The South African Weather Service (SAWS) provides essential weather forecasting and climate services through specialized divisions. SAWS forecasts help prepare South Africa for weather events and support important industries. SAWS also enhances regional cooperation by providing forecasts to neighboring countries and implementing projects like the Severe Weather Warning System and Flash Flood Guidance System across Southern Africa. SAWS ensures access to accurate, life-saving weather information through continuous monitoring, research, and global collaboration.
Remote Sensing Method for Flood Management SystemIJMREMJournal
Flood occurred when heavy and continuous rainfall exceeding the absorptive capacity of soil and the flow
capacity of rivers, streams, and coastal areas. Land areas that are most subjected to floods are areas situated
adjacent to rivers and streams, that are known as floodplain and therefore considered as “flood-prone”. These
areas are hazardous to development activities if the vulnerability of those activities exceeds an acceptable level.
The main objectives of this study are; to identify floodplains and other susceptible areas, and to assess the
extent of disaster impact in the study area which is located at Kota Tinggi, Johor, Malaysia. This area
experienced an unprecedented flood during December of 2006 to January of 2007.Questions such as how often
and how long the floodplain will be covered by water, and at what time of year flooding can be expected need to
be answered. Thus, an understanding of the dynamic nature of floodplains is greatly required. Multi-temporal
Radarsat-1images, Landsat ETM+ image, topographical maps and land use maps were used in this study for
the purpose of delineating the flood extend before, during and after the flood event. DEM acquired from
topographic map is used to derive flood depth. The final outputs of this study are flood extent and flood depth
maps where both of these maps show the impact of the flood to environment, lives and properties. This map is
also important and can be applied to develop a comprehensive relief effort immediately after flooding.
This document discusses the application of radar remote sensing in flood management. It begins with introductions to radar remote sensing and flood management. Radar can be used for near real-time flood monitoring, assessing the nature of floods, and mapping of flood prone areas. Both ground-based and satellite radar data can be integrated. Digital elevation models generated from radar and other data sources are useful for flood management tasks like delineating watersheds and drainage networks. The document provides examples of how synthetic aperture radar images can be used to map flood extent, even in areas obscured by vegetation.
This document discusses the role of remote sensing and GIS in disaster management. It begins with an introduction to disaster management cycles and then describes how remote sensing is used across different stages of disasters like cyclones, earthquakes, and floods for tasks such as early warning, damage assessment, and recovery planning. It provides examples of various satellites used for monitoring different disasters. The document emphasizes that while hazards cannot be prevented, remote sensing can play a key role in minimizing loss of life through preparedness, response, and rebuilding efforts after disasters strike.
This document discusses the use of Geographic Information Systems (GIS) in disaster management. It begins with introductions to disaster management and GIS. It then reviews literature on previous applications of GIS to flood risk management and urbanization. The document presents two case studies, one on using GIS to manage flood risk in Allahabad, India, and another on tsunami risk analysis and evacuation planning in Gocek, Turkey. Both cases demonstrate how GIS can be used to map hazardous areas, infrastructure, and plan emergency responses. The document concludes that GIS is a valuable tool for disaster managers to obtain spatial data and visualize information needed for planning and response.
This document discusses the use of geographic information systems (GIS) in emergency management. It defines emergency management as applying science, technology, planning and management to deal with extreme events that can harm people and property. The key roles of GIS in emergency management are discussed, including mitigation, preparedness, response and recovery phases. A case study is presented on using GIS-based network modeling to allocate emergency resources like hospitals, shelters and supplies to affected areas during disasters. The methodology, prototype model and results for Chennai, India are described, showing how GIS can optimize resource allocation and routing to impacted locations.
The document summarizes India's tsunami warning system, which includes estimating earthquake parameters from seismic stations, monitoring sea level changes with bottom pressure recorders and tide gauges, pre-running tsunami modeling scenarios based on different seismic events, maintaining high-resolution bathymetry and coastal maps, and operating a 24/7 warning center to analyze data and issue advisories. The system detected and warned of the 2007 Java tsunami in a timely manner to help administration and possible evacuation.
The document discusses risk assessment and mitigation within a tsunami forecasting and early warning framework, using the port city of Galle, Sri Lanka as a case study. It covers the following key points:
1. It provides background on coastal hazards and risk assessment initiatives in the Indian Ocean, including the establishment of the Indian Ocean Tsunami Warning System.
2. It describes a case study conducted on tsunami risk assessment and management in Galle, presenting the methodology and results in text boxes within each chapter.
3. It discusses enhancing risk assessment capabilities within a tsunami forecasting framework, including using scenario modeling for long-term forecasting and risk assessment to serve operational, hazard assessment and research needs
Remote Sensing Method for Flood Management SystemIJMREMJournal
Flood occurred when heavy and continuous rainfall exceeding the absorptive capacity of soil and the flow
capacity of rivers, streams, and coastal areas. Land areas that are most subjected to floods are areas situated
adjacent to rivers and streams, that are known as floodplain and therefore considered as “flood-prone”. These
areas are hazardous to development activities if the vulnerability of those activities exceeds an acceptable level.
The main objectives of this study are; to identify floodplains and other susceptible areas, and to assess the
extent of disaster impact in the study area which is located at Kota Tinggi, Johor, Malaysia. This area
experienced an unprecedented flood during December of 2006 to January of 2007.Questions such as how often
and how long the floodplain will be covered by water, and at what time of year flooding can be expected need to
be answered. Thus, an understanding of the dynamic nature of floodplains is greatly required. Multi-temporal
Radarsat-1images, Landsat ETM+ image, topographical maps and land use maps were used in this study for
the purpose of delineating the flood extend before, during and after the flood event. DEM acquired from
topographic map is used to derive flood depth. The final outputs of this study are flood extent and flood depth
maps where both of these maps show the impact of the flood to environment, lives and properties. This map is
also important and can be applied to develop a comprehensive relief effort immediately after flooding.
This document discusses the application of radar remote sensing in flood management. It begins with introductions to radar remote sensing and flood management. Radar can be used for near real-time flood monitoring, assessing the nature of floods, and mapping of flood prone areas. Both ground-based and satellite radar data can be integrated. Digital elevation models generated from radar and other data sources are useful for flood management tasks like delineating watersheds and drainage networks. The document provides examples of how synthetic aperture radar images can be used to map flood extent, even in areas obscured by vegetation.
This document discusses the role of remote sensing and GIS in disaster management. It begins with an introduction to disaster management cycles and then describes how remote sensing is used across different stages of disasters like cyclones, earthquakes, and floods for tasks such as early warning, damage assessment, and recovery planning. It provides examples of various satellites used for monitoring different disasters. The document emphasizes that while hazards cannot be prevented, remote sensing can play a key role in minimizing loss of life through preparedness, response, and rebuilding efforts after disasters strike.
This document discusses the use of Geographic Information Systems (GIS) in disaster management. It begins with introductions to disaster management and GIS. It then reviews literature on previous applications of GIS to flood risk management and urbanization. The document presents two case studies, one on using GIS to manage flood risk in Allahabad, India, and another on tsunami risk analysis and evacuation planning in Gocek, Turkey. Both cases demonstrate how GIS can be used to map hazardous areas, infrastructure, and plan emergency responses. The document concludes that GIS is a valuable tool for disaster managers to obtain spatial data and visualize information needed for planning and response.
This document discusses the use of geographic information systems (GIS) in emergency management. It defines emergency management as applying science, technology, planning and management to deal with extreme events that can harm people and property. The key roles of GIS in emergency management are discussed, including mitigation, preparedness, response and recovery phases. A case study is presented on using GIS-based network modeling to allocate emergency resources like hospitals, shelters and supplies to affected areas during disasters. The methodology, prototype model and results for Chennai, India are described, showing how GIS can optimize resource allocation and routing to impacted locations.
The document summarizes India's tsunami warning system, which includes estimating earthquake parameters from seismic stations, monitoring sea level changes with bottom pressure recorders and tide gauges, pre-running tsunami modeling scenarios based on different seismic events, maintaining high-resolution bathymetry and coastal maps, and operating a 24/7 warning center to analyze data and issue advisories. The system detected and warned of the 2007 Java tsunami in a timely manner to help administration and possible evacuation.
The document discusses risk assessment and mitigation within a tsunami forecasting and early warning framework, using the port city of Galle, Sri Lanka as a case study. It covers the following key points:
1. It provides background on coastal hazards and risk assessment initiatives in the Indian Ocean, including the establishment of the Indian Ocean Tsunami Warning System.
2. It describes a case study conducted on tsunami risk assessment and management in Galle, presenting the methodology and results in text boxes within each chapter.
3. It discusses enhancing risk assessment capabilities within a tsunami forecasting framework, including using scenario modeling for long-term forecasting and risk assessment to serve operational, hazard assessment and research needs
1. The document outlines the curriculum and lesson plans for an English language classroom for young students. It includes introductions of self, greetings, classroom objects, colors, days of the week, locations in the school, and routines.
2. Several songs and chants are provided to help teach the vocabulary and routines, including songs about greetings and saying goodbye.
3. Guidelines are given for classroom rules and behavior, including speaking quietly, raising hands, and working effectively in groups.
Huntingdon Fusion Techniques Limited is a UK-based company established in 1975 that designs and develops weld purging accessories and pipe plugging systems. It has grown into a multi-million pound organization through acquisitions and expanding its factory in Wales. The company produces a range of products including inflatable pipe purging systems, weld purging monitors, and pipe plugs that are sold internationally through an exclusive distributor network to industries involving welding such as construction, aerospace, and shipbuilding.
Advantis consulting 2011 - dynamic and cutting edge business improvement specialists. Enabling sustainably Business Improvement through Education and Engagement.
Nalacity Museum | August-September 2011
Nalacity Museum adalah dokumentasi penghargaan bagi semua orang-orang yang telah berkontribusi dalam program pemberdayaan Orang Yang Pernah Menderita Kusta (OYPMK) Nalacity Foundation.
Personal Learning Networks: Digital Educationburtoh
This document discusses strategies for coping with online education. It suggests that educators can help students cope with distance learning by structuring programs and courses to be supportive. Specifically, it recommends improving existing online programs by adding new methods and technologies, and advising students on how to approach distance education, common pitfalls, and techniques for being successful. The document also references a study on an online degree program that sought to gain student and staff perspectives on improving online class materials, support, and lifestyle for students.
Kukier chaney-2005-effect of biosolids on phytoavailability of cdDeirdre Bingman
Researchers studied the effect of long-term biosolids application on cadmium (Cd) phytoavailability in soils. Soils from fields amended with biosolids up to 24 years prior still showed reduced Cd uptake by romaine lettuce compared to unamended soils. The biosolids provided long-term protection by keeping Cd in a less available form. Modern high-quality biosolids contain low Cd levels and Cd:Zn ratios, preventing high Cd accumulation in crops since zinc inhibits Cd uptake and availability.
Lashou is a Chinese social commerce company that connects online and offline consumers and merchants. It offers deals on both products and services through its website and mobile apps. The company has tailored Groupon's deal model to the Chinese market by focusing on sustainable merchant partnerships, multiple deals, and guarantees. It has become the largest independent social commerce platform in China based on monthly visits and offerings. Lashou aims to continue innovating its business model and executing strongly through technology and operations to maintain its leading position.
CasBase is an open source project that aims to add secondary indexing capabilities to Apache Cassandra similar to relational databases by implementing techniques like composite columns, hashed and ordered buckets for indexing, and custom data types to support null values. The presentation discusses the motivation for CasBase, how it implements various indexing approaches like unique and non-unique indexes, and deals with challenges of Cassandra's data model like null values. CasBase is available on GitHub and provides a concrete way to build indexes in Cassandra through its API.
Canadian Oil Sands: The lesser of several evilsWayne Dunn
The overall industry social license for the Canadian Oil Sands sector is under attack internationally and domestically. This piece explores that challenge and the role that government action and inaction has played in it.
To keep updated on postings and events go to www.csrtraininginstitute.com and sign up for the newsletter. If interested the CSR Knowledge Centre http://bit.ly/CSRknowledge contains a series of short, pragmatic articles on CSR Strategy, Management and related areas.
This document provides an introduction to Internet Protocol version 6 (IPv6). It begins with an abstract describing the objective and scope, which is to explain IPv6 in a simple way for technical and non-technical readers. It then covers key aspects of IPv6 including the 128-bit address format, address types (unicast, multicast, anycast), address scopes (link-local, site-local, global), differences from IPv4, and the need to migrate from IPv4 to IPv6 due to the exhaustion of IPv4 addresses. It also discusses Malaysia's targets for IPv6 adoption and how IPv6 provides improved security over IPv4.
SSA 2015 Onderzoek "Integrale Beveiliging: Hoe werken IT beveiliging en fysie...Peter Vermeulen
Onderzoek ten behoeve van Safety & Security Amsterdam 2015 over de noodzaak van een integrale aanpak en betere samenwerking tussen IT beveiligers en fysieke beveiligers.
This document discusses differences between BPEL 1.1 and BPEL 2.0 and provides guidance on migrating a BPEL 1.1 process to be compatible with a BPEL 2.0 engine. Key changes include removing the "partner" concept and instance-level compensation, changing syntax like replacing "terminate" with "exit", making expressions use XML elements rather than attributes, restricting links, clarifying messaging behavior, and updating compensation handling. The migration may require syntactic changes, process rewrites, or changing vendor-specific behaviors.
Computer and cleaning service it outsourcingthuongdang1511
This document discusses maintenance and IT outsourcing services including computer room cleaning, PC cleaning, keyboard and mouse cleaning, monitor cleaning, and telephone cleaning. Specialized cleaning helps prevent hardware failure from dust and improves safety. Technicians are trained to clean equipment without damage using anti-static products. Regular cleaning boosts productivity by reducing bacteria and improving the working environment.
Из выступления Президента Республики Казахстан – Лидера Нации Н.А.Назарбаева на торжественном собрании, посвященном 20-летию Независимости Республики Казахстан.15.12.2011г.
This document provides information on a project to improve cyclone early warning and preparedness in Bangladesh. The project will develop the capacity of the Bangladesh Meteorological Department to forecast cyclone formation, track, and landfall up to 7 days in advance with 9km resolution modeling. It will also enhance coastal inundation forecasting. The forecasts will be demonstrated in 5 coastal unions to test their ability to reduce disaster risks. Key activities include customizing a weather model, establishing cyclone and storm surge forecasting systems, developing a coastal inundation model and decision support system, and building national and local capacity. The goal is to strengthen early warning of cyclones and flooding to minimize loss of life and damage.
This document provides an overview of the South Asian Association for Regional Cooperation (SAARC). It discusses the history and establishment of SAARC in 1985 with 8 member countries. It outlines the structure of SAARC including the countries, agreements, and functions. The key functions of SAARC include promoting welfare, economic growth, and cultural development in South Asia through cooperation in areas like agriculture, rural development, health, and disaster management. It aims to foster mutual understanding and trust between member states.
1. The document outlines the curriculum and lesson plans for an English language classroom for young students. It includes introductions of self, greetings, classroom objects, colors, days of the week, locations in the school, and routines.
2. Several songs and chants are provided to help teach the vocabulary and routines, including songs about greetings and saying goodbye.
3. Guidelines are given for classroom rules and behavior, including speaking quietly, raising hands, and working effectively in groups.
Huntingdon Fusion Techniques Limited is a UK-based company established in 1975 that designs and develops weld purging accessories and pipe plugging systems. It has grown into a multi-million pound organization through acquisitions and expanding its factory in Wales. The company produces a range of products including inflatable pipe purging systems, weld purging monitors, and pipe plugs that are sold internationally through an exclusive distributor network to industries involving welding such as construction, aerospace, and shipbuilding.
Advantis consulting 2011 - dynamic and cutting edge business improvement specialists. Enabling sustainably Business Improvement through Education and Engagement.
Nalacity Museum | August-September 2011
Nalacity Museum adalah dokumentasi penghargaan bagi semua orang-orang yang telah berkontribusi dalam program pemberdayaan Orang Yang Pernah Menderita Kusta (OYPMK) Nalacity Foundation.
Personal Learning Networks: Digital Educationburtoh
This document discusses strategies for coping with online education. It suggests that educators can help students cope with distance learning by structuring programs and courses to be supportive. Specifically, it recommends improving existing online programs by adding new methods and technologies, and advising students on how to approach distance education, common pitfalls, and techniques for being successful. The document also references a study on an online degree program that sought to gain student and staff perspectives on improving online class materials, support, and lifestyle for students.
Kukier chaney-2005-effect of biosolids on phytoavailability of cdDeirdre Bingman
Researchers studied the effect of long-term biosolids application on cadmium (Cd) phytoavailability in soils. Soils from fields amended with biosolids up to 24 years prior still showed reduced Cd uptake by romaine lettuce compared to unamended soils. The biosolids provided long-term protection by keeping Cd in a less available form. Modern high-quality biosolids contain low Cd levels and Cd:Zn ratios, preventing high Cd accumulation in crops since zinc inhibits Cd uptake and availability.
Lashou is a Chinese social commerce company that connects online and offline consumers and merchants. It offers deals on both products and services through its website and mobile apps. The company has tailored Groupon's deal model to the Chinese market by focusing on sustainable merchant partnerships, multiple deals, and guarantees. It has become the largest independent social commerce platform in China based on monthly visits and offerings. Lashou aims to continue innovating its business model and executing strongly through technology and operations to maintain its leading position.
CasBase is an open source project that aims to add secondary indexing capabilities to Apache Cassandra similar to relational databases by implementing techniques like composite columns, hashed and ordered buckets for indexing, and custom data types to support null values. The presentation discusses the motivation for CasBase, how it implements various indexing approaches like unique and non-unique indexes, and deals with challenges of Cassandra's data model like null values. CasBase is available on GitHub and provides a concrete way to build indexes in Cassandra through its API.
Canadian Oil Sands: The lesser of several evilsWayne Dunn
The overall industry social license for the Canadian Oil Sands sector is under attack internationally and domestically. This piece explores that challenge and the role that government action and inaction has played in it.
To keep updated on postings and events go to www.csrtraininginstitute.com and sign up for the newsletter. If interested the CSR Knowledge Centre http://bit.ly/CSRknowledge contains a series of short, pragmatic articles on CSR Strategy, Management and related areas.
This document provides an introduction to Internet Protocol version 6 (IPv6). It begins with an abstract describing the objective and scope, which is to explain IPv6 in a simple way for technical and non-technical readers. It then covers key aspects of IPv6 including the 128-bit address format, address types (unicast, multicast, anycast), address scopes (link-local, site-local, global), differences from IPv4, and the need to migrate from IPv4 to IPv6 due to the exhaustion of IPv4 addresses. It also discusses Malaysia's targets for IPv6 adoption and how IPv6 provides improved security over IPv4.
SSA 2015 Onderzoek "Integrale Beveiliging: Hoe werken IT beveiliging en fysie...Peter Vermeulen
Onderzoek ten behoeve van Safety & Security Amsterdam 2015 over de noodzaak van een integrale aanpak en betere samenwerking tussen IT beveiligers en fysieke beveiligers.
This document discusses differences between BPEL 1.1 and BPEL 2.0 and provides guidance on migrating a BPEL 1.1 process to be compatible with a BPEL 2.0 engine. Key changes include removing the "partner" concept and instance-level compensation, changing syntax like replacing "terminate" with "exit", making expressions use XML elements rather than attributes, restricting links, clarifying messaging behavior, and updating compensation handling. The migration may require syntactic changes, process rewrites, or changing vendor-specific behaviors.
Computer and cleaning service it outsourcingthuongdang1511
This document discusses maintenance and IT outsourcing services including computer room cleaning, PC cleaning, keyboard and mouse cleaning, monitor cleaning, and telephone cleaning. Specialized cleaning helps prevent hardware failure from dust and improves safety. Technicians are trained to clean equipment without damage using anti-static products. Regular cleaning boosts productivity by reducing bacteria and improving the working environment.
Из выступления Президента Республики Казахстан – Лидера Нации Н.А.Назарбаева на торжественном собрании, посвященном 20-летию Независимости Республики Казахстан.15.12.2011г.
This document provides information on a project to improve cyclone early warning and preparedness in Bangladesh. The project will develop the capacity of the Bangladesh Meteorological Department to forecast cyclone formation, track, and landfall up to 7 days in advance with 9km resolution modeling. It will also enhance coastal inundation forecasting. The forecasts will be demonstrated in 5 coastal unions to test their ability to reduce disaster risks. Key activities include customizing a weather model, establishing cyclone and storm surge forecasting systems, developing a coastal inundation model and decision support system, and building national and local capacity. The goal is to strengthen early warning of cyclones and flooding to minimize loss of life and damage.
This document provides an overview of the South Asian Association for Regional Cooperation (SAARC). It discusses the history and establishment of SAARC in 1985 with 8 member countries. It outlines the structure of SAARC including the countries, agreements, and functions. The key functions of SAARC include promoting welfare, economic growth, and cultural development in South Asia through cooperation in areas like agriculture, rural development, health, and disaster management. It aims to foster mutual understanding and trust between member states.
Comparative Analysis of Terrestrial Rain Attenuation at Ku band for Stations ...IRJET Journal
This document discusses rain attenuation prediction models for terrestrial radio communication systems in Southwestern Nigeria. It analyzes measured daily rainfall data from four stations in the region and compares it to predictions from several models, including ITU-R, Abdulrahman, Silver Mello, and Moupfouma. The Abdulrahman model best predicted the measured data, followed by Silver Mello and ITU-R models. The Moupfouma model significantly overestimated rainfall. The poor performance of ITU-R and Moupfouma models is likely because they were developed using data from temperate regions rather than the tropics. More accurate regional prediction models are needed.
weather forecasting, types, advantages, role, drought climatology, weather forecasting tools, use in agriculture, role in agriculture, nowcasting, medium, long range,Indian meteorological department
Short-Term Weather Forecasting Using Spatial Feature Attention Based LSTM Mod...AnkitaTidake2
The document presents a new deep learning model called Spatial Feature Attention Long Short-Term Memory (SFA-LSTM) for short-term weather forecasting. The SFA-LSTM model uses an encoder-decoder architecture with LSTM layers to learn temporal dependencies, and includes a spatial feature attention mechanism in the decoder to learn relationships between input weather variables and the target variable. When evaluated on weather forecasting tasks, the SFA-LSTM model maintained state-of-the-art prediction accuracy while providing interpretable insights into the most important weather variables.
Executive Summary - A New Vision for Weather and Climate Services in AfricaGreg Benchwick
In Tanzania, a lightning strike killed a teacher and six students in 2015 – another sad example of the thousands of deaths that could easily be avoided with the effective deployment of modern weather and climate services. Providing these services not only saves lives, but is also central to building resilience to climate change, empowering nations and strengthening livelihoods across Africa’s most vulnerable communities.
UNDP supports climate information and early warning system projects in 11 African nations through its Programme on Climate Information for Resilient Development in Africa (CIRDA). The Global Environment Facility-funded CIRDA programme will launch a new report in Marrakech that explores A New Vision for Weather and Climate Services in Africa. The report calls for enabling actions by African leaders to support the sustainability of investments in weather and climate services, looking toward public-private partnerships, next generation weather and water monitoring technologies, regional cooperation and capacity building as key drivers to resolve sub-Saharan Africa’s persistent challenges in maintaining sustainable climate information and early warning systems.
This document provides an Environmental Management Framework (EMF) for subprojects under the Regional Disaster Vulnerability Reduction Project (RDVRP) in St. Vincent and the Grenadines. The EMF outlines screening procedures and mitigation measures to minimize environmental impacts. Subprojects include repairing infrastructure, retrofitting buildings, slope stabilization, coastal protection, and road rehabilitation. The EMF describes the local environment and identifies potential positive and negative impacts such as reduced disaster risk but also construction disturbance. It establishes a screening process to determine study and mitigation requirements for each subproject based on complexity. A generic Environmental Management Plan is also provided to guide simple civil works. The EMF is the tool to help ensure subprojects comply with
The document outlines the structure and activities of BMKG, the Indonesia Agency for Meteorology, Climatology and Geophysics. It discusses BMKG's Center for Climate, Agro Climate and Marine Climate, which provides climate services including establishing a Climate Early Warning System and developing a Marine Integrated Data and Information System. It also describes BMKG's efforts to rescue and digitize historical climate data through projects like DATACLIM to improve climate monitoring and prediction.
Day 1 9 rupa kumar kolli, wmo, arrcc-carissa workshopICIMOD
This document discusses regional approaches for climate services in South Asia. It describes how climate change scenarios developed through an Indo-UK project found temperatures are projected to increase 3-4°C in South Asia by late 21st century with increased monsoon rainfall. It outlines the benefits of regional cooperation, including establishing climate research frameworks and building capacity. Key elements of regional climate services are discussed, including climate monitoring and prediction through Regional Climate Centers and Regional Climate Outlook Forums like the South Asian Climate Outlook Forum. The document proposes strengthening these regional efforts and partnerships to improve climate services and decision-making in South Asia.
This document discusses Road Weather Information Systems (RWIS) and Environmental Sensor Stations (ESS). It provides background on RWIS, describes the components and purpose of ESS, and outlines considerations for planning and siting new ESS. Key benefits of RWIS data include improved road safety and operations through weather and road condition monitoring. Proper planning involves analyzing operational needs, consulting maintenance staff, and partnering with other weather monitoring organizations.
The Complete Details for the Project of "Establishment of Specialized Medium Range Weather Forecasting Center and Strengthening of Weather Forecasting system".
C5.05: Fit for Purpose Marine Observations - Boris Kelly-GerreynBlue Planet Symposium
This document discusses ensuring marine observations are fit for purpose. It notes the Bureau collects over 2 million marine observations per year. Marine observations are crucial for numerous applications including weather forecasting, climate modeling, and informed decision making. The Bureau uses techniques like observing system experiments and forecast sensitivity to observations to evaluate how well observations improve forecasts and determine which observation types have the most impact. Preliminary results found buoys and satellite temperature and humidity profiles significantly improve forecasts. Going forward the Bureau plans to apply these techniques to upgraded forecast models to guide network planning and data assimilation research.
CCAPS and AidData built an interactive app with the ArcGIS API for Microsoft Silverlight/WPF to map effects of aid, climate change, and conflict in Africa.
This document summarizes a technical report on storm rainfall in Southern Africa. It provides tabulated estimates of extreme n-day rainfall depths (where n=1, 2, 3, 7 days) for over 2,400 locations in South Africa and South West Africa/Namibia. The estimates are provided for selected recurrence intervals up to 200 years. It also outlines the statistical partial duration series and censored log-normal model used to analyze the daily rainfall data and estimate rainfall depths and risks for different durations. Additionally, it reviews previous work on depth-duration-frequency relationships in Southern Africa and details some historic extreme storm events that have impacted the region.
A New Vision for Weather and Climate Services in Africa - Executive SummaryGreg Benchwick
The collection, analysis and distribution of reliable climate and weather information has the potential to greatly benefit efforts by African nations to reduce poverty, build resilience and adapt to a changing climate. An upcoming UNDP publication will examine the climate information and services space in sub-Saharan Africa, taking a critical look at what hasn’t worked, why it’s important and possible solutions.
This comprehensive peer-reviewed report is being prepared by the UNDP’s Programme on Climate Information for Resilient Development in Africa (CIRDA), a four-year programme supporting work in 11 African Least Developed Countries with $50 million from the Global Environment Facility’s Least Developed Countries Fund (LDCF). As such it builds on the expertise of the CIRDA technical team, the products of several workshops, and initial consultations between CIRDA experts and public and private representatives in partner countries.
The full report is due out soon. To receive the full report, email Greg Benchwick at gregory.benchwick@undp.org.
Estimation of TRMM rainfall for landslide occurrences based on rainfall thres...IJECEIAES
Landslide can be triggered by intense or prolonged rainfall. Precipitation data obtained from ground-based observation is very accurate and commonly used to do analysis and landslide prediction. However, this approach is costly with its own limitation due to lack of density of ground station, especially in mountain area. As an alternative, satellite derived rainfall techniques have become more favorable to overcome these limitations. Moreover, the satellite derived rainfall estimation needs to be validated on its accuracy and its capability to predict landslide which presumably triggered by rainfall. This paper presents the investigation of using the TRMM-3B42V7 data in comparison to the available rain-gauge data in Ulu Kelang, Selangor. The monthly average rainfall, cumulative rainfall and rainfall threshold analysis from 1998 to 2011 is compared using quantitative statistical criteria (Pearson correlation, bias, root mean square error, mean different and mean). The results from analysis showed that there is a significant and strong positive correlation between the TRMM 3B42V7 and rain gauge data. The threshold derivative from the satellite products is lower than the rain gauge measurement. The findings indicated that the proposed method can be applied using TRMM satellite estimates products to derive rainfall threshold for the possible landslide occurrence.
Precipitation prediction using recurrent neural networks and long short-term ...TELKOMNIKA JOURNAL
This document discusses using recurrent neural networks and long short-term memory to predict precipitation. It examines predicting precipitation on a weekly and monthly basis using weather data from Bandung, Indonesia over 36 years. The model uses variables like temperature, humidity, wind speed, and solar radiation to predict precipitation amounts in 10 classes. The results show that shorter time periods like weeks provide more accurate predictions than months, with 85.71% accuracy for weekly predictions versus 83.33% for monthly predictions.
60 Years of Successful Scientific Collaboration on Weather, Climate and Water...Tim Goos
This document summarizes the 60-year history of successful scientific collaboration on weather, climate and water through the World Meteorological Organization (WMO). Key points include:
- WMO has 189 member states and coordinates collective efforts in weather, water and climate through structures that engage members and enable free exchange of data.
- Achievements over 60 years were only possible through WMO's effective governance, standardized observation networks, and ability to deliver real-time information and services.
- WMO priorities include improving weather, climate and hydrological services; informing disaster risk reduction; and implementing observing systems and climate services framework.
- WMO has structures and programs relevant to the Arctic, including the Executive Committee Expert Panel on
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Cd Anderson Portfolio South African Weather Service
1. CASE IN POINT
by CD Anderson
South African
Weather Service:
A User Perspective
Through the work of the South African Weather Service in a number of
specialised meteorological fields, the country and its people have been
prepared for any weather-related eventuality.
T
he South African Weather Service’s (SAWS) work be used for decision making
is supported by ground breaking new weather by the public and important
products and services available to commercial weather sensitive industries.”
and public clients, and its reputation as being a world The division provides a
class organisation has been confidently cemented, service to the public, corporate
not only in its service to the country and the Southern clients, national, regional and
African region, but also as an important player in global international stakeholders.
meteorological research and development. Various divi- “We monitor the atmosphere
sion leaders at SAWS share their insights into the SAWS 24 hours, 365 days per year,
user perspective: and it is important that users
have access to the most up-to-
Mnikeli Ndabambi, Acting General Manager: date forecasting information
Operations/Senior Manager: Forecasting in order to make important,
“Forecasting products and services are vital,” sometimes life saving deci-
Ndabambi says, “as they provide information that can sions,” Ndabambi explains.
2. CASE IN POINT
Ndabambi regards his division’s contribution event and the system to predict it, considers both
to the enhancement of the Severe Weather Warning weather and environmental factors in determining
System (SWWS) as an outstanding achievement. “This how, when, where and how long it takes to occur.
system,” he continues, “has been used effectively to “The universal problem,” says Poolman, “in
service Disaster Management authorities, both na- dealing with flash floods, is determining how
tionally and provincially, to ensure the safety of much of the rain water will be absorbed into the
life and reduced damage to property when severe ground and how much will become run-off water.
weather is experienced.” The SAFFG system pre-calculates which areas will
“Internationally, we are recognised for our suc- have large amounts of run-off water and how long
cessful implementation and consistent management this will take to accumulate, based on data collect-
of the World Meteorological Organisation (WMO) ed from weather radars, satellite observations and
Severe Weather Forecasting Demonstration Project for weather prediction models, as well as hydrological
SADC countries. Since 2006, SAWS has given severe information on the ground (such as soil composi-
weather guidance forecasts to SADC countries that tion). At the moment, the system is used in various
would otherwise not have access to this information,” flashpoint areas across South Africa, and the co-
Ndabambi says. “This particular project is now used operation between SAWS and the WMO will see a
by other countries as a best practices benchmark.” roll out of the system across seven countries in the
Forecasting services affect both the economic and SADC region. This system is regarded as a better
social environment in South Africa, and history shows option for developing countries, where river data is
that while extreme weather conditions cost South Africa not always available.”
billions of rands and are a threat to the lives of all citi- The SAFFG provides vital information that assists
zens, attitudes and behaviour in response to these events in the decision making processes of weather forecast-
are changing for the better. “With climate change and ers and disaster management structures at local and
global warming expected to impact significantly in fu- regional levels, in order to reach communities at risk
ture,” Ndabambi explains, “there has been an increase in the fastest time. In the past, heavy rain warnings
in awareness in terms of socio-economic benefits from with the potential for flash flooding were issued as a
forecasting products and services. SAWS has positioned generalised warning. “Since October last year, SAWS
itself as the preferred forecasting services provider on has started issuing specific flash flood warnings,
the sub-continent and is used as a benchmark in the based on the guidance of SAFFG. This will be an im-
continent and beyond. Forecasting science continues to portant part of the SAWS’s service to the community,”
contribute positively on the economy and human ac- concludes Poolman.
tivities as the people get more understanding in using
forecasting services for decision making.” Deon Terblanche, Senior
Manager: Research
Eugene Poolman, Chief Forecaster: Disaster Risk “Research acts primarily
Reduction as a support for the opera-
The South African Flash Flood Guidance (SAFFG) tional services and products of
system, is a tool that aids forecasters in improving SAWS,” Terblanche explains.
their accuracy in fore- The division has two units,
seeing potential flash Climate and Environment
flood occurrences. Research and Monitoring and
Poolman explains Prediction Research, each with
a flash flood as “an a specific research focus that
event that happens improves services delivery by
within six hours of a SAWS’s various functions.
heavy downpour. It is, Prediction Research devel-
unlike a normal river ops new forecasting techniques
flood, something that on all time scales. “This cov-
can happen anywhere, ers topics such as nowcasting (for up to two hours
in a metropolitan area, ahead), to short range forecasting (for up to two
for example, and it days), medium range (up to seven day forecasting),
happens very quick- extended range for 10 to 30 day forecasts and also
ly. A flash flood is a seasonal forecasting for up to five month forecasts,”
hydro-meteorological Terblanche says.
3. CASE IN POINT
“South Africa is designated by the WMO as a The division applies these principles of excellence
Regional Specialised Meteorological Centre as well as to all aspects of aviation, in close and successful rela-
a Global Producing Centre for Long Range Forecasts tionships with the Civil Aviation Authority (CAA) and
– one of only three in the Southern Hemisphere. the Department of Transport. Services include terminal
SAWS provides guidance forecasts to neighbouring forecasts, which assist in the planning and execution
countries who do not have facilities to access and of airport traffic control with real-time meteorological
downscale global data. Research in SAWS therefore information and observation enabling safe aircraft pro-
has a responsibility that extends to beyond our bor- cedures, all of which, Khambule says, “enhances the
ders as the forecasting techniques developed have efficiency of aviation in the country.”
to form the basis of services to the SADC region, to Through interactive products such as significant
which they add their own regional specific values for weather charts, aviation clients receive updated na-
their customers,” Terblanche explains. tional weather and climate information that ensures
“The process of global cooperation between me- safety and assists airline companies’ resource plan-
teorological services,” Terblanche says, “is very ning, saving time and money. “It costs a lot for an
structured, thanks to the WMO, and it facilitates the aircraft to fly from Johannesburg to Cape Town, and
sharing of information with countries that may not if the information about weather conditions is not
have the infrastructure for specialised services and
products. SAWS has become a major player in the
region, and a middle-man between global weather/ “We provide aviation weather
climate centres and the rest of the continent.”
The Climate and Environment research unit deals
services on a national and
with issues of climate change and developing applica- international level, in accordance
tions for addressing this aspect of meteorology. “This with the International Civil
unit operates the Global Atmospheric Watch station at
Cape Point, and manages the regional research facilities Aviation Organisation (ICAO)
of the WMO’s Global Atmospheric Watch programme,” and South African Civil Aviation
he explains. This long-term information gathered on
greenhouse and trace gases in the atmosphere, includ-
Authority standard provisions or
ing maintaining the second-longest record for CO2 meas- regulations,” says Khambule.
urement in the Southern Hemisphere, is,” as Terblanche
concludes, “of great national and international impor-
tance, as these gases are the primary causes of global accurate or even not available, this means a flight is
warming and the information is used to predict trends turned around, re-routed or grounded. Multiply that
and changes in global weather patterns.” by hundreds of flights every day, and it becomes clear
that it is important that we provide the right informa-
Gaborekwe Khambule, Acting General Manager: tion, in good time, to be used effectively in the flight
Operations and Senior Manager: Aviation Services planning,” she explains.
Khambule is charged Technology – and its challenges and competen-
with the planning, coordina- cies – is one of the aspects of Khambule’s role in the
tion and implementation of Aviation division. “International controlling bodies,”
services and products for com- she explains, “have strict guidelines for the kind of sci-
mercial airlines, civil aviation entists and technology we require for this specialised
authorities and airport man- service, and SAWS invests a lot of time and effort to
agement services. train its meteorologists effectively.”
“We provide services on The products and services speak for them-
a national and international selves, and Khambule is confident that SAWS and
level, in accordance with the its Aviation division continue to deliver products
International Civil Aviation and services of the highest standard. “Through a
Organisation (ICAO) and full verification of the high standard of our services,
South African Civil Aviation an on-going evaluation process of our scientists, as
Authority standard provi- well as sharing of information and experience with
sions or regulations,” she other meteorological services across the world, our
begins, “and working to these clients are assured that we have the right combina-
high standards provides an tion of experience and training to offer the best and
opportunity for the Weather Service to offer only the safest methods of aviation weather management for
best products to our clients.” South Africa,” she concludes.
4. CASE IN POINT
Nish Devanunthan: Senior Manager: Technical
Themba Dube, Senior Manager: Climate Services Services
This division deals with four distinct business units. The deployment, maintenance and upkeep of the
The Climate Data unit gathers, interprets and entire SAWS observation network are the Technical
handles the comprehensive quality control of the Services Division’s responsibil-
huge amount of weather data that SAWS receives ity. The observation network
from observation stations and regional offices across consists of surface observation as
the country on a daily basis. The Climate Informa- well as remote sensing equip-
tion unit sees client liaison officers distributing this ment, ranging from Automatic
gathered data and reworked information to SAWS Weather Stations (AWS), Rainfall
clients. The Observation Unit functions in, as Dube Stations, meteorological radar
calls it, “the processes and procedures involved in systems, upper air receiving
gathering information, and making sure that these stations and lightning detection
are done correctly and concisely”. This coordination systems. These systems are dis-
of information from across the country is important tributed countrywide.
for quality assurance of the products and services of- The Technical Services divi-
fered by SAWS. sion has internally developed
The Air Quality unit, the most important function an AWS and an Automatic
of Dube’s Climate Services division, collaborates with Rainfall Station (ARS). “These
the Department of Environmental Affairs’ (DEA) South two stations comply with the
African Air Quality Information Systems (SAAQIS). requirements of the World
“DEA used to monitor the country’s air quality, Meteorological Organisation and have been devel-
but it is a regulatory body, and could only manage oped by South Africans for South African condi-
this service through other independent service pro- tions,” says Devanunthan, “and they have proved
viders,” Dube continues, “however, this was not an to be successful in other SADC countries.” They are
ideal and sustainable way forward in order to build successful because “they are easy to maintain and
adequate capacity in this function.” In 2010, SAWS were designed specifically for the harsh African
was legally mandated to drive this important func- conditions.” Devanunthan explains, “the ARS is es-
tion of air quality monitoring and observation. pecially valuable in contributing towards data for
“Infrastructure,” Dube says, “like technology the Flash Flood Guidance System”. By having the
and manpower, is important to sustain and SAWS is most recent rainfall data available, provided by the
able to gather, consolidate and distribute all this in- ARS, flood monitoring authorities are able to make
formation in the right manner.” According to the Air informed decisions about potential floods and can
Quality Act, access to act accordingly.
air quality informa- Nationally, the SAWS-developed AWSs and ARSs
tion is a basic right. have been sold to Disaster Management structures,
The main objective municipalities and the agricultural sectors for their
of SAAQIS is to pro- specific needs. The AWS was also modified to com-
vide all stakeholders ply with CAA regulations for use on smaller private
with easy access to all airports. “Although designed for private commercial
relevant air quality in- use,” Devanunthan continues, “data gathered from
formation. Ultimately, this equipment is fed into the SAWS data network and
Dube says, “SAAQIS contributes to the overall enhancing of our services.”
will benefit each citi- The Technical Services division also provides
zen and policy maker, technical assistance in an advisory capacity to cer-
which will lead to tain meteorological services in the SADC region.
appropriate strate- “We assist them, upon their request, with technical
gies for the reduction maintenance and provide training where necessary
of poor air quality in in order to enable them to independently look after
South Africa”. their own systems,” Devanunthan concludes.