Babak Mohammadi
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- 2024
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Diagnosing the impacts of landscape characteristics on hydrologic signatures in the Krycklan catchment in Sweden using a flexible hydrological model
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- Contribution to journal › Article
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Improving glacio-hydrological model calibration and model performance in cold regions using satellite snow cover data
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- Contribution to journal › Article
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Application of multiple spatial interpolation approaches to annual rainfall data in the Wadi Cheliff basin (north Algeria)
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- Contribution to journal › Article
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A conceptual metaheuristic-based framework for improving runoff time series simulation in glacierized catchments
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- Contribution to journal › Article
- 2023
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Mark
Evaluation of the RF-MEP Method for Merging Multiple Gridded Precipitation Products in the Chongqing City, China
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- Contribution to journal › Article
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The superiority of the Adjusted Normalized Difference Snow Index (ANDSI) for mapping glaciers using Sentinel-2 multispectral satellite imagery
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- Contribution to journal › Article
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Discussion of "Prediction of Bed-Load Sediment Using Newly Developed Support-Vector Machine Techniques"
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- Contribution to journal › Debate/Note/Editorial
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Optimizing Extreme Learning Machine for Drought Forecasting : Water Cycle vs. Bacterial Foraging
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- Contribution to journal › Article
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Discussion of “Comparison of bias-corrected multisatellite precipitation products by deep learning framework”
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- Contribution to journal › Debate/Note/Editorial
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Simulating glacier mass balance and its contribution to runoff in Northern Sweden
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- Contribution to journal › Article
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Modeling Various Drought Time Scales via a Merged Artificial Neural Network with a Firefly Algorithm
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- Contribution to journal › Article
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An improved adaptive neuro-fuzzy inference system for hydrological drought prediction in Algeria
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- Contribution to journal › Article
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VMD-GP : A New Evolutionary Explicit Model for Meteorological Drought Prediction at Ungauged Catchments
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- Contribution to journal › Article
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Application of novel artificial bee colony optimized ANN and data preprocessing techniques for monthly streamflow estimation
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- Contribution to journal › Article
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Prediction of lake water-level fluctuations using adaptive neuro-fuzzy inference system hybridized with metaheuristic optimization algorithms
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- Contribution to journal › Article
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Prediction of soil cation exchange capacity using enhanced machine learning approaches in the southern region of the Caspian Sea
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- Contribution to journal › Article
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Mark
Daily global solar radiation time series prediction using variational mode decomposition combined with multi-functional recurrent fuzzy neural network and quantile regression forests algorithm
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- Contribution to journal › Article
- 2022
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Mark
Soil moisture estimation using novel bio-inspired soft computing approaches
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- Contribution to journal › Article
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Application of ERA-Interim, empirical models, and an artificial intelligence-based model for estimating daily solar radiation
(
- Contribution to journal › Article
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Mark
Reference evapotranspiration estimation in hyper-arid regions via D-vine copula based-quantile regression and comparison with empirical approaches and machine learning models
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- Contribution to journal › Article
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Mark
Enhancing Rainfall-Runoff Simulation via Meteorological Variables and a Deep-Conceptual Learning-Based Framework
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- Contribution to journal › Article
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Mark
Long-Short Term Memory Technique for Monthly Rainfall Prediction in Thale Sap Songkhla River Basin, Thailand
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- Contribution to journal › Article
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Estimation of actual evapotranspiration : A novel hybrid method based on remote sensing and artificial intelligence
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- Contribution to journal › Article
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Mark
Evaluating the impact of the environment on depleting groundwater resources: a case study from a semi-arid and arid climatic region
2022) In Hydrological Sciences Journal(
- Contribution to journal › Article
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Mark
Evaluating Three Supervised Machine Learning Algorithms (LM, BR, and SCG) for Daily Pan Evaporation Estimation in a Semi-Arid Region
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- Contribution to journal › Article
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Mark
IHACRES, GR4J and MISD-based multi conceptual-machine learning approach for rainfall-runoff modeling
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- Contribution to journal › Article
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Mark
Comparison of machine learning and process-based SWAT model in simulating streamflow in the Upper Indus Basin
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- Contribution to journal › Article
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Mark
Application of Machine Learning and Remote Sensing in Hydrology
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- Contribution to journal › Debate/Note/Editorial
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Mark
Improving generalisation capability of artificial intelligence-based solar radiation estimator models using a bio-inspired optimisation algorithm and multi-model approach
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- Contribution to journal › Article
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Mark
Establishing Coupled Models for Estimating Daily Dew Point Temperature Using Nature-Inspired Optimization Algorithms
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- Contribution to journal › Article
- 2021
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Mark
Machine learning algorithm-based risk assessment of riparian wetlands in Padma River Basin of Northwest Bangladesh
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- Contribution to journal › Article
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A new hybrid model based on relevance vector machine with flower pollination algorithm for phycocyanin pigment concentration estimation
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- Contribution to journal › Article
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Mark
Performance analysis of daily global solar radiation models in peru by regression analysis
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- Contribution to journal › Scientific review
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A review on the applications of machine learning for runoff modeling
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- Contribution to journal › Article
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Assessing the potential and hydrological usefulness of the CHIRPS precipitation dataset over a complex topography in Pakistan
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- Contribution to journal › Article
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Mark
Application of an artificial intelligence technique enhanced with intelligent water drops for monthly reference evapotranspiration estimation
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- Contribution to journal › Article
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A novel hybrid dragonfly optimization algorithm for agricultural drought prediction
(
- Contribution to journal › Article
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Mark
Credibility of design rainfall estimates for drainage infrastructures : extent of disregard in Nigeria and proposed framework for practice
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- Contribution to journal › Article
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Mark
Improving streamflow simulation by combining hydrological process-driven and artificial intelligence-based models
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- Contribution to journal › Article
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Mark
New hybrid nature-based algorithm to integration support vector machine for prediction of soil cation exchange capacity
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- Contribution to journal › Article
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Mark
Development of boosted machine learning models for estimating daily reference evapotranspiration and comparison with empirical approaches
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- Contribution to journal › Article
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Mark
Development of Bio-Inspired- and Wavelet-Based Hybrid Models for Reconnaissance Drought Index Modeling
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- Contribution to journal › Article
- 2020
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Mark
Letter to the editor "comparing artificial intelligence techniques for chlorophyll-a prediction in US lakes"
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- Contribution to journal › Letter
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Mark
Letter to the editor "Modeling daily suspended sediment load using improved support vector machine model and genetic algorithm"
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- Contribution to journal › Letter
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Mark
Simulation of titicaca lake water level fluctuations using hybrid machine learning technique integrated with grey wolf optimizer algorithm
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- Contribution to journal › Article
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Mark
Implementation of hybrid particle swarm optimization-differential evolution algorithms coupled with multi-layer perceptron for suspended sediment load estimation
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- Contribution to journal › Article
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Mark
Using the modis sensor for snow cover modeling and the assessment of drought effects on snow cover in a mountainous area
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- Contribution to journal › Article
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Mark
ENN-SA : A novel neuro-annealing model for multi-station drought prediction
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- Contribution to journal › Article
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Mark
Developing hybrid time series and artificial intelligence models for estimating air temperatures
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- Contribution to journal › Article
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Developing Novel Robust Models to Improve the Accuracy of Daily Streamflow Modeling
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- Contribution to journal › Article
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A novel approach for predicting daily pan evaporation in the coastal regions of Iran using support vector regression coupled with krill herd algorithm model
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- Contribution to journal › Article
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Implementing novel hybrid models to improve indirect measurement of the daily soil temperature : Elman neural network coupled with gravitational search algorithm and ant colony optimization
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- Contribution to journal › Article
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Mark
Adaptive neuro-fuzzy inference system coupled with shuffled frog leaping algorithm for predicting river streamflow time series
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- Contribution to journal › Article
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Estimation of solar radiation using neighboring stations through hybrid support vector regression boosted by Krill Herd algorithm
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- Contribution to journal › Article
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Incorporating rainwater harvesting systems in iran's potable water-saving scheme by using a GIS-simulation based decision support system
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- Contribution to journal › Article
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Hybrid model to improve the river streamflow forecasting utilizing multi-layer perceptron-based intelligent water drop optimization algorithm
(
- Contribution to journal › Article
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Modeling daily reference evapotranspiration via a novel approach based on support vector regression coupled with whale optimization algorithm
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- Contribution to journal › Article
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Application of hybrid ANN-whale optimization model in evaluation of the field capacity and the permanent wilting point of the soils
(
- Contribution to journal › Article
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Letter to the editor “Generating electrical demand time series applying SRA technique to complement NAR and sARIMA models”
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- Contribution to journal › Letter
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Mark
A theoretical approach for forecasting different types of drought simultaneously, using entropy theory and machine-learning methods
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- Contribution to journal › Article
- 2019
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Mark
A comparison between the application of empirical and ANN methods for estimation of daily global solar radiation in Iran
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- Contribution to journal › Article
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Mark
Long-term monthly average temperature forecasting in some climate types of Iran, using the models SARIMA, SVR, and SVR-FA
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- Contribution to journal › Article
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Mark
Assessment of bio-inspired metaheuristic optimisation algorithms for estimating soil temperature
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- Contribution to journal › Article
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Mark
Letter to the Editor “Design of an integrated climatic assessment indicator (ICAI) for wheat production: A case study in Jiangsu Province, China”
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- Contribution to journal › Letter
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Mark
Letter to the editor “Predicting total phosphorus levels as indicators for shallow lake management”
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- Contribution to journal › Letter
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Mark
Letter to the editor “Estimation of sodium adsorption ratio indicator using data mining methods: a case study in Urmia Lake basin, Iran”
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- Contribution to journal › Letter