Five Books You Must Read to Understand the Fundamentals of Hydroinformatics.pdf

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Mrinmoy Majumder

Hydroinformatics is a relatively new concept, but it essentially involves the application of data science techniques to water-related problems. Along with data science techniques, it entails the implementation of data extraction and mining, which may aid in the identification of fundamental problems in hydrology, hydraulics, hydropower, and other water resource development and management topics. Although the concept, like data science courses, is new, the popularity of the application area is growing. For example, only ten to fifteen years ago, we had no idea what informatics was, but it is now one of the most popular topics for the year 2022 with respect to people looking for an international degree. Its popularity has grown in the last five years. However, there is a scarcity of courses on informatics-related topics. That is why we must rely on books on the subject. The problem is that no single book will teach you everything you need to know about informatics. You must consult several books. I searched and discovered that the following books are sufficient to learn the necessary techniques and applications of informatics in the field of water resource development and management. Read the complete article in https://hydrogeek.substack.com/p/five-books-you-must-read-to-understand.

FIVE BOOKS YOU
MUST READ TO
UNDERSTAND THE
FUNDAMENTALS OF
HYDROINFORMATICS
1)Multi-Criteria Decision Analysis: Methods and Software
2)Neural Networks & Learning Machines
3)Basic Statistics
4)Optimization Techniques
5)Biologically Inspired Optimization Methods: An
Introduction
Full Article Link : https://hydrogeek.substack.com/p/five-
books-you-must-read-to-understand?sd=pf

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An introductory explanation regarding the water cycle algorihtm.Complete tutorial can be found at www.baiatra.ws.The Water Cycle Algorithm is a nature-inspired optimization algorithm that mimics the movement and transformation of water in the Earth's hydrological cycle. It is based on the principles of evaporation, condensation, precipitation, and infiltration. This algorithm has gained popularity in solving complex optimization problems due to its ability to efficiently explore and exploit search spaces. This algorithm is another famous metaheuristics or nature-based optimization technique proposed by Ali Sadollah in the year of 2015. This video is a part of the BOT Membership available at : https://innovates.gumroad.com/l/optimization_techniques Also, you can subscribe to me at hydrogeek@substack, Participate in completing the course on Optimization at baipatra.ws or an internship on energyinstyle.website

An Introduction to Water Cycle Algorithm

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An Introduction to Water Cycle Algorithm

Mrinmoy Majumder

Free subscribers can only access Hydro Geek content for two weeks after it has been posted.Paid Subscribers do not have these limitations. Free subscribers are unable to leave comments on any of the posts, but paid subscribers can. The Restricted Post with premium content (posted just once per week) cannot be read by Free Subscribers. Paid Subscribers are permitted to notify our subscribers of their opportunities once per month.Free Subscribers lack this authorization, while Founding Members are permitted to post announcements twice a month. Paid subscribers also get a flat 25% discount on new publications like journals, books, and reports.

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Mrinmoy Majumder

Outlier detection is a method used to identify outliers in data, such as power consumption in non-residential buildings, online leakage detection in water distribution systems, and efficient water quality prediction systems. It is also used in healthcare fraud, coastal water temperature data, and monitoring water quality data. The method has been applied in various case studies, such as a survey, healthcare fraud, and fault detection for circulating water pumps. It is also used in acoustic feature-based leakage event detection for large-scale water distribution networks.

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Mrinmoy Majumder

Start-ups can offer services for identifying ideal locations for virtual and green water harvesting tanks. Real-time monitoring of water levels is provided, ensuring optimal water management. Water classifiers, developed using water quality sensors, separate green water from virtual water, ensuring automatic detection of water use. Leak detection in irrigation pipelines or water tanks can save thousands of dollars and prevent major disasters. Non-linear AI-based computer models can predict the availability of virtual and green water, ensuring the watershed is well-stocked. These services can help optimize water management and reduce costs associated with traditional water sources.

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Mrinmoy Majumder

The National Sea Grant College Program and the Water Power Technologies Office announced projects in Alaska, Guam, and Hawaiʻi that will examine how the adoption of ocean renewable energy could support sustainable energy systems." "For island and remote communities in the United States, developing resilient electricity infrastructure and energy systems can be fraught with challenges. These locations often rely on expensive, unreliable energy systems that are vulnerable to volatile energy supplies and costs, natural disasters, and impacts from climate change. That’s why the National Oceanic and Atmospheric Administration’s (NOAA) National Sea Grant College Program, in partnership with the U.S. Department of Energy’s (DOE) Water Power Technologies Office, is supporting three projects in Alaska, Guam, and Hawaiʻi that will examine how adoption of ocean renewable energy could support sustainable energy systems. " "Analysis by the Council on Energy, Environment and Water (CEEW) shows that over 45 percent of districts in India have undergone concerning changes to landscape." "Cities, in particular, have witnessed disrupting natural drainage patterns and encroachment on vital water bodies such as lakes and ponds that were originally intended to absorb stormwater. For instance, Hyderabad, home to 400 lakes and 48 flood-abso..." Groundwater is nature's insurance...World Bank Report "As “nature’s insurance,” groundwater protects food security, reduces poverty, and boosts resilient economic growth, but the resource is threatened by overexploitation and pollution. High-level political action is needed to prioritize groundwater and align the private and social costs of its use. A new World Bank report considers the economic value of groundwater, the costs of misusing it, and the opportunities to leverage it more effectively." "Revolutionary new Swiss 'water battery' will be one of Europe's main renewable sources of energy" A Swiss company has built what is being called a giant water battery deep under the Alps that provides an energy storage capacity equivalent to 400,000 electric car batteries. It could be a game-changer. Click to visit Energy in Style for more info about the News Latest Jobs and Scholarship Opportunities Professor in Food, Water, Energy Nexus Northeastern University’s College of Arts, Media and Design (CAMD) invites applications for open-rank, tenured or tenure-track positions in the thematic area of Food, Water, Energy Nexus. South Africa Evaluator (Water, Energy, and/or Agriculture Sectors) "Dexis is recruiting for an evaluator based in the South Central African region, with experience in the water, energy, and/or food sectors to be part of the WE4F Evaluation Team. This opportunity is a short-term technical assistance (STTA) consultant position and is contingent on USAID approval." PhD Opportunity // Energy-Water-Nexus - Development of a modelling framework for integrated energy and water planning in water-scarce countries The Inst

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Mrinmoy Majumder

In recent years like all the other fields of studies, the application of Artificial Intelligence and Machine Learning (AI&ML) on water resource development projects has increased manifold. For example : Sukanya, S., and Sabu Joseph. "Climate change impacts on water resources: An overview." Visualization Techniques for Climate Change with Machine Learning and Artificial Intelligence (2023): 55-76. Kommadi, Bhagvan. "AI and ML Applications: 5G and 6G." (2023). Joseph, Kiran, Ashok K. Sharma, Rudi van Staden, P. L. P. Wasantha, Jason Cotton, and Sharna Small. "Application of Software and Hardware-Based Technologies in Leaks and Burst Detection in Water Pipe Networks: A Literature Review." Water 15, no. 11 (2023): 2046. Yurtsever, Mustafa, and E. M. E. Ç. Murat. "Potable Water Quality Prediction Using Artificial Intelligence and Machine Learning Algorithms for Better Sustainability." Ege Academic Review 23, no. 2 (2023): 265-278. However, the uncertainty involved in Hydrologic/Hydraulic or Water Quality Parameters is very hard to simulate, and even with the advent of such cognitive algorithms accuracy and reliability of the models nevertheless lack substance. In this field of study, there is still much to be done. Some interesting objectives can be :

What is next in AI ML Modeling of Water Resource Development.pdf

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Mrinmoy Majumder

What is MAUT? “Multi-attribute utility theory (MAUT) combines a class of psychological measurement models and scaling procedures which can be applied to the evaluation of alternatives which have multiple value relevant attributes.”Von Winterfeldt and Fischer (1975). Some example applications of MAUT in Water Resource Management? Feeny, David, William Furlong, George W. Torrance, Charles H. Goldsmith, Zenglong Zhu, Sonja DePauw, Margaret Denton, and Michael Boyle. "Multiattribute and single-attribute utility functions for the health utilities index mark 3 system." Medical care 40, no. 2 (2002): 113-128. Zheng, Yong, and David Xuejun Wang. "Hybrid Multi-Criteria Preference Ranking by Subsorting." arXiv preprint arXiv:2306.11233 (2023). Lopes, Yuri Gama, and Adiel Teixeira de Almeida. "Assessment of synergies for selecting a project portfolio in the petroleum industry based on a multi-attribute utility function." Journal of Petroleum Science and Engineering 126 (2015): 131-140. Anand, Adarsh, Mohini Agarwal, Deepti Aggrawal, Laurie Hughes, Parisa Maroufkhani, and Yogesh K. Dwivedi. "Successive generation introduction time for high technological products: an analysis based on different multi-attribute utility functions." Environment, Development and Sustainability (2022): 1-18.

Very Short Term Course on MAUT in Water Resource Management.pdf

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Mrinmoy Majumder

Most Recommended news,products and publications from hydroinformatics

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Mrinmoy Majumder

Welcome to another edition of the Hydro Geek Newsletter. In this edition, I have collected some Jobs, Scholarship opportunities, and CFPs in the field of Hydroinformatics Engineering. The list is given next. Latest Job Opportunites Landscape Architect@ LOCUS Bengaluru, Karnataka, India “Looking for passionate landscape architects for multiple typologies across scale, for masterplans, with an eye for aesthetics, functionality, cost, sustainability. Good knowledge of planting, materials, and finishes is required. Should be able to understand and produce design development drawings and detailed working drawings for landscape design and execution. Willingness to commit for longer durations will be an added advantage. Good work ethic, creative and desirous of fitting in a learning environment dealing with multi-scale architectural and planning projects meeting international standards. Send resume and portfolio to future@studiolocus.com.” Click here to apply. M. Tech - Entry Level Graduate Engineer at ATKINS @Bengaluru, Karnataka, India ATKINS is hiring MTech Graduates passing out in 2023 for working in the field of water and environment at Atkins offices in Bangalore, Gurgaon & Mumbai, IN.The job role involves the Design of treatment plants, rivers, Dam and Maritime, Pipelines, and Water retaining structures; Modelling related to water and water infrastructure (storm, wastewater, water); Flood risk assessment, Flood alleviation, Water Quality modeling and related activities. Must have Civil Engg in B.Tech. Click here to apply GIS Expert for REWARD Program of Sambodhi Research and Communications@Bhubaneswar, Odisha, India “This role provides coordinates with partner organizations like the World Bank, the Watershed Development Department (DSCWD), and the Government of Odisha for analyzing and interpreting the pixel-level satellite imagery and GIS data. S/he has to develop and compute indices of vegetation density and photosynthetic activities like NDVI, LAI, FAPAR as well as moisture (LSWI). S/he also has to support the PMU and partners in devising a sampling strategy for baseline based on listing data. The candidate must have worked on innovative techniques for analyzing and interpreting the GIS data (change detection technique). We are looking for candidates with experience working with the government/s on similar assignments in the past.” Click here to apply

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Mrinmoy Majumder

Hydro informatics is a subject that deals with the application of Data Science and ICT to Water Resource Development. The Master’s course is a two years interdisciplinary degree where Civil, Electrical, Mechanical, etc. can apply. Admission is through CCMT 2023 and DASA 2023. You will learn the following techniques after completion of the course : Multi-Criteria Decision Making Techniques like AHP, ANP, ELECTRE, PROMETHEE, etc. Water Related Instruments like River Surveyor, Micro ADV, Multi-Parameter Water Quality Sensor Decision Tree Algorithms Geographical Information System and Image Processing Optimization Techniques including Bio-Inspired Optimization Techniques Artificial Neural Networks (ANN) including Polynomial Neural Networks Internet of Things and their applications in Water Resource Development. The course also includes one-year real-life project opportunities.

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Mrinmoy Majumder

Significant advancements in water research, as well as new observational and computational capabilities and infrastructures (e.g., MOSES, TERENO, VISLAB, JUWELS), present an opportunity to develop the next generation of smart, data- and model-driven water monitoring systems. Software tools are intended to aid scientists worldwide in the analysis of larger and more complex systems, as well as in the exploration of hydrological extreme scenarios and their consequences. Hydroinformatics is an interdisciplinary field that employs simulations, data science, and decision-making systems to create novel approaches to effectively, sustainably, and equitably manage water in a variety of scenarios. Groundwater resource management in water supply areas is now an essential task in order to minimize anthropogenic interference and ensure the long-term use of available water. Below five articles shows the way hydro informatics was used in the optimal management of groundwater : Click the link for the full article : https://open.substack.com/pub/hydrogeek/p/five-innovative-applications-of-hydroinformatics?r=c8bxy&utm_campaign=post&utm_medium=web

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What is Risk and Vulnerability.pdf

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Mrinmoy Majumder

In recent years, advanced soft computation techniques such as Multi-Criteria Decision Making and Geographical Information Systems have been widely used to solve water resource development problems. Hydroinformatics (Hydro means Hydrus or water, and informatics means information science) is a branch of science concerned with the application of advanced soft computation techniques and information and communication technologies (ICTs) to water-related problems. The following are five hydro informatics project topics that can be applied to groundwater problems. Idea 1: Development of a Groundwater Vulnerability Index with the help of MCDM and GIS Groundwater becomes vulnerable when the level of water falls beyond the supply water table or even it may raise above also. In both cases, the groundwater can cause harm. When the groundwater level(GWL) is below flood level then it indicates water scarcity and on the other hand, when the GWL is more than Flood Level it becomes Flood. Both floods and droughts can cause severe impacts. That is why it is important to know about groundwater vulnerability in addition to surface water vulnerability while analyzing the Vulnerability of a watershed. Interesting research can be conducted to develop a Groundwater Vulnerability Index(GVI) to represent the status of the watershed with respect to groundwater. GVI can be determined with the help of a weighted average of the product of the magnitude of the selected inputs and their corresponding weights. This weightage can be approximated with the help of MCDM techniques. Idea 2: Development of Groundwater Vulnerability Maps with the help of MCDM and GIS After creating the GVI, the same concept can be used to create vulnerability maps using GIS. In this case, the MapWindow software can be used. Whereas the GVI can be placed on the Z axis, latitude and longitude can be placed on the X and Y axes, respectively. The maps will assist readers in identifying vulnerable areas of the watershed that must be avoided during harvesting seasons. Idea 3: Identification of Groundwater Recharge Zone with the help of MCDM and GIS Multiple parameters can identify Groundwater Recharge Zone or GRZ. However, not all parameters are equally important. Some are highly significant some other parameters are not so much important. After collecting accurate and satisfactory data, MCDM techniques can be utilized to find the significance of each parameter with respect to its ability to identify GRZ. Instead of assigning equal weightage to all the parameters are given a weightage as per the objective methods of MCDM. After GRZ is identified, logistical maps can be developed with the help of GIS then it will be easy to identify the GRZ from the minimum amount of data and the maps. The complete article is available at https://hydrogeek.substack.com

5 ideas for doing project on hydroinformatics in Groundwater Problemspdf

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5 ideas for doing project on hydroinformatics in Groundwater Problemspdf

Mrinmoy Majumder

River Piyali is a tributary of the mighty River Matla, which also runs through the Sunderban National Park. Any alteration to the quantity and quality of the river Matla has an effect on the biodiversity of the world's largest delta and mangrove reserve, which is home to the Royal Bengal Tiger and numerous other endangered species. The closest metro city to the River Piyali is Kolkata, a 300-year-old city with the highest population density in India. The wastewater from Kolkata's households is discharged into the River Bidyadhari via the River Piyali. That is why it is also known as Kolkata's Kidney.

The Story of River Piyali

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Mrinmoy Majumder

Computational Fluid Dynamics (CFD) is the application of computational techniques to the solution of complex fluid dynamic problems. For example, if external energy, such as heat, is applied to the four sides of a rectangular or square metal plate, what is the temperature at each point of the plate's central region at the time the heat is applied and a few seconds later? The use of CFD techniques will solve this issue. Again, if you want to know the fluid velocity inside a rectangular flume that is half full of water and has pressure applied to it on all sides, you can solve the fluid dynamic equations by using a variety of computation techniques to come up with the answer.

Complete 12 Part Ecourse on Computational Fluid Dynamics(CFD) for Free

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Mrinmoy Majumder

Similar stories at: https://hydrogeek.substack.com/ This post tries to highlight the seven most used techniques of research that you can use to analyze your results. The techniques are as given below : 1)Nonlinear time series models(NLTM), 2)State-space models(SSM) 3)Bayesian methods(BM) 4)Extreme value distributions(EVD) 5)Hierarchical models(HM) 6)Nonlinear regression(NLR), and 7)MCMC or Markov Chain Monte Carlo Method. Click on the techniques to learn more about them and how they are used to identify and explain the most significant findings in any research study (I tried to collect a link that would give you a basic understanding of the technique). If you want to learn the techniques in greater depth, it is best to consult books/tutorials on the subject.) The graph above shows how many publications—measured in lakhs—used the techniques and had their work accepted by reputable journals published by Elsevier in 2022.

Seven Most Popular Techniques That is Used to Analyze Research Output

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Mrinmoy Majumder

"Jampui is in North Tripura, on the border between Tripura and Mizoram. This is a hill station with peaceful landscapes and breathtaking views. Nevertheless, the area depends on the water that rainwater collection structures store during the rainy season because of the region's severe water shortage during the non-monsoon season. Because of its geographical and geomorphological characteristics, most of the water flows out of Jampui."The Ministry of Jal Shakti must take immediate action to address the need for water conservation measures in this region or the area will completely run dry and have no access to water within the next five to seven years. The region's permeable terrain and steep embankments, which force water to flow out after showering, are its main problems. During the Monsoon season, Jampui receives nearly 400mm of rain per month, but the temperature in the region remains between 2 and 32 degrees Celsius. As a result, the majority of the rainfall evaporates back into the atmosphere. Because of the landscape and as there are no large wetland-like water bodies to store and conserve rainwater, all remaining water flows out of the region into Amarpur's lower plains. Residents of the hill are forced to rely on rainwater collected through their own efforts. However, Jampui is quickly becoming a popular tourist destination. The demand for water will increase as a result of the influx of tourists. That is why an urgent water conservation effort is required for this location. (All data of Jampui is collected from IMD and CGWB Reports.).

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Mrinmoy Majumder

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 of climate is changing and the occurrence of abnormal events is rising. As a result due to this aberration in the regular pattern of climate, pineapple productivity in many locations is getting vulnerable. That is why there is a need to analyze the impact of climatic abnormalities on the productivity of pineapples in different locations of the World. There are various factors on which growth and harvesting of the crop will vary.No parameter is equally important. The significance varies with parameters. As a result, the climate change impacts are vaguely mensurable. The present study aims to introduce a Vulnerability Indeisces which will cognitively measure the impact of climate change on pineapple productivity and consequently the EBITDA of pineapple industries will be compared to identify the vulnerability with time. In this aspect, the technologically advanced decision-making methods and their application in vulnerability analysis will also be tested.

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