Our biggest challenge in this new century is to take an idea that seems abstract – sustainable development – and turn it into a reality for all the world’s people. Rampant urbanization and climate changes have triggered severe and frequent natural disasters. Green infrastructure provides an opportunity to reassess how we manage and use green spaces through the identification and provision of interconnected green spaces that protect, manage and enhance environmental resources. Successful green and blue infrastructure planning is recognized as a natural solution and less expensive alternative to conventional 'grey' infrastructure that is environmentally friendly. As we are at the edge of climate change tipping points, integrating blue-green-grey infrastructure is a necessity to design sustainable and climate resilient cities.
Hydrology of urban areas and agricultural lands.pptxDrSr6
This slides are based on the hydrology of urban and agricultural areas. It also focuses on urban flood which is one of the most disastrous issues, due to poor and unsustainable hydrology management in urban areas. Furthermore, it shows the water stability in an agricultural system in comparison to urban areas.
The document provides details on the design of a sewage system for Jamia Millia Islamia University in India. It discusses key considerations for sewage system design including estimating design flows based on population forecasts, tributary areas, and per capita sewage generation rates. It also outlines various sewage treatment processes including preliminary, primary, secondary and tertiary treatment. Primary considerations for sewage system components like sewers, pumping stations, and treatment plants are highlighted.
01.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Ro...SomanshKalra
Human Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptx
Irrigation with municipal waste water is a suitable disposal option in all regions where additional moisture can be effectively utilized for improved crop production. Waste water loading is to be based on the consumptive water use of the crop being grown. The primary objective should be enhancement of crop production. The root zone of productive soils can often serve as one of the most active media for the decomposition, immobilization, or utilization of wastes.
Environmental engineering involves managing waste water, air pollution, recycling, waste disposal, and public health issues related to the environment. Environmental engineers apply natural processes like dilution and biological/chemical conversions to engineered systems like wastewater treatment plants and landfills to control pollution. Their role is to apply modern engineering techniques to clean up pollution left by industrial technology. Factors like population, water supply rate per person, climate, industries, water quality, supply system, metering, pressure, and sewage collection affect the demand for water in a community that engineers must consider when designing water supply systems.
Hydrology of urban areas and agricultural lands.pptxDrSr6
This slides are based on the hydrology of urban and agricultural areas. It also focuses on urban flood which is one of the most disastrous issues, due to poor and unsustainable hydrology management in urban areas. Furthermore, it shows the water stability in an agricultural system in comparison to urban areas.
The document provides details on the design of a sewage system for Jamia Millia Islamia University in India. It discusses key considerations for sewage system design including estimating design flows based on population forecasts, tributary areas, and per capita sewage generation rates. It also outlines various sewage treatment processes including preliminary, primary, secondary and tertiary treatment. Primary considerations for sewage system components like sewers, pumping stations, and treatment plants are highlighted.
01.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Ro...SomanshKalra
Human Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptxHuman Following Robot.pptx
Irrigation with municipal waste water is a suitable disposal option in all regions where additional moisture can be effectively utilized for improved crop production. Waste water loading is to be based on the consumptive water use of the crop being grown. The primary objective should be enhancement of crop production. The root zone of productive soils can often serve as one of the most active media for the decomposition, immobilization, or utilization of wastes.
Environmental engineering involves managing waste water, air pollution, recycling, waste disposal, and public health issues related to the environment. Environmental engineers apply natural processes like dilution and biological/chemical conversions to engineered systems like wastewater treatment plants and landfills to control pollution. Their role is to apply modern engineering techniques to clean up pollution left by industrial technology. Factors like population, water supply rate per person, climate, industries, water quality, supply system, metering, pressure, and sewage collection affect the demand for water in a community that engineers must consider when designing water supply systems.
Rainwater harvesting is an important technique for water conservation and mitigating water scarcity issues around the world. It involves collecting rainwater from surfaces like rooftops and storing it for future use, which recharges groundwater supplies. The document discusses how population growth, urbanization, climate change and other factors are depleting water resources in many places. It then outlines various rainwater harvesting methods, components, benefits like reducing water demand and flooding, and some limitations. The conclusion emphasizes that rainwater harvesting is a sustainable solution for communities facing water scarcity issues.
Rainwater harvesting is an important technique for water conservation and mitigating water scarcity issues around the world. It involves collecting rainwater from surfaces like rooftops and storing it for future use, which recharges groundwater supplies. The document discusses how population growth, urbanization, climate change and other factors are depleting water resources in many places. It then outlines various rainwater harvesting methods, components, benefits like reducing water demand and flooding, and some limitations. The conclusion emphasizes that rainwater harvesting is a sustainable solution for communities facing water scarcity issues.
This document discusses various topics related to water shortage issues and solutions like rainwater harvesting and water recycling. It provides information on reasons for water shortage like population increase and urbanization. It then covers rainwater harvesting techniques like catchment area, storage tanks, and advantages. Water recycling processes like primary treatment, secondary treatment and uses of recycled water are outlined. The conclusion recommends rainwater harvesting and water recycling as ways to overcome water scarcity and conserve resources.
This document discusses improving storm water management through the use of permeable pavements. It provides background on the negative environmental impacts of impervious surfaces and the challenges they pose for city officials. It then describes permeable interlocking concrete pavements as a best management practice that can help mitigate these issues. Specifically, it allows storm water to infiltrate the pavement and base layers, recharging groundwater and reducing runoff. The document provides details on the design, installation, and performance of permeable interlocking concrete pavements as an effective sustainable solution.
Bioswales: Green Alternative for Storm Water Management & Flash FloodingIRJET Journal
This document discusses bioswales as a green alternative for storm water management and flash flooding mitigation. It provides background on the issues of increased impervious surfaces from urbanization exacerbating flash flooding. Bioswales are described as vegetated channels that allow storm water runoff to slowly infiltrate while removing pollutants. Studies show bioswales can effectively remove suspended solids and other contaminants. The document advocates that bioswales are a sustainable, cost-effective strategy for improving storm water management compared to traditional infrastructure.
This technical seminar report summarizes a 5 MLD sewage treatment plant in Ursugutta. The report provides details on the primary treatment processes including a raw sewage sump, screens, and grit removal. It then describes the secondary treatment which uses a C-Tech sequencing batch reactor process. This involves cycles of fill, aeration, settling, and decanting to achieve BOD removal, nitrification, denitrification, and phosphorus removal. The report provides details on the treatment methodology and components of the C-Tech system.
Constructed wetlands are a low-cost option for wastewater treatment that uses natural processes to remove pollutants. There are three main types: surface flow wetlands with exposed water, and horizontal and vertical subsurface flow wetlands where water flows below ground. Wetlands are effective at removing organic matter, solids, nutrients, and pathogens through sedimentation, filtration, microbial action, and plant uptake. They provide benefits like wildlife habitat and require little energy or maintenance compared to mechanical treatment systems. Literature shows that wetlands can achieve high removal rates of 70% or more for BOD, TSS, and bacteria while lowering costs and nutrients for water reuse.
This document discusses rainwater harvesting and watershed management. It defines water harvesting as capturing freshwater sources like rainwater and runoff and storing it for uses like irrigation, drinking water, and groundwater recharge. Rainwater harvesting specifically refers to collecting rainwater from rooftops or land surfaces and storing it. There are rural and urban models of rainwater harvesting in India. Watershed management aims to sustainably manage land, vegetation, and water resources within a drainage area. It outlines objectives, parameters, and practices like conserving soil/water, improving water retention, growing greenery, and structures like contour bunds and check dams.
Addressing Hydrology at the Watershed Scale: A Novel Approach to Stormwater M...TWCA
1. The document discusses how humans have altered urban hydrology through increased impervious cover and proposes distributed small-scale stormwater controls as a solution.
2. Modeling showed that distributed controls like rain cisterns and rain gardens, even at low adoption rates, could meaningfully improve hydrologic metrics and provide water supply benefits by reducing runoff.
3. Implementing distributed stormwater controls across different land uses has the potential to shift urban hydrology in a way that approximates reducing effective impervious cover by 25%.
Global water resources are under increasing pressure from rising populations and changing climate. Most water on Earth is undrinkable saltwater, while freshwater is unevenly distributed and demand is growing. In India, irrigation accounts for 84% of total water usage, far exceeding the global average of 65%. Competing demands for water include agricultural, industrial, residential, and power generation uses. As populations increase, so does water consumption, depleting groundwater supplies. Conservation methods like rainwater harvesting, afforestation, and efficient irrigation can help reduce water demand and promote more sustainable water management.
The document discusses various aspects of sustainable water systems and sanitation. It defines a sustainable water system as one that provides adequate water quality and quantity now and in the future without compromising capacity. It discusses different water sources like surface water, groundwater, rainwater harvesting and reclaimed water. It also discusses sustainable practices for water supply, sanitation facilities, concepts of sustainability in sanitation, and components of storm water drainage systems like inlets, piping, and outlets. Sustainable urban drainage systems are recommended to reduce stormwater flows into sewers.
The document discusses water sensitive cities and towns. It notes that population growth, climate change, and economic pressures pose challenges for water management. A water sensitive city aims to provide diverse water sources, protect ecosystems, and engage communities in sustainable water practices. Case studies from Hebei Province, China show how urbanization impacts water systems through increased impermeable surfaces and pollution. Strategies proposed include green roofs, permeable paving, rain gardens, and stormwater management to filter and infiltrate water on-site.
This presentation was given at the 2019 Catchment Management Notwork meeting, which was held on the 11 October in Tullamore. All our local authorities and other bodies responsible for implementing the Water Framework Directive in Ireland attended to share knowledge and learn from each other.
IGI grant applications made to finance alley improvements to improve stormwater runoff to 7+ alley’s across Berwyn. Submitted: December 2013. (Status: Known).
The document discusses water sensitive urban design (WSUD) which aims to minimize the hydrological and water quality impacts of urban development through an integrated approach. It describes some key principles of WSUD including protecting natural water systems, integrating stormwater treatment into the landscape, protecting water quality, and reducing runoff and peak flows. It provides examples of WSUD practices such as bioretention systems, wetlands, and detention ponds that can achieve these goals.
onkar khamgal ppt on domestic waste wtpONKARKHAMGAL
This document summarizes a seminar on advanced domestic wastewater treatment plants. It begins with an introduction that defines domestic wastewater and wastewater in general. It then outlines the objectives of wastewater treatment plants, which include reducing organic content and pollution. The document describes the various stages of wastewater treatment - primary, secondary, and tertiary. It provides details on the processes involved in each treatment stage, such as screening, sedimentation, and filtration. Cost analysis shows that while more expensive initially, advanced treatment techniques provide long-term benefits like lower maintenance and energy costs. In conclusion, wastewater treatment plants are important for protecting the environment and human health.
Environmental and operational issues of integrated constructed wetlandsNUST (IESE)
Constructed wetlands can help reduce pollution and maintain healthy ecosystems. This document discusses the environmental and operational issues of integrated constructed wetlands. Regarding environmental issues, studies have shown that constructed wetlands have lower greenhouse gas emissions than conventional wastewater treatment systems. Operational issues include the need to properly monitor wetlands and determine optimal harvesting frequencies to maximize nutrient removal while maintaining plant health. Overall, constructed wetlands provide sustainability, pollution removal efficiency, and economic benefits compared to other wastewater treatment options.
A review on techniques and modelling methodologies used for checking electrom...nooriasukmaningtyas
The proper function of the integrated circuit (IC) in an inhibiting electromagnetic environment has always been a serious concern throughout the decades of revolution in the world of electronics, from disjunct devices to today’s integrated circuit technology, where billions of transistors are combined on a single chip. The automotive industry and smart vehicles in particular, are confronting design issues such as being prone to electromagnetic interference (EMI). Electronic control devices calculate incorrect outputs because of EMI and sensors give misleading values which can prove fatal in case of automotives. In this paper, the authors have non exhaustively tried to review research work concerned with the investigation of EMI in ICs and prediction of this EMI using various modelling methodologies and measurement setups.
Rainwater harvesting is an important technique for water conservation and mitigating water scarcity issues around the world. It involves collecting rainwater from surfaces like rooftops and storing it for future use, which recharges groundwater supplies. The document discusses how population growth, urbanization, climate change and other factors are depleting water resources in many places. It then outlines various rainwater harvesting methods, components, benefits like reducing water demand and flooding, and some limitations. The conclusion emphasizes that rainwater harvesting is a sustainable solution for communities facing water scarcity issues.
Rainwater harvesting is an important technique for water conservation and mitigating water scarcity issues around the world. It involves collecting rainwater from surfaces like rooftops and storing it for future use, which recharges groundwater supplies. The document discusses how population growth, urbanization, climate change and other factors are depleting water resources in many places. It then outlines various rainwater harvesting methods, components, benefits like reducing water demand and flooding, and some limitations. The conclusion emphasizes that rainwater harvesting is a sustainable solution for communities facing water scarcity issues.
This document discusses various topics related to water shortage issues and solutions like rainwater harvesting and water recycling. It provides information on reasons for water shortage like population increase and urbanization. It then covers rainwater harvesting techniques like catchment area, storage tanks, and advantages. Water recycling processes like primary treatment, secondary treatment and uses of recycled water are outlined. The conclusion recommends rainwater harvesting and water recycling as ways to overcome water scarcity and conserve resources.
This document discusses improving storm water management through the use of permeable pavements. It provides background on the negative environmental impacts of impervious surfaces and the challenges they pose for city officials. It then describes permeable interlocking concrete pavements as a best management practice that can help mitigate these issues. Specifically, it allows storm water to infiltrate the pavement and base layers, recharging groundwater and reducing runoff. The document provides details on the design, installation, and performance of permeable interlocking concrete pavements as an effective sustainable solution.
Bioswales: Green Alternative for Storm Water Management & Flash FloodingIRJET Journal
This document discusses bioswales as a green alternative for storm water management and flash flooding mitigation. It provides background on the issues of increased impervious surfaces from urbanization exacerbating flash flooding. Bioswales are described as vegetated channels that allow storm water runoff to slowly infiltrate while removing pollutants. Studies show bioswales can effectively remove suspended solids and other contaminants. The document advocates that bioswales are a sustainable, cost-effective strategy for improving storm water management compared to traditional infrastructure.
This technical seminar report summarizes a 5 MLD sewage treatment plant in Ursugutta. The report provides details on the primary treatment processes including a raw sewage sump, screens, and grit removal. It then describes the secondary treatment which uses a C-Tech sequencing batch reactor process. This involves cycles of fill, aeration, settling, and decanting to achieve BOD removal, nitrification, denitrification, and phosphorus removal. The report provides details on the treatment methodology and components of the C-Tech system.
Constructed wetlands are a low-cost option for wastewater treatment that uses natural processes to remove pollutants. There are three main types: surface flow wetlands with exposed water, and horizontal and vertical subsurface flow wetlands where water flows below ground. Wetlands are effective at removing organic matter, solids, nutrients, and pathogens through sedimentation, filtration, microbial action, and plant uptake. They provide benefits like wildlife habitat and require little energy or maintenance compared to mechanical treatment systems. Literature shows that wetlands can achieve high removal rates of 70% or more for BOD, TSS, and bacteria while lowering costs and nutrients for water reuse.
This document discusses rainwater harvesting and watershed management. It defines water harvesting as capturing freshwater sources like rainwater and runoff and storing it for uses like irrigation, drinking water, and groundwater recharge. Rainwater harvesting specifically refers to collecting rainwater from rooftops or land surfaces and storing it. There are rural and urban models of rainwater harvesting in India. Watershed management aims to sustainably manage land, vegetation, and water resources within a drainage area. It outlines objectives, parameters, and practices like conserving soil/water, improving water retention, growing greenery, and structures like contour bunds and check dams.
Addressing Hydrology at the Watershed Scale: A Novel Approach to Stormwater M...TWCA
1. The document discusses how humans have altered urban hydrology through increased impervious cover and proposes distributed small-scale stormwater controls as a solution.
2. Modeling showed that distributed controls like rain cisterns and rain gardens, even at low adoption rates, could meaningfully improve hydrologic metrics and provide water supply benefits by reducing runoff.
3. Implementing distributed stormwater controls across different land uses has the potential to shift urban hydrology in a way that approximates reducing effective impervious cover by 25%.
Global water resources are under increasing pressure from rising populations and changing climate. Most water on Earth is undrinkable saltwater, while freshwater is unevenly distributed and demand is growing. In India, irrigation accounts for 84% of total water usage, far exceeding the global average of 65%. Competing demands for water include agricultural, industrial, residential, and power generation uses. As populations increase, so does water consumption, depleting groundwater supplies. Conservation methods like rainwater harvesting, afforestation, and efficient irrigation can help reduce water demand and promote more sustainable water management.
The document discusses various aspects of sustainable water systems and sanitation. It defines a sustainable water system as one that provides adequate water quality and quantity now and in the future without compromising capacity. It discusses different water sources like surface water, groundwater, rainwater harvesting and reclaimed water. It also discusses sustainable practices for water supply, sanitation facilities, concepts of sustainability in sanitation, and components of storm water drainage systems like inlets, piping, and outlets. Sustainable urban drainage systems are recommended to reduce stormwater flows into sewers.
The document discusses water sensitive cities and towns. It notes that population growth, climate change, and economic pressures pose challenges for water management. A water sensitive city aims to provide diverse water sources, protect ecosystems, and engage communities in sustainable water practices. Case studies from Hebei Province, China show how urbanization impacts water systems through increased impermeable surfaces and pollution. Strategies proposed include green roofs, permeable paving, rain gardens, and stormwater management to filter and infiltrate water on-site.
This presentation was given at the 2019 Catchment Management Notwork meeting, which was held on the 11 October in Tullamore. All our local authorities and other bodies responsible for implementing the Water Framework Directive in Ireland attended to share knowledge and learn from each other.
IGI grant applications made to finance alley improvements to improve stormwater runoff to 7+ alley’s across Berwyn. Submitted: December 2013. (Status: Known).
The document discusses water sensitive urban design (WSUD) which aims to minimize the hydrological and water quality impacts of urban development through an integrated approach. It describes some key principles of WSUD including protecting natural water systems, integrating stormwater treatment into the landscape, protecting water quality, and reducing runoff and peak flows. It provides examples of WSUD practices such as bioretention systems, wetlands, and detention ponds that can achieve these goals.
onkar khamgal ppt on domestic waste wtpONKARKHAMGAL
This document summarizes a seminar on advanced domestic wastewater treatment plants. It begins with an introduction that defines domestic wastewater and wastewater in general. It then outlines the objectives of wastewater treatment plants, which include reducing organic content and pollution. The document describes the various stages of wastewater treatment - primary, secondary, and tertiary. It provides details on the processes involved in each treatment stage, such as screening, sedimentation, and filtration. Cost analysis shows that while more expensive initially, advanced treatment techniques provide long-term benefits like lower maintenance and energy costs. In conclusion, wastewater treatment plants are important for protecting the environment and human health.
Environmental and operational issues of integrated constructed wetlandsNUST (IESE)
Constructed wetlands can help reduce pollution and maintain healthy ecosystems. This document discusses the environmental and operational issues of integrated constructed wetlands. Regarding environmental issues, studies have shown that constructed wetlands have lower greenhouse gas emissions than conventional wastewater treatment systems. Operational issues include the need to properly monitor wetlands and determine optimal harvesting frequencies to maximize nutrient removal while maintaining plant health. Overall, constructed wetlands provide sustainability, pollution removal efficiency, and economic benefits compared to other wastewater treatment options.
A review on techniques and modelling methodologies used for checking electrom...nooriasukmaningtyas
The proper function of the integrated circuit (IC) in an inhibiting electromagnetic environment has always been a serious concern throughout the decades of revolution in the world of electronics, from disjunct devices to today’s integrated circuit technology, where billions of transistors are combined on a single chip. The automotive industry and smart vehicles in particular, are confronting design issues such as being prone to electromagnetic interference (EMI). Electronic control devices calculate incorrect outputs because of EMI and sensors give misleading values which can prove fatal in case of automotives. In this paper, the authors have non exhaustively tried to review research work concerned with the investigation of EMI in ICs and prediction of this EMI using various modelling methodologies and measurement setups.
ACEP Magazine edition 4th launched on 05.06.2024Rahul
This document provides information about the third edition of the magazine "Sthapatya" published by the Association of Civil Engineers (Practicing) Aurangabad. It includes messages from current and past presidents of ACEP, memories and photos from past ACEP events, information on life time achievement awards given by ACEP, and a technical article on concrete maintenance, repairs and strengthening. The document highlights activities of ACEP and provides a technical educational article for members.
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODELgerogepatton
As digital technology becomes more deeply embedded in power systems, protecting the communication
networks of Smart Grids (SG) has emerged as a critical concern. Distributed Network Protocol 3 (DNP3)
represents a multi-tiered application layer protocol extensively utilized in Supervisory Control and Data
Acquisition (SCADA)-based smart grids to facilitate real-time data gathering and control functionalities.
Robust Intrusion Detection Systems (IDS) are necessary for early threat detection and mitigation because
of the interconnection of these networks, which makes them vulnerable to a variety of cyberattacks. To
solve this issue, this paper develops a hybrid Deep Learning (DL) model specifically designed for intrusion
detection in smart grids. The proposed approach is a combination of the Convolutional Neural Network
(CNN) and the Long-Short-Term Memory algorithms (LSTM). We employed a recent intrusion detection
dataset (DNP3), which focuses on unauthorized commands and Denial of Service (DoS) cyberattacks, to
train and test our model. The results of our experiments show that our CNN-LSTM method is much better
at finding smart grid intrusions than other deep learning algorithms used for classification. In addition,
our proposed approach improves accuracy, precision, recall, and F1 score, achieving a high detection
accuracy rate of 99.50%.
CHINA’S GEO-ECONOMIC OUTREACH IN CENTRAL ASIAN COUNTRIES AND FUTURE PROSPECTjpsjournal1
The rivalry between prominent international actors for dominance over Central Asia's hydrocarbon
reserves and the ancient silk trade route, along with China's diplomatic endeavours in the area, has been
referred to as the "New Great Game." This research centres on the power struggle, considering
geopolitical, geostrategic, and geoeconomic variables. Topics including trade, political hegemony, oil
politics, and conventional and nontraditional security are all explored and explained by the researcher.
Using Mackinder's Heartland, Spykman Rimland, and Hegemonic Stability theories, examines China's role
in Central Asia. This study adheres to the empirical epistemological method and has taken care of
objectivity. This study analyze primary and secondary research documents critically to elaborate role of
china’s geo economic outreach in central Asian countries and its future prospect. China is thriving in trade,
pipeline politics, and winning states, according to this study, thanks to important instruments like the
Shanghai Cooperation Organisation and the Belt and Road Economic Initiative. According to this study,
China is seeing significant success in commerce, pipeline politics, and gaining influence on other
governments. This success may be attributed to the effective utilisation of key tools such as the Shanghai
Cooperation Organisation and the Belt and Road Economic Initiative.
Understanding Inductive Bias in Machine LearningSUTEJAS
This presentation explores the concept of inductive bias in machine learning. It explains how algorithms come with built-in assumptions and preferences that guide the learning process. You'll learn about the different types of inductive bias and how they can impact the performance and generalizability of machine learning models.
The presentation also covers the positive and negative aspects of inductive bias, along with strategies for mitigating potential drawbacks. We'll explore examples of how bias manifests in algorithms like neural networks and decision trees.
By understanding inductive bias, you can gain valuable insights into how machine learning models work and make informed decisions when building and deploying them.
Embedded machine learning-based road conditions and driving behavior monitoringIJECEIAES
Car accident rates have increased in recent years, resulting in losses in human lives, properties, and other financial costs. An embedded machine learning-based system is developed to address this critical issue. The system can monitor road conditions, detect driving patterns, and identify aggressive driving behaviors. The system is based on neural networks trained on a comprehensive dataset of driving events, driving styles, and road conditions. The system effectively detects potential risks and helps mitigate the frequency and impact of accidents. The primary goal is to ensure the safety of drivers and vehicles. Collecting data involved gathering information on three key road events: normal street and normal drive, speed bumps, circular yellow speed bumps, and three aggressive driving actions: sudden start, sudden stop, and sudden entry. The gathered data is processed and analyzed using a machine learning system designed for limited power and memory devices. The developed system resulted in 91.9% accuracy, 93.6% precision, and 92% recall. The achieved inference time on an Arduino Nano 33 BLE Sense with a 32-bit CPU running at 64 MHz is 34 ms and requires 2.6 kB peak RAM and 139.9 kB program flash memory, making it suitable for resource-constrained embedded systems.
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressionsVictor Morales
K8sGPT is a tool that analyzes and diagnoses Kubernetes clusters. This presentation was used to share the requirements and dependencies to deploy K8sGPT in a local environment.
A SYSTEMATIC RISK ASSESSMENT APPROACH FOR SECURING THE SMART IRRIGATION SYSTEMSIJNSA Journal
The smart irrigation system represents an innovative approach to optimize water usage in agricultural and landscaping practices. The integration of cutting-edge technologies, including sensors, actuators, and data analysis, empowers this system to provide accurate monitoring and control of irrigation processes by leveraging real-time environmental conditions. The main objective of a smart irrigation system is to optimize water efficiency, minimize expenses, and foster the adoption of sustainable water management methods. This paper conducts a systematic risk assessment by exploring the key components/assets and their functionalities in the smart irrigation system. The crucial role of sensors in gathering data on soil moisture, weather patterns, and plant well-being is emphasized in this system. These sensors enable intelligent decision-making in irrigation scheduling and water distribution, leading to enhanced water efficiency and sustainable water management practices. Actuators enable automated control of irrigation devices, ensuring precise and targeted water delivery to plants. Additionally, the paper addresses the potential threat and vulnerabilities associated with smart irrigation systems. It discusses limitations of the system, such as power constraints and computational capabilities, and calculates the potential security risks. The paper suggests possible risk treatment methods for effective secure system operation. In conclusion, the paper emphasizes the significant benefits of implementing smart irrigation systems, including improved water conservation, increased crop yield, and reduced environmental impact. Additionally, based on the security analysis conducted, the paper recommends the implementation of countermeasures and security approaches to address vulnerabilities and ensure the integrity and reliability of the system. By incorporating these measures, smart irrigation technology can revolutionize water management practices in agriculture, promoting sustainability, resource efficiency, and safeguarding against potential security threats.
A SYSTEMATIC RISK ASSESSMENT APPROACH FOR SECURING THE SMART IRRIGATION SYSTEMS
13-10-22.pptx
1. Our biggest challenge in
this new century is to
take an idea that seems
abstract – sustainable
development – and turn it
into a reality for all the
world’s people.
Integration of Blue-Green-Grey Infrastructure
2. Prepared by – Deboline Mitra
Class – MPlan
Sem – 1st
Roll No. – MPLA04
Reg. No. – LV - 223841
3. Introduction
Rampant urbanization and climate changes have
triggered severe and frequent natural disasters. Adapting
to the escalating impacts of climate breakdown is the
need of the time. Green Infrastructure (GI) is a generic
term encompassing the protection, management, and
enhancement of urban, peri-urban and rural
environmental resources (natural and managed), through
the identification and provision of multifunctional and
interconnected green spaces and provides an
opportunity to reassess the manner in which we manage
and use green spaces.
4. Alternative to ‘grey’ infrastructure
Green and blue infrastructure is essentially the green
spaces and the available water environment. Successful
green and blue infrastructure planning is also recognised
as a natural solution and alternative to ‘grey’
infrastructure that is environmentally friendly and less
expensive. ‘Blue-Green’ infrastructure mixes the
conservation and restoration of nature with conventional
approaches resulting in fortifying communities against
climate effects. Nature can be used to provide important
services for communities by protecting them
against flooding or excessive heat, or helping to
improve air, soil, and water quality.
5. Economical Benefit
A study in 2012 that focused on 479 green infrastructure
projects across the United States, found that 44%
projects reduced costs compared to the 31% that
increased the costs. The most notable cost savings were
due to reduced stormwater runoff and decreased HVAC
cost.
6. Biodiversity
• We can address the problems that city infrastructures
cause for animal and plant movements in two ways:
(1) we can make corridors to better link habitat
fragments; (2) we can make urban habitats less
‘matrix’ and more of “mosaic” for more species,
through managing urban infrastructures and parks to
provide nesting, resting, and foraging sites for a
variety of animals, and leaving areas for wild plants
to establish.
7. Urban Heat Island
Urban Heat Islands (UHIs), together with urban noise and
urban air pollution, are three of the major environmental
challenges of future more liveable cities.
UHIs occur when the air temperature in urban area is
consistently higher than its rural area. While many causes are
attributable to the formation of urban heat islands such as
reduced evaporation, increased heat storage, increased net
radiation, reduced convection, stack effect induced by split
type air-conditioners and increased anthropogenic heat, the
contribution of each component strongly depends on the
individual city and its geography.
8. Baseflows and Groundwater
Recharge
• Urbanization increase impervious surface area reduces
infiltration and increases stormwater runoff.
• Decreased direct groundwater recharge is also the most
cited cause for lowered stream baseflow in urban streams.
• Urbanization can have other important impacts on
groundwater systems, each with consequences for streams.
These impacts have been divided into seven categories:
overexploitation; subsidence; saltwater intrusion;
contamination; changes in recharge and discharge;
alteration of the permeability structure; and destruction of
environmental resources, including wetlands and streams.
9. Precipitation And
Evapotranspiration
• Urban land use also influence the timing and magnitude of
precipitation inputs to urban watersheds. Urban induced
rainfall can be a result of the urban heat island effect.
• Urban surfaces are generally drier and release more heat
than surrounding rural areas. The urban heat island can alter
convection of air masses in urban areas. In addition, urban
surface roughness and the urban canopy (buildings,
infrastructure, or trees) can affect air circulation. The
presence of enhanced aerosols in urban areas may also
influence local climate.
10. Channel Geomorphology and
Sediment Transport
• Changes in land-cover associated with urbanization alter
surface and subsurface flow paths and the transport of water
and sediment to stream channels, which in turn can alter the
channel’s geomorphology.
• Increased runoff due to greater impervious areas and the
general decline in sediment yield following urbanization
resulted in urban channel erosion. In this case, it was shown
that urban channels tended to widen as a result of increased
peak flows and a reduction in sediment inputs.
11. Water Temperature In Channel
• Hydrologic and geomorphic changes as a result of
urbanization can have a direct impact on the thermal regime
of urban streams by changing the stream’s energy balance.
• Clearing of vegetation within riparian buffers reduces
channel shading, thereby increasing shortwave radiation
during the day and reducing Water longwave radiation
during the night.
• The temperature of a stream also change because discharge
of industrial or wastewater treatment effluents and from
heating of runoff that flows over impervious surfaces.
• Elevated temperature has been shown to enhance rates of
biological processes resulting in cascading changes to urban
stream ecosystems.
12. Nutrient Cycling & Retention
The trend of lower nutrient retentive capacity in urban streams
results from a combination of factors;
• Increased nonpoint source nutrient delivery through
stormwater conveyance systems and wastewater treatment
plant effluents
• Increased flashiness of stream hydrology resulting in
scouring of benthic sediments
• Disconnection between the stream and its riparian zone as
most of stormwater flow enters streams through pipes
• Channelization and clearing of woody debris which reduces
hyporheic (subsurface) flow through biologically active
sediments and removes organic sources for heterotrophic
microbes.
13. Indian Ground Water Statistics
• Annual rainfall of India 4,000 BCM & 1,137 BCM is
utilizable
• 690 BCM fills the surface water bodies & 447 BCM
percolate in ground
• Availability of groundwater is 447 BCM & 411 BCM
is accessible for extraction
• Annual use of 251 BCM ground water, India tops the
list of top 10 groundwater extracting countries
• By extracting 251 BCM, the nation exhausts a little
over 62% of the ground water resource annually.
14. Utilization of Ground Water In
India
• 65% of total irrigated land use only groundwater
• 85% of this came to be added after 1970
• The irrigated area increased from 6.5 million
hectares in 1951 to 65 million hectare in 2015
• 24 BCM supplies 85% of the country’s drinking
water
• 80% of Indians depend on groundwater for both
drinking and irrigation
15. Challenge & Solution
• Globally annual availability of freshwater is 7,600
CuM/capita
• Availability in India is 1,545 CuM (Brazil 41,865; us
9,802; China 2,060)
• Per capita water availability in India has shrunk by 70% in
last 50 years
• NITI AAYOG 2018 report - 21 major cities are likely to
run out of groundwater by 2020
• Rapid urbanization affecting natural groundwater recharge
& the only solution is rainwater harvesting
• Rainwater harvesting at roads is easy solution to increase
groundwater at urban areas along with reduction of urban
flooding
16. Roadside Drain Improvement
• To increase local ground water recharge and combat
seasonal flooding of roads, decentralization of storm-water
management needs to be integrated in roadway design.
• Conventional system - Storm water, silt & pollutants flows
directly into the drain which reduce capacity of drain &
convey pollutants to the natural drain.
• Decentralized system - Storm water flows to a bio-filtration
pit or bio-swale for temporarily retention, filtration &
infiltration to ground resulting slow flow to drain and finally
less polluted water to natural water-body or ground water.
For heavy rain situations, provision may be made to allow
storm water to overflow into the drain. MFZ with Tree Planting with an integrated Bio-swale
Conventional Approach – Storm Water flows directly into drain
17. Percolation At Median
• Percolation pits/trenches should be made as an integral part
of Median design to help infiltrate rainwater to ground
• It can reduce run-off and seasonal flooding.
• The area around the pits can be landscaped as shown above.
Percolation / Infiltration Trench in the Median
Typical Section of Percolation Trench
18. Existing Drain Retrofitting
• Percolation trenches should be made as an integral part of
Multi Functional Zone to help infiltrate rainwater to ground
• It can reduce run-off and seasonal flooding
19. Green Gutter At MFZ
• Green Gutter along the walkway or road edge trap pollutants
and delivers good water to sub soil surfaces
• It also play a major role in reducing urban heat-island effect
• It prevent dust re-suspension within ROW
• Green gutter must be long and continuous to effectively filter
pollutants
• FGL in Green Gutter must be 50-150 MM down from Top of
Road to retain water from road & pavement
• FGL in Green Gutter shall be 50-150 MM down from Top of
Pavement to retain water only from pavement
• Introduced in Ranchi Smart City & Rajkot Smart City
Existing MFZ & Proposed Green Gutter
Green Gutter
Kerbs for Green Gutter & Bio-planter
Existing Kerb & Proposed Kerb for Green Gutter
20. Bio-Planter
• Bio-planters are structured landscaped reservoirs filled &
planted with native water tolerant plants, rocks, soil etc.
• Infiltration bio-planters are suitable for areas with low water
table & permeable soil
• Flow-through bio-planters are suitable for areas with high
water table and non-permeable soil types
• Water tolerant vegetation like Canna, Pampas Grass, Spider
Lily etc. can be planted in bio-planters to remove variety of
pollutants by biological process
Flow-through bio-planter
Infiltration bio-planter
21. Bio-Swale
• Bio-swale has natural edges which are retained through
appropriate plantation and slope stabilization measure
• It sloped towards detention area to facilitate gradual
conveyance
• It is suitable for areas with low water table and permeable
soil type
• It uses bio-filtration media such as gravel, water tolerant
plantation, geo-textile etc. for proper filtration
• It can be part of ROWs & water can be retained for whole
year
Typical Bio-swale
22. Rain Garden
• Rain Garden has a bowl shape to collect rainwater runs off &
percolate the water to ground & Water can be retained
maximum for 48 hours resulting reduced volume of runoff
• Remove dirt, oil & metals from stormwater
• Plants recycle phosphorus and other nutrients
• Microbes in soils reduce bacteria levels in runoff
• Implemented within Ranchi & Rajkot Smart City and
BIDKIN utility plots and can be implemented in roundabouts
Rain Garden at Roundabout
Profile of Rain Garden
Rain Garden at Traffic Island
23. Xeriscaping
• Xeriscaping is the process of landscaping, or gardening, that
reduces or eliminates the need for irrigation
• It is promoted in regions where accessibility is less for
maintenance e.g., Medians, Roundabout etc.
• Plants used in Xeriscaping vary based on climate as this
strategy can be used in xeric, mesic & hydric environments
• Xeriscapes can reduce water consumption by 60% or more
compared to regular lawn landscapes
• Xeriscaping drastically reduce urban heat island effect in dry
areas
• Already implemented within Ranchi Smart City utility plots
Xeriscaping at Roundabout Xeriscaping at MFZ
Xeriscaping at MFZ
24. Permeable Pavement
• Permeable Paving system allows water to percolate into an
underlying soil or aggregate to store storm water
• Gradually the stored water infiltrated to Ground or removed
by an overflow drainage system
• It not only recharge ground water but also reduce pollutants
• Asphalt without fine particles create porosity
• Concrete without fine particles & special laying technique
provide permeable concrete
• Gaps between interlocking paver filled with permeable
material helps for water infiltration
• Open-celled paving grids provide almost 60% permeable
surface
Open-celled Paving
with Vegetation
Permeable Concrete Paver Open Cell Paver
Permeable Asphalt Interlocking Paver
Permeable Concrete Open-celled Paving
with Gravel
25. Integrated Road TCS
• With increase in green cover within roads and streets increase
demand of irrigation water
• Drip irrigation, use of recycled water & Xeriscaping is the
easy solution to reduce water demand
• New roads must design considering future widening &
accordingly drains & rainwater harvesting features need to
incorporate
• Location of infiltration units must be kept considering run-off
from roads reaches them first before entering to drain even
after road widening
Conventional Road Section
Proposed Road Section
Phase 1 of New Proposed Road Section
26. Medicinal Garden
• It is defined as a garden planted with the goal of serving the
needs of general health maintenance, as well as acute issues
that might arise. It has been implemented across utility plots
in Ranchi Smart City and Rajkot Smart City for the benefit of
the workers of the utility infrastructure along with local
people and animal kingdom.
27. Odour Control Garden
• Buffer plantation in multiple layers and heights with aromatic
plants to arrest the odour of STP and to attract birds and bees
resulting in improved air quality with mosaic for more urban
habitats.
• This green initiative successfully implemented at the STP of
Dholera Smart City, Ranchi Smart City & BIDKIN.
28. Cascading Roof With Garden
• It is one of the best solutions to increase green patches due to
lack of land for vegetation which can act against
fragmentation and insulator to buildings resulting in reduced
HVAC cost. Roof garden with cascading effect in large
buildings not only slows down rainwater run-off but also
increases absorption and filtration of rainwater while growing
food for the campus.
29. Vertical Garden & Topiary
• Vertical Garden is one of the main components in WOHA
style architecture to reduce glazing and metal facade resulting
in reduced reliance on mechanical cooling resulting in low
urban heat island effect and increased biodiversity by
attracting birds and insects. WOHA style buildings are largely
available in Singapore, and many are under construction in
Indonesia, Australia, Bangladesh, India & China. Topiary is
the older form of the modern age vertical garden spread from
Europe to far east countries in rooftop garden and ground
level for better aesthetic and defragmentation.
30. Reversible Infrastructure
• It can be rapidly converted to useful functions during
disasters, while serving as recreational infrastructure during
normal times.
• Water square is an example of integrated blue-green solution.
A conventional recreation plaza or play area with depressed
permeable surface can be utilised as catch basin during cloud
burst. It can provide for any unused area within the utility
plots.
31. Discussion
The biodiversity, diversity in life forms, suffers greater threat
from degradation, habitat fragmentation, spreading of invasive
species, indiscriminate use of natural resources, climate change,
pollution within aquatic environment and water flows.
Biological resources serve about 40 per cent of the world's
economy and nearly, 80 per cent of the needs of the people. It
provides greater opportunity in the field of medical, research,
education, and economic development. Declining biodiversity
is, therefore, a concern for countless reasons.
32. Conclusion
In the last two decades, many global cities, successfully
transformed their hard streets into porous and started creating
versatile and porous landscapes, albeit small-scale in informal
settlements mainly to resolve the issues of Urban Heat Island
effect and to conserve biodiversity.
As we are at the edge of the tipping point of climate change,
integration of Blue-Green-Grey Infrastructure is not just a
choice but a necessity of the time.
We need to design each aspect of green and blue infrastructure
for the project area, during the initial stages of engineering
design. Similarly, we need to start the activities of green and
blue infra development, while constructing the project
components.