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What should we do before we develop a new statistical model in hydrology or any other research domains ?

You have to follow the steps as given below before developing a numerical model from a given set of data : Outlier Detection -Chauvenet -Dixon Thompson -Rosner's Method Trend Detection -Runs Test Correlation Determination -Auto and Cross-Correlation Risk and Uncertainty -What is Risk and Vulnerability? -Weibull’s Method Click here, You may also like : HydroGeek: The newsletter for researchers of water resources https://hydrogeek.substack.com/ Baipatra VSC: Enroll for online courses for Free http://baipatra.ws Energy in Style: Participate in Online Internships for Free http://energyinstyle.website Innovate S: Online Shop for Water Researchers https://baipatra.stores.instamojo.com/ Call for Paper: International Journal of HydroClimatic Engineering http://energyinstyle.website/journals/ Hydro Geek Newsletter Edition 2023.1 https://notionpress.com/read/hydro-geek-newsletter-edition-2023-1 Introduction to Model Development for Prediction, Simulation, and Optimization. https://imojo...

Seven Methods of Hydrological Risk Analysis

Coming Soon at HydroGeek Hydrological risk analysis with soft computation is a systematic evaluation of potential risks associated with water-related hazards, crucial for effective disaster management and resource allocation. Soft computation techniques on the other hand refer to a set of computational methods that are inspired by the human brain's ability to process information in a flexible and adaptive manner. Unlike traditional computation techniques that rely heavily on precise mathematical models and algorithms, soft computation techniques utilize approximate reasoning, uncertainty handling, and learning from examples to solve complex problems. These techniques are particularly useful in dealing with real-world problems that involve imprecision, ambiguity, and incomplete information.  This article depicts seven of the most used or preferred soft computation techniques for analyzing hydrologic risk or uncertainty analysis methods (UAM). You may also like : HydroGeek: The news...

Free Hydrology Course on Risk Analysis by Weibulls Method

 The Weibull method is a widely used technique in risk analysis that allows for the assessment of failure rates and probabilities. It is particularly useful in industries where reliability and safety are critical, such as aerospace and nuclear power. By analyzing data on failure times and applying statistical models, the Weibull method can provide valuable insights into the potential risks associated with a system or process. Additionally, it enables decision-makers to prioritize resources and develop effective risk mitigation strategies.   It is a widely used statistical tool in the risk analysis of hydraulic structures. It allows engineers to assess the probability of failure and estimate the remaining useful life of these structures. By analyzing failure data and fitting a Weibull distribution, engineers can make informed decisions regarding maintenance and design improvements to ensure the safety and reliability of hydraulic structures.  The above tutorial gives ...

Vulnerability Assessment Of Pineapple Industries Under Changed Climate Scenarios : A new research idea

Proposed Methodology Vulnerability in pineapple industries due to climate change Justification : The pineapple is a tropical plant with edible fruit, and it is the most economically important plant in the Bromeliaceae family. Pineapple cultivation is restricted to hilly regions in northeastern India and coastal regions of peninsular India with high rainfall and humidity. It is also commercially grown in the interior plains with medium rainfall and supplementary irrigation. Pineapple is primarily grown under rainfed conditions. Supplemental irrigation aids in the production of large fruits in areas with abundant rainfall. Irrigation also helps to establish an off-season planting to maintain its year-round production. In case of scanty rainfall and hot weather, irrigation may be provided once in 20-25 days. The success of Pineapple cultivation depends on various climatic parameters as well as soil characteristics and irrigation requirements. Now due to global warming, the regular pattern...