019) Panagiotis G. Asteris et al.   Applied Sciences-Basel

Neuro-genetic, neuro-imperialism and genetic programing models in predicting ultimate bearing capacity of pile

(2019) Wusi Chen et al.   ENGINEERING WITH COMPUTERS

Estimating Real-Time Water Area of Dongting Lake Using Water Level Information

(2019) Yuannan Long et al.   Water

A new development of ANFIS–GMDH optimized by PSO to predict pile bearing capacity based on experimental datasets

(2019) Hooman Harandizadeh et al.   ENGINEERING WITH COMPUTERS

Reconstruction of Hydrometeorological Data in Lake Urmia Basin by Frequency Domain Analysis Using Additive Decomposition

(2019) Babak Vaheddoost et al.   WATER RESOURCES MANAGEMENT

Lake Water-Level fluctuations forecasting using Minimax Probability Machine Regression, Relevance Vector Machine, Gaussian Process Regression, and Extreme Learning Machine

(2019) Hossein Bonakdari et al.   WATER RESOURCES MANAGEMENT

Supervised Machine Learning Techniques to the Prediction of Tunnel Boring Machine Penetration Rate

(2019) Hai Xu et al.   Applied Sciences-Basel

Daily reference evapotranspiration prediction based on hybridized extreme learning machine model with bio-inspired optimization algorithms: Application in contrasting climates of China

(2019) Lifeng Wu et al.   JOURNAL OF HYDROLOGY

Possibility of cooperative management in groundwater resources using an evolutionary hydro-economic simulation-optimization model

(2019) Sahand Ghadimi et al.   JOURNAL OF HYDROLOGY

Reservoir water level forecasting using group method of data handling

(2018) Amir Hossein Zaji et al.   Acta Geophysica

Determining water storage depletion within Iran by assimilating GRACE data into the W3RA hydrological model

(2018) M. Khaki et al.   ADVANCES IN WATER RESOURCES

Climate-informed environmental inflows to revive a drying lake facing meteorological and anthropogenic droughts

(2018) Aneseh Alborzi et al.   Environmental Research Letters

Climate and anthropogenic contributions to the desiccation of the second largest saline lake in the twentieth century

(2018) Suyog Chaudhari et al.   JOURNAL OF HYDROLOGY

Responses of Water Level in China’s Largest Freshwater Lake to the Meteorological Drought Index (SPEI) in the Past Five Decades

(2018) Ruonan Wang et al.   Water

Reservoir water level forecasting using group method of data handling

(2018) Amir Hossein Zaji et al.   Acta Geophysica

Regional differences of lake evolution across China during 1960s–2015 and its natural and anthropogenic causes

(2018) Guoqing Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Climatic or regionally induced by humans? Tracing hydro-climatic and land-use changes to better understand the Lake Urmia tragedy

(2018) Bahram Khazaei et al.   JOURNAL OF HYDROLOGY

Quantitative assessment of Urmia Lake water using spaceborne multisensor data and 3D modeling

(2017) Mehrdad Jeihouni et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

A hybrid wavelet-support vector machine model for prediction of Lake water level fluctuations using hydro-meteorological data

(2017) Basant Yadav et al.   MEASUREMENT

Feed-Forward Neural Network Prediction of the Mechanical Properties of Sandcrete Materials

(2017) Panagiotis Asteris et al.   SENSORS

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

The Whale Optimization Algorithm

(2016) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

Comparative analysis of Lake Urmia and Lake Van water level time series

(2016) Sheida Jalili et al.   Arabian Journal of Geosciences

Impacts of climate change and water resources development on the declining inflow into Iran's Urmia Lake

(2016) Somayeh Shadkam et al.   JOURNAL OF GREAT LAKES RESEARCH

Estimating water volume variations in Lake Victoria over the past 22 years using multi-mission altimetry and remotely sensed images

(2016) Xiaohua Tong et al.   REMOTE SENSING OF ENVIRONMENT

Lake Volume Monitoring from Space

(2016) J.-F. Crétaux et al.   SURVEYS IN GEOPHYSICS

Structural characteristics of annual precipitation in Lake Urmia basin

(2016) Babak Vaheddoost et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Meteorological factors affecting the sudden decline in Lake Urmia’s water level

(2016) Foroozan Arkian et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Prediction of Water Level using Monthly Lagged Data in Lake Urmia, Iran

(2016) Babak Vaheddoost et al.   WATER RESOURCES MANAGEMENT

Prediction of Water-Level in the Urmia Lake Using the Extreme Learning Machine Approach

(2016) Jalal Shiri et al.   WATER RESOURCES MANAGEMENT

Aral Sea syndrome desiccates Lake Urmia: Call for action

(2015) Amir AghaKouchak et al.   JOURNAL OF GREAT LAKES RESEARCH

Comparison of Different Data-Driven Approaches for Modeling Lake Level Fluctuations: The Case of Manyas and Tuz Lakes (Turkey)

(2015) Hadi Sanikhani et al.   WATER RESOURCES MANAGEMENT

Lake Level Forecasting Using Wavelet-SVR, Wavelet-ANFIS and Wavelet-ARMA Conjunction Models

(2015) Maryam Shafaei et al.   WATER RESOURCES MANAGEMENT

State of the Art Review of Ant Colony Optimization Applications in Water Resource Management

(2015) Abbas Afshar et al.   WATER RESOURCES MANAGEMENT

Grey Wolf Optimizer

(2014) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

Estimation of the Change in Lake Water Level by Artificial Intelligence Methods

(2014) Meral Buyukyildiz et al.   WATER RESOURCES MANAGEMENT

Water balance estimates of ten greatest lakes in China using ICESat and Landsat data

(2013) GuoQing Zhang et al.   CHINESE SCIENCE BULLETIN

Using satellite data to extract volume–area–elevation relationships for Urmia Lake, Iran

(2013) S. Sima et al.   JOURNAL OF GREAT LAKES RESEARCH

Characterizing groundwater–lake interactions and its impact on lake water quality

(2013) Glenn D. Shaw et al.   JOURNAL OF HYDROLOGY

Investigation of lake drying attributed to climate change

(2012) M. Abbaspour et al.   International Journal of Environmental Science and Technology

Modeling discharge–sediment relationship using neural networks with artificial bee colony algorithm

(2012) Ozgur Kisi et al.   JOURNAL OF HYDROLOGY

An Integration of Statistics Temporal Methods to Track the Effect of Drought in a Shallow Mediterranean Lake

(2012) Dimitrios Myronidis et al.   WATER RESOURCES MANAGEMENT

Groundwater/surface-water interactions on deeply weathered surfaces of low relief: evidence from Lakes Victoria and Kyoga, Uganda

(2011) Michael Owor et al.   HYDROGEOLOGY JOURNAL

Lakes as sentinels of climate change

(2011) Rita Adrian et al.   LIMNOLOGY AND OCEANOGRAPHY

A half-century of changes in China's lakes: Global warming or human influence?

(2010) Ronghua Ma et al.   GEOPHYSICAL RESEARCH LETTERS

Global threats to human water security and river biodiversity

(2010) C. J. Vörösmarty et al.   NATURE

Comparison of two different data-driven techniques in modeling lake level fluctuations in Turkey

(2009) Mesut Çimen et al.   JOURNAL OF HYDROLOGY

Spatial and temporal aspects of the transition from connection to disconnection between rivers, lakes and groundwater

(2009) Philip Brunner et al.   JOURNAL OF HYDROLOGY

Modeling the water budget in a deep caldera lake and its hydrologic assessment: Lake Ikeda, Japan

(2008) Y. Ito et al.   AGRICULTURAL WATER MANAGEMENT

Ant colony optimization for continuous domains

(2006) Krzysztof Socha et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH