Rainfall-Runoff Modelling Using Artificial Neural Network: A Case Study of Purna Sub-catchment, India
Rainfall-runoff modeling is crucial in understanding the relationship between rainfall and runoff. This study focuses on developing a rainfall-runoff model for the Upper Tapi basin in India using Artificial Neural Networks (ANNs). ANNs mimic the human brain's capabilities and have been widely used i
0 views • 26 slides
Runoff
Runoff is the surface flow of precipitation in drainage channels that can be utilized for engineering purposes. Catchment characteristics, including stream order, drainage density, length of stream, form factor, and circularity ratio, play a crucial role in determining how well a watershed is draine
3 views • 30 slides
Understanding Indifference Curve Analysis in Economics
Indifference curve analysis in economics involves examining consumer preferences through the representation of various utility levels achieved from different combinations of goods. By combining indifference curves with budget constraints, optimal consumption bundles can be determined. The analysis i
0 views • 25 slides
Understanding Shifts in Demand Curve
This lesson explores factors that can cause a demand curve to shift, defining terms like Ceteris Paribus and identifying factors influencing demand. Shifts in the demand curve and examples of price influences are discussed, emphasizing the impact of factors beyond price on consumer behavior.
0 views • 16 slides
Understanding Runoff in Hydrology
Runoff in hydrology refers to surface water flow from precipitation and other sources in drainage basins. It plays a crucial role in stream flow and peak flood formation, influenced by factors like overland flow, interflow, and groundwater flow. This article explores the sources of runoff, including
1 views • 27 slides
Understanding Strength-Duration (SD) Curve: A Neuromuscular Diagnostic Test
Strength-Duration (SD) curve is a diagnostic test assessing neuromuscular integrity by measuring the relationship between stimulus strength and duration. It helps in electro-diagnosis of peripheral nervous system disorders and evaluates nerve degeneration and regeneration. The curve is obtained by p
2 views • 17 slides
Understanding Traffic Lane Width Variation in Curve Bridge Design
In curve bridge design, traffic lane width may vary, requiring proper consideration of surface lanes for defining traffic lanes. Non-square elements, like triangular plates, may be used at deck ends due to geometric limitations. Different mesh local axes may be needed for square and non-square eleme
0 views • 15 slides
Understanding Human Impact on Water Systems in Agriculture
Human activities, such as animal farming, can significantly impact the Earth's surface and water systems by introducing excess nutrients and waste runoff. This leads to eutrophication, soil erosion, and water contamination. Farmers are working on conservation practices to mitigate these issues, such
2 views • 10 slides
Learning Reminder: Murdock's Serial Position Curve Study and Experimental Practice
Explore the insights of Murdock's serial position curve study and its applications in experimental psychology. Dive into the concepts of alternate and null hypothesis, Sensory Register, and memory experiments. Engage in practical learning through experiment time activities and visual aids like patch
0 views • 76 slides
Understanding Production Possibilities Curve and Economic Growth
The Production Possibilities Curve illustrates trade-offs in an economy producing two goods, showing possible combinations using available resources. Efficiency on the curve means no way to make some better off without others worse off. Opportunity cost is the given-up production when increasing one
0 views • 5 slides
Understanding Runoff in Surface Water Systems
Runoff, the flow of precipitation and other contributions in surface streams, plays a crucial role in watershed systems. It encompasses various sources such as surface runoff, interflow, and base flow. Surface runoff, which travels over the ground surface to channels, is influenced by factors like s
1 views • 27 slides
Item Characteristic Curve Presentation by Chong Ho Alex Yu
Presentation slides showcasing the item characteristic curve by Chong Ho and Alex Yu. The slides contain detailed information and visuals related to the curve, providing a comprehensive overview of its characteristics and analysis. Each slide presents key insights and data points in a visually engag
0 views • 37 slides
Understanding Curve Fitting Techniques
Curve fitting involves approximating function values using regression and interpolation. Regression aims to find a curve that closely matches target function values, while interpolation approximates points on a function using nearby data. This chapter covers least squares regression for fitting a st
0 views • 48 slides
Understanding Monetary Policy Effectiveness in the IS-LM Framework
The relative effectiveness of monetary policy in influencing investment, employment, output, and income depends on the shape of the LM curve and the IS curve. A steeper LM curve signifies higher effectiveness as it indicates less interest elastic demand for money, resulting in significant changes in
0 views • 24 slides
Understanding the Normal Probability Curve
The Normal Probability Curve, also known as the normal distribution, is a fundamental concept in statistics. It is symmetric around the mean, with key characteristics such as equal numbers of cases above and below the mean, and the mean, median, and mode coinciding. The curve's height decreases grad
0 views • 10 slides
Understanding Strength-Duration Curve in Neuromuscular Stimulation
The strength-duration curve depicts the relationship between electrical stimulus intensity and time required for minimal muscle contraction. It helps assess nerve damage in lower motor neuron lesions. Various types of curves exist based on innervation status, such as normal innervation, complete den
0 views • 15 slides
Understanding Hyetograph, Runoff, and Hydrograph in Hydrology
A hyetograph represents rainfall intensity over time, crucial for predicting extreme floods. Runoff is the unevaporated portion of rainfall that flows into rivers or oceans, while hydrograph displays discharge variations over time in streams. Surface runoff, interflow, and base flow are key classifi
0 views • 15 slides
Managing Urban Stormwater Runoff: North Hennepin Community College MS4 Plan
North Hennepin Community College is designated as an MS4 due to its location in an urban area, aiming to treat urban stormwater runoff and improve water quality. The MS4 Plan includes implementing six minimum control measures, such as public education, illicit discharge detection, and construction s
0 views • 10 slides
Understanding the Phillips Curve and Its Implications
The Phillips Curve, introduced by economist A.W. Phillips in 1958, initially showed an inverse relationship between unemployment rate (u%) and inflation rate (tt%). This led policymakers to consider a trade-off between reducing unemployment and increasing inflation. However, the concept faced challe
0 views • 22 slides
Understanding Global Wind Patterns and the Coriolis Effect
Air pressure differences cause winds, with the Coriolis Effect causing wind paths to curve as air moves from high to low pressure areas. In the Northern Hemisphere, winds curve to the right, and in the Southern Hemisphere, they curve to the left. Planetary and local winds are influenced by temperatu
0 views • 14 slides
Nonlinear Curve Fitting Techniques in Engineering
Utilizing nonlinear curve fitting techniques is crucial in engineering to analyze data relationships that are not linear. This involves transforming nonlinear equations into linear form for regression analysis, as demonstrated in examples and methods such as polynomial interpolation and exponential
0 views • 18 slides
Rainfall-Runoff Simulation in Semi-Arid Area Using Distributed CHyM Model: DEZ River Basin Study
This case study delves into the simulation of rainfall-runoff using the CHyM model in the semi-arid area of the DEZ River Basin in Iran. The study focuses on water resources management, flood control, and forecasting of flood discharge parameters, emphasizing the importance of accurate modeling for
0 views • 22 slides
Understanding Spatio-Temporal Dynamics of Hydrological Processes at IIT Roorkee
This study conducted at the Indian Institute of Technology Roorkee focuses on modeling and understanding hydrological processes, particularly in estimating antecedent moisture in the Runoff Curve Number methodology. The research delves into the historical background of the Soil Conservation Service
0 views • 13 slides
Understanding Infiltration and Unsaturated Flow in Hydrology
This content delves into the key concepts of infiltration and unsaturated flow in hydrology, focusing on calculating infiltration, cumulative infiltration, and time to ponding using the Green-Ampt method. It covers important topics such as runoff rate, infiltration capacity, cumulative infiltration,
0 views • 8 slides
Calibration of Multi-Variable Rainfall-Runoff Model Using Snow Data in Alpine Catchments
Explore the calibration of a conceptual rainfall-runoff model in Alpine catchments, focusing on the importance of incorporating snow data. The study assesses the benefits of using multi-objective approaches and additional datasets for model performance. Various aspects such as snow cover, groundwate
0 views • 16 slides
Distribution Pattern of River Zones in China
China has a vast network of rivers with different characteristics and distribution patterns. The country is divided into five zones based on factors like precipitation and runoff levels, ranging from abundant to deficit zones. These zones play a crucial role in understanding the water resources and
0 views • 14 slides
Understanding Stormwater Management and Best Management Practices
Stormwater management is crucial for protecting our environment from pollutants in runoff water. Best Management Practices (BMPs) are a combination of structural, vegetative, and managerial techniques used to prevent water pollution and improve water quality. Learn about stormwater pollution, minimu
0 views • 15 slides
Revisiting Adjustor Curves for Total Phosphorus Removal Rates
Based on a literature review, it was found that a 5th-order polynomial curve is a better fit than the originally used logarithmic trendline for anchor rates of percent Total Phosphorus removal related to runoff depth. The expert panel report reflects the old curves while trendline equations in FAQ d
0 views • 7 slides
Practical Guide to Drawing Long-Term Yield Curve at Krugersdrift Dam
Learn how to draw a long-term yield curve at Krugersdrift Dam step-by-step, including setting up the study, browsing for data, importing hydrology files, manipulating the curve for accuracy, and achieving the final result.
0 views • 7 slides
Understanding Elasticity in Economics
Elasticity in economics refers to the responsiveness of demand to price changes. A more elastic curve results in larger quantity changes for small price changes, while a less elastic curve requires larger price changes to affect quantity consumed. The elasticity of demand can be measured by calculat
0 views • 13 slides
Stormwater Management Calculator Overview
Explore the functionalities of a stormwater management calculator that helps in analyzing stormwater runoff, pollutants, and BMP efficiencies. Learn about different BMP types, performance goals, and annual pollutant reduction targets to achieve effective stormwater management. Understand how the cal
0 views • 14 slides
Water Harvesting Techniques in Rainfed Agriculture & Watershed Management
Water harvesting plays a crucial role in rainfed agriculture by collecting and storing runoff water for irrigation in arid and semi-arid regions. Mr. Anil Swami, an assistant professor, discusses the importance of water harvesting techniques, including runoff farming and rainwater harvesting. He emp
0 views • 13 slides
Plenary Session III on Forest, Soils, and Runoff Featuring Key Speakers
The Plenary Session III on Forest, Soils, and Runoff showcased insights from prominent figures such as Roland Quitugua, President of the Northern Soil and Water Conservation District, Joseph Mafnas, Chief of Forestry and Soil Resources at the Department of Agriculture, and Felix Benevante, Deputy Di
0 views • 4 slides
Visual Analysis: Decisions, Batman's Graphs, COVID Tests, and Flattening the Curve
Explore a collection of images featuring Mythbusters, Batman's original and corrected graphs, alternative Batman heights and weights, COVID tests graph, and a depiction of flattening the curve. Each image provides insight into decision-making, data representation, and visual storytelling. Learn how
0 views • 7 slides
Understanding the Market Force of Demand
Demand is essential in economics, representing the quantity buyers are willing to purchase at different prices. The Law of Demand asserts that as prices rise, demand falls. Through demand schedules and curves, we analyze how factors like price, number of buyers, income, and related goods influence d
2 views • 13 slides
Exploring Watersheds and Runoff with Physical and Computational Models
Engage in hands-on activities using physical models like a big tarp to simulate rainfall on landscapes and explore the movement of water. Dive into discussions about the pros and cons of using physical models for studying water flow. Discover the introduction to computational models and discretizati
0 views • 38 slides
Understanding Aggregate Supply and Demand in Economics
Explore the concept of aggregate supply and demand, including determinants and the relationship between price level and quantity demanded. Learn about the reasons for the downward slope of the aggregate demand curve and why the law of demand doesn't directly apply to the economy as a whole. Discover
0 views • 15 slides
Understanding Production Possibilities Curve and Economic Growth
Explore the concept of the production possibilities curve, including its assumptions, implications of being under or beyond the curve, types of opportunity costs, shifts in the curve, and the impact of economic growth on a nation's productivity and output capacity.
0 views • 18 slides
Understanding the Kinked Demand Curve Hypothesis in Oligopoly Markets
In oligopoly markets, prices often remain rigid despite cost changes. The kinked demand curve hypothesis, introduced by economist Sweezy, explains this phenomenon. It suggests that the demand curve an oligopolist faces has a kink at the current price level, with elastic demand above and inelastic de
0 views • 4 slides
Understanding the Learning Curve Phenomenon in Manufacturing
Performance improvement in manufacturing is described by the learning curve, where labor input per unit decreases as experience grows. The general equation and exponential curve of learning are discussed, along with the concept of learning rate. Determining the index of learning from the learning ra
0 views • 11 slides