The COVID-19 pandemic has disrupted global trade and commodity markets, negatively impacting food systems in Africa. Using simulation models, the document analyzes the effects of changes in international prices and trade volumes of primary commodities exported by 23 African countries. It finds that food processing and services were most vulnerable. Countries with diversified exports were less impacted. It recommends diversifying export baskets and adopting digital technologies to strengthen food systems against external shocks.
Beyond agriculture: Measuring agri-food system GDP and employmentIFPRI-PIM
Webinar with James Thurlow (IFPRI/CGIAR-PIM) presenting a new approach for measuring agri-food system GDP and employment. (Recorded on April 8, 2021)
More info and full recording: https://bit.ly/mafsGDP
IFPRI's flagship report reviews the major food policy issues, developments, and decisions of 2017, and highlights challenges and opportunities for 2018 at the global and regional levels. This year's report looks at the impacts of greater global integration—including the movement of goods, investment, people, and knowledge—and the threat of current antiglobalization pressures. Drawing on recent research, IFPRI researchers and other distinguished food policy experts consider a range of timely topics:
■ How can the global food system deliver food security for all in the face of the radical changes taking place today?
■ What is the role of trade in improving food security, nutrition, and sustainability?
■ How can international investment best contribute to local food security and better food systems in developing countries?
■ Do voluntary and involuntary migration increase or decrease food security in source countries and host countries?
■ What opportunities does greater data availability open up for improving agriculture and food security?
■ How does reform of developed-country farm support policies affect global food security?
■ How can global governance structures better address problems of food security and nutrition?
■ What major trends and events affected food security and nutrition across the globe in 2017?
The 2018 Global Food Policy Report also presents data tables and visualizations for several key food policy indicators, including country-level data on hunger, agricultural spending and research investment, and projections for future agricultural production and consumption. In addition to illustrative figures, tables, and a timeline of food policy events in 2017, the report includes the results of a global opinion poll on globalization and the current state of food policy.
Xinshen Diao
POLICY SEMINAR
Assessing the Impact of COVID-19 on Myanmar’s Economy and the Impact of Falling Remittances on Poverty
JUN 11, 2020 - 08:30 AM TO 10:30 AM MMT
Joseph Glauber
POLICY SEMINAR
Virtual Event - COVID-19, global markets and African agricultural trade: Impacts on growth and food security
Organized by IFPRI, with support from the United States Agency for International Development (USAID)
SEP 17, 2020 - 09:30 AM TO 11:00 AM EDT
Deliver Mechanisms to Accelerate Dissemination: Building BridgesHillary Hanson
Scientific and Technical Partnerships in Africa: Technologies, Platforms, and Partnerships in support of the African agricultural science agenda, Abidjan, Cote d'Ivoire, April 4&5, 2017
IFPRI South Asia researchers Devesh Roy, Ruchira Boss, Mamata Pradhan and Manmeet Ajmani presented ‘Understanding the landscape of pulse policy in India and implications for trade’ to the Global Pulse Federation. The paper examines Indian policy around production, consumption and trade. The need for pulse trade policy in India to be supportive of Domestic priorities focused on serving interest of both India’s farmers and consumers.
Climate change and agriculture in Central America and the Andean regionIFPRI-PIM
PIM Webinar, January 29, 2020.
Climate change poses a threat to food security and nutrition, largely through its impacts on agricultural production. To help developing countries identify where adaptation measures are most needed, IFPRI, with support from the CGIAR Research Programs on Policy, Institutions, and Markets (PIM) and Climate Change, Agriculture, and Food Security (CCAFS), conducted a multiyear study to assess the potential impact of climate change on the agriculture sector through 2050, taking into account the likely landscape of political and economic challenges that policy makers will face. The study integrated results from climate and economic models, and included detailed biophysical and bioeconomic analyses of Guatemala, Honduras, El Salvador, Nicaragua, and Costa Rica in Central America and Colombia and Peru in the Andean region of South America.
Presenters and panelists:
Timothy Thomas, Research Fellow, International Food Policy Research Institute (IFPRI)
Deissy Martínez Barón, Regional Program Coordinator for Latin America, CGIAR Research Program on Climate Change, Agriculture, and Food Security (CCAFS)
Ana R. Rios, Natural Resources and Climate Change Senior Specialist, Inter-American Development Bank
More at http://bit.ly/ClimateChangeAgWebinar
Changing farm structure and rural transformation in AfricaIFPRI-PIM
This presentation by Prof. Thomas Jayne from Michigan State University (MSU) recorded during the PIM Webinar/IFPRI seminar on Oct. 24, 2019, explores if and how the medium-scale farms are driving rural transformation in Africa.
The International Food Policy Research Institute – South Asia Regional Office (IFPRI-SAR) has extensively worked in Nepal on a wide range of policy issues in collaboration with the Ministry of Agriculture and Livestock Development, Government of Nepal. The key outputs from this engagement have been published in a book, Agricultural Transformation in Nepal: Trends, Prospects and Policy Options. The book addresses some of the key strategic agricultural policy questions on major contemporary developments and emerging challenges in Nepal. The book also covers on issues leading to the changing role of agriculture with economic growth, structural transformation and poverty reduction, improvement in nutritional outcomes, as well as challenges of tackling climate change.
as part of the IFPRI-Egypt Seminar Series- funded by the United States Agency for International Development (USAID) project called “Evaluating Impact and Building Capacity” (EIBC) that is implemented by IFPRI.
The COVID-19 pandemic is a global health crisis that is already having
devastating impacts on the world economy – both directly and through
necessary measures to contain the spread of the disease. These impacts
are also being felt by the food and agriculture sector. While the supply of
food has held up well to date, in many countries, the measures put in place
to contain the spread of the virus are starting to disrupt the supply of agrofood products to markets and consumers, both within and across borders.
The sector is also experiencing a substantial shift in the composition and –
for some commodities – the level of demand.
How damaging these impacts turn out to be for food security, nutrition and
the livelihoods of farmers, fishers and others working along the food supply
chain will depend in large part on policy responses over the short, medium
and long term. In the short term, governments must manage multiple
demands – responding to the health crisis, managing the consequences of
the shock to the economy, and ensuring the smooth functioning of the food
system. While the pandemic poses some serious challenges for the food
system in the short term, it is also an opportunity to accelerate
transformations in the food and agriculture sector to build its resilience in
the face of a range of challenges, including climate change
Asian Current and Emerging Trends for Transforming Food SystemsFrancois Stepman
Presentation by Prof. Ki Hee Ryu, Institute of Green Bio Science and Technology, Seoul National University, Korea
2 June, 2021. Global Dialogue of Higher Education, Research and Advisory Services Networks and selected Actors by RUFORUM
Assessment of the sectoral effects of selected CGIAR technologiesHillary Hanson
Scientific and Technical Partnerships in Africa: Technologies, Platforms, and Partnerships in support of the African agricultural science agenda, Abidjan, Cote d'Ivoire, April 4&5, 2017
Bart Minten
POLICY SEMINAR
Retail food prices at the country level and implications for food security
How are rising food prices, further aggravated by the invasion of Ukraine, being transmitted at the country level?
MAR 29, 2022 - 9:30 TO 11:00AM EDT
Beyond agriculture: Measuring agri-food system GDP and employmentIFPRI-PIM
Webinar with James Thurlow (IFPRI/CGIAR-PIM) presenting a new approach for measuring agri-food system GDP and employment. (Recorded on April 8, 2021)
More info and full recording: https://bit.ly/mafsGDP
IFPRI's flagship report reviews the major food policy issues, developments, and decisions of 2017, and highlights challenges and opportunities for 2018 at the global and regional levels. This year's report looks at the impacts of greater global integration—including the movement of goods, investment, people, and knowledge—and the threat of current antiglobalization pressures. Drawing on recent research, IFPRI researchers and other distinguished food policy experts consider a range of timely topics:
■ How can the global food system deliver food security for all in the face of the radical changes taking place today?
■ What is the role of trade in improving food security, nutrition, and sustainability?
■ How can international investment best contribute to local food security and better food systems in developing countries?
■ Do voluntary and involuntary migration increase or decrease food security in source countries and host countries?
■ What opportunities does greater data availability open up for improving agriculture and food security?
■ How does reform of developed-country farm support policies affect global food security?
■ How can global governance structures better address problems of food security and nutrition?
■ What major trends and events affected food security and nutrition across the globe in 2017?
The 2018 Global Food Policy Report also presents data tables and visualizations for several key food policy indicators, including country-level data on hunger, agricultural spending and research investment, and projections for future agricultural production and consumption. In addition to illustrative figures, tables, and a timeline of food policy events in 2017, the report includes the results of a global opinion poll on globalization and the current state of food policy.
Xinshen Diao
POLICY SEMINAR
Assessing the Impact of COVID-19 on Myanmar’s Economy and the Impact of Falling Remittances on Poverty
JUN 11, 2020 - 08:30 AM TO 10:30 AM MMT
Joseph Glauber
POLICY SEMINAR
Virtual Event - COVID-19, global markets and African agricultural trade: Impacts on growth and food security
Organized by IFPRI, with support from the United States Agency for International Development (USAID)
SEP 17, 2020 - 09:30 AM TO 11:00 AM EDT
Deliver Mechanisms to Accelerate Dissemination: Building BridgesHillary Hanson
Scientific and Technical Partnerships in Africa: Technologies, Platforms, and Partnerships in support of the African agricultural science agenda, Abidjan, Cote d'Ivoire, April 4&5, 2017
IFPRI South Asia researchers Devesh Roy, Ruchira Boss, Mamata Pradhan and Manmeet Ajmani presented ‘Understanding the landscape of pulse policy in India and implications for trade’ to the Global Pulse Federation. The paper examines Indian policy around production, consumption and trade. The need for pulse trade policy in India to be supportive of Domestic priorities focused on serving interest of both India’s farmers and consumers.
Climate change and agriculture in Central America and the Andean regionIFPRI-PIM
PIM Webinar, January 29, 2020.
Climate change poses a threat to food security and nutrition, largely through its impacts on agricultural production. To help developing countries identify where adaptation measures are most needed, IFPRI, with support from the CGIAR Research Programs on Policy, Institutions, and Markets (PIM) and Climate Change, Agriculture, and Food Security (CCAFS), conducted a multiyear study to assess the potential impact of climate change on the agriculture sector through 2050, taking into account the likely landscape of political and economic challenges that policy makers will face. The study integrated results from climate and economic models, and included detailed biophysical and bioeconomic analyses of Guatemala, Honduras, El Salvador, Nicaragua, and Costa Rica in Central America and Colombia and Peru in the Andean region of South America.
Presenters and panelists:
Timothy Thomas, Research Fellow, International Food Policy Research Institute (IFPRI)
Deissy Martínez Barón, Regional Program Coordinator for Latin America, CGIAR Research Program on Climate Change, Agriculture, and Food Security (CCAFS)
Ana R. Rios, Natural Resources and Climate Change Senior Specialist, Inter-American Development Bank
More at http://bit.ly/ClimateChangeAgWebinar
Changing farm structure and rural transformation in AfricaIFPRI-PIM
This presentation by Prof. Thomas Jayne from Michigan State University (MSU) recorded during the PIM Webinar/IFPRI seminar on Oct. 24, 2019, explores if and how the medium-scale farms are driving rural transformation in Africa.
The International Food Policy Research Institute – South Asia Regional Office (IFPRI-SAR) has extensively worked in Nepal on a wide range of policy issues in collaboration with the Ministry of Agriculture and Livestock Development, Government of Nepal. The key outputs from this engagement have been published in a book, Agricultural Transformation in Nepal: Trends, Prospects and Policy Options. The book addresses some of the key strategic agricultural policy questions on major contemporary developments and emerging challenges in Nepal. The book also covers on issues leading to the changing role of agriculture with economic growth, structural transformation and poverty reduction, improvement in nutritional outcomes, as well as challenges of tackling climate change.
as part of the IFPRI-Egypt Seminar Series- funded by the United States Agency for International Development (USAID) project called “Evaluating Impact and Building Capacity” (EIBC) that is implemented by IFPRI.
The COVID-19 pandemic is a global health crisis that is already having
devastating impacts on the world economy – both directly and through
necessary measures to contain the spread of the disease. These impacts
are also being felt by the food and agriculture sector. While the supply of
food has held up well to date, in many countries, the measures put in place
to contain the spread of the virus are starting to disrupt the supply of agrofood products to markets and consumers, both within and across borders.
The sector is also experiencing a substantial shift in the composition and –
for some commodities – the level of demand.
How damaging these impacts turn out to be for food security, nutrition and
the livelihoods of farmers, fishers and others working along the food supply
chain will depend in large part on policy responses over the short, medium
and long term. In the short term, governments must manage multiple
demands – responding to the health crisis, managing the consequences of
the shock to the economy, and ensuring the smooth functioning of the food
system. While the pandemic poses some serious challenges for the food
system in the short term, it is also an opportunity to accelerate
transformations in the food and agriculture sector to build its resilience in
the face of a range of challenges, including climate change
Asian Current and Emerging Trends for Transforming Food SystemsFrancois Stepman
Presentation by Prof. Ki Hee Ryu, Institute of Green Bio Science and Technology, Seoul National University, Korea
2 June, 2021. Global Dialogue of Higher Education, Research and Advisory Services Networks and selected Actors by RUFORUM
Assessment of the sectoral effects of selected CGIAR technologiesHillary Hanson
Scientific and Technical Partnerships in Africa: Technologies, Platforms, and Partnerships in support of the African agricultural science agenda, Abidjan, Cote d'Ivoire, April 4&5, 2017
Bart Minten
POLICY SEMINAR
Retail food prices at the country level and implications for food security
How are rising food prices, further aggravated by the invasion of Ukraine, being transmitted at the country level?
MAR 29, 2022 - 9:30 TO 11:00AM EDT
Ukraine Crisis Webinar Series - Session II.pptxAKADEMIYA2063
Session III of our Ukraine Crisis Webinar Series will discuss the key findings from AKADEMIYA2063's analysis of global market upheavals in the fertilizer sector with a focus on exposure, contagion & effects on agricultural productivity & growth. Based on AKADEMIYA2063's Ukraine Briefs 3 & 8, the session will analyze the overall impacts of fertilizer sector disruptions, discuss how the disruption of global fertilizer markets is expected to reduce fertilizer use & the potential impacts of the reduction in fertilizer use on agricultural sector outputs.
Abdoulaye Seck
POLICY SEMINAR
Making the most of intra-African trade: the 2021 Africa Agriculture Trade Monitor
Co-Organized by IFPRI and AKADEMIYA2063
SEP 23, 2021 - 09:30 AM TO 11:00 AM EDT
Marcos S. Jank
SPECIAL EVENT
Transforming Agriculture: Experiences and Insights from Brazil and Beyond
Co-Organized by IFPRI and Embrapa
MAY 15, 2018 - 12:15 PM TO 01:45 PM EDT
Channing Arndt
COUNTRY WORKSHOP
The Knowledge Lab on Climate Resilient Food Systems: An analytical support facility to achieve the SDGs
Co-Organized by IFPRI and AGRA
FEB 7, 2019 - 08:30 AM TO 05:55 PM EAT
Marcos S. Jank
POLICY SEMINAR
Fertilizer Availability and Affordability: Implications for agricultural productivity and food security
MAY 4, 2022 - 9:30 TO 11:30AM EDT
Markets and Outlook: Global AgriculturePascal Corbé
Presentation by Jonathan Brooks at the GIZ event on Global Agriculture and Production Trends in December 2015. The head of OECD’s Agri-Food Trade and Markets Division, and contributor to recent OECD flagship reports, including the OECD-FAO Agricultural Outlook 2015-2024 focuses on important global agricultural market and price trends for major commodities and respective implications for agricultural and rural development in sub-Sahara Africa.
Effects of Disasters and Shocks on Africa's Food Systems: a case of the Russi...Francois Stepman
28 June 2022. Effects of Disasters and Shocks on Africa’s Food Systems: A Case of the Russo-Ukrainian War.
By ReNAPRI, the Regional Network of Agricultural Policy Research Institutes (ReNAPRI)
ReNAPRI is a consortium partner of the Feed the Future Innovation Lab for Policy Research, Capacity, and Impact (PRCI)
The ReNAPRI Webinar discussed the effects of disasters and shocks on Africa’s food systems
Speakers:
Josef Schmidhuber from the Food and Agriculture Organization of the United Nations (FAO)
David LaBorde from the International Food Policy Research Institute (IFPRI)
Andrew Agyei-Holmes, a research fellow at the Institute for Statistical, Social, and Economic Research - Ghana (ISSER),
William Chadza, the executive director at MwAPATA in Malawi
Iredele Ogunbayo, a researcher at the Innovation Lab for Policy Leadership in Agriculture and Food Security (PiLAF) in Nigeria.
Zena Mpenda, deputy dean of the Department of Agricultural Food and Resource and Economics at Sokoine University of Agriculture, who recently was part of a PRCI training team for a training on gender
Thom Jayne, University Foundation Professor Emeritus
Moderators: Nalishebo Meebelo, the executive director of ReNAPRI, and Antony Chapoto, the ReNAPRI Network Technical Chair and Research Director at (IAPRI) in Zambia
Presentation prepared by Kwaw Andam, Xinshen Diao, Paul Dorosh, Angga Pradesha, and James Thurlow, all with the International Food Policy Research Institute, Washington DC. This is part of the Global Crisis Series.
A presentation by Dr. Benjamin Davis, Director, Inclusive Rural Transformation and Gender Equality Division, Food and Agriculture
Organization of the United Nations (FAO)
A presentation by Dr. John Ulimwengu, ReSAKSS Africawide Coordinator, Senior Research Fellow, Africa Region, International
Food Policy Research Institute (IFPRI)
#2021ReSAKSS - Plenary Session I – presentation by Dr. Eliane Ubalijoro, Executive Director, Sustainability in The Digital Age, Global Hub Director, Canada, Future
Earth, and Co-editor of the 2021 Annual Trends and Outlook Report (ATOR)
African countries have diversified both their exports and trade partners over the last decade, African agricultural trade still suffers from structural problems as well as exogenous shocks. Against this backdrop, the 2021 Africa Agriculture Trade Monitor (AATM) analyzes continental and regional trends in African agricultural trade flows and policies. The report finds that many African countries continue to enjoy the most success in global markets with cash crops and niche products. At the intra-African level, countries are becoming more interconnected in trade of key commodities, but there remain many potential but unexploited trade relationships. The report examines the livestock sector in detail, finding that despite its important role in Africa, the sector is concentrated in low value- added products that are informally traded. The report also examines trade integration in the Arab Maghreb Union (AMU), which remains limited due to factors including tariffs, nontariff measures, poor transport infrastructure, and weak institutions. Finally, the report discusses the implications of two major events affecting African trade in 2020 and 2021: the COVID-19 pandemic and the implementation of the African Continental Free Trade Area (AfCFTA).
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Subhajit Sahu
Abstract — Levelwise PageRank is an alternative method of PageRank computation which decomposes the input graph into a directed acyclic block-graph of strongly connected components, and processes them in topological order, one level at a time. This enables calculation for ranks in a distributed fashion without per-iteration communication, unlike the standard method where all vertices are processed in each iteration. It however comes with a precondition of the absence of dead ends in the input graph. Here, the native non-distributed performance of Levelwise PageRank was compared against Monolithic PageRank on a CPU as well as a GPU. To ensure a fair comparison, Monolithic PageRank was also performed on a graph where vertices were split by components. Results indicate that Levelwise PageRank is about as fast as Monolithic PageRank on the CPU, but quite a bit slower on the GPU. Slowdown on the GPU is likely caused by a large submission of small workloads, and expected to be non-issue when the computation is performed on massive graphs.
Explore our comprehensive data analysis project presentation on predicting product ad campaign performance. Learn how data-driven insights can optimize your marketing strategies and enhance campaign effectiveness. Perfect for professionals and students looking to understand the power of data analysis in advertising. for more details visit: https://bostoninstituteofanalytics.org/data-science-and-artificial-intelligence/
Opendatabay - Open Data Marketplace.pptxOpendatabay
Opendatabay.com unlocks the power of data for everyone. Open Data Marketplace fosters a collaborative hub for data enthusiasts to explore, share, and contribute to a vast collection of datasets.
First ever open hub for data enthusiasts to collaborate and innovate. A platform to explore, share, and contribute to a vast collection of datasets. Through robust quality control and innovative technologies like blockchain verification, opendatabay ensures the authenticity and reliability of datasets, empowering users to make data-driven decisions with confidence. Leverage cutting-edge AI technologies to enhance the data exploration, analysis, and discovery experience.
From intelligent search and recommendations to automated data productisation and quotation, Opendatabay AI-driven features streamline the data workflow. Finding the data you need shouldn't be a complex. Opendatabay simplifies the data acquisition process with an intuitive interface and robust search tools. Effortlessly explore, discover, and access the data you need, allowing you to focus on extracting valuable insights. Opendatabay breaks new ground with a dedicated, AI-generated, synthetic datasets.
Leverage these privacy-preserving datasets for training and testing AI models without compromising sensitive information. Opendatabay prioritizes transparency by providing detailed metadata, provenance information, and usage guidelines for each dataset, ensuring users have a comprehensive understanding of the data they're working with. By leveraging a powerful combination of distributed ledger technology and rigorous third-party audits Opendatabay ensures the authenticity and reliability of every dataset. Security is at the core of Opendatabay. Marketplace implements stringent security measures, including encryption, access controls, and regular vulnerability assessments, to safeguard your data and protect your privacy.
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Empowering the Data Analytics Ecosystem: A Laser Focus on Value
The data analytics ecosystem thrives when every component functions at its peak, unlocking the true potential of data. Here's a laser focus on key areas for an empowered ecosystem:
1. Democratize Access, Not Data:
Granular Access Controls: Provide users with self-service tools tailored to their specific needs, preventing data overload and misuse.
Data Catalogs: Implement robust data catalogs for easy discovery and understanding of available data sources.
2. Foster Collaboration with Clear Roles:
Data Mesh Architecture: Break down data silos by creating a distributed data ownership model with clear ownership and responsibilities.
Collaborative Workspaces: Utilize interactive platforms where data scientists, analysts, and domain experts can work seamlessly together.
3. Leverage Advanced Analytics Strategically:
AI-powered Automation: Automate repetitive tasks like data cleaning and feature engineering, freeing up data talent for higher-level analysis.
Right-Tool Selection: Strategically choose the most effective advanced analytics techniques (e.g., AI, ML) based on specific business problems.
4. Prioritize Data Quality with Automation:
Automated Data Validation: Implement automated data quality checks to identify and rectify errors at the source, minimizing downstream issues.
Data Lineage Tracking: Track the flow of data throughout the ecosystem, ensuring transparency and facilitating root cause analysis for errors.
5. Cultivate a Data-Driven Mindset:
Metrics-Driven Performance Management: Align KPIs and performance metrics with data-driven insights to ensure actionable decision making.
Data Storytelling Workshops: Equip stakeholders with the skills to translate complex data findings into compelling narratives that drive action.
Benefits of a Precise Ecosystem:
Sharpened Focus: Precise access and clear roles ensure everyone works with the most relevant data, maximizing efficiency.
Actionable Insights: Strategic analytics and automated quality checks lead to more reliable and actionable data insights.
Continuous Improvement: Data-driven performance management fosters a culture of learning and continuous improvement.
Sustainable Growth: Empowered by data, organizations can make informed decisions to drive sustainable growth and innovation.
By focusing on these precise actions, organizations can create an empowered data analytics ecosystem that delivers real value by driving data-driven decisions and maximizing the return on their data investment.
Techniques to optimize the pagerank algorithm usually fall in two categories. One is to try reducing the work per iteration, and the other is to try reducing the number of iterations. These goals are often at odds with one another. Skipping computation on vertices which have already converged has the potential to save iteration time. Skipping in-identical vertices, with the same in-links, helps reduce duplicate computations and thus could help reduce iteration time. Road networks often have chains which can be short-circuited before pagerank computation to improve performance. Final ranks of chain nodes can be easily calculated. This could reduce both the iteration time, and the number of iterations. If a graph has no dangling nodes, pagerank of each strongly connected component can be computed in topological order. This could help reduce the iteration time, no. of iterations, and also enable multi-iteration concurrency in pagerank computation. The combination of all of the above methods is the STICD algorithm. [sticd] For dynamic graphs, unchanged components whose ranks are unaffected can be skipped altogether.
As Europe's leading economic powerhouse and the fourth-largest hashtag#economy globally, Germany stands at the forefront of innovation and industrial might. Renowned for its precision engineering and high-tech sectors, Germany's economic structure is heavily supported by a robust service industry, accounting for approximately 68% of its GDP. This economic clout and strategic geopolitical stance position Germany as a focal point in the global cyber threat landscape.
In the face of escalating global tensions, particularly those emanating from geopolitical disputes with nations like hashtag#Russia and hashtag#China, hashtag#Germany has witnessed a significant uptick in targeted cyber operations. Our analysis indicates a marked increase in hashtag#cyberattack sophistication aimed at critical infrastructure and key industrial sectors. These attacks range from ransomware campaigns to hashtag#AdvancedPersistentThreats (hashtag#APTs), threatening national security and business integrity.
🔑 Key findings include:
🔍 Increased frequency and complexity of cyber threats.
🔍 Escalation of state-sponsored and criminally motivated cyber operations.
🔍 Active dark web exchanges of malicious tools and tactics.
Our comprehensive report delves into these challenges, using a blend of open-source and proprietary data collection techniques. By monitoring activity on critical networks and analyzing attack patterns, our team provides a detailed overview of the threats facing German entities.
This report aims to equip stakeholders across public and private sectors with the knowledge to enhance their defensive strategies, reduce exposure to cyber risks, and reinforce Germany's resilience against cyber threats.
StarCompliance is a leading firm specializing in the recovery of stolen cryptocurrency. Our comprehensive services are designed to assist individuals and organizations in navigating the complex process of fraud reporting, investigation, and fund recovery. We combine cutting-edge technology with expert legal support to provide a robust solution for victims of crypto theft.
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Our team of experienced lawyers can initiate lawsuits on your behalf and represent you in various jurisdictions around the world. They work diligently to recover your stolen funds and ensure that justice is served.
At StarCompliance, we understand the urgency and stress involved in dealing with cryptocurrency theft. Our dedicated team works quickly and efficiently to provide you with the support and expertise needed to recover your assets. Trust us to be your partner in navigating the complexities of the crypto world and safeguarding your investments.
2. Impact of COVID-19 Induced
Global Trade Disruptions on
African Food Systems
Ismael FOFANA, Akademiya2063
Alhassane CAMARA, University of Sherbrooke
Mariam A. DIALLO, Akademiya2063
Leysa M. SALL, Akademiya2063
3. The COVID-19 pandemic has resulted in major disruptions in
global trade and markets of primary commodities
Changes in primary commodity prices between 2019 and 2020, percentage point difference between estimated and predicted prices for 2020
-40
-30
-20
-10
0
10
20
30
40
Coal,
Australia
Crude
oil,
avg
Natural
gas,
Europe
Natural
gas,
US
Natural
gas
LNG,
Japan
Cocoa
Coffee,
Arabica
Coffee,
Robusta
Tea,
auctions
(3),
average
Coconut
oil
Groundnut
oil
Palm
oil
Soybean
meal
Soybean
oil
Soybeans
Barley
Maize
Rice,
Thailand,
5%
Wheat,
US,
HRW
Bananas,
US
Meat,
beef
Meat,
chicken
Oranges
Shrimp,
Mexico
Sugar,
World
Logs,
Cameroon
Logs,
Malaysia
Sawnwood,
Malaysia
Cotton
A
Index
Rubber,
Malaysian
Tobacco
DAP
Phosphate
rock
Potassium
chloride
TSP
Urea,
E.
Europe,
bulk
Aluminum
Copper
Iron
ore
Lead
Nickel
Tin
Zinc
Gold
Silver
Platinum
Introduction
4. The COVID-19 pandemic has resulted in major disruptions in global
trade and markets of primary commodities (cont.)
Sector-specific percentage changes in global trade of commodities between 2019 and 2020
-11.8
-9.5
-9.0
-8.8
-8.3
-7.4
-7.3
-6.3
-6.0
-5.8
-4.1
Transport equipment
Fishing
Mining and quarrying
Electrical and machinery
Metal products
Petroleum, chemical an non-metallic mineral…
Agriculture
Wood and paper
Other manufacturing
Food and beverages
Textiles and wearing apparel
Introduction (Cont.)
5. Export baskets of most African countries are highly dependent on primary
commodities.
0 10 20 30 40 50 60 70 80 90 100
Lesotho
Tunisia
Morocco
Madagascar
Eswatini
Liberia
Ethiopia
Kenya
Sierra Leone
Guinea Bissau
Egypt
Seychelles
Togo
Niger
South Africa
Sudan
Gambia
Tanzania
Senegal
DRC
Rwanda
Benin
Gabon
Cabo Verde
Cote d'Ivoire
Malawi
Guinea
Uganda
CAR
Namibia
Zambia
Ghana
Mauritania
Burkina Faso
Zimbabwe
Mozambique
Botswana
Congo
Chad
Nigeria
Mali
Angola
Cameroon
South Sudan
0 10 20 30 40 50 60 70 80 90 100
South Sudan
Liberia
Ethiopia
Chad
Uganda
DRC
Sudan
Gabon
Seychelles
Ghana
Cameroon
Niger
Sierra Leone
Congo
Morocco
Malawi
Tanzania
South Africa
CAR
Madagascar
Tunisia
Mali
CaboVerde
Eswatini
Kenya
Burkina Faso
Zambia
Angola
Guinea
Mauritania
Nigeria
Egypt
Guinea Bissau
Rwanda
Cote d'Ivoire
Togo
Gambia
Namibia
Senegal
Mozambique
Zimbabwe
Lesotho
Benin
Botswana
Percentage share of primary commodities in total imports in 2019
Percentage share of primary commodities in total exports, 2019
Introduction (Cont.)
6. Assess the effects of changes in international prices and traded
volumes of primary commodities on the food systems in selected
African countries.
• 23 African countries: Cabo Verde, Cameroon, Central African Republic, Chad,
Congo, Côte d’Ivoire, Democratic Republic of the Congo, Egypt, Ethiopia, Gabon,
Ghana, Guinea, Kenya, Lesotho, Malawi, Mozambique, Namibia, Rwanda,
Senegal, Sudan, South Africa, Zambia, and Zimbabwe.
Objectives
7. Methodology
• Simulation models (Akademiya2063 / ReSAKSS)
Single-CountryCGE Models
• World Development Indicators database (World Bank)
Macroeconomic data (2019/2018)
• Statistics on international trade (United Nations)
Import and export data (2019/2018)
• Primary commodity price database (World Bank)
Monthly price estimates for 46 primary commodities
Annual price predictions (Commodity market outlook)
• Koks and Hall (2021)
Global Economic Impacts of COVID-19 Lockdown Measures Stand Out in High-
Frequency Shipping Data.
Update the
Simulation
Tools
Build the
Scenarios
Simulation
Tools
8. Changes in the international price of primary commodities (Price Shock)
• Commodities prices estimate for 2019 and 2020 (COVID Scenario)
• Commodity prices outlook for 2020 released in October 2019 (BaU Scenario)
Disruption of global trade conditions and market access (Volume Shock)
• Sector specific changes in global trade between 2020 and 2019 using high-
frequency shipping data (COVID Scenario)
• Changes in import and export volumes (aggregate) in 2020 from the IMF’s outlook
in October 2019 (BaU Scenario)
Methodology (Cont.)
9. • Several segments of
the food supply chain
captured: production,
processing, trade, and
consumption.
Component Indicator
Agricultural production Production, in constant value
Input cost
Output price
Value added, in constant value
Employment
Food processing Production, in constant value
Input cost
Output price
Value added, in constant value
Employment
Food services Production, in constant value
Input cost
Output price
Value added, in constant value
Employment
Aggregate supply of agricultural Production, in constant value
and food products Input cost
Output price
Value added, in constant value
Employment
Trade Export aggregate, in constant value
Export agriculture, in constant value
Export processed food, in constant value
Export food services, in constant value
Import aggregate, in constant value
Import agriculture, in constant value
Import processed food, in constant value
Import food services, in constant value
Consumption Household consumption, national
Household consumption, rural
Household consumption, urban
Household expenditures, national
Household expenditures, rural
Household expenditures, urban
Consumption price, national
Consumption price, rural
Consumption price, urban
Employment, national
Employment, rural
Employment, urban
Methodology (Cont.)
10. Methodology (Cont.)
A score is computed to appreciate the impact of the COVID-19-related global
trade shock on African food systems.
Score =
Number of indicators adverselyimpacted by the COVID−19 shock
Total number of indicators considered
x 100
11. Moderate impact of the COVID-19-related global trade shock on
the food systems in the selected African countries
Sensitivity of food systems to COVID-19-related global trade shock, score in percentage, computed for selected African countries
80
69 67 66
45 44 43
39 37 35 33 30 30 28 28 28 27 27 25 25 25 23
18
13
KEN
ZMB
DRC
GHA
CMR
ZAF
ETH
CAR
ALL
MOZ
NAM
CGO
EGY
GAB
ZWE
SEN
CHD
MWI
SDN
LSO
CIV
CPV
RWA
GIN
Findings
12. The Group of countries with a diversified export basket are less
adversely impacted by the global trade shock.
40% 38%
29%
37%
Agricultural Exporters Mineral Exporters Other Exporters All Exporters
Impact of COVID-19-related global trade shock on African food systems, average score in percentage, countries grouped by exports
Findings (Cont.)
13. Food processing and food service industries are the most vulnerable
component of the system to the global trade shock caused by the COVID-
19 pandemic
Sensitivity to COVID-19-related global trade shock, average score in percentage, by country groups and along the food system chain
37%
26%
54%
28%
19%
43%
All
Production
Processing
Trade
Consumption
Macro
Findings (Cont.)
14. Conclusion and Key Recommendations
Well-diversified export basket is key to strengthening the
resilience of Africa’s food systems to external shocks.
Embracing digital technologies across the food value
chain to mitigate the adverse impact of external shocks.