Weather conditions continue to change at uncontrolable rate. The continous change bring about unberable hazard which needs high precision tools for its control. The global community have understood that the potential magnitude, harshness and impact of the symptoms of weather changes such as: global warming, loss of crops through over extensive periods of drought, unpredictable rainfall patterns, melting glaciers, displaced populations in search of refuge after floods, or entire villages devastated by the cruel force of cyclones and hurricanes on upcoming generations will be very intense. It is therefore assumed that information and communication technology is a key technology tools which can be used to ease, adapt to and monitor Weather condition. This paper therefore examines the linkage between Information and Communications Technologies (ICTs) and Weather Forecasting; it also looked into the signs and effects of Weather condition and the ICT solutions. It was deduced that ICTs not only help in advanced weather forecasting and climate monitoring, but are very essential in information circulation to a large audience through mobile devices. Finally, this paper, recommends solutions on how proposed information and communication technology strategies can be adopted to alleviate, adapt to and monitor weather condition.
Flood Vulnerable Area Assessment of Abakaliki Metropolis South-eastern Nigeria.IJERA Editor
As a result of global warming, the climate change in Africa and Asia is predictably becoming more variable, and weather events expected to go more frequently extreme and severe. This includes increasing risk of drought and flooding in new areas. Inundation by extreme floods events is recorded every year worldwide. The potential consequences are profound increasing risk, particularly on environment and people in the less developed countries. Flooding cannot be totally avoided and maybe their occurrence will increase due to climate change. Absolute protection is both unachievable and unsustainable because of high costs and inherent uncertainties. Abilities to mitigate and or prevent flood disasters, cope with and recuperate from the effects have not been sufficiently taken into account nor developed. Communities within watershed or along the River system such as Abakaliki metropolis are mostly under threat of constant flooding menace. When flooding strike, the poor and socio-economically disadvantaged suffer the most and are least equipped to cope with impacts. Vulnerability assessment which many regions of the world recently commenced becomes the way forward. Assessing vulnerability and impacts requires and analysis of information on climate elements, such as temperature, rainfall and non-climatic data, such as situation on the soil, altitude and other characteristics of elements-at-risks indicators. This informs for a well thought-out monitoring (risk assessment), mitigation, coping strategies and adaptation measures which can be adopted by all the vulnerable stakeholders including Governments at all tiers.
Overview on risks and disasters from a holistic perspective. How to cope with risks? The GRF Davos integral risk reduction and disaster management approach
How a hazard event may turn into a disaster in the societyTarmin Akther
This document describes about hazard and disaster. Besides how hazard becomes a disaster and negatively affect in the society. Hazard is an incident which turns into a disaster in the long run.
Flood Vulnerable Area Assessment of Abakaliki Metropolis South-eastern Nigeria.IJERA Editor
As a result of global warming, the climate change in Africa and Asia is predictably becoming more variable, and weather events expected to go more frequently extreme and severe. This includes increasing risk of drought and flooding in new areas. Inundation by extreme floods events is recorded every year worldwide. The potential consequences are profound increasing risk, particularly on environment and people in the less developed countries. Flooding cannot be totally avoided and maybe their occurrence will increase due to climate change. Absolute protection is both unachievable and unsustainable because of high costs and inherent uncertainties. Abilities to mitigate and or prevent flood disasters, cope with and recuperate from the effects have not been sufficiently taken into account nor developed. Communities within watershed or along the River system such as Abakaliki metropolis are mostly under threat of constant flooding menace. When flooding strike, the poor and socio-economically disadvantaged suffer the most and are least equipped to cope with impacts. Vulnerability assessment which many regions of the world recently commenced becomes the way forward. Assessing vulnerability and impacts requires and analysis of information on climate elements, such as temperature, rainfall and non-climatic data, such as situation on the soil, altitude and other characteristics of elements-at-risks indicators. This informs for a well thought-out monitoring (risk assessment), mitigation, coping strategies and adaptation measures which can be adopted by all the vulnerable stakeholders including Governments at all tiers.
Overview on risks and disasters from a holistic perspective. How to cope with risks? The GRF Davos integral risk reduction and disaster management approach
How a hazard event may turn into a disaster in the societyTarmin Akther
This document describes about hazard and disaster. Besides how hazard becomes a disaster and negatively affect in the society. Hazard is an incident which turns into a disaster in the long run.
India is a country of Disasters. We are looking into Disaster Management as a basic problem of India. Our own work in the field of Earthquakes is also discussed.
Climate Change Adaptation within the Purview of National Security and Sustain...Francisco Ashley Acedillo
Delivered during the 11th National Congress of the Phil. Society of NSTP Educators and Implementers (PSNEI, Inc.) last April 10-12, 2013 in Davao City, Philippines.
Applying Climate Information to Achieve the Sustainable Development GoalsGreg Benchwick
Information is a cross-cutter. It can be applied to almost everything. And improving climate information and early warning systems across Africa has the potential to significantly improve lives, build resiliency and support us in our global efforts to achieve the Sustainable Development Goals.
India is a country of Disasters. We are looking into Disaster Management as a basic problem of India. Our own work in the field of Earthquakes is also discussed.
Climate Change Adaptation within the Purview of National Security and Sustain...Francisco Ashley Acedillo
Delivered during the 11th National Congress of the Phil. Society of NSTP Educators and Implementers (PSNEI, Inc.) last April 10-12, 2013 in Davao City, Philippines.
Applying Climate Information to Achieve the Sustainable Development GoalsGreg Benchwick
Information is a cross-cutter. It can be applied to almost everything. And improving climate information and early warning systems across Africa has the potential to significantly improve lives, build resiliency and support us in our global efforts to achieve the Sustainable Development Goals.
Long Term Trend Analysis of Precipitation and Temperature for Asosa district...tsehayeadamu
The research was designed at addressing the national and local issues of climate change and was done by
investigating time series temperature and precipitation trends in Benishangul Gumuz Regional state of Ethiopia, Asosa District
in particular.
Climate change is currently threatening the livelihoods of millions of people by altering the natural and physical
assets they rely on. The challenge for adaptation technologies is to deal with the potential for future
changes whilst being resilient to climate variability. Uncertainty about how climate change will manifest in a precise location requires cautions when selecting a
technological solution to avoid locking a community to an unsuitable technology.
Israel is recognized as being at the forefront of high-tech innovation, backed by a highly educated and creative
workforce and a sound infrastructure. The Israeli industry is always breaching for newer and innovative technologies.
Today Israel has about 350 cleantech companies and they are developing and growing constantly. In the following publication a review of the different adaptation technologies offered by Israeli industry will be outlined
by sectors and numerous subsectors.
NAP Training Viet Nam - Vulnerability and Adapting to Climate ChangeUNDP Climate
This two-day workshop supported the Government of Viet Nam in building the necessary capacity to advance its National Adaptation Plan (NAP) process. The workshop closely focused on building National Adaptation Plans in the agricultural sector through multi-stakeholder collaboration, and increased knowledge and capacity on a number of topics including: prioritization of adaptation options, cost-benefit analysis, overview of the broad-based nature of climate change adaption impacts, analysis of challenges, and creation of an open discussion with key stakeholders on defining a road-map for the NAP process. The workshop was delivered using discussions and case studies to enhance interactive learning for participants, with supporting presentations by GiZ and SNV.
Climate change in Uganda: Insights for long-term adaptation and building comm...Dr. Joshua Zake
This briefing paper highlights key challenges and issues for
consideration in policy development and planning processes at
community, local, national and regional levels towards creating
awareness and building resilience to climate change impacts in
Uganda. It’s an output from a review of various documents and
literature on climate change impacts and responses in Uganda
and else where. Furthermore, it’s informed by Environmental
Alert’s experiences and lessons generated through facilitating
initiatives to support climate change adaptation at community
and local levels particularly in the West Nile region (in the districts
of Adjumani, Moyo and Yumbe) and Lukwanga Parish in Wakiso
district, Central region of Uganda; and also targeted engagement
with key policy and decision makers at all levels including local,
national, regional and international on issues of climate change. It
is targeting key stakeholders at all levels (including local leaders,
Government, Development Partners, Civil Society, Policy Makers,
Political Leaders, Private Sector, Academia, Research Institutions,
Cultural and Faith Based Leaders and Communities among others;
to mainstream, prioritize and support climate change adaptation
actions at all levels of planning and development.
Webinar 1: Climate Change: What does it mean for the Financial Sector in Africa?
Financial institutions can play an important role in society’s adaptation to climate change risks mitigation. This webinar will highlight risks and opportunities that climate change poses for the financial sector in Africa and discuss how financial institutions can best respond to these, in a sustainable manner. In particular, the webinar is expected to:
Raise awareness on climate change within the financial industry in Africa and facilitate a broader dialogue aimed at integrating climate change considerations;
Clarify the pivotal role the financial sector can play in mitigating climate change risks and adapting to its effects; and
Present examples of transformative change in financial institutions’ practices
Speakers
Paul SMITH has worked for the climate team at the United Nations’ Environment Programme Finance Initiative (UNEP FI) for over four years. Paul leads UNEP FI’s climate adaptation and physical risk work supporting the Climate Risk Programme, the Climate Adaptation Working Group of the Principles for Responsible Banking and the Adaptation and Resilience Investor Collaborative (ARIC). He also leads on climate policy in partnership with the Investor Agenda and has co-authored The Climate Risk Landscape, Physically Fit? and Adapting to a New Climate, as well as contributing to Climate Risk: Managing the Financial Risk and Funding the Transition
Anthony NYONG is the Director of Climate Change and Green Growth at the AfDB. Mr. Nyong has about 30 years of experience in environmental and natural resources management, renewable energy and green growth. He was a Coordinating Lead Author for the IPCC Fourth Assessment Report and a member of the IPCC Task Group on Data and Scenario Support for Impact and Climate Analysis.
David ASHIAGBOR is the Chief Financial Sector Strategy Officer in the Financial Sector Development Department of the African Development Bank. He is currently leading the design and development of the Bank’s new Financial Sector Development Strategy, in addition to supporting the Director on policy and strategy issues.
Marina FINKEN is the Partnership Coordinator for Making Finance Work For Africa (MFW4A). She is an experienced Finance Professional who, before joining MFW4A had a successful career within Big 4 firms, providing audit and advisory services to large Banking groups and other financial services entities.
A presentation on the Intergovernmental Panel on Climate Change (IPCC) reports, with particular relevance to Africa and Trans-frontier Conservation Areas within Southern Africa
To Review the Impact and Copping Strategies of Climate Change in Developing C...AI Publications
Rapid change in climate is set to alter the delicate balance that exists between man and nature. The literature to this effect points out that the poorest countries and communities are likely to suffer the most because of their geographic locations, low income and low institutional capacity, as well as their greater reliance on climate-sensitive sectors like agriculture. Even if climate mitigations plans are implemented properly there will be some degree of warming due to inertia of emissions already released. As such, there is a strong consensus about the need of adaptation to changing climatic conditions. Adaptation to climate change is given increasing international attention as the confidence in climate change projections is getting higher. Developing countries have specific needs for adaptation due to high vulnerabilities, and they will in this way carry a great part of the global costs of climate change although the rising atmospheric greenhouse gas concentrations are mainly the responsibility of industrialized countries. Adaptation is believed to enhance the resilience against increasing climate variability. In this backdrop, the objective of the present paper is, therefore, to systematically and critically review the existing literature on the impacts of climate change and choice of adaptations across countries and draw insights for suggesting a comprehensive policy framework particularly for developing countries in this regard. The paper finds that the role of government and civil society is crucial for enabling efficient adaptation methods. Development policies and programs having synergy effect with climate change initiatives help adapt with the changing climate better. However, the availability of clean technology in developing countries will play the decisive role in controlling their growth rate of emission.
Similar to ICT: A Cornerstone for Effective Weather Forecasting (20)
Text Mining in Digital Libraries using OKAPI BM25 ModelEditor IJCATR
The emergence of the internet has made vast amounts of information available and easily accessible online. As a result, most libraries have digitized their content in order to remain relevant to their users and to keep pace with the advancement of the internet. However, these digital libraries have been criticized for using inefficient information retrieval models that do not perform relevance ranking to the retrieved results. This paper proposed the use of OKAPI BM25 model in text mining so as means of improving relevance ranking of digital libraries. Okapi BM25 model was selected because it is a probability-based relevance ranking algorithm. A case study research was conducted and the model design was based on information retrieval processes. The performance of Boolean, vector space, and Okapi BM25 models was compared for data retrieval. Relevant ranked documents were retrieved and displayed at the OPAC framework search page. The results revealed that Okapi BM 25 outperformed Boolean model and Vector Space model. Therefore, this paper proposes the use of Okapi BM25 model to reward terms according to their relative frequencies in a document so as to improve the performance of text mining in digital libraries.
Green Computing, eco trends, climate change, e-waste and eco-friendlyEditor IJCATR
This study focused on the practice of using computing resources more efficiently while maintaining or increasing overall performance. Sustainable IT services require the integration of green computing practices such as power management, virtualization, improving cooling technology, recycling, electronic waste disposal, and optimization of the IT infrastructure to meet sustainability requirements. Studies have shown that costs of power utilized by IT departments can approach 50% of the overall energy costs for an organization. While there is an expectation that green IT should lower costs and the firm’s impact on the environment, there has been far less attention directed at understanding the strategic benefits of sustainable IT services in terms of the creation of customer value, business value and societal value. This paper provides a review of the literature on sustainable IT, key areas of focus, and identifies a core set of principles to guide sustainable IT service design.
Policies for Green Computing and E-Waste in NigeriaEditor IJCATR
Computers today are an integral part of individuals’ lives all around the world, but unfortunately these devices are toxic to the environment given the materials used, their limited battery life and technological obsolescence. Individuals are concerned about the hazardous materials ever present in computers, even if the importance of various attributes differs, and that a more environment -friendly attitude can be obtained through exposure to educational materials. In this paper, we aim to delineate the problem of e-waste in Nigeria and highlight a series of measures and the advantage they herald for our country and propose a series of action steps to develop in these areas further. It is possible for Nigeria to have an immediate economic stimulus and job creation while moving quickly to abide by the requirements of climate change legislation and energy efficiency directives. The costs of implementing energy efficiency and renewable energy measures are minimal as they are not cash expenditures but rather investments paid back by future, continuous energy savings.
Performance Evaluation of VANETs for Evaluating Node Stability in Dynamic Sce...Editor IJCATR
Vehicular ad hoc networks (VANETs) are a favorable area of exploration which empowers the interconnection amid the movable vehicles and between transportable units (vehicles) and road side units (RSU). In Vehicular Ad Hoc Networks (VANETs), mobile vehicles can be organized into assemblage to promote interconnection links. The assemblage arrangement according to dimensions and geographical extend has serious influence on attribute of interaction .Vehicular ad hoc networks (VANETs) are subclass of mobile Ad-hoc network involving more complex mobility patterns. Because of mobility the topology changes very frequently. This raises a number of technical challenges including the stability of the network .There is a need for assemblage configuration leading to more stable realistic network. The paper provides investigation of various simulation scenarios in which cluster using k-means algorithm are generated and their numbers are varied to find the more stable configuration in real scenario of road.
Optimum Location of DG Units Considering Operation ConditionsEditor IJCATR
The optimal sizing and placement of Distributed Generation units (DG) are becoming very attractive to researchers these days. In this paper a two stage approach has been used for allocation and sizing of DGs in distribution system with time varying load model. The strategic placement of DGs can help in reducing energy losses and improving voltage profile. The proposed work discusses time varying loads that can be useful for selecting the location and optimizing DG operation. The method has the potential to be used for integrating the available DGs by identifying the best locations in a power system. The proposed method has been demonstrated on 9-bus test system.
Analysis of Comparison of Fuzzy Knn, C4.5 Algorithm, and Naïve Bayes Classifi...Editor IJCATR
Early detection of diabetes mellitus (DM) can prevent or inhibit complication. There are several laboratory test that must be done to detect DM. The result of this laboratory test then converted into data training. Data training used in this study generated from UCI Pima Database with 6 attributes that were used to classify positive or negative diabetes. There are various classification methods that are commonly used, and in this study three of them were compared, which were fuzzy KNN, C4.5 algorithm and Naïve Bayes Classifier (NBC) with one identical case. The objective of this study was to create software to classify DM using tested methods and compared the three methods based on accuracy, precision, and recall. The results showed that the best method was Fuzzy KNN with average and maximum accuracy reached 96% and 98%, respectively. In second place, NBC method had respective average and maximum accuracy of 87.5% and 90%. Lastly, C4.5 algorithm had average and maximum accuracy of 79.5% and 86%, respectively.
Web Scraping for Estimating new Record from Source SiteEditor IJCATR
Study in the Competitive field of Intelligent, and studies in the field of Web Scraping, have a symbiotic relationship mutualism. In the information age today, the website serves as a main source. The research focus is on how to get data from websites and how to slow down the intensity of the download. The problem that arises is the website sources are autonomous so that vulnerable changes the structure of the content at any time. The next problem is the system intrusion detection snort installed on the server to detect bot crawler. So the researchers propose the use of the methods of Mining Data Records and the method of Exponential Smoothing so that adaptive to changes in the structure of the content and do a browse or fetch automatically follow the pattern of the occurrences of the news. The results of the tests, with the threshold 0.3 for MDR and similarity threshold score 0.65 for STM, using recall and precision values produce f-measure average 92.6%. While the results of the tests of the exponential estimation smoothing using ? = 0.5 produces MAE 18.2 datarecord duplicate. It slowed down to 3.6 datarecord from 21.8 datarecord results schedule download/fetch fix in an average time of occurrence news.
Evaluating Semantic Similarity between Biomedical Concepts/Classes through S...Editor IJCATR
Most of the existing semantic similarity measures that use ontology structure as their primary source can measure semantic similarity between concepts/classes using single ontology. The ontology-based semantic similarity techniques such as structure-based semantic similarity techniques (Path Length Measure, Wu and Palmer’s Measure, and Leacock and Chodorow’s measure), information content-based similarity techniques (Resnik’s measure, Lin’s measure), and biomedical domain ontology techniques (Al-Mubaid and Nguyen’s measure (SimDist)) were evaluated relative to human experts’ ratings, and compared on sets of concepts using the ICD-10 “V1.0” terminology within the UMLS. The experimental results validate the efficiency of the SemDist technique in single ontology, and demonstrate that SemDist semantic similarity techniques, compared with the existing techniques, gives the best overall results of correlation with experts’ ratings.
Semantic Similarity Measures between Terms in the Biomedical Domain within f...Editor IJCATR
The techniques and tests are tools used to define how measure the goodness of ontology or its resources. The similarity between biomedical classes/concepts is an important task for the biomedical information extraction and knowledge discovery. However, most of the semantic similarity techniques can be adopted to be used in the biomedical domain (UMLS). Many experiments have been conducted to check the applicability of these measures. In this paper, we investigate to measure semantic similarity between two terms within single ontology or multiple ontologies in ICD-10 “V1.0” as primary source, and compare my results to human experts score by correlation coefficient.
A Strategy for Improving the Performance of Small Files in Openstack Swift Editor IJCATR
This is an effective way to improve the storage access performance of small files in Openstack Swift by adding an aggregate storage module. Because Swift will lead to too much disk operation when querying metadata, the transfer performance of plenty of small files is low. In this paper, we propose an aggregated storage strategy (ASS), and implement it in Swift. ASS comprises two parts which include merge storage and index storage. At the first stage, ASS arranges the write request queue in chronological order, and then stores objects in volumes. These volumes are large files that are stored in Swift actually. During the short encounter time, the object-to-volume mapping information is stored in Key-Value store at the second stage. The experimental results show that the ASS can effectively improve Swift's small file transfer performance.
Integrated System for Vehicle Clearance and RegistrationEditor IJCATR
Efficient management and control of government's cash resources rely on government banking arrangements. Nigeria, like many low income countries, employed fragmented systems in handling government receipts and payments. Later in 2016, Nigeria implemented a unified structure as recommended by the IMF, where all government funds are collected in one account would reduce borrowing costs, extend credit and improve government's fiscal policy among other benefits to government. This situation motivated us to embark on this research to design and implement an integrated system for vehicle clearance and registration. This system complies with the new Treasury Single Account policy to enable proper interaction and collaboration among five different level agencies (NCS, FRSC, SBIR, VIO and NPF) saddled with vehicular administration and activities in Nigeria. Since the system is web based, Object Oriented Hypermedia Design Methodology (OOHDM) is used. Tools such as Php, JavaScript, css, html, AJAX and other web development technologies were used. The result is a web based system that gives proper information about a vehicle starting from the exact date of importation to registration and renewal of licensing. Vehicle owner information, custom duty information, plate number registration details, etc. will also be efficiently retrieved from the system by any of the agencies without contacting the other agency at any point in time. Also number plate will no longer be the only means of vehicle identification as it is presently the case in Nigeria, because the unified system will automatically generate and assigned a Unique Vehicle Identification Pin Number (UVIPN) on payment of duty in the system to the vehicle and the UVIPN will be linked to the various agencies in the management information system.
Assessment of the Efficiency of Customer Order Management System: A Case Stu...Editor IJCATR
The Supermarket Management System deals with the automation of buying and selling of good and services. It includes both sales and purchase of items. The project Supermarket Management System is to be developed with the objective of making the system reliable, easier, fast, and more informative.
Energy-Aware Routing in Wireless Sensor Network Using Modified Bi-Directional A*Editor IJCATR
Energy is a key component in the Wireless Sensor Network (WSN)[1]. The system will not be able to run according to its function without the availability of adequate power units. One of the characteristics of wireless sensor network is Limitation energy[2]. A lot of research has been done to develop strategies to overcome this problem. One of them is clustering technique. The popular clustering technique is Low Energy Adaptive Clustering Hierarchy (LEACH)[3]. In LEACH, clustering techniques are used to determine Cluster Head (CH), which will then be assigned to forward packets to Base Station (BS). In this research, we propose other clustering techniques, which utilize the Social Network Analysis approach theory of Betweeness Centrality (BC) which will then be implemented in the Setup phase. While in the Steady-State phase, one of the heuristic searching algorithms, Modified Bi-Directional A* (MBDA *) is implemented. The experiment was performed deploy 100 nodes statically in the 100x100 area, with one Base Station at coordinates (50,50). To find out the reliability of the system, the experiment to do in 5000 rounds. The performance of the designed routing protocol strategy will be tested based on network lifetime, throughput, and residual energy. The results show that BC-MBDA * is better than LEACH. This is influenced by the ways of working LEACH in determining the CH that is dynamic, which is always changing in every data transmission process. This will result in the use of energy, because they always doing any computation to determine CH in every transmission process. In contrast to BC-MBDA *, CH is statically determined, so it can decrease energy usage.
Security in Software Defined Networks (SDN): Challenges and Research Opportun...Editor IJCATR
In networks, the rapidly changing traffic patterns of search engines, Internet of Things (IoT) devices, Big Data and data centers has thrown up new challenges for legacy; existing networks; and prompted the need for a more intelligent and innovative way to dynamically manage traffic and allocate limited network resources. Software Defined Network (SDN) which decouples the control plane from the data plane through network vitalizations aims to address these challenges. This paper has explored the SDN architecture and its implementation with the OpenFlow protocol. It has also assessed some of its benefits over traditional network architectures, security concerns and how it can be addressed in future research and related works in emerging economies such as Nigeria.
Measure the Similarity of Complaint Document Using Cosine Similarity Based on...Editor IJCATR
Report handling on "LAPOR!" (Laporan, Aspirasi dan Pengaduan Online Rakyat) system depending on the system administrator who manually reads every incoming report [3]. Read manually can lead to errors in handling complaints [4] if the data flow is huge and grows rapidly, it needs at least three days to prepare a confirmation and it sensitive to inconsistencies [3]. In this study, the authors propose a model that can measure the identities of the Query (Incoming) with Document (Archive). The authors employed Class-Based Indexing term weighting scheme, and Cosine Similarities to analyse document similarities. CoSimTFIDF, CoSimTFICF and CoSimTFIDFICF values used in classification as feature for K-Nearest Neighbour (K-NN) classifier. The optimum result evaluation is pre-processing employ 75% of training data ratio and 25% of test data with CoSimTFIDF feature. It deliver a high accuracy 84%. The k = 5 value obtain high accuracy 84.12%
Hangul Recognition Using Support Vector MachineEditor IJCATR
The recognition of Hangul Image is more difficult compared with that of Latin. It could be recognized from the structural arrangement. Hangul is arranged from two dimensions while Latin is only from the left to the right. The current research creates a system to convert Hangul image into Latin text in order to use it as a learning material on reading Hangul. In general, image recognition system is divided into three steps. The first step is preprocessing, which includes binarization, segmentation through connected component-labeling method, and thinning with Zhang Suen to decrease some pattern information. The second is receiving the feature from every single image, whose identification process is done through chain code method. The third is recognizing the process using Support Vector Machine (SVM) with some kernels. It works through letter image and Hangul word recognition. It consists of 34 letters, each of which has 15 different patterns. The whole patterns are 510, divided into 3 data scenarios. The highest result achieved is 94,7% using SVM kernel polynomial and radial basis function. The level of recognition result is influenced by many trained data. Whilst the recognition process of Hangul word applies to the type 2 Hangul word with 6 different patterns. The difference of these patterns appears from the change of the font type. The chosen fonts for data training are such as Batang, Dotum, Gaeul, Gulim, Malgun Gothic. Arial Unicode MS is used to test the data. The lowest accuracy is achieved through the use of SVM kernel radial basis function, which is 69%. The same result, 72 %, is given by the SVM kernel linear and polynomial.
Application of 3D Printing in EducationEditor IJCATR
This paper provides a review of literature concerning the application of 3D printing in the education system. The review identifies that 3D Printing is being applied across the Educational levels [1] as well as in Libraries, Laboratories, and Distance education systems. The review also finds that 3D Printing is being used to teach both students and trainers about 3D Printing and to develop 3D Printing skills.
Survey on Energy-Efficient Routing Algorithms for Underwater Wireless Sensor ...Editor IJCATR
In underwater environment, for retrieval of information the routing mechanism is used. In routing mechanism there are three to four types of nodes are used, one is sink node which is deployed on the water surface and can collect the information, courier/super/AUV or dolphin powerful nodes are deployed in the middle of the water for forwarding the packets, ordinary nodes are also forwarder nodes which can be deployed from bottom to surface of the water and source nodes are deployed at the seabed which can extract the valuable information from the bottom of the sea. In underwater environment the battery power of the nodes is limited and that power can be enhanced through better selection of the routing algorithm. This paper focuses the energy-efficient routing algorithms for their routing mechanisms to prolong the battery power of the nodes. This paper also focuses the performance analysis of the energy-efficient algorithms under which we can examine the better performance of the route selection mechanism which can prolong the battery power of the node
Comparative analysis on Void Node Removal Routing algorithms for Underwater W...Editor IJCATR
The designing of routing algorithms faces many challenges in underwater environment like: propagation delay, acoustic channel behaviour, limited bandwidth, high bit error rate, limited battery power, underwater pressure, node mobility, localization 3D deployment, and underwater obstacles (voids). This paper focuses the underwater voids which affects the overall performance of the entire network. The majority of the researchers have used the better approaches for removal of voids through alternate path selection mechanism but still research needs improvement. This paper also focuses the architecture and its operation through merits and demerits of the existing algorithms. This research article further focuses the analytical method of the performance analysis of existing algorithms through which we found the better approach for removal of voids
Decay Property for Solutions to Plate Type Equations with Variable CoefficientsEditor IJCATR
In this paper we consider the initial value problem for a plate type equation with variable coefficients and memory in
1 n R n ), which is of regularity-loss property. By using spectrally resolution, we study the pointwise estimates in the spectral
space of the fundamental solution to the corresponding linear problem. Appealing to this pointwise estimates, we obtain the global
existence and the decay estimates of solutions to the semilinear problem by employing the fixed point theorem
A tale of scale & speed: How the US Navy is enabling software delivery from l...sonjaschweigert1
Rapid and secure feature delivery is a goal across every application team and every branch of the DoD. The Navy’s DevSecOps platform, Party Barge, has achieved:
- Reduction in onboarding time from 5 weeks to 1 day
- Improved developer experience and productivity through actionable findings and reduction of false positives
- Maintenance of superior security standards and inherent policy enforcement with Authorization to Operate (ATO)
Development teams can ship efficiently and ensure applications are cyber ready for Navy Authorizing Officials (AOs). In this webinar, Sigma Defense and Anchore will give attendees a look behind the scenes and demo secure pipeline automation and security artifacts that speed up application ATO and time to production.
We will cover:
- How to remove silos in DevSecOps
- How to build efficient development pipeline roles and component templates
- How to deliver security artifacts that matter for ATO’s (SBOMs, vulnerability reports, and policy evidence)
- How to streamline operations with automated policy checks on container images
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfPaige Cruz
Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
How to Get CNIC Information System with Paksim Ga.pptxdanishmna97
Pakdata Cf is a groundbreaking system designed to streamline and facilitate access to CNIC information. This innovative platform leverages advanced technology to provide users with efficient and secure access to their CNIC details.
Sudheer Mechineni, Head of Application Frameworks, Standard Chartered Bank
Discover how Standard Chartered Bank harnessed the power of Neo4j to transform complex data access challenges into a dynamic, scalable graph database solution. This keynote will cover their journey from initial adoption to deploying a fully automated, enterprise-grade causal cluster, highlighting key strategies for modelling organisational changes and ensuring robust disaster recovery. Learn how these innovations have not only enhanced Standard Chartered Bank’s data infrastructure but also positioned them as pioneers in the banking sector’s adoption of graph technology.
Maruthi Prithivirajan, Head of ASEAN & IN Solution Architecture, Neo4j
Get an inside look at the latest Neo4j innovations that enable relationship-driven intelligence at scale. Learn more about the newest cloud integrations and product enhancements that make Neo4j an essential choice for developers building apps with interconnected data and generative AI.
Removing Uninteresting Bytes in Software FuzzingAftab Hussain
Imagine a world where software fuzzing, the process of mutating bytes in test seeds to uncover hidden and erroneous program behaviors, becomes faster and more effective. A lot depends on the initial seeds, which can significantly dictate the trajectory of a fuzzing campaign, particularly in terms of how long it takes to uncover interesting behaviour in your code. We introduce DIAR, a technique designed to speedup fuzzing campaigns by pinpointing and eliminating those uninteresting bytes in the seeds. Picture this: instead of wasting valuable resources on meaningless mutations in large, bloated seeds, DIAR removes the unnecessary bytes, streamlining the entire process.
In this work, we equipped AFL, a popular fuzzer, with DIAR and examined two critical Linux libraries -- Libxml's xmllint, a tool for parsing xml documents, and Binutil's readelf, an essential debugging and security analysis command-line tool used to display detailed information about ELF (Executable and Linkable Format). Our preliminary results show that AFL+DIAR does not only discover new paths more quickly but also achieves higher coverage overall. This work thus showcases how starting with lean and optimized seeds can lead to faster, more comprehensive fuzzing campaigns -- and DIAR helps you find such seeds.
- These are slides of the talk given at IEEE International Conference on Software Testing Verification and Validation Workshop, ICSTW 2022.
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
Generative AI Deep Dive: Advancing from Proof of Concept to ProductionAggregage
Join Maher Hanafi, VP of Engineering at Betterworks, in this new session where he'll share a practical framework to transform Gen AI prototypes into impactful products! He'll delve into the complexities of data collection and management, model selection and optimization, and ensuring security, scalability, and responsible use.
Enchancing adoption of Open Source Libraries. A case study on Albumentations.AIVladimir Iglovikov, Ph.D.
Presented by Vladimir Iglovikov:
- https://www.linkedin.com/in/iglovikov/
- https://x.com/viglovikov
- https://www.instagram.com/ternaus/
This presentation delves into the journey of Albumentations.ai, a highly successful open-source library for data augmentation.
Created out of a necessity for superior performance in Kaggle competitions, Albumentations has grown to become a widely used tool among data scientists and machine learning practitioners.
This case study covers various aspects, including:
People: The contributors and community that have supported Albumentations.
Metrics: The success indicators such as downloads, daily active users, GitHub stars, and financial contributions.
Challenges: The hurdles in monetizing open-source projects and measuring user engagement.
Development Practices: Best practices for creating, maintaining, and scaling open-source libraries, including code hygiene, CI/CD, and fast iteration.
Community Building: Strategies for making adoption easy, iterating quickly, and fostering a vibrant, engaged community.
Marketing: Both online and offline marketing tactics, focusing on real, impactful interactions and collaborations.
Mental Health: Maintaining balance and not feeling pressured by user demands.
Key insights include the importance of automation, making the adoption process seamless, and leveraging offline interactions for marketing. The presentation also emphasizes the need for continuous small improvements and building a friendly, inclusive community that contributes to the project's growth.
Vladimir Iglovikov brings his extensive experience as a Kaggle Grandmaster, ex-Staff ML Engineer at Lyft, sharing valuable lessons and practical advice for anyone looking to enhance the adoption of their open-source projects.
Explore more about Albumentations and join the community at:
GitHub: https://github.com/albumentations-team/albumentations
Website: https://albumentations.ai/
LinkedIn: https://www.linkedin.com/company/100504475
Twitter: https://x.com/albumentations
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...Neo4j
Leonard Jayamohan, Partner & Generative AI Lead, Deloitte
This keynote will reveal how Deloitte leverages Neo4j’s graph power for groundbreaking digital twin solutions, achieving a staggering 100x performance boost. Discover the essential role knowledge graphs play in successful generative AI implementations. Plus, get an exclusive look at an innovative Neo4j + Generative AI solution Deloitte is developing in-house.
Pushing the limits of ePRTC: 100ns holdover for 100 daysAdtran
At WSTS 2024, Alon Stern explored the topic of parametric holdover and explained how recent research findings can be implemented in real-world PNT networks to achieve 100 nanoseconds of accuracy for up to 100 days.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Climate Impact of Software Testing at Nordic Testing DaysKari Kakkonen
My slides at Nordic Testing Days 6.6.2024
Climate impact / sustainability of software testing discussed on the talk. ICT and testing must carry their part of global responsibility to help with the climat warming. We can minimize the carbon footprint but we can also have a carbon handprint, a positive impact on the climate. Quality characteristics can be added with sustainability, and then measured continuously. Test environments can be used less, and in smaller scale and on demand. Test techniques can be used in optimizing or minimizing number of tests. Test automation can be used to speed up testing.
Monitoring Java Application Security with JDK Tools and JFR Events
ICT: A Cornerstone for Effective Weather Forecasting
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ICT: A Cornerstone for Effective Weather
Forecasting
Onu Fergus U.
Department of Computer Science, Ebonyi
State University,
Abakaliki-Nigeria
Nwagbo Chioma L.
Department of Computer Science,
Nwafor Orizu College of Education,
Nsugbe-Nigeria
Abstract: Weather conditions continue to change at uncontrolable rate. The continous change bring
about unberable hazard which needs high precision tools for its control. The global community have
understood that the potential magnitude, harshness and impact of the symptoms of weather changes
such as: global warming, loss of crops through over extensive periods of drought, unpredictable
rainfall patterns, melting glaciers, displaced populations in search of refuge after floods, or entire
villages devastated by the cruel force of cyclones and hurricanes on upcoming generations will be very
intense. It is therefore assumed that information and communication technology is a key technology
tools which can be used to ease, adapt to and monitor Weather condition. This paper therefore
examines the linkage between Information and Communications Technologies (ICTs) and Weather
Forecasting; it also looked into the signs and effects of Weather condition and the ICT solutions. It was
deduced that ICTs not only help in advanced weather forecasting and climate monitoring, but are very
essential in information circulation to a large audience through mobile devices. Finally, this paper,
recommends solutions on how proposed information and communication technology strategies can be
adopted to alleviate, adapt to and monitor weather condition.
Keywords: ICT, Weather forecasting, Mitigating Weather change, monitoring Weather condition,
adapting to Weather condition, role of ICT in Weather forecasting,
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1. INTRODUCTION
The world today is constantly experiencing
changes in weather conditions, which its
negative impacts include: global warming,
floods, droughts, heat waves, etc. These harsh
weather conditions affect both developing and
developed countries although the
poor/developing countries are most hit. [1]
asserts that “Africa is hardest hit due to it’s rich
industrialized countries in the North that are
responsible for 75 percent of green house gas
emissions. Zimbabwe is suffering more in
Africa, showing the effect of weather change
risks which is felt more by the poor now and in
the near future.” Furthermore, some nations
who do not contribute negatively to weather
change and others whose contributions to
weather change are minimal are also being
affected by the negative consequences of
weather change are frequently and greatly
affected more than the real culprits.
It is a sad fact that more people are dying now
than ever before and more diseases are
surfacing as a result of weather change and
more property is being destroyed now than ever
before due to weather conditions. Weather
change has and continues to be a major
economic setback for most people especially in
developing countries. The Fourth Assessment
Report of the Inter-governmental Panel on
Climate Change indicated that Africa will suffer
the most from the impacts of climate change.
Forecasting is used to analyze long/short and
isolated series of weather problems, whose data
are often collected via files, input/sensing
devices and processed or run using Hybrid
computers.
When numerous items such as weather
condition must be forecasted on a frequent
regular basis, the uses of pre-defined or
automatic forecasting techniques are
critical. Weather forecasting systems must
not only meet global information reports
for accuracy but also for processing speed and
robustness in adapting to and monitor Weather
conditions. [2]
Weather Forecasting is therefore the prediction
of change in weather condition to determine the
signs, possible impact, location and effects of
Weather change. These forecast of weather
changes are achieved through Information and
Communication Technologies (ICT) which is a
key technology for weather forecasting. ICTs
not only help in advanced weather forecasting
and climate monitoring, but are very essential in
information circulating to large global
audiences. It can help address major adaptation
risks such as food and water shortages through
providing early warning systems and better
monitoring of soil conditions and water quality.
2. THE OBJECTIVE OF THE
STUDY IS TO:
Determine the link between ICT and weather
forecasting.
Explain the use of ICTs information dispersal
to people who could be affected in order
to adapt to the effects of weather
change.
Document signs and effects of weather
change.
Articulate the causes of weather change.
Establish the role of ICTs in adapting to
weather change.
Determine the role of ICTs in mitigating
weather change.
Reduction of high risk in weather changes
through Risk analysis.
2.1 Use Of Icts For The Dispersal
Of Weather Change Information
From 1980-2005, over 7,000 natural disasters
happened worldwide in which millions of lives
were lost. Ninety percent of these disasters were
caused by weather and water connected events
such as floods, cyclones and droughts [3]. on
the other hand, we will show how the science of
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weather forecasting and weather monitoring,
which is serious to reducing such high casualty
rates, is being advanced by the development in
ICTs.
The Nairobi Framework[16], adopted in 2006,
aims to assist all United Nations Framework
Convention on Climate Change (UNFCCC)
reporting Parties, in meticulous developing
countries, including the Least Developed
Countries (LDCs) and Small Island Developing
States (SIDS), to pick up their understanding
and assessment of impacts, openness and
adaptation, and to make informed result on
practical adaptation actions and measures to
respond to weather change on a sound
scientific, technical and socioeconomic basis,
taking into report current and future change in
weather condition and variability. As part of its
commitment to contribute to the battle against
weather change, the International
Telecommunication Union (ITU) is a partner of
the Nairobi Framework programme.
The ITU is the particular agency of the United
Nations responsible for information and
communications technologies (ICTs). Its
membership, comprising 192 governments and
over 700 private companies, has called for the
ITU to take the lead in appealing the global
community (including the UN system and the
ICT industry, as well as academia and NGOs)
to address weather change through the use of
ICTs.[4],[5].
2.2 Signs and Effects Of Weather
Change
Weather change can have serious
developmental effects that hit particularly hard
those countries that are already experiencing the
hardships of poverty and marginalization. From
the foregoing statement, it is crystal clear that
weather change has developmental effects
especially on poor developing nations.
Regarding the main characteristics of weather
change, the United Nations Framework
Convention on Climate Change [6] , increases
in average global temperature (global
warming); changes in cloud cover and
precipitation particularly over land; melting of
ice caps and glaciers and reduced snow cover;
and increases in ocean temperatures and ocean
acidity – due to seawater absorbing heat and
carbon dioxide from the atmosphere. Global
warming has changed the type, frequency and
intensity of extreme events, such as heat waves,
tropical cyclones (including hurricanes and
typhoons), floods, droughts and heavy
precipitation.
UNFCCC establishes that Africa is already a
continent under pressure from climate stresses
and is highly vulnerable to the impacts of
climate change. They noted famine and
widespread disruption of socio-economic well-
being as some of these impacts in Africa [2].
Migration of the malaria mosquito to higher
altitudes will expose large numbers of
previously unexposed people to infection in the
densely populated east African highlands.
Weather change is an added stress to already
threatened habitats, ecosystems and species in
Africa, and is likely to trigger species migration
and lead to habitat reduction.
Report from the investigate carried out in
Zimbabwe on effects of weather change on
agriculture[7]. In their study, it was found out
that weather change negatively affects maize
production and some areas in Zimbabwe might
be turned into non-maize producing as a result
of drought. Further to that, Zimbabwe’s Initial
National Communication under the United
Nations Framework Convention on
Climate/weather Change indicates that weather
change has adverse effects on human health for
instance, in Zimbabwe; the incidence of malaria
was very high after heavy rains and high
temperatures throughout the country. Due to
weather change, Zimbabwe is experiencing an
increase in the frequency of floods.[8],[9].
Looking at the African continent the main
impact of weather/ climate change on the
continent will be increased frequency of natural
disasters, droughts, floods and other weather
extremes that lead to loss of life, economic
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disruptions, social unrest and forced migration
as well as major environmental problems.[10]
Russell went on to say “prolonged drought
periods will cause stress on water resources and
reduce food security due to diminished
agricultural productivity, increase outbreaks of
vector borne diseases and other health impacts.
All the above cases of the effects and signs of
weather change point to the fact that developing
countries are experiencing the negative impacts
of weather change. This problem is not
affecting only developing countries but all
countries in the world. Weather change is a
global problem which requires collective
solutions and collective effort from all countries
[9].
2.3. Causes Of Weather Change
There are two classes of causes of climate
change namely natural causes and man-made
causes. International Telecommunication Union
(ITU) went to say that natural causes include
variations in solar radiation, volcanic activity
and so on[5]. They Further, asserts that man-
made weather change is of major concern
because it appears to be leading to a progressive
and accelerating warming of the planet, as a
result of the release of greenhouse gases
(GHG), primarily carbon-based emissions. On
the other hand, the United Nations Framework
Convention on Climate Change names two
major causes of weather change which are
rising fossil fuel burning and land use changes.
The United Nations Framework Convention on
Climate Change notes that these two activities
have emitted, and are continuing to emit,
increasing quantities of greenhouse gases (such
as carbon dioxide, methane, and nitrogen
dioxide) into the Earth’s atmosphere. A rise in
these gases has caused a rise in the amount of
heat from the sun withheld in the Earth’s
atmosphere, heat that would normally be
radiated back into space. This increase in heat
has led to the greenhouse effect, resulting in
weather/climate change [11],[12].
it is clear that human activity is the major
contributor to weather change.
2.4. The Role of ICTs In
Adapting To Weather Change.
Some adaptation strategies have been proposed
in earlier researches such as Zimbabwe’s Initial
National Communication under the United
Nations Framework Convention on Climate
Change [7] ,[13]. However, the strategies
proposed in the context of a developing country
Wireless communications and Early Warning
Systems are adopted to facilitate efficient
disaster warning and emergency response.
Global e-Sustainability Initiative proposes
solutions which are not very much special from
the above solutions. Some of the examples of
ICT solutions for adaptation proposed by
Global e-Sustainability Initiative consist of,
early warning systems where ICT systems are
used to provide people with warnings and
information regarding threats like extreme
weather events, smart planning in which ICT
systems are used to improve urban and rural
planning and solutions can be tested based upon
their resilience, e-health where smart ICT can
bring down costs for health and permit correct
treatment, especially in case of pandemics and
new health challenges where local knowledge
might be lacking and lastly education where
ICT can help reduce costs, enable access and
develop the quality of education through
telecentre, use of e-learning systems.[14],[15].
IPCC report on weather change tackles the
priorities of developing countries through
adaptation (i.e. recovery and adjustment in the
face of change in weather conduction)[11].
IPCC further asserts that the potential of ICTs
in adapting to weather change is now evident in
use of devices like mobile phones and other
applications used in adapting to climate
change[11] investigate.
2.5 The Role of ICTs In
Mitigating Weather Changes
Information and communication technologies
(including radio and telecommunication
technologies, standards and supporting
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publications) are being used for weather
forecasting, climate monitoring, predicting,
detecting and mitigating the effects of natural
disasters. [12]ITU cites technologies which
allow remote monitoring and data collection
using ICT-equipped sensors (telemetry). In
addition to that, they also cites aerial
photography, satellite imagery, grid technology
and in particular the use of global positioning
by satellite (GPS) for tracking slow, long-term
movement, for instance of glaciers or ice
floes.[2].
Satellites and weather radars also track the
advancement of hurricanes and typhoons and
tracking tornadoes, thunderstorms, and the
effluent from volcanoes and major forest fires.
Also, the radio-based meteorological aid
systems accumulate and process weather data. It
is further asserted that distant from monitoring
the effects of climate change, ICTs have as well
proved invaluable in computer modeling of the
earth’s atmosphere [12].
Further to that supercomputers are being used
in meteorological services to produce complex
general circulation models of weather. Further,
different radio-communication systems
(satellite and terrestrial) are used for
dissemination of information concerning
diverse natural and man-made disasters [12].
In addition to the foregoing solutions, ITU
indicates that the role of ICTs in weather
/climate monitoring is shown in the structure of
the World Meteorological Organization’s
(WMO) World Weather Watch (WWW), which
involves three integrated core system
components as follows:
• The Global Observing System (GOS)
that provides observations of the
atmosphere and the Earth’s surface
(including oceans) from the globe and
from outer space. The GOS uses
remote sensing equipment placed on
satellites, aircraft, radios and relay
data to environment control centers.
• The Global Telecommunication
System (GTS) — radio and
telecommunication networks for real-
time exchange of a huge volume of
data between meteorological centers.
• The Global Data Processing System
(GDPS) — thousands of linked mini,
micro and supercomputers, processes
an enormous number of
meteorological data and generates
warnings and forecasts. [7], [10].
From the above discussion, it is clear that ICTs
play a major role in monitoring weather change
through helping with data collection,
dissemination, storage, collaboration,
processing and management.
2.6 Risk Analysis
ICT as well as remote sensing and geographic
information systems have extended the
possibilities for risk assessment of multiple
hazards and enabled the development of
different scenarios and contingency plans. Risk
analysis includes: risk maps, hazard maps, and
scenario maps. Risk analysis is as a result a key
component in developing a disaster risk
reduction strategy by establishing the links
between exposure to hazards, level of
vulnerabilities and the capacity to cope [9]. We
all know that information and communications
technologies (ICTs) have revolutionized our
world...ICTs are also very important to
confronting the troubles we face as a planet: the
threat of climate change...Indeed ICTs are
element of the solution. Already these
technologies are being used to cut emissions
and help countries adapt to the effects of
climate change...Governments and industries
that embrace a tactic of green growth will be
environmental champions and economic leaders
in the twenty-first century.[16],[17].
The impact of global warming on the world’s
weather condition to date is fairly small
evaluated with what can be expected in the
future, even if the raise in greenhouse gas
emissions is stabilized. moreover, the results are
likely to be highly irregular in their distribution,
with low-lying coastal areas (such as little
island developing States, the Bangladesh delta
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and the Netherlands) at risk because of rising
sea levels; sub-Saharan Africa at risk because of
desertification; a growing number of
environmental refugees; and improved pressure
on sources of fresh water and on vulnerable
ecosystems such as coral reefs, tundra and
coastal wetlands.[16],[18].
2.7. Link Between ICT and
Weather Forecasting
Weather change endangers the quality and
availability of human resources. Adequate
weather forecasting information can be passed
through radio Broadcast or TV networks
supplemented by text messages to offer alerts
to the communities at risk, but access to the
internet is needed to provide reference
information, datasets and adaptation plans.
wireless phone networks with internet browsing
capability are being extended to bring
adaptation forecasting information to remote
communities.
Monitoring environmental and soil conditions
using ICTs makes farming more profitable and
sustainable. Better water management[18]
using ICTs improves the overall effectiveness
of water use, providing significant savings and a
more sustainable use of water resources [14]
The foremost areas where ICT could play a
pivotal role in water management and weather
forecasting are show below: See figure 1.
3. METHODOLOGY
3.1 Using Telecommunication
Network For Weather
Forecasting.
Extensive weather station networks are desired
for monitoring key weather parameters such as
wind speed, precipitation, barometric pressure,
soil moisture, wind direction, air temperature
and relative humidity. These parameters may be
used together for forecasting and for weather
modeling. The technologies needed comprise
weather satellites and both local and remote
automated weather stations. Just as with
telecommunications networks in general, there
are logistical and financial problems in
achieving satisfactory global coverage to collect
the required data.[14]
For Satellite observation, visible spectrum
cameras are used to detect storms and
deforestation. Infrared cameras are for
discovering cloud and surface temperatures, sea
level rise and particle detectors of solar
emissions. The Geostationary Operational
Environmental Satellites [4][12], and others, are
able of making these observations, which are
essential in providing input to weather
forecasting and weather change models.
Emphasis is on improving coverage of space
and land based sensors. Fine resolutions are
needed, with regular updates, to provide the
most accurate forecasts. For instance the
European Meteosat-8 located over the Atlantic
Ocean at 0o longitude provides an operational
European 'rapid scan' mode service, which
initiated in the second quarter of 2008 (with
images of Europe every 5 minutes)[13].
Meteosat-9 also at 0o offers the main full earth
imagery service over Europe and Africa (with
images every 15-minutes). More work is needed
to set up whether Africa and other developing
regions could benefit from dedicated weather
satellites, with enhanced resolution over their
regions, to match the standards of weather
change forecasting in developed regions[12].
Weather forecasting information are
Broadcasted through wireless phone networks
,bringing solution to the problems of
providing sufficient mobile base station
coverage and land based weather stations[15]
Up to 5,000 automatic weather stations are
needed to be installed at cellular sites across
Africa. This will increase broadcasting of
weather information via wireless phones to
users and communities, including remote
farmers and fishermen.
Supercomputers are being used for weather
Forecasting, for accuracy in weather (general
circulation) modeling, is being continuously
improved through better understanding of the
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basic science (including the impacts of clouds).
For instance, advances in the technology, as
observed by Moore’s law, whereby the
processing power of computers adds every two
years, and more data gathering through weather
and environmental sensors connected to
telecommunication networks. In order to make
appropriate information available to local
communities these models are being extended
to predict changes in regional and local weather
and sea level extremes.[14].
4. DISCUSSION
This work discussed the major causes of
weather change, signs of weather change and its
effects. The function of information and
communication technologies in mitigating,
adapting to and monitoring weather change was
also discussed. From the above review the
major contributor to weather change is human
activity notably the emission of green house
gases into the atmosphere. Therefore ICTs have
huge potential to mitigate, adapt to and monitor
weather change in developing countries despite
the fact that these countries are facing a lot of
challenges that are making it difficult to apply
some of the proposed solutions.
5. CONCLUSION
This paper examined the linkage between ICTs
and Weather Forecasting, the signs and effects
of weather condition and the ICT solutions. The
role of information and communication
technologies in mitigating, adapting to and
monitoring weather change was also discussed.
From the above discussion it is clear that the
major contributor to weather change is human
activity: the emission of green house gases into
the atmosphere.[2].
The paper reached the conclusion that ICTs is a
corner stone which have huge potential to
mitigate, adapt to and monitor weather change
in developing countries even though these
countries are facing a lot of challenges that are
making it difficult to implement some of the
proposed solutions.
In the area of weather change adaptation, ICT
based strategies include,
i) Infrastructure innovation which is aimed at
reducing energy consumption and
Green House gases (GHGs),
ii) behavioral change and green enablement
which focuses on need for global measurement
and tracking of carbon reduction, as well
as tools that impact positive behavioral change
including software tools for measuring carbon
footprint, and the use of innovative
technologies and opportunities that reduce
travel and transportation and
iii) Energy efficiency of data centers, electronic
devices and solutions. As regards to weather
change monitoring, ICTs can be used for
weather forecasting, weather monitoring,
predicting, detecting and mitigating the effects
of natural disasters. Some of the ICTs that can
be used in this area include
iv) The Global Observing System (GOS) which
provides observations of the atmosphere and the
Earth’s surface (including oceans)
from the globe and from outer space,
v) The Global Telecommunication System
(GTS) which are radio and telecommunication
networks for real-time exchange of a huge
volume of data between meteorological centers
and
vi) The Global Data Processing System (GDPS)
where many networked mini, micro and
supercomputers, processes an massive
volume of meteorological data and generates
warnings and forecasts.
6 RECOMMENDATIONS
Weather change is global problem which
implies that global solution which is based on
use of ICT is required via:
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• Addressing Weather problems at
national level by each and every
country through creating a budget for
weather change. Developing countries
that do not have the needed ICT
infrastructure can improve through
the use of the money each country
budget’s for weather change. On
setting up the infrastructure, it is
recommended that each government
must use green technologies only.
• Mitigating weather change, all
involved in the ICT sector, the
education sector and the media must
take an active role in disseminating
information not only about the role of
ICTs in mitigating weather change
but also about the need for every
person to reduce emissions of GHGs
into the atmosphere.
• Educational administrators and
institutions must include weather
change in their curriculum from the
lowest level possible to the highest
level.
• Further, the ICT sector should
develop affordable software tools that
can measure the carbon foot print
since it is expensive to import
software which was developed
elsewhere.
• All private and public owned
companies should have software tools
which measure its carbon foot print.
This is very important because it is
difficult to reduce the CO2 emissions
if we cannot measure the carbon
footprint,
7. REFERENCE
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[2] Zanamwe and Okunoye 2013.” Role of
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ICT IN WATER
MANAGEMENT
MAPPING OF
WATER
RESOURCES AND
WEATHER
FORECASTING
ASSET
MANAGEMENT FOR
THE WATER
DISTRIBUTION
NETWORK
SETTING UP EARLY
WARNING SYSTEM AND
MEETING WATER DEMAND
IN CITIES OF THE FUTURE
Remote sensing
from satellites
In- situ terrestrial
sensing systems
Geographical
information
systems
internet
Buried asset
identification and
electronic tagging
Smart pipes
Just in time
repairs/ real time
risk assessment
Rain/Storm water
Harvesting
Flood
management
Managed aquifer
recharged
‘Figure 1’: ITU-T Technology Report, Major Areas for ICT in Water Management [6].
9. International Journal of Computer Applications Technology and Research
Volume 6–Issue 3, 121-129, 2017, ISSN:-2319–8656
www.ijcat.com 129
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