DRiSL: The Drought Risk finance Science Laboratory
Lead Research Organisation:
University of Sussex
Department Name: Sch of Global Studies
Abstract
Whether on television, newspapers, the internet or first-hand we have all seen the damage that floods, droughts and other weather hazards can have on people's lives and their livelihoods. It is a sad fact that such hazard events disproportionately impact developing countries and poor people. However it is also increasingly evident that acting before a disaster occurs can save lives. For example, frontline humanitarian organisations and government agencies can themselves prepare by getting supplies and staff in readiness. More importantly, agencies can directly help the population prepare so that the impacts of a hazard are actually much reduced. Such actions depend on the lead time of a forecast but can range for example from distributing money, drought-resistant seeds, animal fodder to communities to ensuring evacuation procedures are followed. Acting before an event means they can also do this at a lower cost than the traditional 'late' post disaster humanitarian response. As a result there is growing momentum within the humanitarian system to move beyond the current 'begging bowl' funding model of post-disaster appeals, towards obtaining and distributing humanitarian funds before a disaster occurs. This change can enable humanitarians to mobilise more collaboratively, more predictably, and importantly in anticipation of crises. For this to occur requires trustworthy forecasts of hazards like storms, floods and droughts, and credible information on the condition of the people and systems exposed to them.
Forecast based financing and Disaster Risk financing initiatives, utilise information to anticipate potential disasters and set pre-agreed triggers for the release of disaster prevention finance. The advantage of this approach is that it is data-driven and objective. It thereby circumvents long debates around potentially conflicting early warning signs which tend to paralyse humanitarian action. It puts in place a robust predictable process to release funding or initiate action before a disaster occurs. Humanitarian agencies working on developing these systems face a problem, however. They are not scientists nor social scientists; but they need to use information from both realms of research to trigger the systems and have confidence in this information.
They also must be accountable to the people that the system looks to support and the donors that finance it. The START Network Drought financing facility (DFF) and the Weithungerhilfe (WHH) Madagascar Forecast based financing project are both at this juncture of selection and development of scientific data to apply to these initiatives. The DFF having begun the design with a Global Parametric model and have a prototype model that requires testing and evaluation, whereas the WHH Madagascar Forecast based financing project is starting out from the beginning. However, currently no process, independent honest broker, or method to provide an independent review of the scientific (science and social science) credibility of these systems exists in an operational context. This is a stumbling point in the adoption of these ground breaking initiatives by other organisations.
This project looks to meet the needs of humanitarian agencies. In particular it will provide "scientific due diligence" to the forecast and action components of these proactive schemes and hence ensure that the information going into them is as trustworthy as possible. It will assess a suit of global drought models in regard to their uncertainty and ability to depict emerging food security crisis. Global data products will be explored alongside data on the ground of drought and food security events in the three test sites associated of Pakistan, Zimbabwe and Madagascar. It will help the humanitarian practitioners understand the limitations of the science for decision making and the fundamental risk of acting proactively when acting with forecast and monitoring information.
Forecast based financing and Disaster Risk financing initiatives, utilise information to anticipate potential disasters and set pre-agreed triggers for the release of disaster prevention finance. The advantage of this approach is that it is data-driven and objective. It thereby circumvents long debates around potentially conflicting early warning signs which tend to paralyse humanitarian action. It puts in place a robust predictable process to release funding or initiate action before a disaster occurs. Humanitarian agencies working on developing these systems face a problem, however. They are not scientists nor social scientists; but they need to use information from both realms of research to trigger the systems and have confidence in this information.
They also must be accountable to the people that the system looks to support and the donors that finance it. The START Network Drought financing facility (DFF) and the Weithungerhilfe (WHH) Madagascar Forecast based financing project are both at this juncture of selection and development of scientific data to apply to these initiatives. The DFF having begun the design with a Global Parametric model and have a prototype model that requires testing and evaluation, whereas the WHH Madagascar Forecast based financing project is starting out from the beginning. However, currently no process, independent honest broker, or method to provide an independent review of the scientific (science and social science) credibility of these systems exists in an operational context. This is a stumbling point in the adoption of these ground breaking initiatives by other organisations.
This project looks to meet the needs of humanitarian agencies. In particular it will provide "scientific due diligence" to the forecast and action components of these proactive schemes and hence ensure that the information going into them is as trustworthy as possible. It will assess a suit of global drought models in regard to their uncertainty and ability to depict emerging food security crisis. Global data products will be explored alongside data on the ground of drought and food security events in the three test sites associated of Pakistan, Zimbabwe and Madagascar. It will help the humanitarian practitioners understand the limitations of the science for decision making and the fundamental risk of acting proactively when acting with forecast and monitoring information.
Planned Impact
DRiSL is a demand-led project addressing the pivotal needs of humanitarian agencies involved in drought risk financing initiatives. We focus our research on the START network Drought Finance Facility and the Weithungerhilfe (WHH) led equivalent for Madagascar providing a clear and direct pathway to impact for the project. We expect DRiSL will have a direct and measurable impact on these initiatives and hence the people at risk they mean to serve, resulting in modifications to disaster risk financing facility design.
The project will undertake a 'scientific due diligence' approach to evaluating the scientific and social scientific basis of disaster risk financing. Given the inevitable possibility with risk based assessments that a potential crises is missed or a false alarm raised, a process of 'scientific due diligence' ensures that the risks of disaster resilience finance distribution are assessed in as an accountable, transparent and defensible manner as possible. The achievement of these attributes provides a sound basis to establishing the legitimacy and credibility of using financial instruments for building resilience to disasters. Ultimately therefore the research facilitates the up and out-scaling of risk financing initiatives.
Impact is ensuring through the participation of humanitarian practitioners as project partners, namely through the START network. The START network comprises 42 national and international aid agencies, has 7000 partners, in 200 countries and territories worldwide, from five continents. To illustrate the START network's reach and impact, by August 2016 the associated START Fund had been activated on 76 occasions, and had reached 4.2 million people across 45 countries. Whilst one of the network's other programmes, START Engage manages an extensive disasters and emergencies preparedness programme (DEPP), with 14 separate projects involving 44 organisations in 10 countries.
We will utilise a Participatory Impact Pathways Analysis (PIPA) framework and method to plan, monitor and evaluate the impact of our project. This will be rooted in, and flow from a coherent 'Theory of Change' established early in the project. Impact will also be ensured by the involvement of project partners associated with on-going DfID-NERC programmes of Future Climate for Africa and SHEAR.
The project will undertake a 'scientific due diligence' approach to evaluating the scientific and social scientific basis of disaster risk financing. Given the inevitable possibility with risk based assessments that a potential crises is missed or a false alarm raised, a process of 'scientific due diligence' ensures that the risks of disaster resilience finance distribution are assessed in as an accountable, transparent and defensible manner as possible. The achievement of these attributes provides a sound basis to establishing the legitimacy and credibility of using financial instruments for building resilience to disasters. Ultimately therefore the research facilitates the up and out-scaling of risk financing initiatives.
Impact is ensuring through the participation of humanitarian practitioners as project partners, namely through the START network. The START network comprises 42 national and international aid agencies, has 7000 partners, in 200 countries and territories worldwide, from five continents. To illustrate the START network's reach and impact, by August 2016 the associated START Fund had been activated on 76 occasions, and had reached 4.2 million people across 45 countries. Whilst one of the network's other programmes, START Engage manages an extensive disasters and emergencies preparedness programme (DEPP), with 14 separate projects involving 44 organisations in 10 countries.
We will utilise a Participatory Impact Pathways Analysis (PIPA) framework and method to plan, monitor and evaluate the impact of our project. This will be rooted in, and flow from a coherent 'Theory of Change' established early in the project. Impact will also be ensured by the involvement of project partners associated with on-going DfID-NERC programmes of Future Climate for Africa and SHEAR.
Organisations
- University of Sussex (Lead Research Organisation)
- Red Cross/Red Crescent Climate Centre (Collaboration)
- START Network (Collaboration, Project Partner)
- WELTHUNGERHILFE (Collaboration)
- Global parametrics (Collaboration)
- World Food Programme (Italy, Sudan, Senegal) (Collaboration)
- International Committee of the Red Cross (Collaboration)
- Centre for Disaster Protection (Collaboration)
Publications



Black E
(2023)
Application of TAMSAT-ALERT soil moisture forecasts for planting date decision support in Africa
in Frontiers in Climate

Blamey R
(2018)
The role of regional circulation features in regulating El Niño climate impacts over southern Africa: A comparison of the 2015/2016 drought with previous events
in International Journal of Climatology

Boult V
(2020)
Evaluation and validation of TAMSAT -ALERT soil moisture and WRSI for use in drought anticipatory action
in Meteorological Applications

Boult V
(2022)
Towards drought impact-based forecasting in a multi-hazard context
in Climate Risk Management

Colman A
(2019)
Direct and indirect seasonal rainfall forecasts for East Africa using global dynamical models
in International Journal of Climatology

Dunning C
(2018)
Later Wet Seasons with More Intense Rainfall over Africa under Future Climate Change
in Journal of Climate

Gudoshava M
(2024)
Advances, gaps and way forward in provision of climate services over the Greater Horn of Africa
in Frontiers in Climate
Description | Many organisations would like to help society cope with drought by setting up humanitarian systems that provide funding for preparedness actions in advance of the onset of drought and associated impacts. The Start network Drought Finance Facility (DFF) is one such example. The DFF involved triggering for the release of resources based on some indicator of drought (a biophysical indicator from climate observations, model outputs like soil moisture or satellite-derived vegetation condition) over the drought-prone and vulnerable regions. However, the choice of drought indicator and the trigger (the drought risk 'model') is not obvious. In the DRiSL project we assessed a wide range of drought 'models' to see how sensitive the triggering is to the choice of drought indicator, using long records of drought indicator data. We find considerable sensitivity in when the DFF would trigger funding fro drought to the choice of data. Further, by comparison of the triggered events with indicators of the impact of drought we find that there is often a relatively weak relationship between the biophysical and socio-economic indicators of drought. For these reasons drought management systems like DFF must be very carefully designed to ensure robust performance The design of the Start network drought finance facility has changed as a result |
Exploitation Route | We have writtenn 'due diligence' guide to the design of drought Finance systems to help organisations |
Sectors | Agriculture Food and Drink Communities and Social Services/Policy Environment Other |
Description | The DRiSL project is a 'demand-driven project', primarily to provide evidence to support Humanitarian organisations in developing drought risk models as part of their Drought Risk Financing systems, specifically the Start Network's Disaster Risk Finance initiatives (DRF). Start is a network of major international NGOs. DRiSL has influenced the development of the drought DRF systems operated by Start and partners in a number of ways and has informed the use of more refined and robust drought disaster risk model design. First, our initial results highlighted problems with the candidate drought model from an existing consultant. On that basis Start has decided to develop alternative designs for the various countries in which it operates depending on the particular agricultural and climatic conditions prevailing in each case. As such DRiSL has helped inform and refine the choice of biophysical drought indictors in both the Madagascar DRF and Pakistan DRF (which included new bespoke products developed by the DRiSL partner University of Reading) . Second, DRiSL sought to quantify the nature and magnitude of 'basis risk' in DRF systems related to (i) uncertainty in drought biophysical metrics (ii) the complex link between biophysical drought and socio-economic outcomes that drive actual humanitarian need. This evidence has led to the development of a 'Due Diligence' guide for humanitarian organisations to guide design of science-informed disaster risk finance models, to account for sources of basis risk. This is available here https://startnetwork.org/resource/scientific-due-diligence-humanitarian-disaster-risk-financing and a video summary here https://www.youtube.com/watch?v=ef2FgI_4qZE. (This guide was intended to be released at a joint conference with the Centre for Disaster Protection in March 2020 which was cancelled due to COVID). Overall, the evidence generated by DRiSL has reinforced Start network awareness of basis risk, leading to system design to account for this, which now include flexible systems in which a binary trigger based system is complemented with flexible contingency funding (with secondary triggers). Further START network are members of the IGAD Regional Technical Working Group on. AA |
First Year Of Impact | 2020 |
Sector | Agriculture, Food and Drink,Communities and Social Services/Policy,Environment |
Impact Types | Societal Economic |
Description | Development of the regional road map on Anticipatory Actions for East Africa and Greater Horn of Africa |
Geographic Reach | Africa |
Policy Influence Type | Contribution to new or improved professional practice |
Impact | New operating procedures for weather/climate risk management by multiple agencies across East/greater Horn of Africa see https://igad.int/download/the-igad-regional-roadmap-for-anticipatory-action/ |
URL | https://igad.int/download/the-igad-regional-roadmap-for-anticipatory-action/ |
Description | Enhancement of forecasting procedures at KMD |
Geographic Reach | Africa |
Policy Influence Type | Contribution to new or improved professional practice |
Impact | Improved forecasting procedures at KMD 1. Transfer to KMD of means of production of new decision-relevant forecasts of metrics used in NDMA drought EWS based on optimised forecasting method. Training provided through a number of trainings to KMD in May and Dec 2020. Forecasts now produced operationally by KMD starting with the OND 2021 season SPI products were sustained by KMD for last OND with only minimal support from Met Office i.e. they effectively operationalised (or institutionalised as they prefer to say) the production. Met Office set up a Github sharing platform with KMD to safely manage and further develop the code. The SPI products were also integrated into the KND published national forecast. The new season lead forecast is now operationally included the national outlook 2. KMD now use the Met office Global Hazard map to inform severe weather advisories, to good effect in September 2018, when they used the GHM to inform a KMD advisory forecast issued on 24th September 2018 moderate probability of heavy rain and flooding in the Mombasa and coastal region of Kenya. 3. Kenya Met Department staff have changed the form in which climate forecasts are prepared by acknowledging uncertainty in climate forecasts, following a training module developed at Sussex and skill assessment of KMD forecasts by ForPAc project 4. KMD staff x2 attended WCRP/WMO S2S real time pilot hackathon in early 2020 to develop the bespoke S2S products 5. Training on soil moisture forecast production has been carried out at KMD but not yet operationalised ForPAc has "Supported improvements in existing forecast operations across our forecast portfolio [including] new co-produced forecast products [e.g. the] improved and actionable seasonal/monthly forecasts...used in the [Kenya] drought phase classification system, sustainably formalised into KMD operations" [Director, KMD] "ForPAc has improved the capacity of KMD to take advantage of the major advances in global forecasting and the appetite of our national risk management agencies, to respond to this opportunity |
URL | http://www.kmd.gov.ke |
Description | IGAD Regional Technical Working Group on Anticipatory Action |
Geographic Reach | Africa |
Policy Influence Type | Contribution to new or improved professional practice |
Impact | Under the Regional Roadmap on AA, the RTGWAA advises IGAD governments on implementation of AA for climate risk management |
URL | https://www.icpac.net/publications/terms-of-reference-for-regional-technical-working-on-anticipatory... |
Description | Improved weather/climate forecast verification at regional climate centre for Greater Horn of Africa ICPAC |
Geographic Reach | Africa |
Policy Influence Type | Contribution to new or improved professional practice |
Impact | Improved forecast verification leading to greater credibility of forecast information |
URL | https://www.icpac.net/rcc/skill-diagnostics/ |
Description | NDMA Kenya (National Drought Management Authority) have new Drought Bulletin incorporating forecasts for the first time, using ForPAc project forecasts of decision relevant metrics |
Geographic Reach | National |
Policy Influence Type | Contribution to new or improved professional practice |
Impact | Better drought risk management information for anticipatory risk management The National Drought Management Authority (NDMA) of Kenya has advanced the national drought Early Warning System from being reactive to partially forecast-based "Following [ForPAc] research, several novel and skilful forecasts of key drought indicators (Standardized Precipitation Index, SPI; Vegetation Condition Index, VCI; Soil Moisture) have been co-developed and piloted in several counties, including a 7-couty pilot during Oct-Dec 2020 rainfall season As a consequence, the NDMA has developed a new template for its monthly drought bulletins...The template now includes[these] forecasts" [CEO, NDMA]. The new forecasts enable NDMA to manage drought risk better, "in order to reduce the impact, recovery time and costs associated with traditional drought response". The new forecasts enabled earlier warning with forecasts for Oct-Dec issued as early as July 2020, "giving stakeholders ample time to initiate drought preparedness actions". In summary, "These projects have substantially advanced our drought Early Warning System". Monthly production, being shared through NDMA 7-county pilot with drought information officers, and included in NDMA bulletins. These forecast are now included in the monthly drought bulletins of the NDMA This is being scaled out across all 23 ASAL counties in Kenya Further NDMA are now undertaking a review of the whole drought EWS with a view to redesigning a forecast-based system, informed by ForPAc Update 2023: Forecasts continue to be included in NDMA monthly drought bulletins |
URL | https://www.ndma.go.ke/ |
Description | New National Road map on Anticipatory Action in flod/drought risk management spearheaded by WFP and the Kenya Red Cross |
Geographic Reach | Africa |
Policy Influence Type | Contribution to new or improved professional practice |
Impact | Improved weather/climate risk management |
Description | New drought forecast products for Greater Horn of Africa produced by regional forecasting centre ICPAC |
Geographic Reach | Africa |
Policy Influence Type | Contribution to new or improved professional practice |
Impact | Improved drought risk management through production and dissemination of decision-relevant forecasts |
URL | https://geoportal.icpac.net/ |
Description | New drought risk management Anticipatory Action Initiative in 2 counties in kenya |
Geographic Reach | Africa |
Policy Influence Type | Contribution to new or improved professional practice |
Impact | New drought risk management Anticipatory Action Initiative in 2 counties (Wajir and Marsabit) in Kenya by the WFP This leads on from ForPAc initiatives and builds on the regional AA 'roadmap' This has also prompted a willingness by WFP to fund KMD's access to ECMWF's sub-seasonal data. |
Description | On-line training course on Co-Production for African National Meteorological Services |
Geographic Reach | Africa |
Policy Influence Type | Influenced training of practitioners or researchers |
Impact | The course aims to improve interaction between climate scientists and stakeholders as well as improving the production of tailored climate services. Now avilable via the WMO Global Campus page. It is under the "Current" (blue) lower tab at the following website https://learningevents.wmo.int/#/. |
URL | http://walker.ac.uk/about-walker/news-events/learning-to-co-produce-course-goes-live-on-walker-acade... |
Description | RCMRD operational production of new forecast products |
Geographic Reach | Africa |
Policy Influence Type | Influenced training of practitioners or researchers |
Impact | The Regional Centre for Mapping and Resource Development (RCMRD) for East Africa "now use the ForPAc algorithmsand softwareinto our own pipeline [to] produce the novel VCI forecast product, [which is] qualitatively different from anything we've been able to do before and provides our stakeholders with a decision making tool with much greater power" [Director General, RCMRD]. |
URL | http://rcmrd.org |
Description | influenced design of the Start network Drought Risk Management systems |
Geographic Reach | Multiple continents/international |
Policy Influence Type | Influenced training of practitioners or researchers |
Impact | The DRiSL project is a 'demand-driven project', primarily to provide evidence to support Humanitarian organisations in developing drought risk models as part of their Drought Risk Financing systems, specifically the Start Network's Disaster Risk Finance initiatives (DRF). Start is a network of major international NGOs. DRiSL has influenced the development of the drought DRF systems operated by Start and partners in a number of ways and has informed the use of more refined and robust drought disaster risk model design. First, our initial results highlighted problems with the candidate drought model from an existing consultant. On that basis Start has decided to develop alternative designs for the various countries in which it operates depending on the particular agricultural and climatic conditions prevailing in each case. As such DRiSL has helped inform and refine the choice of biophysical drought indictors in both the Madagascar DRF and Pakistan DRF (which included new bespoke products developed by the DRiSL partner University of Reading) . Second, DRiSL sought to quantify the nature and magnitude of 'basis risk' in DRF systems related to (i) uncertainty in drought biophysical metrics (ii) the complex link between biophysical drought and socio-economic outcomes that drive actual humanitarian need. This evidence has led to the development of a 'Due Diligence' guide for humanitarian organisations to guide design of science-informed disaster risk finance models, to account for sources of basis risk. This is available here https://startnetwork.org/resource/scientific-due-diligence-humanitarian-disaster-risk-financing and a video summary here https://www.youtube.com/watch?v=ef2FgI_4qZE. (This guide was intended to be released at a joint conference with the Centre for Disaster Protection in March 2020 which was cancelled due to COVID). Overall, the evidence generated by DRiSL has reinforced Start network awareness of basis risk, leading to system design to account for this, which now include flexible systems in which a binary trigger based system is complemented with flexible contingency funding (with secondary triggers). |
URL | https://startnetwork.org/resource/scientific-due-diligence-humanitarian-disaster-risk-financing |
Description | Applying Astronomy Data Analysis to enhance disaster forecasting |
Amount | £100,462 (GBP) |
Funding ID | ST/R004811/1 |
Organisation | Science and Technologies Facilities Council (STFC) |
Sector | Public |
Country | United Kingdom |
Start | 03/2018 |
End | 03/2019 |
Description | CLimate Adaptation and Resilience In Tropical drYlands (CLARITY). CLARE programme |
Amount | $8,000,000 (CAD) |
Organisation | International Development Research Centre |
Sector | Public |
Country | Canada |
Start | 03/2023 |
End | 10/2026 |
Description | Exploiting environmental data for food security in Africa: a new rainfall dataset for monitoring and early action |
Amount | £160,351 (GBP) |
Organisation | University of Reading |
Sector | Academic/University |
Country | United Kingdom |
Start | 07/2019 |
End | 07/2021 |
Description | GCRF African Science for Weather Information and Forecasting Techniques (African SWIFT) |
Amount | £7,971,410 (GBP) |
Funding ID | NE/P021077/1 |
Organisation | Natural Environment Research Council |
Sector | Public |
Country | United Kingdom |
Start | 09/2017 |
End | 12/2022 |
Description | INtegrated FORecasting for Mitigation of risk |
Amount | £152,782 (GBP) |
Organisation | UK Department for International Development |
Sector | Public |
Country | United Kingdom |
Start | 01/2020 |
End | 12/2020 |
Description | Learning to co-produce |
Amount | £20,000 (GBP) |
Organisation | Natural Environment Research Council |
Sector | Public |
Country | United Kingdom |
Start | 04/2020 |
End | 03/2021 |
Description | Probabilistic Forecasting of Food Security in Africa |
Amount | £66,000 (GBP) |
Organisation | University of Sussex |
Sector | Academic/University |
Country | United Kingdom |
Start | 03/2018 |
End | 06/2020 |
Description | Strengthening PAStoralist livelihoodS in the African Greater horn through Effective anticipatory action (PASSAGE), CLARE programme |
Amount | $8,000,000 (CAD) |
Organisation | International Development Research Centre |
Sector | Public |
Country | Canada |
Start | 03/2023 |
End | 10/2026 |
Description | Sussex Sustainability Research Programme - Prediction of food security crises and effective responses |
Amount | £100,000 (GBP) |
Organisation | University of Sussex |
Sector | Academic/University |
Country | United Kingdom |
Start | 05/2017 |
End | 06/2019 |
Title | Decision-relevant drought indices: Country and admin level-1 Soil Moisture and drought indices with associated Return Periods 1 for three target countries: |
Description | Multiple decision-relevant drought indices: Country and admin level-1 Soil Moisture and drought indices from multiple sources of data with associated Return Periods 1 for three target countries: Zimbabwe, Pakistan and Madagascar |
Type Of Material | Database/Collection of data |
Year Produced | 2019 |
Provided To Others? | No |
Impact | support DRiSL project |
Title | Developed Framework for decision-making in Disaster Risk Financing |
Description | A Framework for help pratcitioners understand decision-making in Disaster Risk Financing to assist with Disaster Risk Financing system design |
Type Of Material | Data analysis technique |
Year Produced | 2018 |
Provided To Others? | Yes |
Impact | Assist in design of START network Drought Finance Facility |
Title | New model for forecasting satellite derived vegetation condition index (VCI) for anticipatory drought risk management |
Description | Statistical forecast algorithm providing forecasts up to 12 weeks lead time for VCI. developed and evaluated over Kenya and East Africa |
Type Of Material | Computer model/algorithm |
Year Produced | 2020 |
Provided To Others? | Yes |
Impact | VCI forecast products means of production established at the RCMRD in Kenya, and backstopped by production at University of Sussex.. Products then provided to the NDMA in Kenya for inclusion on their monthly county drought bulletins |
Title | TAMSAT-ALERT decision support framework |
Description | TAMSAT-ALERT (The TAMSAT Agricultural Early Warning System) outputs community level agricultural risk assessments based on multiple streams of data, including Earth Observation, Reanalysis and meteorological forecasts. In essence, the system addresses the question: 'Given the state of the land surface, the stage in the growing season and the meteorological forecast, what is the chance of some adverse agricultural outcome?'. So far the system has been implemented for seasonal drought risk assessment, planting date decision support and probabilistic crop yield forecasting. |
Type Of Material | Computer model/algorithm |
Year Produced | 2018 |
Provided To Others? | Yes |
Impact | - Early warning of agricultural drought in northern Ghana during 2017 (system also run in 2018) - Plans for field trials of the planting date decision support |
Title | TAMSAT-ALERT: Prototype climate forecast product Forecasts of agriculturally relevant metrics: |
Description | The Tamsat-Alert system has been calibrated to produce weekly forecasts of end of season Water Requirement Satisfaction Index over kenya on a 25km grid |
Type Of Material | Database/Collection of data |
Year Produced | 2019 |
Provided To Others? | No |
Impact | Piloted in Kenya drought EWS. TAMSAT-ALERT forecasts are now routinely issued via the TAMSAT website subsetting tool (https://data.tamsat.org.uk/) for up to 5 months in the future. The forecasts, along with the soil moisture observations, are being used within the agricultural and financial sectors for agricultural decision support (in partnership with One Acre Fund), weather index insurance (in partnership with Risk Shield) and forecast-based finance (in partnership with the Start Network). TAMSAT operations lead, Ross Maidment, will use his Knowledge Exchange fellowship to encourage further take up of the TAMSAT-ALERT products by the financial sector. |
Title | Water Resources Satisfaction Index data generated for decision-relevant crop types in Zimbabwe using calibrated and validated Tamsat-Alert system |
Description | Water Resources Satisfaction Index data generated for decision-relevant crop types in Zimbabwe using calibrated and validated Tamsat-Alert system |
Type Of Material | Database/Collection of data |
Year Produced | 2019 |
Provided To Others? | Yes |
Impact | Supports DRiSL project |
Title | Winter wheat yield prediction model for Pakistan |
Description | An NDVI-based yield prediction model was developed for the Punjab, Sindh and Balochistan provinces of Pakistan. The model takes high resolution, publicly available NDVI data as input and uses the TAMSAT-ALERT approach to predict the evolution of NDVI at district scale over a season. A machine learning approach is used to relate the NDVI to district crop yields. This enables us to anticipate which districts in the three provicnes are likely to experience low winter wheat yield. The model has proved highly skillful at predicting winter wheat yield from February onwards (winter wheat is planted in November and harvested in April). In 2020-2021 season, the model was successfully implemented for Punjab and Sindh and it was extended to Balochistan in 2021-2022. The model is the basis for the START Networks Disaster Risk Financing scheme for Pakistan winter drought. |
Type Of Material | Computer model/algorithm |
Year Produced | 2020 |
Provided To Others? | No |
Impact | The model enabled a disaster risk financing scheme to be implemented for Pakistan by the START Network for the first time, with significant impact on the rural populations of Punjab, Sindh and Balochistan. |
Description | Collaboration with Global Centre for Disaster Protection |
Organisation | Centre For Disaster Protection |
Country | United Kingdom |
Sector | Public |
PI Contribution | DRiSL project researcher Clare Harris at Start network seconded to GCDP |
Collaborator Contribution | to be decided |
Impact | none yet |
Start Year | 2018 |
Description | Collaboration with Global Parametrics |
Organisation | Global parametrics |
Country | United Kingdom |
Sector | Private |
PI Contribution | DRiSL project partners are working directly with private sector risk finance solution provider Global Parametrics to evaluate their drought risk models. |
Collaborator Contribution | GP have supplied data and guidance on their drought risk models |
Impact | Informed development of drought risk models for Start network Drought Finance Facility |
Start Year | 2018 |
Description | Collaboration with Red Cross Climate centre Anticipation Hub |
Organisation | Red Cross/Red Crescent Climate Centre |
Country | Netherlands |
Sector | Charity/Non Profit |
PI Contribution | Provision and sharing of project learning via briefs on RCCC AH site |
Collaborator Contribution | RCCC provide AH platform |
Impact | project briefings now on AH |
Start Year | 2020 |
Description | Collaboration with Start network of international humanitarian organisations |
Organisation | Start Network |
Country | United Kingdom |
Sector | Charity/Non Profit |
PI Contribution | DRiSL project partners are working with the START network of international NGOs to co-produce improved design of the START Drought Finance Facility (DFF) and to provide guidance for scientific due diligence for wider humanitarian organisations |
Collaborator Contribution | DRiSL project partners are working with the START network of international NGOs to co-produce improved design of the START Drought Finance Facility (DFF) and to provide guidance for scientific due diligence for wider humanitarian organisations |
Impact | DRiSL project partners are working with the START network of international NGOs to co-produce improved design of the START Drought Finance Facility (DFF) and to provide guidance for scientific due diligence for wider humanitarian organisations |
Start Year | 2018 |
Description | Collaboration with WeltHungerHilfe |
Organisation | WeltHungerHilfe |
Country | Germany |
Sector | Charity/Non Profit |
PI Contribution | WeltHungerHilfe. DRiSL are working with WHH to co-produce improved design of the Drought Finance Facility (DFF) for Madagascar from 2020 under project ForPAc and INFORM working with WHH in kenya |
Collaborator Contribution | WeltHungerHilfe. DRiSL are working with WHH to co-produce improved design of the Drought Finance Facility (DFF) for Madagascar |
Impact | WeltHungerHilfe. DRiSL are working with WHH to co-produce improved design of the Drought Finance Facility (DFF) for Madagascar |
Start Year | 2018 |
Description | Decision support for international organisations |
Organisation | International Committee of the Red Cross |
Department | Kenya Red Cross Society |
Country | Kenya |
Sector | Charity/Non Profit |
PI Contribution | We have provided international organisations , including the Red Cross and World Food Programme with impact relevant forecasts, which have enabled them to release funds during droughts in Africa. |
Collaborator Contribution | Our partners have provided a 'route to impact' for our research through their core activities of enabling poor farmers to weather drought. |
Impact | Provision of impact relevant forecasts has facilitated the release of WFP funds in Zambia, as part of the R4 insurance programme Soil moisture forecasts developed in these research projects have informed the development of early action protocols by the Red Cross |
Start Year | 2018 |
Description | Decision support for international organisations |
Organisation | World Food Programme (Italy, Sudan, Senegal) |
Country | Italy |
Sector | Charity/Non Profit |
PI Contribution | We have provided international organisations , including the Red Cross and World Food Programme with impact relevant forecasts, which have enabled them to release funds during droughts in Africa. |
Collaborator Contribution | Our partners have provided a 'route to impact' for our research through their core activities of enabling poor farmers to weather drought. |
Impact | Provision of impact relevant forecasts has facilitated the release of WFP funds in Zambia, as part of the R4 insurance programme Soil moisture forecasts developed in these research projects have informed the development of early action protocols by the Red Cross |
Start Year | 2018 |
Description | Red Cross - DREF & IARP (Innovative Approaches in Risk Preparedness) Project |
Organisation | International Committee of the Red Cross |
Country | Switzerland |
Sector | Charity/Non Profit |
PI Contribution | Support Kenya Red Cross to apply for anticipatory funding from IFRC DREF FbF window by providing products to be used in the group's meetings and will contribute to IARP's trigger working group to set trigger thresholds for action on forecasts. Contribute forecast evaluations and in trigger methodology workshops. |
Collaborator Contribution | Red Cross DREF - ForPAc has contributed to the Red Cross trigger methodology guide & is included in the acknowledgements accordingly - http://fbf.drk.de/fileadmin/user_upload/FbF_Manual_-_A_guide_to_trigger_methodology.pdf |
Impact | Forthcoming. |
Start Year | 2018 |
Description | 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 | We held a three-week virtual workshop to build the capacity of professional meteorologists in Africa to use TAMSAT drought monitoring products. |
Year(s) Of Engagement Activity | 2020 |
Description | Engaged START network members in WP3 activities at a country level |
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 | Engaged Start network members in each of our three target countries in project WP3 activities |
Year(s) Of Engagement Activity | 2018 |
Description | ForPAc team members invited into Kenya Red Cross Early Action Protocol Technical Work Group |
Form Of Engagement Activity | A formal working group, expert panel or dialogue |
Part Of Official Scheme? | No |
Geographic Reach | National |
Primary Audience | Professional Practitioners |
Results and Impact | ForPAc team members invited into Kenya Red Cross Early Action Protocol Technical Work Group |
Year(s) Of Engagement Activity | 2020,2021 |
Description | International workshop on TAMSAT-ALERT climate services for the insurance industry |
Form Of Engagement Activity | Participation in an activity, workshop or similar |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Third sector organisations |
Results and Impact | Attendees at the workshop included the major players in African drought insurance and climate services, from the World Food Organisation (R4), Pula, Risk Shield, Blue Marble, CIMMYT, One Acre Fund , the Ghana Meteorological Service and the Africa Risk Capacity. The chosen organisations were a mix of international, national and third sector organisations. This is the full list of attendees: Emily Black (overall PI) University of Reading Rahel Diro (co-PI, participatory lead) IRI (Columbia) Helen Greatrex (co-PI) IRI (Columbia) Federica Carfagna ARC Tom Philp Blue Marble/XLCatlin Thabbie Chilongo Center for Agricultural Research Development (CARD) - LUANAR Peter Craufurd CIMMYT Michael Tanu Ghana meteorological service Patrick Lamptey Ghana meteorological service Eric Asuman Ghana meteorological service Dan Osgood IRI (Columbia) Markus Enekel IRI (Columbia) Bristol Powell IRI (Columbia) Melody Braun IRI (Columbia) Lisette Braman IRI (Columbia) Step Aston One Acre Fund Steven Kogo PULA Advisors Rose Goslinga PULA Advisors Kalie Gold PULA Advisors Agrotosh Mookerjee Risk Shield Ross Maidment University of Reading Matthew Young University of Reading Katie Cooper University of Reading Daniela Cuellar WFP/R4 Hussein Madih WFP/R4 Jyothi Bylappa Maralenhalli WFP/R4 William Dick WFP/R4 Mathieu Dubreuil WFP/R4 At the workshop we demonstrated the new TAMSAT-ALERT tools and explored applications. The outcomes were: - Progress towards applying the TAMSAT-ALERT for supporting planting date for >500,000 farmers (CIMMYT and 1AF) - TAMSAT-ALERT soil moisture forecasting services for >1M Zambian farmers (Risk Shield) - Objective rainy season identification code passed to Pula Consultants (reaching >500,000 farmers) (Pula) - Inclusion of TAMSAT data in the Africa Risk Capacity portal (national level forecast based finance for most of Africa) (ARC) - New research projects agreed with Ghana Meteorological Agency (GMet) The workshop will thus hugely expand the ODA impact of the TAMSAT-ALERT system developed during TAMSAT-ALERT and SatWIN-ALERT. |
Year(s) Of Engagement Activity | 2018 |
Description | Presentation at Red Cross Africa Anticipatory Action Dialogue Platform (DP) October 2020 |
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 | Project team members contributed to expert panel discussion during to 3rd Africa Dialogue Platform on Anticipatory Humanitarian Action |
Year(s) Of Engagement Activity | 2020 |
URL | https://live.anticipation-hub.org/africa-dialogue-platform/live |
Description | Presentation at the Red Cross Global Dialogue Platform Dec 2020 |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | lessons from projects ForPAc and DRiSL shared via the DP event |
Year(s) Of Engagement Activity | 2020 |
URL | https://live.anticipation-hub.org/?strytlpage=74 |
Description | Presentations at Red Cross Africa FbA Dialogue Platform Events, Nairobi March 2018 |
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 | Red Cross Africa FbA Dialogue Platform Events, Nairobi March 2018 Nairobi Platform Leading sessions: 'Enlightening Talks' session & 'Research on FbF' https://www.forecast-based-financing.org/wp-content/uploads/2018/10/Report_DP18Nairobi.pdf Presented FbA Scoping study report (Todd, Kniveton co-authors) |
Year(s) Of Engagement Activity | 2018 |
URL | https://www.forecast-based-financing.org/wp-content/uploads/2018/10/Report_DP18Nairobi.pdf |
Description | Presented DRISL at Center for Global Disaster Protection workshop on Quality Standards in Index Insurance |
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 DRISL at Center for Global Disaster Protection workshop on Quality Standards in Index Insurance, London, 2018 |
Year(s) Of Engagement Activity | 2018 |
Description | Presented DRISL project at Red Cross Forecast Based Finance Dialogue Platform |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | resented DRISL project at Red Cross Forecast Based Finance Dialogue Platform, Disaster Risk Financing session, Sept 2018, Berlin |
Year(s) Of Engagement Activity | 2018 |
URL | https://www.forecast-based-financing.org/dialogue/ |
Description | Produced a 1 pager project outline for Start members, available at Start Assemblies |
Form Of Engagement Activity | A magazine, newsletter or online publication |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | Produced a 1 pager project outline for Start members, available at Start Assembly |
Year(s) Of Engagement Activity | 2018 |
URL | https://startnetwork.org/events/start-network-assembly-november-2018-meeting |
Description | Red Cross Global FbA Dialogue Platform Events, Berlin, October 2018 |
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 | Red Cross Global FbA Dialogue Platform Events, Berlin, October 2018 Berlin 2018 Leading Sessions: SHEAR Research Outputs |
Year(s) Of Engagement Activity | 2018 |
Description | Shared the purpose of the project with Start network members in each of the countries |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Professional Practitioners |
Results and Impact | Shared the purpose of the project with start network members in each of the three project target countries |
Year(s) Of Engagement Activity | 2018 |
Description | TAMSAT user forum |
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 | We held a user forum for those engaged in using satellite-based data and products for climate services in Africa. |
Year(s) Of Engagement Activity | 2020 |