Optimizing livelihood and environmental benefits from crop residues in smallholder crop-livestock systems in sub-Saharan Africa and South Asia: Southern Africa case study
Presentation by Sabine Homann-Kee Tui and Andre van Rooyen for the SLP Crop Residues Project Review and Planning Meeting, Addis Ababa, Ethiopia, 9-10 December 2010.
Jobs and Ethiopia’s agri-food system: Reviewing the evidenceessp2
This document reviews evidence on jobs and Ethiopia's agri-food system. It finds that agriculture remains extremely important for employment in Ethiopia, accounting for over 75% of jobs, though this share is declining slowly. Labor productivity in agriculture is increasing over time but remains low, with larger, more commercial farms showing higher productivity. Hired agricultural wage labor constitutes a small share of total agricultural labor. Wages are increasing in rural areas but remain low internationally. Food processing, trade, and transportation make up sizable shares of non-farm employment in Ethiopia's agri-food system.
This presentation shows the future and possibilities of future food production in Sudan which illustrates the high potent to increase food crop production and possibilities of leading this sector in Africa and Arab World. ... .........Elgilany Ahmed
“Dynamics of gender equity and household food security in rice-based farming systems” presented by Kamala Gurung, IRRI-Bangladesh at the ReSAKSS-Asia Conference, Nov 14-16, 2011, in Kathmandu, Nepal.
Non-farm income and labor markets in rural Ethiopia essp2
1) Off-farm income makes up 18% of rural household income in Ethiopia, with wage income contributing 10%. Agricultural wages are twice as important as non-agricultural wages.
2) Off-farm income and wages are most important for poorer households and play a significant role in livelihoods.
3) Rural wages have increased substantially in recent years, driven partly by agricultural growth performance. Real wages were 54% higher in 2015 compared to 2004.
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
1. Agriculture and Ethiopia's agri-food system are extremely important for employment in Ethiopia, accounting for over 80% of total employment. While the share of agriculture in employment is declining slowly, it remains much larger than agriculture's share of GDP.
2. On-farm productivity has been increasing over time but remains low. Larger, more commercial farms are becoming more important but make up only a small percentage of total agricultural area. Labor productivity is significantly higher on larger farms and in more connected areas. Agricultural labor markets differ by remoteness, with more monetized labor in less remote areas.
3. Ethiopia's food processing, trade, and transport sectors have been growing rapidly, providing increasing
Realizing Rural and Agricultural Transformation in Ethiopia – Some Reflectionsessp2
The document discusses agriculture and rural transformation in Ethiopia. It analyzes the current state, progress made, drivers of progress, remaining vulnerabilities and bottlenecks. Key bottlenecks include inadequate seeds, small farm sizes, land degradation, and challenges with policy implementation capability. Priorities for accelerating transformation include promoting land rental markets, transforming opportunities for small farms, expanding seed research, enhancing policy capabilities, and developing a long-term program to transform dryland and degraded areas.
The opportunities and challenges for livestock and aquaculture research for d...GCARD Conferences
This document discusses trends and opportunities in the livestock and fish sectors in Asia. It notes that demand for meat, milk, and fish is rapidly rising in Asia and will more than double by 2050. Smallholders currently dominate production but face issues like low productivity. Aquaculture is key to meeting rising fish demand but smallholders face constraints around access to resources and markets. The document argues that investment in agricultural research should reflect the growing importance of livestock and fish and proposes partnerships between national and international researchers to address challenges in animal health, genetics, feeding, and developing sustainable agri-food systems.
Jobs and Ethiopia’s agri-food system: Reviewing the evidenceessp2
This document reviews evidence on jobs and Ethiopia's agri-food system. It finds that agriculture remains extremely important for employment in Ethiopia, accounting for over 75% of jobs, though this share is declining slowly. Labor productivity in agriculture is increasing over time but remains low, with larger, more commercial farms showing higher productivity. Hired agricultural wage labor constitutes a small share of total agricultural labor. Wages are increasing in rural areas but remain low internationally. Food processing, trade, and transportation make up sizable shares of non-farm employment in Ethiopia's agri-food system.
This presentation shows the future and possibilities of future food production in Sudan which illustrates the high potent to increase food crop production and possibilities of leading this sector in Africa and Arab World. ... .........Elgilany Ahmed
“Dynamics of gender equity and household food security in rice-based farming systems” presented by Kamala Gurung, IRRI-Bangladesh at the ReSAKSS-Asia Conference, Nov 14-16, 2011, in Kathmandu, Nepal.
Non-farm income and labor markets in rural Ethiopia essp2
1) Off-farm income makes up 18% of rural household income in Ethiopia, with wage income contributing 10%. Agricultural wages are twice as important as non-agricultural wages.
2) Off-farm income and wages are most important for poorer households and play a significant role in livelihoods.
3) Rural wages have increased substantially in recent years, driven partly by agricultural growth performance. Real wages were 54% higher in 2015 compared to 2004.
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
1. Agriculture and Ethiopia's agri-food system are extremely important for employment in Ethiopia, accounting for over 80% of total employment. While the share of agriculture in employment is declining slowly, it remains much larger than agriculture's share of GDP.
2. On-farm productivity has been increasing over time but remains low. Larger, more commercial farms are becoming more important but make up only a small percentage of total agricultural area. Labor productivity is significantly higher on larger farms and in more connected areas. Agricultural labor markets differ by remoteness, with more monetized labor in less remote areas.
3. Ethiopia's food processing, trade, and transport sectors have been growing rapidly, providing increasing
Realizing Rural and Agricultural Transformation in Ethiopia – Some Reflectionsessp2
The document discusses agriculture and rural transformation in Ethiopia. It analyzes the current state, progress made, drivers of progress, remaining vulnerabilities and bottlenecks. Key bottlenecks include inadequate seeds, small farm sizes, land degradation, and challenges with policy implementation capability. Priorities for accelerating transformation include promoting land rental markets, transforming opportunities for small farms, expanding seed research, enhancing policy capabilities, and developing a long-term program to transform dryland and degraded areas.
The opportunities and challenges for livestock and aquaculture research for d...GCARD Conferences
This document discusses trends and opportunities in the livestock and fish sectors in Asia. It notes that demand for meat, milk, and fish is rapidly rising in Asia and will more than double by 2050. Smallholders currently dominate production but face issues like low productivity. Aquaculture is key to meeting rising fish demand but smallholders face constraints around access to resources and markets. The document argues that investment in agricultural research should reflect the growing importance of livestock and fish and proposes partnerships between national and international researchers to address challenges in animal health, genetics, feeding, and developing sustainable agri-food systems.
Sustainable animal production systems in AfricaILRI
Presented by Timothy Robinson, Catherine Pfeifer, Mario Herrero, Thomas van Boeckel and Marius Gilbert at the 61st International Congress of Meat Science & Technology, France, 23–28 August 2015
Role of herbivores in sustainable agriculture in sub-Saharan AfricaILRI
Presented by Augustine Ayantunde, Alan Duncan, Mark van Wijk and Peter Thorne at the 10th International Symposium on the Nutrition of the Herbivores, Clermont-Ferrand, France, 2-6 September 2018
Brian Clancey from STATPUB.com shares Global Pulses Import - Export data in this insightful presentation. Pulses production, demand, trends in import-export and future outlook as presented at India Pulses & Grains Associaiton's 'Global Pulses Conclave 2012.
Thurlow, J. 2020. Measuring Agricultural Transformation. Presentation to United States Agency for International Development. Washington DC: IFPRI (January 20)
This document discusses opportunities in the global agricultural sector, with a focus on opportunities in Nigeria. It notes that global demand for agricultural produce is increasing due to population growth, urbanization, rising incomes, and other factors. This is putting pressure on grains and cassava production. It also discusses the increasing global demand for protein as middle classes and incomes rise. Specific opportunities mentioned for Nigeria include investing in arable land, cassava production, fisheries, poultry, and animal husbandry. The document provides statistics and analysis to support these points.
Livestock and food security: An ILRI perspectiveILRI
A series of presentations by ILRI scientists (Thomas Randolph, Hikuepi Katjiuongua, Timothy Robinson, Isabelle Baltenweck, Alessandra Galie, Alan Duncan, Nils Teufel, Mats Lannerstad, Bernard Bett, Johanna Lindahl, Eric Fèvre, Silvia Alonso and Delia Grace) at a seminar on "Sustainable Agricultural Development for Food Security and Nutrition, including the role of Livestock" for the Committee on World Food Security High Level Panel of Experts on food security and nutrition (HLPE), Nairobi, Kenya, 8 May 2015.
This document discusses the importance of domesticated animals. It notes that every country uses livestock as a source of food, byproducts for goods and animal feed, draft power, and manure for fuel and fertilizer. It also discusses trends in agricultural productivity over time in the US, with productivity doubling every 10-30 years after World War II. This led to increased livestock production and lower costs of animal products for consumers. The document also touches on the debate around human/animal food competition given increasing global population.
Livestock, livelihoods and the future of India’s smallholder farmersILRI
Smallholder farmers in India produce much of the country's livestock and dairy, contributing significantly to agricultural GDP and livelihoods. Rising global and domestic demand for livestock products presents opportunities but also risks. If met through imports or industrialization, it could harm the Indian economy, environment, and many livelihoods. However, transforming smallholder livestock systems sustainably could help millions improve production and livelihoods, maintaining India's economic growth. The conference aimed to discuss actions supporting smallholders to meet future demand for animal-source foods in an equitable and sustainable manner.
Agriculture is crucial for Afghanistan's economy, accounting for 25% of GDP and employing the majority of the workforce. However, agricultural productivity and incomes remain low due to a lack of irrigation, rural infrastructure, skills, and support services. Most farmers practice subsistence farming on small landholdings with rain-fed crops. Expanding irrigation, improving crop varieties, and linking farmers to markets could boost yields, incomes, and jobs. A two-pillar strategy focusing on both irrigated commercial farming and rain-fed subsistence areas could help reduce Afghanistan's high poverty and unemployment rates.
Importance of livestock production from grasslands for national and local foo...ILRI
Presented by Iain A Wright, Polly Ericksen, Andrew Mude, Lance W. Robinson and Jason Sircely at the International Grassland Congress, New Delhi, 20-24 November 2015
Presented at the Pulses for Sustainable Agriculture and Human Health” on 31 May-1 June 2016 at NASC, New Delhi, India. The conference was jointly organised by the International Food Policy Research Institute (IFPRI), National Academy of Agricultural Sciences (NAAS), TCi of Cornell University (TCi-CU) and Agriculture Today.
This document provides an overview of the International Livestock Research Institute (ILRI). It describes ILRI's main campuses in Nairobi, Kenya and Addis Ababa, Ethiopia as well as offices in 17 other countries. ILRI is one of 15 centers that make up the CGIAR, which conducts agricultural research with a focus on livestock and livestock-related issues in developing countries. The document outlines ILRI's research priorities, which include improving livestock productivity and efficiency in a sustainable manner, ensuring safe and nutritious animal-sourced foods, and addressing emerging challenges like zoonotic diseases and antimicrobial resistance.
The global livestock sector: Trends, drivers and implications for society, he...ILRI
Presented by Timothy Robinson, William Wint, Giulia Conchedda, Giuseppina Cinardi, Thomas Van Boeckel, Michael Macleod, Bernard Bett, Delia Grace and Marius Gilbert at the annual conference of the British Society of Animal Science (BSAS), Chester, UK, 14-15 April 2015.
Investment outlook piece describing the Feed the World Theme. This will help to provide you with some insight in how to invest to take advantage of forth coming trends.
The global livestock sector: Trends and health implicationsILRI
Presented by Timothy Robinson, William Wint, Giulia Conchedda, Giuseppina Cinardi, Thomas Van Boeckel, Bernard Bett and Marius Gilbert at the Workshop on Measuring Progress, Biennial Meeting of the Royal Society of Tropical Medicine and Hygiene (RSTMH), Oxford, 27 September 2014
1. Sub-Saharan Africa faces challenges of delayed economic transformation, rapid urbanization and population growth, and rising food import dependency that hinder sustainable food systems and poverty reduction.
2. Agricultural productivity growth has been slow, around 1.5-2% annually, while around 75% of food is now imported, and the food gap between production and demand is projected to widen significantly.
3. Strategies are needed to boost commercial farm productivity and reduce post-harvest losses, while also improving nutrition through diversifying diets, developing short regional supply chains, and making agriculture central to food and health policies.
Sustainable animal production systems in AfricaILRI
Presented by Timothy Robinson, Catherine Pfeifer, Mario Herrero, Thomas van Boeckel and Marius Gilbert at the 61st International Congress of Meat Science & Technology, France, 23–28 August 2015
Role of herbivores in sustainable agriculture in sub-Saharan AfricaILRI
Presented by Augustine Ayantunde, Alan Duncan, Mark van Wijk and Peter Thorne at the 10th International Symposium on the Nutrition of the Herbivores, Clermont-Ferrand, France, 2-6 September 2018
Brian Clancey from STATPUB.com shares Global Pulses Import - Export data in this insightful presentation. Pulses production, demand, trends in import-export and future outlook as presented at India Pulses & Grains Associaiton's 'Global Pulses Conclave 2012.
Thurlow, J. 2020. Measuring Agricultural Transformation. Presentation to United States Agency for International Development. Washington DC: IFPRI (January 20)
This document discusses opportunities in the global agricultural sector, with a focus on opportunities in Nigeria. It notes that global demand for agricultural produce is increasing due to population growth, urbanization, rising incomes, and other factors. This is putting pressure on grains and cassava production. It also discusses the increasing global demand for protein as middle classes and incomes rise. Specific opportunities mentioned for Nigeria include investing in arable land, cassava production, fisheries, poultry, and animal husbandry. The document provides statistics and analysis to support these points.
Livestock and food security: An ILRI perspectiveILRI
A series of presentations by ILRI scientists (Thomas Randolph, Hikuepi Katjiuongua, Timothy Robinson, Isabelle Baltenweck, Alessandra Galie, Alan Duncan, Nils Teufel, Mats Lannerstad, Bernard Bett, Johanna Lindahl, Eric Fèvre, Silvia Alonso and Delia Grace) at a seminar on "Sustainable Agricultural Development for Food Security and Nutrition, including the role of Livestock" for the Committee on World Food Security High Level Panel of Experts on food security and nutrition (HLPE), Nairobi, Kenya, 8 May 2015.
This document discusses the importance of domesticated animals. It notes that every country uses livestock as a source of food, byproducts for goods and animal feed, draft power, and manure for fuel and fertilizer. It also discusses trends in agricultural productivity over time in the US, with productivity doubling every 10-30 years after World War II. This led to increased livestock production and lower costs of animal products for consumers. The document also touches on the debate around human/animal food competition given increasing global population.
Livestock, livelihoods and the future of India’s smallholder farmersILRI
Smallholder farmers in India produce much of the country's livestock and dairy, contributing significantly to agricultural GDP and livelihoods. Rising global and domestic demand for livestock products presents opportunities but also risks. If met through imports or industrialization, it could harm the Indian economy, environment, and many livelihoods. However, transforming smallholder livestock systems sustainably could help millions improve production and livelihoods, maintaining India's economic growth. The conference aimed to discuss actions supporting smallholders to meet future demand for animal-source foods in an equitable and sustainable manner.
Agriculture is crucial for Afghanistan's economy, accounting for 25% of GDP and employing the majority of the workforce. However, agricultural productivity and incomes remain low due to a lack of irrigation, rural infrastructure, skills, and support services. Most farmers practice subsistence farming on small landholdings with rain-fed crops. Expanding irrigation, improving crop varieties, and linking farmers to markets could boost yields, incomes, and jobs. A two-pillar strategy focusing on both irrigated commercial farming and rain-fed subsistence areas could help reduce Afghanistan's high poverty and unemployment rates.
Importance of livestock production from grasslands for national and local foo...ILRI
Presented by Iain A Wright, Polly Ericksen, Andrew Mude, Lance W. Robinson and Jason Sircely at the International Grassland Congress, New Delhi, 20-24 November 2015
Presented at the Pulses for Sustainable Agriculture and Human Health” on 31 May-1 June 2016 at NASC, New Delhi, India. The conference was jointly organised by the International Food Policy Research Institute (IFPRI), National Academy of Agricultural Sciences (NAAS), TCi of Cornell University (TCi-CU) and Agriculture Today.
This document provides an overview of the International Livestock Research Institute (ILRI). It describes ILRI's main campuses in Nairobi, Kenya and Addis Ababa, Ethiopia as well as offices in 17 other countries. ILRI is one of 15 centers that make up the CGIAR, which conducts agricultural research with a focus on livestock and livestock-related issues in developing countries. The document outlines ILRI's research priorities, which include improving livestock productivity and efficiency in a sustainable manner, ensuring safe and nutritious animal-sourced foods, and addressing emerging challenges like zoonotic diseases and antimicrobial resistance.
The global livestock sector: Trends, drivers and implications for society, he...ILRI
Presented by Timothy Robinson, William Wint, Giulia Conchedda, Giuseppina Cinardi, Thomas Van Boeckel, Michael Macleod, Bernard Bett, Delia Grace and Marius Gilbert at the annual conference of the British Society of Animal Science (BSAS), Chester, UK, 14-15 April 2015.
Investment outlook piece describing the Feed the World Theme. This will help to provide you with some insight in how to invest to take advantage of forth coming trends.
The global livestock sector: Trends and health implicationsILRI
Presented by Timothy Robinson, William Wint, Giulia Conchedda, Giuseppina Cinardi, Thomas Van Boeckel, Bernard Bett and Marius Gilbert at the Workshop on Measuring Progress, Biennial Meeting of the Royal Society of Tropical Medicine and Hygiene (RSTMH), Oxford, 27 September 2014
The global livestock sector: Trends and health implications
Similar to Optimizing livelihood and environmental benefits from crop residues in smallholder crop-livestock systems in sub-Saharan Africa and South Asia: Southern Africa case study
1. Sub-Saharan Africa faces challenges of delayed economic transformation, rapid urbanization and population growth, and rising food import dependency that hinder sustainable food systems and poverty reduction.
2. Agricultural productivity growth has been slow, around 1.5-2% annually, while around 75% of food is now imported, and the food gap between production and demand is projected to widen significantly.
3. Strategies are needed to boost commercial farm productivity and reduce post-harvest losses, while also improving nutrition through diversifying diets, developing short regional supply chains, and making agriculture central to food and health policies.
1. Sub-Saharan Africa is experiencing rapid urbanization and population growth, leading to a dietary transition and increasing rates of overweight and obesity alongside persistent undernutrition.
2. Agricultural productivity growth has been slow, around 1.5-2% annually, which is insufficient to meet growing food demand, increasing Africa's dependence on food imports.
3. Strategies are needed to increase commercial farm land and labor productivity, expand food production of nutritious crops, reduce post-harvest losses, and strengthen regional food trade to improve food and nutrition security.
This document provides an overview of opportunities and challenges for food and nutrition security (FNS) in Mali. It discusses Mali's agricultural production zones, commodities like rice, vegetables and livestock that have potential dual purposes for income and nutrition. While Mali has opportunities to improve FNS, about 8% still suffer from hunger. Acute and chronic malnutrition particularly affect children in certain regions. Natural causes like climate and poverty, as well as issues with food production systems, contribute to these challenges. The document analyzes Mali's policies, programs, stakeholders and institutional framework for addressing FNS, noting improvements could be made to better coordinate efforts. Quality seeds of improved varieties are identified as a key commodity for exploiting other commodities
The document outlines Cambodia's agricultural transformation over the past 10 years and identifies opportunities and risks going forward. Key changes include increased productivity, expansion of rice milling, changing labor patterns, and infrastructure growth. Driving forces were policy reforms, investment, technology adoption, and higher food prices. Sustaining growth requires improving the business environment, public-private partnerships, skills development, and strategic national programs. The diagnostic study will analyze four commodities across regions using surveys, focus groups, and comparing to a previous study to inform Cambodia's agricultural roadmap.
Agricultural transformation in PNG can be understood from an agri-food system perspective. This involves (1) rising farm productivity to increase food production and consumption for subsistence farmers, (2) linking farmers to local markets so they can sell surpluses to raise incomes and create local jobs, and (3) engaging the rural non-farm economy so farmers and others start businesses that generate demand and incomes across rural areas. Together these steps can help harness urban markets where urban consumer demand drives more value-addition of agricultural products and diversification opportunities. Currently, PNG's industry and service sectors have contributed more to economic growth than agriculture, but slow agricultural output growth suggests little improvement in rural welfare. Analyzing the full ag
The rise of medium-scale farms in Africa: Causes and consequences of changing...Francois Stepman
1. Farm size distributions are rapidly changing in Africa, with the number of smallholder farms growing slowly while medium-scale farms between 10-100 hectares are growing quickly, now making up over 40% of farms.
2. Medium-scale farmers are increasingly urban-educated investors using non-farm income to acquire land, aided by rising land and food prices.
3. This is driven by population growth reducing average land sizes combined with speculators and youth seeking alternative livelihoods, straining customary land inheritance systems.
This document discusses opportunities for increasing livestock production in Sri Lanka. It notes that Sri Lanka imports $1 billion worth of food annually, including milk and milk products. Livestock production has grown significantly for broiler and egg production but growth has been slower for milk, pork, and beef due to restrictions. The dry zone accounts for over 60% of livestock products but production decreases during cropping seasons due to lack of feed and grazing areas. The document proposes several ways forward, including mixed crop-livestock farming, youth employment in livestock businesses, pelletized feed, hydroponic fodder, and empowering rural women through livestock.
Overview and highlights of the FACASI projectFACASI
This document discusses farm power and conservation agriculture (CA) in sub-Saharan Africa. It notes increasing labor shortages and declining draft animals in the region. CA reduces energy requirements for land preparation by half compared to conventional methods. While CA with mechanization provides benefits like early planting and yield increases, the technologies may not be appropriate for all contexts in SSA due to biophysical and socioeconomic factors. Small mechanization options exist but equipment remains costly. Models for commercializing small mechanization through rural service providers and multipurpose use are proposed to improve adoption. Increased visibility and funding support for research on small mechanization can help overcome challenges to scaling in SSA.
The future of Ethiopia's agriculture: Drivers and Scenariosessp2
The document summarizes research on the past and future of Ethiopia's agriculture sector. Key points include:
- Agricultural land expansion is slowing as yields increase, driven by investments, technology, and market access.
- Farm sizes are declining as younger farmers have less land. Population growth and urbanization are transforming food systems.
- Future scenarios show that targeted investments can boost growth and poverty reduction, but returns diminish if supply outpaces demand. Structural changes also affect agriculture's role in the economy over time.
This document summarizes an application of an agricultural sector model to assess advances in animal health and livestock feed technologies. It discusses:
1) Global trends in increasing livestock production and demand, and the important role livestock plays in economies and diets.
2) Science-based options like vaccines, improved feeds, and genetics that can help bridge livestock yield gaps in developing countries.
3) How an agricultural model called IMPACT can be used to evaluate the economic and environmental impacts of different technology options.
4) Next steps involve further refining technology parameters for the model and exploring its implications for research priorities and policies related to animal health and feeding.
Drivers of change in crop-livestock systems and their potential impacts on ...ILRI
Presented by M. Herrero, P.K. Thornton, A. Notenbaert, S. Msangi, S. Wood, R. Kruska, J. Dixon, D. Bossio, J. van de Steeg, H. A. Freeman, X. Li, C. Sere, J. McDermott M. Peters and P. Parthasarathy Rao at the Nairobi Forum, ILRI, Nairobi, 21 September 2010
This document summarizes key issues related to agrarian change and rural development. It discusses increasing demand for healthier diets in developing countries and the need for more inclusive and value-added agricultural value chains. It also examines farming systems and the need to balance efficiency and sustainability. Specific topics covered include changing diets, the bifurcation of farm structures into larger commercial and smaller subsistence operations, and the "missing middle" of rural support services. The document then discusses strategies for inclusive rural development through innovation, intensification and supply chain integration. It identifies knowledge gaps around data availability and impact evaluations and outlines an outlook focused on improving rural productivity and value chains.
Bo agriculture restructuring (ciat meeting 20-feb2014-hn)CIAT
Vietnam's agriculture sector faces both opportunities and challenges when compared to other ASEAN countries. While Vietnam has a large agricultural workforce and land area devoted to agriculture, its agricultural productivity and GDP per capita from agriculture are relatively low. Climate change also poses a serious threat through impacts like sea level rise, increased temperatures, and more frequent extreme weather events. To address these issues, Vietnam's priorities include improving food security and safety, developing human resources, protecting the environment, and restructuring agricultural production towards higher-value and more processed crops and livestock. The government has set targets for stronger agricultural growth, higher farmer incomes, and reduced poverty and GHG emissions by 2020.
Is there a minimum farm-size frontier for food security and agricultural comm...IFPRIMaSSP
This document summarizes a presentation on determining the minimum viable farm size for food security and commercialization in Malawi. It finds that as the population grows and average farm sizes decrease, food production will soon fail to meet consumption needs if farm sizes fall below 0.7 hectares. Projection models estimate food deficits will occur by 2013 at the current rate of decreasing farm size. While diversification and commercialization may be possible on small land areas, maintaining or increasing average farm size is important for continued food security. The presentation concludes that land policy reform, improved productivity, rural employment creation, and reduced population pressure through family planning are all needed to address the challenges.
This document discusses strategies for boosting agricultural productivity in India. It analyzes current agricultural productivity in India compared to global levels and identifies reasons for slow growth. Some key points made include:
- Agricultural productivity in India is among the lowest in the world for most major crops.
- Slow growth is due to factors like degradation of land from erosion and salinization, inefficient water usage, and slow adoption of new technologies.
- Immediate action is needed to uplift productivity through using advanced technologies, organic farming practices, improving water management policies, and providing more support to farmers.
This document discusses the agricultural sector of Pakistan's economy. It notes that agriculture contributed 61% of GDP in 2009-10, with major crops including wheat, rice, maize, cotton, and sugarcane. The document outlines factors that have affected agricultural growth rates such as small land holdings, lack of technology adoption, unreliable rainfall, and insufficient financing. It also lists issues facing Pakistan's agriculture such as water scarcity, soil degradation, and low crop yields. The document advocates for solutions like hybrid seeds, mechanization, improved irrigation, and expanded agricultural research and credit to increase agricultural production.
This document summarizes the progress of agriculture in India between 1951 and 2011, highlighting the Green, White, and Blue Revolutions that led to major increases in foodgrain, milk, and fish production. It also discusses ongoing challenges around malnutrition, climate change impacts, and the need for continued investment in agriculture research and development to sustain gains and ensure food security. Key priorities include making growth more inclusive to reduce poverty and inequality, adapting to and managing climate risks, and taking a systems-based approach to achieve comprehensive nutrition security.
Presented by Iain A Wright, Polly Ericksen, Andrew Mude and Klaus Butterbach-Bahl at the Workshop on Unsettled Futures for Subsistence Pastoralism: Adapting Livestock Systems in the Face of Changing Climate and Land Use, 67th Annual Meeting of the Society for Range Management, USA, 8-13 February 2014
Similar to Optimizing livelihood and environmental benefits from crop residues in smallholder crop-livestock systems in sub-Saharan Africa and South Asia: Southern Africa case study (20)
Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...ILRI
Presentation by Guy Ilboudo, Abel Sènabgè Biguezoton, Cheick Abou Kounta Sidibé, Modou Moustapha Lo, Zoë Campbell and Michel Dione at the 6th Peste des Petits Ruminants Global Research and Expertise Networks (PPR-GREN) annual meeting, Bengaluru, India, 28–30 November 2023.
Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...ILRI
Poster by Guy Ilboudo, Abel Sènabgè Biguezoton, Cheick Abou Kounta Sidibé, Modou Moustapha Lo, Zoë Campbell and Michel Dione presented at the 6th Peste des Petits Ruminants Global Research and Expertise Networks (PPR-GREN) annual meeting, Bengaluru, India, 29 November 2023.
A training, certification and marketing scheme for informal dairy vendors in ...ILRI
Presentation by Silvia Alonso, Jef L. Leroy, Emmanuel Muunda, Moira Donahue Angel, Emily Kilonzi, Giordano Palloni, Gideon Kiarie, Paula Dominguez-Salas and Delia Grace at the Micronutrient Forum 6th Global Conference, The Hague, Netherlands, 16 October 2023.
Milk safety and child nutrition impacts of the MoreMilk training, certificati...ILRI
Poster by Silvia Alonso, Emmanuel Muunda, Moira Donahue Angel, Emily Kilonzi, Giordano Palloni, Gideon Kiarie, Paula Dominguez-Salas, Delia Grace and Jef L. Leroy presented at the Micronutrient Forum 6th Global Conference, The Hague, Netherlands, 16 October 2023.
Preventing the next pandemic: a 12-slide primer on emerging zoonotic diseasesILRI
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help boost feelings of calmness, happiness and focus.
Preventing preventable diseases: a 12-slide primer on foodborne diseaseILRI
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise causes chemical changes in the brain that may help protect against mental illness and improve symptoms for those who already suffer from conditions like anxiety and depression.
Preventing a post-antibiotic era: a 12-slide primer on antimicrobial resistanceILRI
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive functioning. Exercise boosts blood flow, releases endorphins, and promotes changes in the brain which help enhance one's emotional well-being and mental clarity.
Food safety research in low- and middle-income countriesILRI
Presentation by Hung Nguyen-Viet at the first technical meeting to launch the Food Safety Working Group under the One Health Partnership framework, Hanoi, Vietnam, 28 September 2023
The Food Safety Working Group (FSWG) in Vietnam was created in 2015 at the request of the Deputy Prime Minister to address food safety issues in the country. It brings together government agencies, ministries, and development partners to facilitate joint policy dialogue and improve food safety. Over eight years of operations led by different organizations, the FSWG has contributed to various initiatives. However, it faces challenges of diminished government participation over time and dependence on active members. Going forward, it will strengthen its operations by integrating under Vietnam's One Health Partnership framework to better engage stakeholders and achieve policy impacts.
Reservoirs of pathogenic Leptospira species in UgandaILRI
Presentation by Lordrick Alinaitwe, Martin Wainaina, Salome Dürr, Clovice Kankya, Velma Kivali, James Bugeza, Martin Richter, Kristina Roesel, Annie Cook and Anne Mayer-Scholl at the University of Bern Graduate School for Cellular and Biomedical Sciences Symposium, Bern, Switzerland, 29 June 2023.
Assessing meat microbiological safety and associated handling practices in bu...ILRI
Presentation by Patricia Koech, Winnie Ogutu, Linnet Ochieng, Delia Grace, George Gitao, Lily Bebora, Max Korir, Florence Mutua and Arshnee Moodley at the 8th All Africa Conference on Animal Agriculture, Gaborone, Botswana, 26–29 September 2023.
Ecological factors associated with abundance and distribution of mosquito vec...ILRI
Poster by Max Korir, Joel Lutomiah and Bernard Bett presented the 8th All Africa Conference on Animal Agriculture, Gaborone, Botswana, 26–29 September 2023.
Practices and drivers of antibiotic use in Kenyan smallholder dairy farmsILRI
Poster by Lydiah Kisoo, Dishon M. Muloi, Walter Oguta, Daisy Ronoh, Lynn Kirwa, James Akoko, Eric Fèvre, Arshnee Moodley and Lillian Wambua presented at Tropentag 2023, Berlin, Germany, 20–22 September 2023.
AppSec PNW: Android and iOS Application Security with MobSFAjin Abraham
Mobile Security Framework - MobSF is a free and open source automated mobile application security testing environment designed to help security engineers, researchers, developers, and penetration testers to identify security vulnerabilities, malicious behaviours and privacy concerns in mobile applications using static and dynamic analysis. It supports all the popular mobile application binaries and source code formats built for Android and iOS devices. In addition to automated security assessment, it also offers an interactive testing environment to build and execute scenario based test/fuzz cases against the application.
This talk covers:
Using MobSF for static analysis of mobile applications.
Interactive dynamic security assessment of Android and iOS applications.
Solving Mobile app CTF challenges.
Reverse engineering and runtime analysis of Mobile malware.
How to shift left and integrate MobSF/mobsfscan SAST and DAST in your build pipeline.
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAUpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-und-domino-lizenzkostenreduzierung-in-der-welt-von-dlau/
DLAU und die Lizenzen nach dem CCB- und CCX-Modell sind für viele in der HCL-Community seit letztem Jahr ein heißes Thema. Als Notes- oder Domino-Kunde haben Sie vielleicht mit unerwartet hohen Benutzerzahlen und Lizenzgebühren zu kämpfen. Sie fragen sich vielleicht, wie diese neue Art der Lizenzierung funktioniert und welchen Nutzen sie Ihnen bringt. Vor allem wollen Sie sicherlich Ihr Budget einhalten und Kosten sparen, wo immer möglich. Das verstehen wir und wir möchten Ihnen dabei helfen!
Wir erklären Ihnen, wie Sie häufige Konfigurationsprobleme lösen können, die dazu führen können, dass mehr Benutzer gezählt werden als nötig, und wie Sie überflüssige oder ungenutzte Konten identifizieren und entfernen können, um Geld zu sparen. Es gibt auch einige Ansätze, die zu unnötigen Ausgaben führen können, z. B. wenn ein Personendokument anstelle eines Mail-Ins für geteilte Mailboxen verwendet wird. Wir zeigen Ihnen solche Fälle und deren Lösungen. Und natürlich erklären wir Ihnen das neue Lizenzmodell.
Nehmen Sie an diesem Webinar teil, bei dem HCL-Ambassador Marc Thomas und Gastredner Franz Walder Ihnen diese neue Welt näherbringen. Es vermittelt Ihnen die Tools und das Know-how, um den Überblick zu bewahren. Sie werden in der Lage sein, Ihre Kosten durch eine optimierte Domino-Konfiguration zu reduzieren und auch in Zukunft gering zu halten.
Diese Themen werden behandelt
- Reduzierung der Lizenzkosten durch Auffinden und Beheben von Fehlkonfigurationen und überflüssigen Konten
- Wie funktionieren CCB- und CCX-Lizenzen wirklich?
- Verstehen des DLAU-Tools und wie man es am besten nutzt
- Tipps für häufige Problembereiche, wie z. B. Team-Postfächer, Funktions-/Testbenutzer usw.
- Praxisbeispiele und Best Practices zum sofortigen Umsetzen
In the realm of cybersecurity, offensive security practices act as a critical shield. By simulating real-world attacks in a controlled environment, these techniques expose vulnerabilities before malicious actors can exploit them. This proactive approach allows manufacturers to identify and fix weaknesses, significantly enhancing system security.
This presentation delves into the development of a system designed to mimic Galileo's Open Service signal using software-defined radio (SDR) technology. We'll begin with a foundational overview of both Global Navigation Satellite Systems (GNSS) and the intricacies of digital signal processing.
The presentation culminates in a live demonstration. We'll showcase the manipulation of Galileo's Open Service pilot signal, simulating an attack on various software and hardware systems. This practical demonstration serves to highlight the potential consequences of unaddressed vulnerabilities, emphasizing the importance of offensive security practices in safeguarding critical infrastructure.
Generating privacy-protected synthetic data using Secludy and MilvusZilliz
During this demo, the founders of Secludy will demonstrate how their system utilizes Milvus to store and manipulate embeddings for generating privacy-protected synthetic data. Their approach not only maintains the confidentiality of the original data but also enhances the utility and scalability of LLMs under privacy constraints. Attendees, including machine learning engineers, data scientists, and data managers, will witness first-hand how Secludy's integration with Milvus empowers organizations to harness the power of LLMs securely and efficiently.
Programming Foundation Models with DSPy - Meetup SlidesZilliz
Prompting language models is hard, while programming language models is easy. In this talk, I will discuss the state-of-the-art framework DSPy for programming foundation models with its powerful optimizers and runtime constraint system.
Digital Banking in the Cloud: How Citizens Bank Unlocked Their MainframePrecisely
Inconsistent user experience and siloed data, high costs, and changing customer expectations – Citizens Bank was experiencing these challenges while it was attempting to deliver a superior digital banking experience for its clients. Its core banking applications run on the mainframe and Citizens was using legacy utilities to get the critical mainframe data to feed customer-facing channels, like call centers, web, and mobile. Ultimately, this led to higher operating costs (MIPS), delayed response times, and longer time to market.
Ever-changing customer expectations demand more modern digital experiences, and the bank needed to find a solution that could provide real-time data to its customer channels with low latency and operating costs. Join this session to learn how Citizens is leveraging Precisely to replicate mainframe data to its customer channels and deliver on their “modern digital bank” experiences.
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...Alex Pruden
Folding is a recent technique for building efficient recursive SNARKs. Several elegant folding protocols have been proposed, such as Nova, Supernova, Hypernova, Protostar, and others. However, all of them rely on an additively homomorphic commitment scheme based on discrete log, and are therefore not post-quantum secure. In this work we present LatticeFold, the first lattice-based folding protocol based on the Module SIS problem. This folding protocol naturally leads to an efficient recursive lattice-based SNARK and an efficient PCD scheme. LatticeFold supports folding low-degree relations, such as R1CS, as well as high-degree relations, such as CCS. The key challenge is to construct a secure folding protocol that works with the Ajtai commitment scheme. The difficulty, is ensuring that extracted witnesses are low norm through many rounds of folding. We present a novel technique using the sumcheck protocol to ensure that extracted witnesses are always low norm no matter how many rounds of folding are used. Our evaluation of the final proof system suggests that it is as performant as Hypernova, while providing post-quantum security.
Paper Link: https://eprint.iacr.org/2024/257
Dandelion Hashtable: beyond billion requests per second on a commodity serverAntonios Katsarakis
This slide deck presents DLHT, a concurrent in-memory hashtable. Despite efforts to optimize hashtables, that go as far as sacrificing core functionality, state-of-the-art designs still incur multiple memory accesses per request and block request processing in three cases. First, most hashtables block while waiting for data to be retrieved from memory. Second, open-addressing designs, which represent the current state-of-the-art, either cannot free index slots on deletes or must block all requests to do so. Third, index resizes block every request until all objects are copied to the new index. Defying folklore wisdom, DLHT forgoes open-addressing and adopts a fully-featured and memory-aware closed-addressing design based on bounded cache-line-chaining. This design offers lock-free index operations and deletes that free slots instantly, (2) completes most requests with a single memory access, (3) utilizes software prefetching to hide memory latencies, and (4) employs a novel non-blocking and parallel resizing. In a commodity server and a memory-resident workload, DLHT surpasses 1.6B requests per second and provides 3.5x (12x) the throughput of the state-of-the-art closed-addressing (open-addressing) resizable hashtable on Gets (Deletes).
Taking AI to the Next Level in Manufacturing.pdfssuserfac0301
Read Taking AI to the Next Level in Manufacturing to gain insights on AI adoption in the manufacturing industry, such as:
1. How quickly AI is being implemented in manufacturing.
2. Which barriers stand in the way of AI adoption.
3. How data quality and governance form the backbone of AI.
4. Organizational processes and structures that may inhibit effective AI adoption.
6. Ideas and approaches to help build your organization's AI strategy.
Ivanti’s Patch Tuesday breakdown goes beyond patching your applications and brings you the intelligence and guidance needed to prioritize where to focus your attention first. Catch early analysis on our Ivanti blog, then join industry expert Chris Goettl for the Patch Tuesday Webinar Event. There we’ll do a deep dive into each of the bulletins and give guidance on the risks associated with the newly-identified vulnerabilities.
Essentials of Automations: Exploring Attributes & Automation ParametersSafe Software
Building automations in FME Flow can save time, money, and help businesses scale by eliminating data silos and providing data to stakeholders in real-time. One essential component to orchestrating complex automations is the use of attributes & automation parameters (both formerly known as “keys”). In fact, it’s unlikely you’ll ever build an Automation without using these components, but what exactly are they?
Attributes & automation parameters enable the automation author to pass data values from one automation component to the next. During this webinar, our FME Flow Specialists will cover leveraging the three types of these output attributes & parameters in FME Flow: Event, Custom, and Automation. As a bonus, they’ll also be making use of the Split-Merge Block functionality.
You’ll leave this webinar with a better understanding of how to maximize the potential of automations by making use of attributes & automation parameters, with the ultimate goal of setting your enterprise integration workflows up on autopilot.
The Microsoft 365 Migration Tutorial For Beginner.pptxoperationspcvita
This presentation will help you understand the power of Microsoft 365. However, we have mentioned every productivity app included in Office 365. Additionally, we have suggested the migration situation related to Office 365 and how we can help you.
You can also read: https://www.systoolsgroup.com/updates/office-365-tenant-to-tenant-migration-step-by-step-complete-guide/
Conversational agents, or chatbots, are increasingly used to access all sorts of services using natural language. While open-domain chatbots - like ChatGPT - can converse on any topic, task-oriented chatbots - the focus of this paper - are designed for specific tasks, like booking a flight, obtaining customer support, or setting an appointment. Like any other software, task-oriented chatbots need to be properly tested, usually by defining and executing test scenarios (i.e., sequences of user-chatbot interactions). However, there is currently a lack of methods to quantify the completeness and strength of such test scenarios, which can lead to low-quality tests, and hence to buggy chatbots.
To fill this gap, we propose adapting mutation testing (MuT) for task-oriented chatbots. To this end, we introduce a set of mutation operators that emulate faults in chatbot designs, an architecture that enables MuT on chatbots built using heterogeneous technologies, and a practical realisation as an Eclipse plugin. Moreover, we evaluate the applicability, effectiveness and efficiency of our approach on open-source chatbots, with promising results.
Have you ever been confused by the myriad of choices offered by AWS for hosting a website or an API?
Lambda, Elastic Beanstalk, Lightsail, Amplify, S3 (and more!) can each host websites + APIs. But which one should we choose?
Which one is cheapest? Which one is fastest? Which one will scale to meet our needs?
Join me in this session as we dive into each AWS hosting service to determine which one is best for your scenario and explain why!
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/how-axelera-ai-uses-digital-compute-in-memory-to-deliver-fast-and-energy-efficient-computer-vision-a-presentation-from-axelera-ai/
Bram Verhoef, Head of Machine Learning at Axelera AI, presents the “How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-efficient Computer Vision” tutorial at the May 2024 Embedded Vision Summit.
As artificial intelligence inference transitions from cloud environments to edge locations, computer vision applications achieve heightened responsiveness, reliability and privacy. This migration, however, introduces the challenge of operating within the stringent confines of resource constraints typical at the edge, including small form factors, low energy budgets and diminished memory and computational capacities. Axelera AI addresses these challenges through an innovative approach of performing digital computations within memory itself. This technique facilitates the realization of high-performance, energy-efficient and cost-effective computer vision capabilities at the thin and thick edge, extending the frontier of what is achievable with current technologies.
In this presentation, Verhoef unveils his company’s pioneering chip technology and demonstrates its capacity to deliver exceptional frames-per-second performance across a range of standard computer vision networks typical of applications in security, surveillance and the industrial sector. This shows that advanced computer vision can be accessible and efficient, even at the very edge of our technological ecosystem.
Optimizing livelihood and environmental benefits from crop residues in smallholder crop-livestock systems in sub-Saharan Africa and South Asia: Southern Africa case study
1. Optimizing livelihood and environmental benefits from crop residues in smallholder crop-livestock systems in sub-Saharan Africa and South Asia: Southern Africa case study Sabine Homann-Kee Tui and Andre van Rooyen SLP Crop Residues Project Review and Planning Meeting, Addis Ababa, Ethiopia, 9-10 December 2010.
2. Drivers and trends of agriculture in southern Africa Source: Adopted from Capacity Development Initiative in Modernizing Food Systems—Michigan State, Makerere, Stellenbosch and Pretoria Universities, 2010) Strong urbanization and income growth Growing food markets and changes in composition (more meat, dairy, fresh and processed food) 5-6 times the marketed food between 2010 and 2050
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5. Trends in crop production Sluggish growth of maize area harvested, while all other crops are stagnant Source: FAO Stat
7. Sluggish growth in maize yields in Malawi, while all other crops are stagnant Source: FAO Stat
8. Sluggish growth in maize yields in middle and low income countries, against drastic increases in higher income countries Maize production from surplus (123% self sufficiency in 1970s) to deficit (97%) in 2000-04 (Minot, 2007) Source: Olubode-Awosola, et al., 2008
9. Trends in livestock production Stagnant cattle populations Declining number of cattle per capita The number of goats has doubled since the 1980s
10. Source: Ncube et al., 2009 Reasons for limited grain legumes in Zimbabwe
11. Crop livestock systems in the project countries: Low Low High Mozambique Malawi Zimbabwe Crop production Livestock production Where are countries now? What criteria define that? Where will they be in 10 years? How can we facilitate the change?
12. Context that influences crop residue utilization Mozambique Zimbabwe Malawi Economic growth Population in agriculture (%, 2005) Agriculture in GDP (%, 2000-06) Annual agric. GDP growth (% 2006-07) Agric. expenditure (% nat. budget, 2006) Livestock / agric.GDP (%, 2002) Food aid ('000t grain equ. 2003-05) 75.4 23.2 7.0 3.9 14.8 171.5 59.7 14.1 -5.4 N/A (6.2 2004) 34.0 238.8 75.0 33.6 7.4 13.2 9.9 116.5 Socio economics Human population density (pers km -2 ) Dual agricultural sectors HIV/AIDS (% adults, 2002) 23.6 Existing, small scale farmers and estates 12.2 33.2 Broke recently, new chances for small scale farmers 24.6. 126.0 Existing, small scale farmers and estates 14.2 Policy Focus of agricultural policies Land tenure Crops; frequent changes poorly implemented Customary and title deeds Crops; poorly adjusted to small scale farmers Recent fast track land reform Crops; subsidized inputs, irrigation Customary and title deeds
13. Mozambique Zimbabwe Malawi Farming systems Crop livestock integration Market integration Low Low Emerging Adjusting High Limited Crops Area harvested to cereals (‘000 000 ha, 2005) Fertilizer consumption (kg ha -1, 2010) Fertilizer cons. growth rate (%, 2002-05) 2.0 5 -35.5 1.7 >50 -5.8 1.5 39 23.7 Livestock Livestock populations (Mio heads, 2002) Stocking densities (LU/ agric. land km 2 , 2002) Net meat exports as % of production (2002) Net meat imports as % of consumption (2002) 1.3 cattle 0.5 shoats 2 0.0 9.2 5.7 cattle 3.6 shoats 17 10.8 0.0 0.8 cattle 1.8 shoats 18 0.0 2.2
14. Site characteristics and crop residue management Changara in Tete, Mozambique District Area size (km -2 ) Human population (n) Average annual rain (mm) 8,660 159,000 644 Socio-economic HH headship (% female) Literacy of hhh (%) Remittances Distance to cities Main economic activity < 15 > 75 Few, cross border trade 96 (Tete), 1300 (Maputo) Livestock and forestry Crop production Cropland (ha hh -1 ) Crops Cropland expansion Manure management Use of external inputs Mechanization Irrigation 4 Maize, sorghum, millet, groundnuts Shifting cultivation Limited Limited No No
15.
16. Nkayi in Matabeleland North, Zimbabwe 1990 2000 2009 Source: Chirima et al., 2010 Forested land Cultivated land Deforested land Water body District Area size (km -2 ) Human population (n) Average annual rain (mm) 2,055 111,118 625 Socio-economic HH headship (% female) Literacy of hhh (%) Remittances Distance to cities (km) Main economic activity < 40 > 85 Labor migration (towns, RSA) 120 (Bulawayo) Crop and livestock production Crop production Cropland (ha hh -1 ) Crops Cropland expansion Manure management Use of external inputs Mechanization Irrigation 3 Maize, sorghum, millet, groundnuts 13 % total area, 1990-2009 60% hh 40%hh fertilizer, 30%hh improved seeds 0 10% hh
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18. Mzimba Northern province, Malawi District Area size (km -2 ) Human population (n) Average annual rain (mm) 10,382 724,873 800 Socio-economic HH headship (% female) Literacy of hhh (%) Remittances Distance to cities (km) Main economic activity < 20 > 85 Labor migration (RSA) 250 (Lilongwe) Crop production Crop production Cropland (ha hh -1 ) Crops for subsistence Cropland expansion Manure management Use of external inputs Mechanization Irrigation 0.5-1 Maize, sorghum, groundnuts, pigeon peas, soybeans No Few Majority (fertilizer, seeds) No Few; recently enhanced (maize)
23. Thank you! Acknowledgements Felisberto Maute, IIAM Mozambique Shadreck Ncube, Matopos Research Zimbabwe Daniel Nkombini, Matopos Research Zimbabwe Andre van Rooyen, ICRISAT Zimbabwe Bright Mc Donald, ICRISAT Zimbabwe Isaac Minde, ICRISAT Zimbabwe Timothy Gondwe, Bunda College Malawi