devinitorg/iati-policy-markers huggingface dataset:
Accountable Grant to Harvard Sponsored Programs Administration for the Development of Course on Pharmaceutical Policy This activity (Accountable Grant to Harvard Sponsored Programs Administration for the Development of Course on Pharmaceutical Policy) is a component of Development of a Course on Pharmaceutical Policy reported by FCDO and a budget of £5,481.This project benefits Developing countries, unspecified.And works in the following sector(s): Health policy and administrative management.
Support to Co-Ordination, Monitoring and Evaluation and Implementation of the Post-NARGIS Recovery & Preparedness Plan This activity (Support to Co-Ordination, Monitoring and Evaluation and Implementation of the Post-NARGIS Recovery & Preparedness Plan) is a component of Supplementary Relief and Recovery  for the Delta reported by FCDO and a budget of £500,000.This project benefits MYANMAR.And works in the following sector(s): Food assistance, Agricultural development, Disaster prevention and preparedness.
General Budget Support-Fixed Component This activity (General Budget Support-Fixed Component) is a component of General Budget Support to Rwanda-Second Three Year Phase reported by FCDO and a budget of £91,777,379.This project benefits RWANDA.And works in the following sector(s): Water sector policy and administrative management, Education policy and administrative management, Health policy and administrative management, Social Protection, Public sector policy and administrative management, Environmental policy and administrative management, Financial policy and administrative management, Industrial policy and administrative management.
South Asia Regional Food & Nutrition Security Multi Donor Trust Fund To improve coordination and policy coherence on food security and nutrition among South Asian governments, regional institutions and international agencies
Access to Medicines: Industry Project To raise industry performance on access to medicines to a higher level
Multilateral Contributions This activity (Multilateral Contributions) is a component of IFC Private Enterprise Partnership Mena Phase II reported by FCDO and a budget of £9,999,999.This project benefits Middle East, regional.And works in the following sector(s): Formal sector financial intermediaries, Environmental policy and administrative management, Business policy and administration, Financial policy and administrative management, Privatisation.
Zimbabwe Education Programme TO ESTABLISH A JOINT DONOR MECHANISM AND REVITALISE THE LEARNING ENVIRONMENT
Design Cost Strengthening Evidence Based Decision Making Programme This activity (Design Cost Strengthening Evidence Based Decision Making Programme) is a component of Strengthening Evidence Based Decision Making in Uganda - II reported by FCDO and a budget of £86,263.This project benefits UGANDA.And works in the following sector(s): Public sector policy and administrative management, Statistical capacity building.
FDT- Develop Policy, Knowledge and Evidence on State Building and PEACEBUILDING - Red Contribution This activity (FDT- Develop Policy, Knowledge and Evidence on State Building and PEACEBUILDING - Red Contribution) is a component of FDT - Develop Policy, knowledge and evidence  on state-building and peace-building reported by FCDO and a budget of £2,137.This project benefits Developing countries, unspecified.And works in the following sector(s): Research/scientific institutions.
All Costs for Additional Strategic Support (NB) Crown Agents This activity (All Costs for Additional Strategic Support (NB) Crown Agents) is a component of Sri Lanka 2009 Humanitarian and Early Recovery Programme reported by FCDO and a budget of £109,536.This project benefits SRI LANKA.And works in the following sector(s): Material relief assistance and services.
International Security Sector Advisory Team (ISSAT) 09/10 This activity (International Security Sector Advisory Team (ISSAT) 09/10) is a component of Support to the International Security Advisor Team  (ISSAT) 09/10 reported by FCDO and a budget of £650,000.This project benefits Developing countries, unspecified.And works in the following sector(s): Legal and judicial development, Security system management and reform.
Appraisal and Design This activity (Appraisal and Design) is a component of Support to the Electoral Cycle  in Sierra Leone (2010-2013) reported by FCDO and a budget of £145,233.This project benefits SIERRA LEONE.And works in the following sector(s): Democratic participation and civil society, Elections.
Oxfam Consortium - Building Resilience to Climate Related Hazards This activity (Oxfam Consortium - Building Resilience to Climate Related Hazards) is a component of Oxfam Consortium - Building Resilience to Climate Related Hazards reported by FCDO and a budget of £1,071,000.This project benefits Africa, regional.And works in the following sector(s): Civilian peace-building, conflict prevention and resolution.
Support for CSI Enhanced Pilot Phase This activity (Support for CSI Enhanced Pilot Phase) is a component of Reducing Risk Opportunities Fund reported by FCDO and a budget of £186,000.This project benefits JAMAICA.And works in the following sector(s): Social Protection.
Joint Initiative for Livelihoods and Shelter Recovery in LAPUTTA Township (Mercy Corps Scotland) This activity (Joint Initiative for Livelihoods and Shelter Recovery in LAPUTTA Township (Mercy Corps Scotland)) is a component of Supplementary Relief and Recovery  for the Delta reported by FCDO and a budget of £579,064.This project benefits MYANMAR.And works in the following sector(s): Food assistance, Disaster prevention and preparedness, Agricultural development.
HANSEP: Health Market Systems Training (HMST) This activity (HANSEP: Health Market Systems Training (HMST)) is a component of Harnessing Non-State Actors for Better Health for the Poor (HANSHEP) reported by FCDO and a budget of £17,320.This project benefits Africa, regional.And works in the following sector(s): Basic health care, Tuberculosis control, STD control including HIV/AIDS, Malaria control.
Office of the Special Adviser of the UN Secretary General on Prevention of Genocide (OSAPG) - Strategic Support to International Organisations (SSIO) 2010-11 Support of strengthening the outreach, risk assessment and advocacy components of the mandate/work of the Office of the Special Adviser on the Prevention of Genocide
Strategic Advice to Support the Implementation of the Mutual Accountability COMPONENET of Cluster A's WORKPLAN This activity (Strategic Advice to Support the Implementation of the Mutual Accountability COMPONENET of Cluster A's WORKPLAN) is a component of Strategic Advice to Support the Implementation of the Mutual Accountability Component of the OECD DAC Affiliated Cluster Accountability and Ownership reported by FCDO and a budget of £24,249.This project benefits Developing countries, unspecified.And works in the following sector(s): Public sector policy and administrative management.
Access to Security and Justice - TECHNICAL Assistance This activity (Access to Security and Justice - TECHNICAL Assistance) is a component of Access to Security and Justice in Sierra Leone reported by FCDO and a budget of £192,596.This project benefits SIERRA LEONE.And works in the following sector(s): Public sector policy and administrative management, Civilian peace-building, conflict prevention and resolution.
PRT (R) - Ids Micro-Economics of the Crisis What does national level quantitative evidence tell us about the channels through which the financial crisis has affected the poor and which groups have been most affected? To what extent the quantitative evidence supports or contradicts the results from community level work
Core funding to Gavi, the Vaccine Alliance for immunisations and health systems strengthening This activity (Core funding to Gavi, the Vaccine Alliance for immunisations and health systems strengthening) is a component of GAVI Alliance(formerly the Global Alliance for Vaccines and Immunisation) reported by FCDO and a budget of £63,834,273.This project benefits Developing countries, unspecified.And works in the following sector(s): Sectors not specified.
CSCF 0493 Strengthening the Voice of Informal Workers in Social Policy Decisions in Latin America Social policy better addressed the social protection needs of the working poor in the informal economy as a result of the better representation of informal workers in decision-making fora, and of their improved capacities for advocacy.
Financial Rapid Response and Innovation Fund (FRRI) The overall purpose of this fund's activities is to facilitate DFID's and FST (Financial Sector Team) to react in a timely way to the financial crisis and to enable  us to work with key stakeholders to promote delivery of flexible, high quality financial services to the poor
APRAISAL Costs  for Governance SECUIRTY and Justice This activity (APRAISAL Costs  for Governance SECUIRTY and Justice) is a component of Justice And Security Research Programme reported by FCDO and a budget of £26,950.This project benefits Developing countries, unspecified.And works in the following sector(s): Research/scientific institutions.
Humanitarian Adviser Support to Yemen Team HUMANITARIAN ADVISER SUPPORT TO YEMEN TEAM
Non State Actors Programme in Somalia/Land To enable Somali NSAs to participate in decision making and engage more effectively with policy makers on issues of peace, security and development
CSCF0474 EMCOR - (Empowering Marginalised Communities for Their Rights & Poverty Reduction Through Community Radio) This activity (CSCF0474 EMCOR - (Empowering Marginalised Communities for Their Rights & Poverty Reduction Through Community Radio)) is a component of CSCF0474 EMCOR - (Empowering Marginalised Communities for Their Rights & Poverty Reduction Through Community Radio) reported by FCDO and a budget of £38,245.This project benefits INDIA.And works in the following sector(s): Media and free flow of information, Democratic participation and civil society.
United Nations Peacebuilding Fund (PBF – Multi-Year Core Support  2011-2016) To ensure key actors involved in the peace building process at national and local level are politically and institutionally able to mitigate risks of lapse or relapse into conflict.
Core funding to Gavi, the Vaccine Alliance for immunisations and health systems strengthening This activity (Core funding to Gavi, the Vaccine Alliance for immunisations and health systems strengthening) is a component of GAVI Alliance(formerly the Global Alliance for Vaccines and Immunisation) reported by FCDO and a budget of £872,084,941.This project benefits Developing countries, unspecified.And works in the following sector(s): Sectors not specified.
Coastal Risk Information Service (C-RISE) C-RISe has delivered, in a partnership between
the UK, Mozambique, Madagascar, Mauritius and
South Africa, access to information on sea level rise,
storm surge, wind speed, wave heights and current
velocities derived from satellite data and validated
with local in-situ measurements. The goal was to
enable local stakeholders to use this information to
reduce the social and economic impact of coastal
inundation and increasingly variable weather
patterns. The three main objectives of the C-Rise
project were to:
• Deliver a Coastal Risk Information Service,
providing satellite-derived information about
coastal vulnerability to environmental threats
such as sea level rise and extreme wind and
wave events.
• Apply and evaluate the C-RISe service through a
set of Use Cases, applying the C-RISe products
to end use applications meeting local priorities.
• Build local capacity to use satellite data to
provide scientific decision support for strategy
development, governance and management
of coastal areas to increase resilience to coastal
hazards.
These objectives were fully met, indeed exceeded, in
some areas, as follows:
• The C-RISe information service provided
access to 5 satellite derived data sets: Historical
satellite altimeter data providing time series of
sea level, significant wave height and surface
radar backscatter (2002-2018), Satellite derived
climatology of wind velocity (2007-2018),
Satellite derived climatology of significant wave
height (1991-2018), Satellite derived climatology
of surface currents (2002-2017), Web page
delivering near real time marine conditions
information
• C-RISe partners have developed 27 Use Cases,
of which 23 have been completed and 4 are still
in progress. Only 4 Use Cases were originally
foreseen
• C-RISe has provided training to over 70 staff
members of project partners in two training
courses. C-RISe will deliver, through an international partnership with Mozambique, Madagascar and South Africa; access to satellite-derived data on sea level, wind speed and wave heights. The goal is to enable stakeholders to use this information to improve socio-economic resilience to coastal hazards associated with sea level changes such as inundation, floods, storm damage, wetland loss, habitat change, coastal erosion and saltwater intrusion.
Peatland Assessment in SE Asia by Satellite (PASSES) Tropical forest fires affect 20 million+ people in SE Asia, leading to significant deteriorations in public health and associated premature mortalities. Fires also contribute substantially to global CO2 emissions and other widespread negative environmental impacts. Many fires occur over drained peatland areas. Climate change and existing land use trends mean that, without intervention, peat fire frequency and impact are expected to increase. The only long-term intervention is to retain the natural hydrology of intact peat swamp forests and raise water levels in disturbed areas. However, the costs of restoring and maintaining peat condition across huge peatland areas (~250K km2 in SE Asia) are enormous. The planning and prioritisation of such activities, as well as monitoring intervention effectiveness, is therefore vital. Furthermore, better observations of peat condition also enable improved understanding of the delivery of peatland ecosystem services. Satellite observations of peat condition can play a hugely valuable role in peatland monitoring, but currently are under-exploited. A recent advance in satellite interferometric SAR (InSAR) data processing by University of Nottingham (UoN) shows a remarkable capability to map peat condition (via vertical displacement), even when under a forest canopy. The PASSES project will combine this capability with information derived from conventional satellite measurement techniques to develop a comprehensive peatland monitoring service. PASSES will also demonstrate that wide area, routine, comprehensive monitoring of peatland can now also be cost effective, through exploitation of freely available, continuous observations from satellites through the EU Copernicus programme and exploitation of emerging industrial hosted processing capabilities Indonesian Government, private sector companies and NGOs use the PASSES system to inform peatland management and restoration strategies and activities.
More efficient and effective allocation of both public sector and private sector resources for peatland restoration and management 

Wider scale (Malaysia and across tropical peatlands) interest in/use of the PASSES system to support peatland management and restoration strategies and activities 

Improved monitoring of peatland condition through EO enabling more efficient management of peatland in Indonesia and Malaysia
Renewable Energy Space Analytics Tool (RE-SAT) The RE-SAT project is delivering an energy analytics
platform to equip Small Islands Developing States
(SIDS) with appropriate information, products and
modelling tools to support their transition from fossil
fuel electricity generation to renewables. For SIDS, the
economic imperative is to mitigate the financial risk
of over reliance on fossil fuels. The RE-SAT platform
provides advanced data analytics to help energy
planners and investors where to locate renewable
energy assets in order to optimise the amount
of renewable energy generated, minimise their
environmental impact and maximise the return on
investment.
SIDS have enormous potential to be energyindependent
due to their natural renewable energy
(RE) resources. To date however, many SIDS have
insufficient in-situ environmental data and rely on
incomplete records or limited time-series data to plan
their RE strategy. This leads to overly conservative
estimates of the available renewable potential and a
greater reliance on traditional (fossil fuel) generation
mechanisms to meet demand.
To overcome this data gap and to support SIDS to
improve their strategic RE planning, RE-SAT is using
earth observations and other sources of environmental
data to support decision-making regarding the
feasibility and location of RE systems. RE-SAT is offering
SIDS a powerful software application that will:
• Improve RE strategic planning though high
resolution power estimates;
• Support the siting of new RE assets, taking into
account environmental variables and historic
weather patterns;
• Save money on redundant infrastructure by sizing
schemes more accurately;
• Increase productivity through smarter working
using the online data repository to share relevant
energy documentation with key stakeholders; and
• Increase the chance of investment in new
renewable energy infrastructure through more
accurate energy projections.
RE-SAT has already delivered a successful proof-ofconcept
energy-planning platform in collaboration
with the Government of Seychelles and is working with
Mauritius, St Lucia, Montserrat, Tonga, Vanuatu and
Palau to scale-up the concept. To  develop  a  proof-of-concept  demonstrator  of  reusable  and  extendable  analytics  tools  for planners and technical specialists developing options and strategies for SIDS that:
Assist in quantifying weather related risks and opportunities for renewable energy.
Exploit existing EO, weather model and other environmental data sources.
Allow the capture of methodologies, results and insights  from studies for a specific country to aid planning in other SIDS
EO4SAS: Earth Observation for Sustainable Aggregate Supply In Kenya, unmanaged extraction of sand and aggregates has potentially serious long-term and wide-ranging impacts.  The EO4SAS project provided Kenya with an understanding of the sand extraction within the country, together with demonstrating the role Earth Observation (EO) data could play in monitoring this activity alongside ideas on how the country might improve the management of its sand resources.   

The final service aims to deliver comprehensive sand management system combining an EO satellite data monitoring tool underpinned by a resource management and governance toolkit; providing insights into sand extraction sites and rates, flows to market, environmental changes associated with extraction activities, best practice policies and procedures.  

This will provide Kenya with a solution to improve the monitoring and regulation of sand extraction, supporting progress towards sustainable sand management The EO4SAS Discovery Phase successfully demonstrated the feasibility of using EO techniques as the basis of a sand management system in Kenya together with understanding the potential usability and acceptance of such a service. 

The project documented the sand management context, landscape and user needs in Kenya, through a combination of desktop research and in-country (virtual) stakeholder engagements. 

Whilst nationally, like most other countries, sand is not considered a strategic resource, however, at a county level it is considered of great importance – although the maturity of the sand management regimes varies from county to county.  

In parallel, the project explored potential user needs for an EO-based sand extraction monitoring solution with national and local stakeholders using user-centred design techniques and rapid prototyping to develop a set of clear using requirements. The project also developed, implemented and tested a number of demonstrator products using EO satellite data to meet the user needs
Crop Yield Decision Support: Enhancing Maize production resilience to climate change through advanced crop modelling and yield forecasting Big variabilities in crop yields make life difficult for farmers, food supply chain companies and governments seeking to plan and allocate resources. This project will provide information on maize yields in Ghana, such as current yields to help plan harvesting, transport and processing, future yields to inform markets and enhance long term food security and past yields to help farmers benchmark and improve productivity. 

Assimila is working with Farmerline and CABI-Africa to develop an operational system for forecasting maize yields in Ghana using a crop model, coupled with Earth observations and weather data. Information will be provided down to the detail of individual farms – without the need for expensive and time-consuming ground surveys of crop growth, and will be provided to farmers, supply chain actors, governments and international organisations. We will provide information on:  current yields to improve market efficiency; future yields based on climate scenarios to enhance long term food security food security; and past yields analysis to enable bench marking and productivity improvement.  We will do this by implementing a quantitative crop yield monitoring and forecasting system based on the integration of physical crop models, meteorological data and Earth observation imagery.  The system will produce information at the plot scale for current and future yield analysis, and at the regional scale for long term climate resilience.  Information will be provided to farmers, supply chain actors, governments and international organisations.
09 Janus: ISAIF - Call 2 The ISAIF project will use satellite technology to help the Philippine government tackle Illegal, Unreported and Unregulated (IUU) fishing in its waters. This project aims to halt the decline of a fisheries sector that employs more than 4 million people. The project will use a wide variety of data sources, including satellite data to understand the location, time and behaviour of specific vessels at sea. This will be combined with a satellite navigation application with an authentication tool through which Philippine fisherfolk confirm their compliance, creating a new digital barrier to IUU fishers within the supply chain. Outcomes will include better monitoring and enforcement of IUU by the Philippine government, improved safety, security and economic productivity for Philippine fisherfolk, benefits to the Philippine economy, and an improvement in the international reputation of Philippine fisheries. The ISAIF project will use satellite technology to help the Philippine government tackle Illegal, Unreported and Unregulated (IUU) fishing in its waters. This project aims to halt the decline of a fisheries sector that employs more than 4 million people. The project will use a wide variety of data sources, including satellite data to understand the location, time and behaviour of specific vessels at sea. This will be combined with a satellite navigation application with an authentication tool through which Philippine fisherfolk confirm their compliance, creating a new digital barrier to IUU fishers within the supply chain. Outcomes will include better monitoring and enforcement of IUU by the Philippine government, improved safety, security and economic productivity for Philippine fisherfolk, benefits to the Philippine economy, and an improvement in the international reputation of Philippine fisheries.
Short Study Call - Geosas - Ethiopia International Partnership Programme (see Programme details section for individual project summaries) To develop mobilization strategy in terms of setting  and determining priority:  natural vegetation resources for mapping and subsequent development, target project locations and communities, defining roles and responsibilities of stakeholders, assessing capabilities of relevant stakeholders and scoping national and international partners to move forward to developing a detailed project proposal.