GCRF African Science for Weather Information and Forecasting Techniques (African SWIFT)

Lead Research Organisation: University of Leeds
Department Name: National Centre for Atmospheric Science

Abstract

The GCRF African Science for Weather Information and Forecasting Techniques (GCRF African-SWIFT) programme aims to develop a sustainable research capability in tropical weather forecasting which will enhance the livelihood of African populations and improve the economies of their countries. Improved forecasts will address key aspects of the UK Aid strategy. The results will be translatable beyond the partner countries to other nations of Africa and the developing world more widely. In order to improve African weather prediction, fundamental scientific research is needed, in the physics of tropical weather systems, evaluation and presentation of complex model and satellite data, and communication and exploitation of forecasts. The programme will develop research capability to yield ongoing forecasting improvements in the coming decades.

The overall aims of the project are to:

I. Make research advances needed for significant improvements in weather forecasts in Africa, and the tropics more generally, from the hourly to the seasonal timescale.
II. Build capability among UK and African partners to improve, maintain and evaluate operational tropical forecasts in future.
III. Assist African partners in developing capacity for sustained training of forecasters, in partnership with African academic institutions and international agencies.

Our strategy to increase research capability with societal impact is to build upon existing partnerships between forecasting centres and universities within four partner countries (Senegal, Ghana, Nigeria and Kenya) and within the UK. In-country partnerships combine the strengths of academic and operational perspectives and provide sustainability. The project is embedded within the long-term structures and strategies for international coordination for the region. Specifically, our programme addresses the aims of the World Meteorological Organisation (WMO; project partner).

The potential applications and benefits are:

A. New research capability in observing, modelling and evaluating forecasts of tropical high-impact weather;
B. Robust networks of African scientists with capability to advance the science in this field, and pull the science through into operational impact;
C. Significant improvements in weather forecasts, as evaluated using tested methods;
D. New forecasting tools used operationally for short-term (0-120h) and S2S prediction;
E. Significant impact on the regional strategy for provision of user-focussed, quality-controlled weather forecasts, as overseen by the WMO;
F. More effective use of weather forecasts to the benefit of African people and nations.

Planned Impact

The impact of African SWIFT is clear through the strong involvement of African operational forecasting centres and the Met Office in the programme of research and capability-building. Through improvement of the operational capability of the African forecast agencies, and their links with their users and customers, African SWIFT will deliver an impact felt by many millions of ordinary people, and by large public and private-sector organisations in Africa. The forecast centres are mandated to deliver forecasts of value to their countries and regions, both through public weather service and to particular socio-economic sectors such as government departments (agricultural planning, disaster preparedness etc) and commercial
activity (power generation, transportation, fisheries etc). The delivery of products to some of these sectors is relatively well established (e.g. aviation, television/radio broadcasting), and in such areas the outcomes of improved predictions will be passed directly to deliver impact to users and the general public. In other areas there is very significant unfulfilled potential which will be evaluated in the project.

Specific beneficiaries include:

A. The scientific and academic community in the UK, which includes the Met Office will benefit from the increased research capability within the UK of weather forecasting in the tropics at 0-120h to seasonal time scales. This research capability comes both in the form of trained researchers and improved leadership experience, and in the form of research and modelling tools. This capability will be applicable to the rest of Africa and to many other tropical developing countries.

B. Weather and climate agencies in Africa will benefit directly from the research, training and collaborations. There is significant staff-time in each African country to collaborate on science questions with operational impact: secondment of these scientists between academic and weather services will be encouraged and funded where necessary. The academic-operational collaboration within countries, and between those countries, will make the resulting research networks more sustainable. Research capacity and tools will be developed in partnership between the UK and African partner organisations for further use in Africa beyond SWIFT.

C. Universities in Africa will benefit from strengthened links with the operational centres, a stronger pool of experienced researchers and research leaders, and a stronger link between their research and teaching programmes.

D. Five African research fellowships will be funded, in order to accelerate the research and leadership training of talented early-career scientists in the continent. These will be linked to our work package structure but awarded in open competition and will be mentored to give experience at UK research institutions and in the African operational and academic sectors.

E. Decision-making organisations in Africa and internationally will benefit from: Improved, quality-controlled forecasts on which to base decisions; Improved sharing of knowledge with the weather forecast agencies, so that forecast information is better tailored to their needs, brokered within WP-R1 in the project; Improved documentation and information regarding the availability and use of quantitative, quality-controlled forecasts, funded in WP-M2; A wider pool of trained specialists in Africa, and a better-trained workforce.

F. The wider public in Africa will benefit from improved forecasting skill resulting from better models for forecasting at various timescales, from better conceptual understanding of synoptic weather patterns over Africa and their uncertainty, and from advanced training for operational forecasters in Africa. The latter will not only have the aforementioned tools available, but also will gain training in evaluating the skill of the various forecast tools and thus gain confidence in their forecasts.

Publications

10 25 50

 
Title GCRF African SWIFT Logo 
Description Logo for the GCRF African SWIFT Programme 
Type Of Art Image 
Year Produced 2018 
Impact Branding and visibility 
URL https://africanswift.org/
 
Title The sound of Africa's changing climate 
Description We used climate data from the CP4 model to create music in the style of West African music. The music was driven by the data so that uncomfortable future temperatures and humidities sound discordant. From the web page: "Data sonification is a legitimate way to represent data, explains Prof Douglas Parker, who gives the example of a heart rate monitor as a demonstration of sonic data. "The idea behind this experiment is not just to produce a scientific exercise, though, says Parker, but to merge the climate data with the aesthetics of music in a way that can elicit an emotional response in the listener. "An exercise like this can have different purposes, he says. It can sell an educational story and can also activate people in the way that protest music like that of Bob Dylan and others did in the United States during the Vietnam War. It can also be an artistic activity that people can listen to and enjoy. "Prof Benjamin Lamptey's time as the Acting Director-General of the African Centre of Meteorological Applications for Development (ACMAD) in Niamey, Niger, contributed to initiating the team's first experimental track. "With this one, the team took four climatic variables for Niamey from the year 1997 - temperature, relative humidity, wind speed, and rainfall levels - and used the sonification process to rework this data as music. "Where the Ghana track has more of a West African musical style, the Niamey track is in the electronic dance music genre. In this composition, two keyboard instrumentals represent the temperature and humidity information for the Niger capital, while the percussion represents the rainfall and the bass delivers the wind data. The first half of the track is the musical rendition of the 1997 weather data, while the second half slips across to reflect the kind of shifts to these weather parameters that the city may experience a hundred years from then, and where the music becomes clashing and discordant. "The track also has a recording of Lamptey, this time reflecting on the importance of collaboration and research in order to boost climate resilience." 
Type Of Art Performance (Music, Dance, Drama, etc) 
Year Produced 2021 
Impact The music has been featured in an editorial in the journal Nature. 
URL https://futureclimateafrica.org/news/this-is-the-sound-of-west-africas-changing-climate/
 
Title Weather Review and Forecasting Video - GMet 
Description Analysing weather charts with colour pencils and paint programs, and presenting weather on TV and social media. 
Type Of Art Film/Video/Animation 
Year Produced 2017 
Impact It has helped reduce weather related accidents on the Volta Lake in Ghana, solved health issues through clean environment. 
URL https://citinewsroom.com/2018/06/05/no-cholera-cases-recorded-in-accra-since-2017-ama-boss/
 
Description We have identified and synthesised user needs for weather and climate services to enhance resilience to climate shocks in sub-Saharan Africa. From a review of 61 empirical case studies in the academic literature, this study indicated that there is a high demand for shorter-term weather forecasts and further capacity-building required for national meteorological and hydrological services as well as agricultural extension workers in order to increase resilience.

We have conducted the first three African weather forecast "testbed" events, bringing together researchers and operational weather forecasters to make operational forecasts in real time. The first event successfully trialed new forecasting methods, and has introduced a generation of African academic researchers to the practicalities of delivering predictions. A second event, looking at longer, weekly to seasonal timescales, ran from November 2019 - March 2022, and in later 2021 we held a third event across the four partner countries, with significant user engagement from a variety of sectors including aviation, agriculture, fisheries and disaster management.

We have launched a mobile app that delivers real-time forecasting of rainfall to users in Kenya. The app, Forecasting African Storms Application (FASTA), is now available to download to any Android smartphone based in Kenya and will allow the Kenya Meteorological Department to distribute real-time nowcasts, showing a map of storm activity in the vicinity of the user, to anyone with the app.

We have implemented methods of satellite data analysis to plot and track thunderstorms over Africa. These products were trialed successfully in the forecasting testbed and as a result, are being used in the African forecast centres and in the universities. We have made the images freely available in real time on a UK-based web page (which can be accessed on a mobile phone) and we are supporting partners to access and process the images directly themselves, in Africa: four centres are now doing this independently, with another to be implemented shortly.

We have performed state-of-the-art high-resolution weather forecasts for Africa. The forecasts are able to resolve individual storms on scales of a few kilometres, and for the first time in Africa, we are making several forecasts for the same time (and "ensemble"). The ensemble can allow a forecaster to judge the likelihood of a given storm really occurring. After trialing this model in the testbed, the Met Office Tropical Africa model is now being used operationally in Africa.

We are producing documentation on best practice for forecast evaluation over Africa. We have tested verification data, verification results and developed and exchanged best verification practices through the Testbed events. In particular, we have been able to show impressive skill for the new satellite products which have been made available. The forecast evaluation is also taking an impact-focused perspective, analyzing the utility of forecasts to users.

We have analysed the skill of seasonal to sub-seasonal (S2S) forecasts. Recently published work looks at the skills of CMA, ECMWF, and UKMO S2S models in predicting monsoon onset and its variability over Nigeria and found that the three models are able to simulate the Northwards migration of the onset dates adequately with inherent biases and unique characteristics and are also able to capture the evolution and variability of the global drivers modulating the monsoon onset. These forecasts are now being tested in real time, in testbed 2, and are being given to users in a forecast "co-production" exercise.
Exploitation Route We have produced a White Paper, in collaboration with the ForPAc project, and three policy briefs aimed at influencing the UK and international communities to address priorities for African weather forecasting science: https://africanswift.org/publications/ The White Paper sets out a vision for the future of African weather forecasting over the next 5 to 10 years, based on experiences and lessons learned in the conduct of SWIFT.

We have influenced the international community, through the WMO and EUMETSAT, in their strategy for supporting nowcasting and weather forecasting services in Africa. EUMETSAT is now more aware of the potential for satellite use in Africa, with the number of African users of their nowcasting product increasing from 6 to 52 since SWIFT made their products available online. They are also now discussing practical solutions to data transmission issues in Africa, such as land-based cables.

Information on user needs and evaluation of models and forecasts can be used by others to refine academic research to achieve maximum future impact.

The use of satellite and radar products report spurred the provision of relevant equipment through extension funding secured by African SWIFT. Satellite receivers are in the process of being installed and all ten partners have been trained in their use. The nowcasting products are also available online and can be used by researchers and practitioners to incorporate shorter-term weather data into forecasts and decision-making.

An app has been released in Kenya, which will provide these data directly to users' smartphones in Kenya. There is an opportunity for extension to the other countries, for instance the nowcasting data will feed into an existing app run by the Senegalese meteorological agency. These activities can be scaled-up to other African countries, with sufficient funding and human resources.

Evaluation of the skill of S2S models is being used to inform the development of operational forecast products on the sub-seasonal timescale for decision-making across a range of sectors and forms the focus of Testbed 2, launched in late 2019 and ongoing until March 2022. Findings on the conditions which increase storm predictability can be used by forecasters and forecast users to prepare for extreme weather events and by researchers to further refine these parameters.

The testbeds methodology for knowledge exchange between researchers, forecasters and users to co-produce new weather services has attracted significant interest. There has been discussion in the international community about holding future testbeds in association with the Regional Climate Outlook Fora which are held seasonally in Africa. The WMO and EUMETSAT are talking with us about using the testbed methodology as an element of their long-term training programmes, supported by the real-time data feeds SWIFT has created. We have begun a collaboration with the CONFER project around the continuation of the S2S testbed within that project, and the development of new services.

Our training methods have already been integrated into the programmes at universities (KNUST and UoN) and the WMO Regional Training Centre at Oshodi, Lagos, and are therefore already influencing hundreds of students and trainee forecasters every year. The new methods have had positive feedback in student surveys, and in Nigeria have led to the production of a plan for further development of training methods, which was ranked in the top 4 of out of 100 such plans in a WMO workshop.
Several social impact projects have used SWIFT developments to improve lives. While operational, the Nigerian government's Climate Change Adaptation and Agribusiness Support Programme (CASP) used forecasts that were specially tailored to the agriculture sector using SWIFT developments. CASP offered improved forecasts to 663 village areas and approximately 104 local governments across seven states, reaching an average of 56,000 farmers annually. In Kenya, the Kounkuey Design Initiative (KDI) project Developing Risk Awareness towards Joint Action (DARAJA) uses new models developed by SWIFT in Nairobi to inform people in informal settlements of heavy rainfall. The new models allow the project to use forecasts on a finer resolution.
Sectors Aerospace, Defence and Marine,Agriculture, Food and Drink,Construction,Energy,Environment,Healthcare,Transport,Other

 
Description The programme findings to date have primarily been used by national meteorological and hydrological services across our four focal countries and those linked to SWIFT through other African partnerships. In particular: • New methods are being used at the Kenyan Meteorological Department in its short-range severe weather forecasts, and were used as part of guidance in the recent locust outbreaks; • The Ghana and Nigerian meteorological agencies are making use of new products, in nowcasting and in sub-seasonal prediction, respectively; • Training methods developed in the project are being used in training programmes in Nigeria, and have been integrated into degree-level training in Ghana for around 100 BSc and MSc students per year. Increased access to reliable weather data across a range of timescales is important for those active in sectors that are suffer most through extreme weather events, including aviation, fishing and agriculture. The nowcasting products produced and made freely available by SWIFT can now be accessed by users from these sectors and we have explicitly engaged with these users through focused engagement workshops on needs and capacity gaps, as well as invitations to our testbed events where they can work directly with researchers and forecasters on the evaluation and development of SWIFT products. A smartphone app, Forecasting African Storms Application (FASTA), is now available in Kenya and will allow anyone with an Android smartphone to access real-time forecasting for their region. The more widespread this information becomes, the more impact it will have on the livelihoods and health and safety of vulnerable communities: these products will save lives.
First Year Of Impact 2019
Sector Aerospace, Defence and Marine,Construction,Education,Energy,Environment,Healthcare,Transport,Other
Impact Types Societal,Policy & public services

 
Description Better collaboration with ANACIM
Geographic Reach National 
Policy Influence Type Implementation circular/rapid advice/letter to e.g. Ministry of Health
Impact Improved educational and skill level of workforce
 
Description Capacity building of forecaters over the GHA
Geographic Reach Africa 
Policy Influence Type Influenced training of practitioners or researchers
Impact increased capacity of NMHSs in forecasting at sub-seasonal to seasonal timescales
 
Description Forecasting SOPs and techniques
Geographic Reach National 
Policy Influence Type Influenced training of practitioners or researchers
Impact Forecast products have gained greater trust among users
URL https://meteo.go.ke/
 
Description Forecasting methods described in the Forecasters' Handbook are being used for training of forecasters in Africa, and in other tropical locations.
Geographic Reach Multiple continents/international 
Policy Influence Type Influenced training of practitioners or researchers
Impact In the Forecasters' Handbook, we formalised methods for plotting of weather charts for West Africa. The methods have been subsequently (in the GCRF African SWIFT project) been used to develop training materials for forecasters: these materials have been used in training events, and are now used in the forecaster Regional Training Centre at Oshodi, Lagos. We have adapted the methods and used them for forecaster training in SE Asia (FORTIS project) and the Caribbean (EUREC4A project).
 
Description GHACOF Statements to decision makers and the general public
Geographic Reach Africa 
Policy Influence Type Implementation circular/rapid advice/letter to e.g. Ministry of Health
Impact Support early action to protect communities - Better planning for humanitarian actions
URL https://www.icpac.net/wp-content/uploads/GHACOF54_Statement.pdf
 
Description Greater Horn of Africa Climate Outlook
Geographic Reach Africa 
Policy Influence Type Implementation circular/rapid advice/letter to e.g. Ministry of Health
Impact Support early action to protect communities -Better planning for humanitarian actions
 
Description Influenced training of practitioners or researchers
Geographic Reach National 
Policy Influence Type Influenced training of practitioners or researchers
Impact Training on skill and tools for analysis and verification / Implementation of nowcast technique in the master module /Multidisciplinary aspect in analysis forecast output
 
Description Joint Nowcast demo with NFLICS project
Geographic Reach National 
Policy Influence Type Influenced training of practitioners or researchers
Impact Engaged Senegalse Met Service forecasters with the NWCSAF products being generated &shared by GCRF AFrican SWIFT. Forecasters are using these to check ongoing evolution of storms in real time
 
Description Master of Science Students at the University of Rwanda Trained on Nowcasting Tool: NWCSAF
Geographic Reach Local/Municipal/Regional 
Policy Influence Type Influenced training of practitioners or researchers
Impact Having met the prerequisite course requirements, the twelve students from diverse training backgrounds and with substantial knowledge in Mathematics, Physics and Chemistry, were trained on the application of the nowcasting tool NWCSAF to predict tropical weather on very short timescales in Rwanda. Provided with satellite images of five parameters taken at 3-hour interval (i.e., at 0400Z, 0700Z and 1000z) the students had to prepare a 6-hour nowcast i.e., the state of the atmosphere from noon onwards and they were required to arrive at the nowcast based on a group-consensus. The exercise also included the evaluation of other group's nowcast against what was observed on that day (Rwanda Met/NWC-SAF). Aimed at developing sustainable African weather forecasting capability, the Nowcasting work package of the GCRF African SWIFT project investigates nowcasting techniques and the development of systems that can be used by meteorological agencies in Africa to predict high impact weather on very short timescales (0-6 hours). As part of the African SWIFT activities NWCSAF SEVIRI nowcasting products, originally developed for Europe, are being made available for tropical Africa.
 
Description Member of the African Monsoon working group
Geographic Reach Africa 
Policy Influence Type Participation in a guidance/advisory committee
 
Description NATIONAL CLIMATE OUT LOOK FORUM GUIDELINES PREPARATION
Geographic Reach National 
Policy Influence Type Contribution to a national consultation/review
Impact improved use of climate information for descision making
 
Description National Adaptation Plan
Geographic Reach National 
Policy Influence Type Membership of a guideline committee
Impact national adaptation capacity development
 
Description PreCOF Capacity Building Capacity
Geographic Reach Africa 
Policy Influence Type Influenced training of practitioners or researchers
Impact increased capacity of NMHSs in forecasting at sub-seasonal to seasonal timescales
 
Description SWIFT-NESST Laboratory at the Meteorology unit, University of Nairobi
Geographic Reach Africa 
Policy Influence Type Influenced training of practitioners or researchers
Impact The lab signifies an important milestone in development of climate services in East Africa. Weather forecasting in the region saves lives. Lake Victoria fishermen for example, nowcasting is estimated to save 300 lives annually, offering an enormous humanitarian benefit. These lifesaving forecasts are created using tools developed in the GCRF African SWIFT project which are used for training students at the University of Nairobi and other centres in Africa
URL https://earthclimatesciences.uonbi.ac.ke/newsletters
 
Description Training KMD forecasters
Geographic Reach Africa 
Policy Influence Type Influenced training of practitioners or researchers
Impact Improved forecasting skills
 
Description regional climate initiative Climate research for Development (ACPC/UNEAC/African Union)
Geographic Reach Africa 
Policy Influence Type Participation in a guidance/advisory committee
Impact knowledge sharing of climate change; continental platform of stakeholders setup
 
Description CHAMNHA Climate, heat and maternal and neonatal health in Africa
Amount £80,788 (GBP)
Funding ID NE/T01363X/1 
Organisation Natural Environment Research Council 
Sector Public
Country United Kingdom
Start 01/2020 
End 12/2023
 
Description Climate Research for Development
Amount $100,000 (USD)
Organisation African Academy of Sciences 
Sector Charity/Non Profit
Country Kenya
Start 06/2019 
End 04/2020
 
Description Crop Residue Management Strategies for Climate-Smart Agriculture in West Africa
Amount £74,766 (GBP)
Funding ID FCG\R1\211025 
Organisation The Royal Society 
Sector Charity/Non Profit
Country United Kingdom
Start 04/2021 
End 12/2022
 
Description EPSRC Impact Acceleration Account
Amount £100,000 (GBP)
Organisation University of Leeds 
Department EPSRC Impact Acceleration Acceleration Account
Sector Academic/University
Country United Kingdom
Start 12/2019 
End 06/2020
 
Description HEFCE Institutional Sponsorship
Amount £42,523 (GBP)
Organisation Higher Education Funding Council for England 
Sector Public
Country United Kingdom
Start 01/2018 
End 07/2018
 
Description Horizon 2020: Co-production of Climate Services for East Africa
Amount € 6,999,277 (EUR)
Funding ID Proposal ID: SEP-210597685 call H2020-LC-CLA-2018-2019-2020 Grant Agreement Number: 869730 
Organisation European Union 
Sector Public
Country European Union (EU)
Start 09/2020 
End 02/2024
 
Description Horizon 2020: Co-production of Climate Services for East Africa
Amount € 6,999,277 (EUR)
Funding ID Proposal ID: SEP-210597685 call H2020-LC-CLA-2018-2019-2020 Grant Agreement Number: 869730 
Organisation European Union 
Sector Public
Country European Union (EU)
Start 09/2020 
End 02/2024
 
Description Improving Preparedness to Agro-Climatic Extremes in Malawi (IPACE-Malawi)
Amount £252,820 (GBP)
Funding ID NE/S005900/1 
Organisation Natural Environment Research Council 
Sector Public
Country United Kingdom
Start 10/2018 
End 07/2020
 
Description Intra-ACP Climate Services and Related Applications - Support to ICPAC
Amount € 8,000,000 (EUR)
Funding ID Contract Number: FED/2019/411-999 CRIS Number: ACP/FED/038-833 (11th EDF) 
Organisation European Union 
Sector Public
Country European Union (EU)
Start 01/2020 
End 09/2024
 
Description Intra-ACP Climate Services and Related Applications - Support to ICPAC
Amount € 8,000,000 (EUR)
Funding ID Contract Number: FED/2019/411-999 CRIS Number: ACP/FED/038-833 (11th EDF) 
Organisation European Union 
Sector Public
Country European Union (EU)
Start 01/2020 
End 09/2024
 
Description Intra-ACP Global Climate Chnage Alliance Plus (GCCA+)
Amount € 1,600,000 (EUR)
Organisation European Union 
Sector Public
Country European Union (EU)
Start 12/2019 
End 12/2022
 
Description NERC GCRF underspend
Amount £200,000 (GBP)
Organisation Natural Environment Research Council 
Sector Public
Country United Kingdom
Start 04/2019 
End 04/2020
 
Description SHEAR Catalyst Call
Amount £250,000 (GBP)
Funding ID NE/S006087/1 
Organisation Natural Environment Research Council 
Sector Public
Country United Kingdom
Start 11/2018 
End 10/2020
 
Description WISER (Weather and Climate Information Services) Africa Programme: WISER Early Warnings for Southern Africa (WISER-EWSA)
Amount £2,000,000 (GBP)
Funding ID W3_GRT22_PROPOSAL_SOUTH 
Organisation Meteorological Office UK 
Sector Academic/University
Country United Kingdom
Start 03/2023 
End 06/2025
 
Title HPC 
Description Enhanced computational capabilities in Numerical Weather Predictions methods 
Type Of Material Improvements to research infrastructure 
Year Produced 2019 
Provided To Others? Yes  
Impact It enabled numeric simulations even at high resolution 
 
Title Microburst Nowcasting Application and Algorithm 
Description Development of microburst and windshear detection algorithm over the Nigerian airspace 
Type Of Material Improvements to research infrastructure 
Year Produced 2021 
Provided To Others? No  
Impact This algorithm, when fully developed and made operational, will present and track the spatial nature of microburst and windshear in the Nigerian airspace and prevent or reduce the risks of avaiators into flying into them. 
 
Title Nowcasting tools 
Description Current state weather events monitoring and validation system was incorporated to our practical demonstrations for our students and this boost operational forecasting capacibility of our insittution 
Type Of Material Improvements to research infrastructure 
Year Produced 2019 
Provided To Others? No  
Impact It allowed nowcasting and validations of present weather 
 
Title Recycling Business in the 21st Century - GMet 
Description Collecting waste products like plastic rubbers, metals, and bottles in the community and selling them. 
Type Of Material Improvements to research infrastructure 
Year Produced 2018 
Provided To Others? Yes  
Impact It has helped in cleaning-up the environment, and reducing poverty (a contribution to the SDGs). 
URL https://juniperpublishers.com/ijesnr/pdf/IJESNR.MS.ID.555893.pdf
 
Title Satellite dish 
Description Satellite data access and archiving 
Type Of Material Improvements to research infrastructure 
Year Produced 2021 
Provided To Others? No  
Impact It allowed nowcasting and validations of present weather 
 
Title Tracking method to study the Extreme events and Easterly African Waves 
Description The methodology is under writeup stage to be published however it was used for the Case study over Senegal 
Type Of Material Improvements to research infrastructure 
Year Produced 2022 
Provided To Others? No  
Impact This methodology help us improve the analysis of extreme events 
 
Title Vodacom - GMet 
Description Vodacom has collaborated with GMet, and developed an application on mobile phones (Android) which will enable GMet to provide severe weather information to inhabitants in Accra whenever there is an approach of rain storms that will cause flooding, then they could be evacuated to safer grounds known as 'safe havens' by NADMO. 
Type Of Material Improvements to research infrastructure 
Year Produced 2018 
Provided To Others? Yes  
Impact It has helped reduce flood related fatalities in the Accra Metropolis. 
URL https://thecouchgh.com/2018/05/30/zanetor-partners-vodacom-rips-to-launch-flood-monitoring-app/
 
Title COSMO 
Description COSMO was run also run in non-hydrostatic mode to simulate special extreme weather events for some special observing periods 
Type Of Material Database/Collection of data 
Year Produced 2021 
Provided To Others? Yes  
Impact The team has been able to study the development and impact of African Easterly Wave, which is a dominant weather event in West Africa 
 
Title Convection-permitting ensemble weather forecast simulations 
Description A set of novel and state-of-the-art ensemble weather forecasts. These were provided in real time for the Testbed forecasting workshops and there are also 20+ historical cases for analysis. They will be used to determine the more effective model configurations for operational forecasting and to conduct novel research on storm predictability in West and East Africa. 
Type Of Material Database/Collection of data 
Year Produced 2019 
Provided To Others? No  
Impact Massive resource for the study of severe weather case studies by SWIFT African partners as UK-based researchers that will be capitalised on from early 2020 to project end. 
 
Title Convective permitting model 
Description is high resolution model that predicts convective rainfall at a resolution of 4kms 
Type Of Material Computer model/algorithm 
Year Produced 2019 
Provided To Others? No  
Impact improvement of weather weather forecast around lake victoria 
 
Title GCRF African SWIFT Skills Matrix for Professionals in the Field of African Meteorology 
Description  
Type Of Material Database/Collection of data 
Year Produced 2021 
Provided To Others? Yes  
URL https://archive.researchdata.leeds.ac.uk/848/
 
Title ICPAC Maproom 
Description This is supported by ENACTS and SWIFT contribution is on producing user-relevant climate information (such as the onset, cessation) and updating the products. 
Type Of Material Data analysis technique 
Year Produced 2017 
Provided To Others? Yes  
Impact Easy accessibility of climate data and information for decision making in agriculture and food security. 
URL http://digilib.icpac.net/maproom/Agriculture/Forecast/ONDonsetCessn.html
 
Title Microburst Nowcasting Application and Algorithm 
Description Massive collection of cloud micro-physical properties and wind field profile datasets. 
Type Of Material Computer model/algorithm 
Year Produced 2021 
Provided To Others? No  
Impact This algorithm, when fully developed and made operational, will present and track the spatial nature of microburst and windshear in the Nigerian airspace and prevent or reduce the risks of avaiators into flying into them. 
 
Title Model Evaluation Tools 
Description MET Tool was used to evaluate model results 
Type Of Material Data analysis technique 
Year Produced 2020 
Provided To Others? Yes  
Impact The team utilized MET to evaluate the result of different models used for the case studies 
 
Title Multi-Year WRF Simulation Data 
Description The dataset is Reanalysis-forced WRF simulations of precipitation and within-season characteristics for ICPAC's operational physics configuration. The data are used to assess model biases in interseasonal characteristics from raingauge-merged CHIRPS. They are now employed to identify operational forecast anomalies of onset, cessation, growing length, and dry and wet spells to measure magnitudes of changes for agriculture-focused forecasts. 
Type Of Material Computer model/algorithm 
Year Produced 2018 
Provided To Others? No  
Impact Contributed to improving and contextualizing operational forecasts. 
 
Title NWCSAF Nowcast product archive 
Description Collection of EUMETSAT satellite data converted to NWCSAF nowcast products and plots of those products, hosed at https://sci.ncas.ac.uk/swift/. Plots publically available 
Type Of Material Database/Collection of data 
Year Produced 2019 
Provided To Others? Yes  
Impact Accessed by operational forecasters and met service staff in SWIFT countries 
URL https://sci.ncas.ac.uk/swift/
 
Title Reanalysis 
Description Reanalysed datasets at high resolutions were pulled to validate some of the simulated events. Others were also used in model initialization. 
Type Of Material Data analysis technique 
Year Produced 2020 
Provided To Others? Yes  
Impact Validations of model results and initiations of models 
 
Title Tracking data 
Description Set a methodology for the detection and automatic monitoring of East African waves and extreme rains over West Africa. 
Type Of Material Data analysis technique 
Year Produced 2020 
Provided To Others? No  
Impact Could help for the monitoring of convective systems associated with extreme events/ maavailable a database of convective system assoct with extreme rain events 
 
Title UKMO Real-Time Convection Model 
Description Real-time convective scale model running every 12 hours out to 5 days lead-time. 
Type Of Material Computer model/algorithm 
Year Produced 2018 
Provided To Others? Yes  
Impact This is a research resource that is available to all scientists and forecasters working in the project that allows the real time and post event assessment of a 'research mode' model. 
 
Title WRF simulation 
Description Provide a best configuration for simulating the extreme rain events over Senegal 
Type Of Material Computer model/algorithm 
Year Produced 2020 
Provided To Others? No  
Impact Could provide a guideline for t forecast of extreme rains event 
 
Title WRF-Simulated Precipitation Data Analysis 
Description Several sets of WRF-simulated precipitation data for MAM 2011 are used to understand model response to cumulus, microphysics, land surface, and radiation schemes over the GHA. The precipitation data were analysed to assess biases in rainfall and onset of MAM 2011. The analysis shows that microphysics schemes have the lowest effects on simulated precipitation while use of NOAH-MP land surface, Kain-Fritsch cumulus and RRMTG shortwave radiation schemes reproduced MAM precipitation more skilfully than other combinations of physics parameterizations. 
Type Of Material Data analysis technique 
Year Produced 2017 
Provided To Others? No  
Impact Contributed to improving operational S2S forecasting over the Greater Horn of Africa 
 
Title Weather Research and Forecasting (WRF) Model 
Description The Weather Research and Forecasting (WRF) Model is a numerical weather prediction system designed for both atmospheric research and operational forecasting purposes. It features two dynamical cores, a data assimilation system, and a software architecture facilitating massively parallel computation and system extensibility. The model serves a wide range of meteorological applications across scales from tens of meters to thousands of kilometers. It has an extensive worldwide user community and is supported by the National Center for Atmospheric Research. 
Type Of Material Database/Collection of data 
Provided To Others? Yes  
Impact WRF was run at non-hydrostatic mode to simulate special extreme weather events for some special observing periods The team has been able to develop an archive of simulated/downscaled data of special observing period events in West Africa 
URL http://www2.mmm.ucar.edu/wrf/users/
 
Description African SWIFT-ICPAC and ForPAc collaboration 
Organisation Shear
Department ForPAc
Sector Charity/Non Profit 
PI Contribution 1) Collaboration in writing of the Eastern Africa Forecasters handbook chapter on seasonal forecasting 2) Manuscript writeup on the sustainability and operationalising of prototype products from various projects that received funding from the UK 3) Contribute to the forecasters handbook
Collaborator Contribution Contributed to writing up sections in the forecasters handbook and also they led the manuscript under review in Climate services
Impact -Manuscript under review in Climate services and near finish book chapter
Start Year 2017
 
Description BP ANACIM Senegal 
Organisation BP (British Petroleum)
Country United Kingdom 
Sector Private 
PI Contribution Capacity building
Collaborator Contribution Resource to be dedicated to in-country forecasting agency - ANACIM
Impact This should result in better weather forecasting using radar in Senegal
Start Year 2018
 
Description CEH-Leeds 
Organisation UK Centre for Ecology & Hydrology
Country United Kingdom 
Sector Public 
PI Contribution My team in Leeds conduct atmospheric studies using observations, models and theoretical ideas. I have also led a number of projects and field experiements in which we have collaborated with CEH.
Collaborator Contribution Expertise in land-surface processes. Expertise in land-atmosphere interactions. Expertise in land-atmosphere climate dynamics. Data analysis, especially remote sensing of rainfall and land surface state. Leadership of projects. Co-supervision of PhD students.
Impact This is a multidisciplinary partnership in the area of land-atmosphere interaction. It has resulted in a large number of high-impact papers, successful jointly-supervised PhD studentships, and successful impacts, especially in Africa.
 
Description ForPAC User Engagement ICPAC 
Organisation Shear
Department ForPAc
Sector Charity/Non Profit 
PI Contribution Capacity building
Collaborator Contribution Facilitating user engagement
Impact Increased awareness to the society on high impact weather
Start Year 2018
 
Description ICPAC 
Organisation ICPAC
Country Kenya 
Sector Private 
PI Contribution Co-production of forecasts
Collaborator Contribution Co-production of forecasts
Impact S2S products that have supported KENGEN and Brookside as well as contributed to seasonal and monthly forecasts issued by KMD
Start Year 2017
 
Description ICPAC Regional Development Objectives Grant Agreement 
Organisation United States Agency for International Development
Country United States 
Sector Public 
PI Contribution Capacity building, forecast production
Collaborator Contribution Support for training workshops
Impact Enhancement of skill on modelling and forecast generation
Start Year 2018
 
Description Met Office 
Organisation Meteorological Office UK
Country United Kingdom 
Sector Academic/University 
PI Contribution Our research group analyses atmospheric processes in order to better represent them in the Met Office's forecast models. We also use those forecast models in our research, and evaluate their performance in order to identify the best strategies to improve the models.
Collaborator Contribution The Met Office brings its models and its datasets to the partnership, in addition to the considerable expertise of its staff. The Met Office also represent a conduit to the impact of our research for society, through its provision of operational weather and climate forecasts.
Impact Our research has influenced the Met Office strategy for model development, especially in regard to high-resolution models, and the convective parametrisation scheme. We have jointly influenced international strategy for atmospheric research and measurements.
 
Description SAWS Training SWIFT 
Organisation Government of South Africa
Department Department of Environmental Affairs
Country South Africa 
Sector Public 
PI Contribution Training, research
Collaborator Contribution Support for training events
Impact Increased participation in training
Start Year 2018
 
Description UCAD/ANACIM partnership 
Organisation The National Senegalese Agency of Civil Aviation and Meteorology
Country Senegal 
Sector Public 
PI Contribution The partnership is established with ANACIM. It consist of seting up a satelite module in the Lab master training and coadvising students in both institutes
Collaborator Contribution Our research could help to better forecast monsoon onset and also extreme events over Senegal
Impact 1. Co-advisory of student 2. Implimentation odf satellite module in our training master 3. Case study C analysis
Start Year 2019
 
Description University of Nairobi 
Organisation University of Nairobi
Country Kenya 
Sector Academic/University 
PI Contribution Co-production of forecasts
Collaborator Contribution Co-production of forecasts
Impact Case Study A on high impact rainfall in E. Africa which will be included in E.A Forecaster's Handbook
Start Year 2017
 
Description WISER Support to ICPAC (W2SIP), African SWIFT-ICPAC and ForPAc collaboration 
Organisation Shear
Department ForPAc
Sector Charity/Non Profit 
PI Contribution 1) Contributed to the first objective forecasting over the region. 2) Joint application to access real time S2S datasets.
Collaborator Contribution 1) Objective forecasting over the GHA. 2) Contributed to the SWIFT testbed 2 through knowledge exchange, coproduction, and user engagement
Impact Objective seasonal forecasts over the GHA since May 2019
Start Year 2019
 
Description WMO HIGHWAY East Africa 
Organisation World Meteorological Organization
Country Switzerland 
Sector Public 
PI Contribution Training, research
Collaborator Contribution Support for Forecast Testbed events
Impact Increased participation in analysing and forecasting on the nowcasting timescale
Start Year 2018
 
Description WMO-GCF Climate Rationale Methodology 
Organisation World Meteorological Organization
Country Switzerland 
Sector Public 
PI Contribution Development of climate rationale methodology document to guide countries in enhancing the climate science basis of climate-related projects submitted to the Green Climate Fund
Collaborator Contribution Travel, Work space
Impact Submission of the climate methodology document to the Green Climate Fund
Start Year 2020
 
Description YESS Community - SWIFT 
Organisation Young Earth System Scientist Community
Country Argentina 
Sector Private 
PI Contribution Capacity building
Collaborator Contribution Participation in SWIFT workshops and events; joint paper-writing
Impact Joint event in Ghana in 2019 - summer school
Start Year 2018
 
Title FASTA 
Description Taking cutting-edge research from the GCRF African SWIFT project and transforming it into practical solutions to short-term weather forecasting needs in Africa, FASTA gives users nowcasting information on current storms, their previous track, and projected motion 1 hour into the future. FASTA uses satellite data from EUMETSAT which is processed using the NWC SAF software 
Type Of Technology Webtool/Application 
Year Produced 2022 
Impact FASTA aims to provide the capabilities needed for African national weather services to enhance their delivery of weather forecasts and ensure access to high-quality weather information for African populations. Ultimately, better preparedness and informed decision-making using nowcasting information will save lives and livelihoods. 
URL http://www.fastaweather.com
 
Title GFS plotting software suite. 
Description The Global Challenges Research Fund (GCRF) African SWIFT (Science for Weather Information and Forecasting Technology) project GFS plotting software consists of shell and python scripts. They are designed to allow users to generate useful images for research and operational use from both operational and archived Global Forecast System (GFS) numerical weather prediction (NWP) data. The plotting scripts are modular and allow for users to select which variables, forecast times and levels they wish to generate images for. 
Type Of Technology Software 
Year Produced 2020 
Open Source License? Yes  
Impact It is hoped that the development of further modules in the future can provide even more useful insight and that the structure of the surrounding code will allow these to be simply be included into routine operational/research work across African met centres and research groups interested in the use of GFS NWP imagery. 
URL https://github.com/earajr/GFS_plotting
 
Title MARTIN Image annotator 
Description MARTIN is a simple program written in python for viewing and annotating weather forecast imagery. It has been created as part of the Global Challenges Research Fund (GCRF) African SWIFT (Science for Weather Information and Forecasting Techniques). The aim of MARTIN is to make the viewing of a very large number of forecast or case study images less awkward and facilitate the drawing of features from one variable on screen to be compared with other related fields (from the same or different model). For the GCRF African SWIFT testbeds MARTIN has been compiled into an executable to simplify the process of using it. This means that there are no python library dependencies. Therefore, the Windows version should work on any Windows computer and the Linux version should work on any Linux computer. The python code can be made available for compilation on a Mac if required, however this has not been tested. 
Type Of Technology Software 
Year Produced 2019 
Open Source License? Yes  
Impact MARTIN was successfully used during SWIFT-SWFDP training in Nairobi in January 2019. It allowed participants to easily access forecast imagery (from thousands of images) and annotate images for case studies. MARTIN is currently still in development and 
URL https://doi.org/10.5281%2Fzenodo.2560181
 
Title Mesoscale Convective Systems' Tracking Algorithm 
Description It is an objective algorithm for tracking Mesocale Convective Systems based on the properties of the storm Some atmospheric characteristics were identified that are favourable to the occurrences of wind-shear microburst, such as: - Dry Adiabatic Lapse Rate - Convective Available Potential Energy - Wind Profile throughout the Atmospheric Column - Cloud Microphysical properties These are being used to develop an algorithm that accounts for both updraft (U) and downdraft instability (D) in microburst generation. 
Type Of Technology Detection Devices 
Year Produced 2021 
Impact Researchers can now track the exact positions of the deep convective cloud systems. This method supersedes the existing subjective MCS's tracking systems Possible advantages of the microburst nowcasting algorithm that is undergoing development are: • Spatial in nature, as it covers the entire country instead of just a single airport. • Accounts for both downdrafts and updrafts within the entire atmospheric column. • Indicates the severity of the storms. • Low maintenance costs and easy deployments. • Creates rooms for further developments. • Non-intensive and non-complex man-power development training. • Complements other systems such as LLWAS, doppler radar, etc. 
 
Title Objective seasonal forecasting 
Description Seasonal forecasts/outlooks at Regional Outlook Forums (RCOFs) were subjective and prone to errors and difficult to verify. Following WMO recommendations and in collaboration with W2SIP and ForPAc projects, ICPAC-SWIFT co-developed a new forecasting tool. It is a computer routine that innovatively combines outputs from the Climate Prediction Tool (CPT) and local regression analysis to create multi-model consolidated objective, reproducible, and verifiable seasonal probabilistic forecasts. 
Type Of Technology New/Improved Technique/Technology 
Year Produced 2019 
Impact Improved and reliable seasonal forecasts suitable for effective risk reduction and management 
 
Title SWIFT Management Tool 
Description A web application for collecting progress updates from Work Package Leaders and Partner Leaders 
Type Of Technology Webtool/Application 
Year Produced 2019 
Open Source License? Yes  
Impact Trial period began in February 2019 reporting period 
URL https://swift-pm.herokuapp.com
 
Title Threshold-based object tracking algorithm for 2D data 
Description The software consists of three python scripts, of which the principal component enables the tracking of threshold-based objects in 2D gridded data. The data can be from model diagnostics or satellite observations, and can be any variable including surface precipitation and infrared brightness temperatures. The tracking itself is based on correlations between consecutive data files. The input should be the variable for tracking, including its time stamp and reference grid. The output can include motion vectors based on the correlations (optical flow), labels of individually identified (and tracked) objects, and lists of individual objects and their characteristics (size, duration, etc.). 
Type Of Technology Software 
Year Produced 2020 
Open Source License? Yes  
Impact Realised impacts from previous versions of the software include (1) the characterisation of changes in convective storms in a future climate (2) the automated tracking of storms in real time using weather radar and (3) the evaluation of convective storm initiation in forecast models. 
URL https://github.com/thmstein/simple-track
 
Title earajr/GFS_plotting: First release of GFS plotting repository 
Description The Global Challenges Research Fund (GCRF) African SWIFT (Science for Weather Information and Forecasting Technology) project GFS plotting software consists of shell and python scripts. They are designed to allow users to generate useful images for research and operational use from both operational and archived Global Forecast System (GFS) numerical weather prediction (NWP) data. The plotting scripts are modular and allow for users to select which variables, forecast times and levels they wish to generate images for. It is hoped that the development of further modules in the future can provide even more useful insight and that the structure of the surrounding code will allow these to be simply be included into routine operational/research work across African met centres and research groups interested in the use of GFS NWP imagery. 
Type Of Technology Software 
Year Produced 2020 
URL https://zenodo.org/record/3678537
 
Description AMS Conference 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Present research results on the Eastern Africa Onset Drivers.
Year(s) Of Engagement Activity 2021
 
Description African SWIFT contributions to the Greater Horn of Africa Climate Outlook Forum 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Presentation at the 50th GHA Climate Outlook Forum on the GCRF African SWIFT Programme and its research contributions to ICPAC to inform stakeholders of new research areas and outputs.
Year(s) Of Engagement Activity 2018
 
Description COP 26, Africa Side event, on energy and climate change, organise by the university of Leeds 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact Familiarise the community of the work that is currently being done over Sub-Saharan Africa by the SWIFT project
Year(s) Of Engagement Activity 2021
 
Description Capacity building training workshop to forecasters in the Burundi Meteorological Authority 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact Training workshop to build the capacity of forecasters in Burundi Meteorological Authority in using dynamical and statistical forecasting tools for developing user-tailored forecast prodcts
Year(s) Of Engagement Activity 2019
 
Description Capacity building training workshop to forecasters in the Djibouti Meteorological Agency 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact Training workshop to build the capacity of forecasters in Djibouti Meteorological Agency in using the WRF model to generate short and medium range weather forecasts
Year(s) Of Engagement Activity 2019
 
Description Celebration of the 5th anniversary of the Paris Agreement at the École Supérieure Polytechnique (ESP-UCAD) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact It seek to put the climate back at the heart of the collective agenda and generate new announcements from states parties to the Paris Agreement on raising the ambition expected for COP26 to be held in Glasgow in 2021
Year(s) Of Engagement Activity 2020
 
Description Conference of the association "Conscience Environmental" 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Public/other audiences
Results and Impact The fight against climate change, what contribution from the world of research
Year(s) Of Engagement Activity 2020
 
Description East and West Africa Benchmarking Exercise - ICPAC 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Distribution of questionnaires on current S2S operational forecast and verification practices. Understanding current operational S2S forecast and verification techniques and also visibility of GCRF African SWIFT to NMHSs which are not part of the project.
Year(s) Of Engagement Activity 2018
 
Description Ensemble and convection-permitting forecast training 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Training for 30-40 weather forecasters and scientists from African countries. Impact include better understanding of how to use convection-permitting and ensemble products for weather forecasting and a larger uptake of these products in Africa.
Year(s) Of Engagement Activity 2020,2021,2022
 
Description Food security and Nutrition Working Group, presentation 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Presentation of the products currently produced from the testbed and updating on the forecasts.
Year(s) Of Engagement Activity 2020,2021
 
Description Forecast Based Financing Workshop 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Third sector organisations
Results and Impact Discuss how forecasts can be tailored to impact based forecasts and come up with a roadmap over the region.
Year(s) Of Engagement Activity 2021
 
Description GCRF African SWIFT Kick-Off Meeting 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Study participants or study members
Results and Impact The NCAS-led Global Challenges Research Fund African Science for Weather Information and Forecasting Techniques (GCRF African SWIFT) project held their kick-off meeting in Dakar, Senegal from 13 - 17 November, 2017. The project meeting in Dakar was an opportunity for the team to lay out the groundwork for the four-year project, which aims to improve tropical forecasting ability, build capacity within African forecasting agencies, and improve communication links to forecast users. The fulfilment of these aims will greatly benefit African populations and demonstrate forecasting capability in the wider developing world. Over 50 project members attended the meeting within which: Work Package leaders developed their plans for the project; the governance and management of SWIFT was outlined to all members; monitoring, evaluation and learning plans were developed in collaboration with project participants; partnerships with external programmes were explored; site visits to local fishing communities were undertaken; and a meeting of the Executive Committee was held. The event was key for the implementation of SWIFT and a chance for key decisions to be made and plans developed in order for the programme to get off to a successful start.
Year(s) Of Engagement Activity 2017
URL https://gcrfafricanswift.exposure.co/gcrf-african-swift-project-kickoff
 
Description GHACOF-55 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Climate Outlook Forum for the Greater Horn of Africa (GHA) for June to August Rainfall Season: Official Release
Year(s) Of Engagement Activity 2020
 
Description GHACOF-56 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Climate Outlook Forum for the Greater Horn of Africa (GHA) for September to December Rainfall Season: Official Release
Year(s) Of Engagement Activity 2020
 
Description GHACOF-57 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Climate Outlook Forum for the Greater Horn of Africa (GHA) for march to May 2021 Rainfall Season: Official Release
Year(s) Of Engagement Activity 2021
 
Description HyVic-pilot flights over Lake Victoria 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact HyVic-pilot flights over Lake Victoria delivered by SWIFT staff, working with WMO-led HIGHWAY  & NERC MOYA projects (Jan 2019), working with Uganda Met Agency & Met Office staff
Year(s) Of Engagement Activity 2019
 
Description ICPAC Capacity Building Workshop 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Capacity building workshop focusing on seasonal forecast generation using statistical and dynamical downscaling techniques.
Year(s) Of Engagement Activity 2018
 
Description ICPAC Capacity-Building Workshop on Data Library and Maproom 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Capacity building on utilizing maproom and analysing climate datasets.
Year(s) Of Engagement Activity 2018
 
Description ICPAC Technical Officers' Training 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact The main objective of the workshop was to train professionals, practitioners and policy makers on the use of climate information in Planning.
Year(s) Of Engagement Activity 2018
 
Description Impact Based Forecasting (IBF) 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Identification of the gaps in the Anticipatory Action and IBF process over the region. This increased the interest of stakeholders to move from traditional to impact based forecasts.
Year(s) Of Engagement Activity 2022
 
Description International Research Management Staff Development Programme workshop series 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact The African SWIFT programme manager was part of a team from South Africa, Botswana, Zambia and the UK that won an award funded by the African Academy of Sciences and the UK's Association of Research Managers and Administrators. She used this to share learning from African SWIFT on best practice in implementing global challenges research through three workshops on the programme life cycle and a toolkit. The initiative both created the foundation of an international research managers' network and ensures some of the African SWIFT legacy objectives are achieved by sharing learning with other professionals in this space.
Year(s) Of Engagement Activity 2021
URL https://www.aasciences.africa/news/african-and-uk-research-management-professionals-co-create-resour...
 
Description Lake Victoria field campaign session by Jennifer Fletcher 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact oral presentation for African Climate Risks Conference, Oct 2019
Year(s) Of Engagement Activity 2019
 
Description Nowcasting in Africa - Satellite contribution to early warning services 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact This webinar aims at giving an overview of Nowcasting in Africa through concrete examples, to present results of recent initiatives to streghthen Nowcasting capacities, and to discuss the future of nowcasting in Africa, including the contribution of the upcoming Meteosat Third Generation (MTG)
Year(s) Of Engagement Activity 2022
URL https://www.eumetsat.int/webinar-nowcasting-africa
 
Description Participation in the NWCSAF CDOP3 Users' Workshop 2020 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact This workshop is devoted to assess the applicability and usefulness of the NWC SAF products in the current phase (CDOP-3) and to revise the proposals for further developments in order to collect the user requirements for the next phase (CDOP-4). Developments and research on the NWCSAF products were presented and plans for future development were discussed.
Year(s) Of Engagement Activity 2020
URL https://www.nwcsaf.org/user-s-workshop-2020
 
Description Pre-GHACOF capacity building training workshop to forecasters and agrometeorologists from 10 countries in the GHA excluding Eritrea 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Professional Practitioners
Results and Impact A one-week event to build the capacity of forecasters and agro-meteorologist in the development of seasonal forecasts; enable forecasters access global model data and apply latest methodologies and tools to develop national forecasts
Year(s) Of Engagement Activity 2019,2020
 
Description Pre-GHACOF capacity building training workshop to forecasters and agrometeorologists from 10 countries in the GHA excluding Eritrea 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact A one-week event to build the capacity of forecasters and agro-meteorologist in the development of seasonal forecasts; enable forecasters access global model data and apply latest methodologies and tools to develop national forecasts
Year(s) Of Engagement Activity 2020,2021
 
Description Presentation at the S2S seminar 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Presented on the co-production process that was utilised in the testbed process over the region
Year(s) Of Engagement Activity 2022
URL http://s2sprediction.net/workshop/
 
Description Primary school outreach 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact 30 KS1 primary school pupils attended a talk on climate science and did a related activity in small groups. Increased awareness of climate and weather issues.
Year(s) Of Engagement Activity 2022
 
Description RA1 Meteorological Satellite Applications held between 4th May and 26th June 2020 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact This satellite applications course was designed to help the participants to improve their skills in identifying key weather systems and features found in Africa and their characteristics in satellite imagery and products. The participants were to develop professional relationships with the other course participants and explore the use of a variety of web and mobile-based applications for communication and learning together.
Year(s) Of Engagement Activity 2020
URL https://training.eumetsat.int/course/view.php?id=362&lang=en
 
Description S2S Forecasting ICPAC/WMO/KOICA 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Capacity building workshop focusing on sub-seasonal to seasonal forecast generation using statistical and dynamical downscaling.
Year(s) Of Engagement Activity 2018
 
Description SWFDP workshop Nairobi 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Doug Parker and Samantha Clarke attended a WMO-SWFDP meeting in Nairobi in Jan 2019 to help run a practical session aimed at operational forecasters from each east African country (1 participant per country) and Doug also gave a lecture on synoptic weather of east Africa. This event was also attended/ organised by Andy Hartley (Met Office/HyVic/SWIFT) who gave many lectures and ran practical sessions. The aim of the workshop was to train the forecasters in using numerical weather prediction model forecasts and to learn about the limitations/ challenges each of the countries operational forecasting centre currently has implementing or using these models. During the workshop SWIFT flyers were handed out and some of Samantha's work for WP7 was presented to the group. This caused participants to visit the SWIFT website and ask for more information on the project/ ask how they could be involved in it.
Year(s) Of Engagement Activity 2019
 
Description SWFDP workshop Togo 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Approximately 2 participant for each west African country (20-30 people) attended a 2 week workshop in Lome, Togo in November 2018 along with around 20 SWIFT participants. This workshop was aimed mostly at training operational forecasters from each west African country. This workshop was a collaboration between WMO and SWIFT and a presentation was given about the SWIFT project along with many discussions taking place between SWIFT participants and the non SWIFT participants. This workshop allowed the SWIFT project to be advertised to a wider audience across multiple African countries and other international countries such as Canada, USA and France. In turn this workshop has opened up research discussions with people from these international countries that would not have been aware of SWIFT otherwise and has helped SWIFT participants to have a better understanding of what countries within west Africa have particular limitations in currently and research that we could do that may help in the future. Lectures and practical sessions were given/ run by SWIFT participants to help the workshop attendees have a better understanding of weather forecasting in west Africa. Many of the SWIFT attendees of this workshop were researchers and attending this event allowed for them to engage with forecasters and learn from them, giving invaluable knowledge for upcoming SWIFT Testbeds.
Year(s) Of Engagement Activity 2018
URL https://africanswift.org/2018/11/
 
Description SWIFT Inaugural Executive Committee and Advisory Board Meeting 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Inaugural meeting of the SWIFT Advisory Board together with the Executive Committee to discuss the upcoming GCRF Grow Cohort Stage Gate Review and to assess progress made in the first year of the programme.
Year(s) Of Engagement Activity 2018
 
Description SWIFT Testbed 3 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Professional Practitioners
Results and Impact Forecasting products developed through SWIFT (synthetic analysis charts, SOPs and NWC-SAF) were used to generate now-casting forecasts that were co-produced with users.
Year(s) Of Engagement Activity 2021
URL https://meteo.go.ke/
 
Description SWIFT test-bed 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact delivered in Nairobi (Jan 2019)
Year(s) Of Engagement Activity 2019
 
Description Science Week 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact The objectives of the Science Week were to strengthen scientific skills on climate change process and envisage innovative solutions for adaptation and mitigation; integrate gender into research and establish research partnerships and networks for evidence-based advocacy for environmentally friendly policies and sustainable management practices.
Year(s) Of Engagement Activity 2019
 
Description Shear Learning Event 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact The goal of the workshop was to understand advancements that have been made in science, coproduction, operationalisation and sustainability of products produced, from various UK funded projects over Eastern Africa. Outputs from this a draft report and a draft manuscript under review.
Year(s) Of Engagement Activity 2020,2021
URL https://www.icpac.net/publications/icpac-shear-learning-event-report/
 
Description Stakeholder engagement in climate services to build capacity for early response of users and decision makers in the Karamoja Cluster 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Professional Practitioners
Results and Impact A multi-agency capacity building workshop and stakeholder engagement to increase use of MAM 2020 seasonal forecast and enhance capacity for early warning and early response in the drought prone cross-border region of Ethiopia, Kenya, South Sudan, and Uganda. Participants include practitioners, decion makers, and regional actors.
Year(s) Of Engagement Activity 2020
 
Description Sub-seasonal forecasting testbed 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact The S2S forecasting testbed was a two-year testbed where bespoke sub-seasonal forecasts were co-produced and trialled in real-time. It started with a week-long kick off workshop which took place in Ngong, Kenya in 2019 and brought together forecast users (10), operational forecast producers (11) and researchers (17) from the UK and Africa. The co-production approach used an iterative approach with the 6 building blocks and 10 principles of coproduction from the WISER/FCFA coproduction manual (Carter et al 2019). Regular engagement took place throughout the two years, additionally, key-informant interviews with the key forecast users took place to capture the benefits of the new sub-seasonal forecasts in their decision-making contexts.
Year(s) Of Engagement Activity 2019,2020,2021,2022
URL https://www.sciencedirect.com/science/article/pii/S2405880721000340
 
Description TAMSAT Sattelite Rainfall Estimation and Validation Workshop held from 6th to 22nd July 2020 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact "The overall aim of this course was to improve capacity in Africa to use satellite-based
rainfall datasets for climate services.
Key to the central aim was the development of a community of practitioners, who are
confident in the robust application of satellite-based rainfall estimates. As well as
focusing on technical skills and knowledge, our courses therefore aim to foster a
growing community of meteorologists in Africa, enthusiastic about developing new
technological solutions for climate services."
Year(s) Of Engagement Activity 2020
 
Description TEST BED S2S, TESTBED 1 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Co-production of climate information with users
Year(s) Of Engagement Activity 2019
 
Description Talk at National Centre for Earth Observation Annual Conference 2019 by Peter Hill 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Oral presentation on use and evaluation of nowcasting software within the project.
Year(s) Of Engagement Activity 2019
 
Description The 2nd National Climate Outlook Forum for Kenya, 19th February 2021 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact National Climate Outlook Forum for Kenya for March to May Rainfall Season: Official Release
Year(s) Of Engagement Activity 2021
 
Description The Greater Horn of Africa Climate Outlook Forum (GHACOF) 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Professional Practitioners
Results and Impact Provide seasonal climate outlook for upcoming season for practitioners/stakeholders develop mitigation strategies
Year(s) Of Engagement Activity 2019,2020
URL http://www.icpac.net
 
Description The Greater Horn of Africa Climate Outlook Forum (GHACOF) 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Provide seasonal climate outlook for upcoming season for practitioners/stakeholders develop mitigation strategies
Year(s) Of Engagement Activity 2020,2021
 
Description Training of KMD forecasters 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Training of the forecasters on the downscaling techniques at monthly and seasonal timescales. This included framework on setting up the seasonal forecasts.
Year(s) Of Engagement Activity 2022
 
Description Training of Trainers for East and Southern Africa, Kampala 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Professional Practitioners
Results and Impact The intended purpose was to train forecasters on developing the objective forecasts utilising PyCPT and also ICPAC based regression techniques. In addition forecasters were also trained on the maprooms
Year(s) Of Engagement Activity 2021
URL https://cgspace.cgiar.org/bitstream/handle/10568/117000/Workshop%20report_AICCRA_Uganda%20Nov%202021...
 
Description Training of trainers for East and Southern Africa, Vic Falls 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Professional Practitioners
Results and Impact The intended purpose was to train forecasters on developing the objective forecasts as recommended by the WMO. In addtion the workshop also aimed at interacting with climate information users and introduce them on the different aspects of co-production
Year(s) Of Engagement Activity 2021
URL https://www.uneca.org/?q=events/climate-research-for-development-in-africa/institutional-linkages%2C...
 
Description Tropical Meteorology of West and East Africa - SWIFT and YESS International Summer School 2019 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact An exciting two-week International Summer School on Tropical Meteorology over West and East Africa took place at Kwame Nkrumah University of Science and Technology (KNUST) in Kumasi, Ghana, to train the next generation of scientists in tropical meteorology and forecasting techniques. The International Summer School was organised by the African Science for Weather Information and Forecasting Techniques (African SWIFT) and the Young Earth System Scientists (YESS) Community. Teaching was carried out by International experts in the field of tropical meteorology, from both academia and operational centres across the world. Daily lectures in African meteorology covered a wide variety of themes, followed by practical sessions and daily weather forecast discussions, giving a hands-on learning experience designed to build technical forecasting skills.
Year(s) Of Engagement Activity 2019
 
Description UK Alliance for Disaster Research Meeting 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact To raise awareness of the SWIFT project, its goals and objectives.
Year(s) Of Engagement Activity 2018
 
Description Users Engagement Workshop 
Form Of Engagement Activity A press release, press conference or response to a media enquiry/interview
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact Radio talk show on persisting dust haze: Impact and Mitigation
Year(s) Of Engagement Activity 2021
 
Description Users Engagement Workshop 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Policymakers/politicians
Results and Impact Users engagement on general climate, extreme weather events and onset planning
Year(s) Of Engagement Activity 2019
 
Description Users Engagement Workshop 
Form Of Engagement Activity A broadcast e.g. TV/radio/film/podcast (other than news/press)
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact Radio talk show on Onset, Cessation, Climate Mitigation Practices and Climate-Smart practices
Year(s) Of Engagement Activity 2020
 
Description Virtual  Onsite Training Workshop on "Research and Grants Management" held between 1st and 3rd September 2020 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact "Virtual Onsite Training Workshop on "Research and Grants Management" run by the BRECcIA Project & Southern African Research and Innovation Management Association (SARIMA), held from 1 - 3 September 2020. The following topics were covered:1. Managing the research Grant process- Grant Proposal Writing, Research
fundraising, Applications, Reviews and Evaluations; 2. Monitoring, Evaluation and Finance Management
a) Information management system
b) Reporting
c) Audits
3. Stakeholder Relations (Comprehensive)"
Year(s) Of Engagement Activity 2020
 
Description Workshop on Co-production of Climate Services for Nutrition in Senegal 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact The activity was organized through the Adapt Agriculture to Climate Today for Tomorrow (ACToday) project. During that activity, we have analyse the impact of climate variability on food systems from a nutrition perspective, identify decisions and interventions that can mitigate the effects of climate variability on nutrition. In addition, we have with the end-users dentify existing and future climate information for nutrition decision-making. Also we established priorities and a roadmap for the development of nutrition-relevant climate information, its effective communication and the empowerment of nutrition actors to use it
Year(s) Of Engagement Activity 2021
 
Description draft Africa climate change strategy Consultation webinar 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact presentation of the draft updated Africa Climate Change Strategy document and to invite feedback on its content from a cross-section of experts and interest groups drawn from all corners of the continent.
Year(s) Of Engagement Activity 2020