Alireza B. Dariane
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View article: Linking Land Use Change and Hydrological Responses: The Role of Agriculture in the Decline of Urmia Lake
Linking Land Use Change and Hydrological Responses: The Role of Agriculture in the Decline of Urmia Lake Open
The water level and surface area of Urmia Lake, located in the northwest of Iran, has decreased dramatically, presenting significant challenges for hydrological modeling due to complex interactions between surface and groundwater. In this …
View article: Maximum energy entropy: A novel signal preprocessing approach for data-driven monthly streamflow forecasting
Maximum energy entropy: A novel signal preprocessing approach for data-driven monthly streamflow forecasting Open
In recent years, the application of Data-Driven Models (DDMs) in ecological studies has garnered significant attention due to their capacity to accurately simulate complex hydrological processes. These models have proven invaluable in comp…
View article: Temporal Monitoring and Predicting of the Abundance of Malaria Vectors Using Time Series Analysis of Remote Sensing Data through Google Earth Engine
Temporal Monitoring and Predicting of the Abundance of Malaria Vectors Using Time Series Analysis of Remote Sensing Data through Google Earth Engine Open
In many studies regarding the field of malaria, environmental factors have been acquired in single-time, multi-time or a short-time series using remote sensing and meteorological data. Selecting the best periods of the year to monitor the …
View article: Integrated Operation of Multi-Reservoir and Many-Objective System Using Fuzzified Hedging Rule and Strength Pareto Evolutionary Optimization Algorithm (SPEA2)
Integrated Operation of Multi-Reservoir and Many-Objective System Using Fuzzified Hedging Rule and Strength Pareto Evolutionary Optimization Algorithm (SPEA2) Open
In this paper, a many-objective optimization algorithm was developed using SPEA2 for a system of four reservoirs in the Karun basin, including hydropower, municipal and industrial, agricultural, and environmental objectives. For this purpo…
View article: The Effect of Agricultural Development on Streamflow
The Effect of Agricultural Development on Streamflow Open
In recent decades, the amount of water in Urmia Lake has faced a considerable decrease. Several studies evaluated agricultural development as one of the main governing factors. The current study investigates the effect of agricultural deve…
View article: Finding the Causes and Evaluating Their Impacts on Urmia Lake Crisis Using a Comprehensive Water Resources Simulation Model
Finding the Causes and Evaluating Their Impacts on Urmia Lake Crisis Using a Comprehensive Water Resources Simulation Model Open
Urmia Lake in northwestern Iran has been facing critical water level shrinkage in recent years with serious environmental consequences. It is expected that with the current trend, the lake will be completely dried out in a few years from…
View article: Streamflow forecasting by combining neural networks and fuzzy models using advanced methods of input variable selection
Streamflow forecasting by combining neural networks and fuzzy models using advanced methods of input variable selection Open
In this paper the performance of extreme learning machine (ELM) training method of radial basis function artificial neural network (RBF-ANN) is evaluated using monthly hydrological data from Ajichai Basin. ELM is a newly introduced fast me…
View article: Developing a Cloud-Reduced MODIS Surface Reflectance Product for Snow Cover Mapping in Mountainous Regions
Developing a Cloud-Reduced MODIS Surface Reflectance Product for Snow Cover Mapping in Mountainous Regions Open
Cloud obscuration is a major problem for using Moderate Resolution Imaging Spectroradiometer (MODIS) images in different applications. This issue poses serious difficulties in monitoring the snow cover in mountainous regions due to high cl…
View article: Towards an Efficient Rainfall–Runoff Model through Partitioning Scheme
Towards an Efficient Rainfall–Runoff Model through Partitioning Scheme Open
Partitioning Scheme (PS) is one of the strategies that could play a constructive role in improving the performance of conceptual rainfall–runoff (CRR) models. The main objective of this paper is to develop a Rainfall Runoff-Partitioning Sc…