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Crowdsourced data feeds fall armyworm surveillance in Bangladesh

Following the spread of fall armyworm, crowdsourced data is powering a web-based application to help farmers in Bangladesh stay ahead of the crop pest.

The Fall Armyworm Monitor collects population, incidence and severity data, and guides pest management decisions. The web tool relies on information gathered by farmers using smartphones in their fields.

It was developed by the International Maize and Wheat Improvement Center (CIMMYT) in cooperation with Bangladesh’s Department of Agricultural Extension, through the Fighting Back Against Fall Armyworm project, supported by USAID and Michigan State University.

When a foreign caterpillar first munched through Muhammad Hasan Ali’s maize field during the winter 2018-2019 season, he was stumped as to what it was or how to manage it. All he knew was his harvest and the investment he made in growing his crop was at risk.

“I’d never seen this type of insect in previous seasons, but I soon learned from government extension workers it was the fall armyworm,” explained Hasan Ali, a farmer from rural Chuadanga, in western Bangladesh. When poorly managed, fall armyworm can significantly reduce maize productivity.

Hasan Ali asked to join a training program, where he learned how to identify, monitor and control the spread of the invasive and voracious crop pest. The training, mainly tailored to extension staff, was facilitated by CIMMYT and Bangladesh’s Department of Agricultural Extension.

Participants of the Fighting Back Against Fall Armyworm trainings learning to collect field data through the Fall Armyworm Monitor web app in a farmer's field in Chauadanga, Bangladesh. (Photo: Uttam Kumar/CIMMYT)
Participants of the Fighting Back Against Fall Armyworm trainings learning to collect field data through the Fall Armyworm Monitor web app in a farmer’s field in Chauadanga, Bangladesh. (Photo: Uttam Kumar/CIMMYT)
Participants of the Fighting Back Against Fall Armyworm trainings learning to collect field data through the Fall Armyworm Monitor web app in a farmer's field in Chauadanga, Bangladesh. (Photo: Uttam Kumar/CIMMYT)
Participants of the Fighting Back Against Fall Armyworm trainings learning to collect field data through the Fall Armyworm Monitor web app in a farmer’s field in Chauadanga, Bangladesh. (Photo: Uttam Kumar/CIMMYT)
Participants and instructors of the Fighting Back Against Fall Armyworm trainings participate in a field session to work with the Fall Armyworm Monitor web app in Chauadanga, Bangladesh. (Photo: Uttam Kumar/CIMMYT)
Participants and instructors of the Fighting Back Against Fall Armyworm trainings participate in a field session to work with the Fall Armyworm Monitor web app in Chauadanga, Bangladesh. (Photo: Uttam Kumar/CIMMYT)

Equipped to fight the pest

Extension staff and farmers gained valuable insights into different methods of control, including management of small and large patches of insect attack.

“I learned to identify fall armyworms in my field — and how to use hand picking methods and appropriate application of insecticide for control,” said Hasan Ali.

Farmers also learned how to set up pheromone traps to monitor pest populations and to use smartphones to make data-driven integrated pest management decisions using a cloud-based monitoring platform.

Crowdsourced information on the movement of fall armyworm is essential for effectively monitoring its spread and is a pivotal step in its management, said CIMMYT Senior Scientist and Systems Agronomist Timothy Krupnik.

“Farmers in top maize growing regions are working with extension officers to monitor traps and report findings weekly by entering data into smartphones,” Krupnik said.

Pheromones are natural compounds emitted by female moths to attract males for mating. Synthetic compounds that mimic natural fall armyworm pheromones are placed in traps to lure and capture male moths, after which extension agents count moths, enter, and upload data in their districts. At the time of writing, 649 staff from the Department of Agricultural Extension are reporting weekly moth count and pest damage data.

“Pest management practices are best when they are data-driven,” Krupnik explained. “Having information on the geographical location, plant growth stage and severity of infestation provides an informed base from which appropriate decisions can be made, with the ultimate goal of reducing pesticide misuse.”

“We are also excited as the data are open-access, and we are working to share them with FAO and other partners crucial in fall armyworm response,” he added.

The Fall Armyworm Monitor gives moth count and other data at the division, district and upazilla levels. (Photo: CIMMYT)
The Fall Armyworm Monitor gives moth count and other data at the division, district and upazilla levels. (Photo: CIMMYT)

Data for better decisions

“The website hosts real-time data and depicts them graphically and in maps depending on user’s preferences. This information — which was core to the training extension agents participated in — is key for integrated pest management strategies,” explained Mutasim Billah, CIMMYT Data Specialist and the lead developer of the application.

“The department of extension services have employed 253 officers to visit fields with handheld smart devices in 25 districts to upload data,” said Billah. “The online tool stores data entries in its server and calculates the aggregated value for division, district and sub-district level on a weekly basis, and shows the estimated values through charts and in tabular format.”

The Fall Armyworm Monitor has become an essential tool for government officials to aid farmers in managing the pest which so far has been successful, said Bijoy Krishna Halder, additional Deputy Director of Plant Protection with the Bangladesh government.

“CIMMYT’s web portal is a very efficient way to collect data from the field. Anyone can access the page to see the overall condition of infestation across the country,”said Krishna Halder. “I check the portal every week about the fall armyworm condition and now it shows that the infestation is low with the overall field conditions good.”

The pest native to the Americas has become a global menace as it has spread attacking crops through Africa, and Asia, threatening the food and economic security of smallholder farmers.

Visit the Bangladesh Fall Armyworm Monitor.

The Fall Armyworm Monitor was created as part of the new Fighting Back Against Fall Armyworm in Bangladesh project is aligned with Michigan State University’s Borlaug Higher Education for Agricultural Research and Development (BHEARD) program, which supports the long-term training of agricultural researchers in USAID’s Feed the Future priority countries.

Equal and climate-smart

Sixteen years of consistent learning and practice of climate-smart agriculture, led by the International Maize and Wheat Improvement Center (CIMMYT), are paying off for Luganu Mwangonde. Together with her husband Kenson, she has established herself as a successful smallholder farmer in Malawi’s Balaka district. She enjoys the multiple benefits of high yields from diverse crops, surplus to sell at the markets and improved soil quality.

“I started practicing the farming that does not demand too much labor back in 2004,” she explains at her 2.5-acre farm. “Over the years the process has become easier, because I have a full understanding of the benefits of techniques introduced through the project.”

In Malawi’s family farms, women often carry the burden of land preparation and weeding  in the fields while juggling household responsibilities, contributing to widen gender differences already prevalent in the community.

Mwangonde observes that learning climate-smart techniques — such as minimum tillage, mulching and planting on flat land surfaces — has given her an advantage over other farmers practicing conventional agriculture.

Better off

At the beginning, like other farmers in the area, Mwangonde thought conservation agriculture and climate-smart techniques required a lot of work, or even hiring extra labor. As she tried this new approach, however, weed pressure in her plot decreased gradually, with the help of mulching and other techniques, and the labor required to maintain the fields reduced significantly. This allowed her to have extra time to add value to her products and sell them on the markets — and to rest.

The best gain for her is knowing that her family always has enough to eat. “I have enough grain to last until the next harvest,” she says. “My husband and I can provide for our seven children and four grandchildren.” During the 2018/19 season, Mwangonde’s family harvested six bags of maize, two bags of pigeon pea and four bags of groundnuts. The surplus from the harvest is reserved for later, when prices are more competitive.

“I am an equal partner in the farming activities. That means I can make decisions about how we work on our plot, distribute crops and apply everything that I have learnt about conservation agriculture,” Mwangonde explains. She has participated in CIMMYT activities where she could share her experiences on climate-smart agriculture with other women. As a lead farmer, she notes, she can confidently inspire the next generation of smallholders because of the empowering knowledge she has acquired.

Out of the 3,538 smallholder farmers from Balaka, Machinga and Zomba districts, up to 2,218 are women smallholder farmers who have successfully adopted climate-smart technologies.

Mwangonde is one of the beneficiaries of the Africa Research in Sustainable Intensification for the Next Generation (Africa RISING) project. She also benefitted from the support of the German Development Agency (GIZ), the International Fund for Agricultural Development (IFAD), Total Land Care (TLC) and the United States Agency for International Development (USAID).

Explore our coverage of International Women’s Day 2020.
Explore our coverage of International Women’s Day 2020.

New project strengthens capacity to fight fall armyworm in Bangladesh

Hundreds of agricultural professionals in Bangladesh were trained in the latest fall armyworm management strategies as part of a new project that will strengthen efforts against this threat to farmers’ income, food security, and health. The new project, Fighting Back Against Fall Armyworm, is supported by USAID and the University of Michigan.

As part of the project, last November over 450 representatives from government, nonprofits and the private sector participated in three-day training to learn how to identify, monitor and apply integrated pest management approaches.

Fall armyworm presents an important threat to farmers’ income, food security and livelihoods as it continues to spread across the country, in addition to health risks if toxic insecticides are indiscriminately used, said Tim Krupnik, senior scientist and agronomist at the International Maize and Wheat Improvement Center (CIMMYT). It is anticipated the course participants will pass on knowledge about the pest and appropriate control practices to around 30,000 farmers in their respective localities.

“Participants were selected for their ability to reliably extend the strategies that can be sustainably implemented by maize farmers across the country,” explained Krupnik. “The immersive training saw participants on their hands and knees learning how to scout, monitor and collect data on fall armyworm,” he said. “They were also trained in alternatives to toxic chemical pesticides, and how and when to make decisions on biological control with parasitoids, bio-pesticides, and low-toxicity chemical pesticide use.”

Following its ferocious spread across Africa from the Americas, fall armyworm first attacked farms in Bangladesh during the winter 2018-2019 season. Combined with highly apparent damage to leaves, its resilience to most chemical control methods has panicked farmers and led researchers to promote integrated pest management strategies.

In this context, the 22-month Fighting Back Against Fall Armyworm project will build the capacity of the public and private sector for effective fall armyworm mitigation.

The hungry caterpillar feeds on more than 80 plant species, but its preferred host is maize — a crop whose acreage is expanding faster than any other cereal in Bangladesh. The pest presents a peculiar challenge as it can disperse over 200 kilometers during its adult stage, laying thousands of eggs along its way.

Once settled on a plant, larvae burrow inside maize whorls or hide under leaves, where they are partially protected from pesticides. In a bid to limit fall armyworm damage, farmers’ indiscriminate application of highly toxic and inappropriate insecticides can encourage the pest to develop resistance, while also presenting important risks to beneficial insects, farmers, and the environment.

Reaching every corner of the country

Participants of the Fighting Back against Fall Armyworm trainings visit farmers’ fields in Chauadanga, Bangladesh. (Photo: Tim Krupnik/CIMMYT)
Participants of the Fighting Back against Fall Armyworm trainings visit farmers’ fields in Chauadanga, Bangladesh. (Photo: Tim Krupnik/CIMMYT)

As part of the project, CIMMYT researchers supported Bangladesh’s national Fall Armyworm Task Force to develop an online resource to map the spread of fall armyworm. Scientists are working with the Ministry of Agriculture to digitally collect real-time incidents of its spread to build evidence and gain further insight into the pest.

“Working with farmers and agricultural agencies to collect information on pest population and incidence will assist agricultural development planners, extension agents, and farmers to make informed management decisions,” said Krupnik, who is leading the project.

A key objective is to support national partners to develop educational strategies to facilitate sustainable pest control while also addressing institutional issues needed for efficient response.

“In particular, the Government of Bangladesh has been extremely responsive about the fall armyworm infestation and outbreak. It developed and distributed two fact sheets — the first of which was done before fall armyworm arrived — in addition to arranging workshops throughout the country. Initiatives have been taken for quick registration of microbial pesticides and seed treatments,” commented Syed Nurul Alam, Entomologist and Senior Consultant with CIMMYT.

“It is imperative that governmental extension agents are educated on sustainable ways to control the pest. In general, it is important to advise against the indiscriminate use of pesticides without first implementing alternative control measures, as this pest can build a resistance rendering many chemicals poorly effective,” Krupnik pointed out.

To this end, the project also consciously engages members of the private sector — including pesticide and seed companies as well as agricultural dealers — to ensure they are able to best advise farmers on the nature of the pest and suggest sustainable and long-term solutions. To date, the project has advised over 755 agricultural dealers operating in impacted areas of Bangladesh, with another 1,000 being trained in January 2020.

Project researchers are also working alongside the private sector to trial seed treatment and biologically-based methods of pest control. Biocontrol sees researchers identify, release, and manage natural predators and parasitoids to the fall armyworm, while targeted and biologically-based pesticides are significantly less of a health risk for farmers, while also being effective.

The 22-month project, funded by USAID, has 6 key objectives:

  • Develop educational materials to aid in reaching audiences with information to improve understanding and management of fall armyworm.
  • Assist the Department of Agricultural Extension in deploying awareness raising and training campaigns.
  • Prepare the private sector for appropriate fall armyworm response.
  • Standing task force supported.
  • Generate data and evidence to guide integrated fall armyworm management.

The Fighting Back Against Fall Armyworm in Bangladesh project is aligned with Michigan State University’s Borlaug Higher Education for Agricultural Research and Development (BHEARD) program, which supports the long-term training of agricultural researchers in USAID’s Feed the Future priority countries.

To achieve synergies and scale, the project will also be supported in part by in-kind staff time and activities, through linkages to the third phase of the USAID-supported Cereal Systems Initiative for South Asia (CSISA), led by the International Maize and Wheat Improvement Centre (CIMMYT). CSISA and CIMMYT staff work very closely with Bangladesh’s Department of Agricultural Extension and the Bangladesh Maize and Wheat Research Institute (BWMRI) in addition to other partners under the Ministry of Agriculture.

Study calls for better understanding of fertilizer prices faced by African smallholder farmers

A farm worker applies fertilizer in a field of Staha maize for seed production at Suba Agro's Mbezi farm in Tanzania. (Photo: Peter Lowe/CIMMYT)
A farm worker applies fertilizer in a field of Staha maize for seed production at Suba Agro’s Mbezi farm in Tanzania. (Photo: Peter Lowe/CIMMYT)

Crop yields in sub-Saharan Africa are generally low. This is in large part because of low fertilizer use. A recent study of six countries in sub-Saharan Africa showed that just 35% of farmers applied fertilizer. Some possible reasons for this could be that farmers may be unaware of the efficacy of fertilizer use; or have degraded soils that do not respond to fertilizer; they may not have the cash to purchase it; or because unpredictable rainfall makes such investments risky. It may also be because local fertilizer prices make their use insufficiently profitable for many farmers.

To better understand the potential fertilizer demand in a particular location, it is important to know how crops respond to fertilizer under local conditions, but it is critical to understand crop responses in terms of economic returns. This requires information about local market prices of fertilizers and other inputs, as well as the prices that a farmer could receive from selling the crop.

While national-level fertilizer prices may be available, it is necessary to consider the extent to which prices vary within countries, reflecting transportation costs and other factors. In the absence of such data, analysis of household-level behaviors requires assumptions about the prices smallholder farmers face — assumptions which may not be valid. For example, evaluations of the returns to production technologies settings have often assumed spatially invariant input and output prices or, in other words, that all farmers in a country face the same set of prices. This is at odds with what we know about economic remoteness and the highly variable market access conditions under which African smallholders operate.

An obstacle to using empirical data on sub-national disparities in fertilizer prices is the scarcity of such data. A new study focused on the spatial discrepancies in fertilizer prices. The study compiled local market urea price in eighteen countries in sub-Saharan Africa for the period between 2010-2018 and used spatial interpolation models — using points with known values to approximate values at other unknown points — to predict local prices at locations for which no empirical data was available. It was conducted by scientists at University of California, Davis, the International Maize and Wheat Improvement Center (CIMMYT) and the International Food Policy Research Institute (IFPRI). The authors note that this is the first major attempt to systematically describe the spatial variability of fertilizer prices within the target countries and test the ability to estimate the price at unsampled locations.

Predicted relative urea price (local price divided by the observed median national price) for areas with crop land in eight East African countries.
Predicted relative urea price (local price divided by the observed median national price) for areas with crop land in eight East African countries.

“Our study uncovers considerable spatial variation in fertilizer prices within African countries and gives a much more accurate representation of the economic realities faced by African smallholders than the picture suggested by using national average prices,” said Camila Bonilla Cedrez, PhD Candidate at University of California, Davis. “We show that in many countries, this variation can be predicted for unsampled locations by fitting models of prices as a function of longitude, latitude, and additional predictor variables that capture aspects of market access, demand, and environmental conditions.”

Urea prices were generally found to be more expensive in remote areas or away from large urban centers, ports of entry or blending facilities. There were some exceptions, though. In Benin, Ghana and Nigeria, prices went down when moving away from the coast, with the possible explanation being market prices in areas with higher demand are lower. In other locations, imports of fertilizer from neighboring countries with lower prices may be affecting prices in another country or region, much like political influence. Politically, well-connected villages can receive more input subsidies compared to the less connected ones.

“The performance of our price estimation methods and the simplicity of our approach suggest that large scale price mapping for rural areas is a cost-effective way to provide more useful price information for guiding policy, targeting interventions, and for enabling more realistic applied microeconomic research. For example, local price estimates could be incorporated into household-survey-based analysis of fertilizer adoption,” explained Jordan Chamberlin, CIMMYT spatial economist. “In addition, such predictive ‘price maps’ can be incorporated into targeting and planning frameworks for agricultural investments. For example, to target technology promotion efforts to the areas where those technologies are most likely to be profitable.”

Predicted relative urea price (local price divided by the observed median national price) for areas with crop land in nine West African countries.
Predicted relative urea price (local price divided by the observed median national price) for areas with crop land in nine West African countries.

“The evidence we have compiled in this paper suggests that, while investments in more comprehensive and spatially representative price data collection would be very useful, we may utilize spatial price prediction models to extend the value of existing data to better reflect local price variation through interpolation,” explained Robert J. Hijmans, professor at University of California, Davis. “Even if imperfect, such estimates almost certainly better reflect farmers’ economic realities than assumptions of spatially constant prices within a given country. We propose that spatial price estimation methods such as the ones we employ here serve for better approximating heterogeneous economic market landscapes.”

This study has illustrated new ways for incorporating spatial variation in prices into efforts to understand the profitability of agricultural technologies across rural areas in sub-Saharan Africa.  The authors suggest that an important avenue for future empirical work would be to evaluate the extent to which the subnational price variation documented is a useful explanatory factor for observed variation in smallholder fertilizer use in sub-Saharan Africa, after controlling for local agronomic responses and output prices. One way to do that may be to integrate input and output price predictions into spatial crop models, and then evaluate the degree to which modeled fertilizer use profitability predicts observed fertilizer use rates across different locations.

Read the full study:
Spatial variation in fertilizer prices in Sub-Saharan Africa

Seed systems in Nepal are going digital

In Nepal, it takes at least a year to collate the demand and supply of a required type and quantity of seed. A new digital seed information system is likely to change that, as it will enable all value chain actors to access information on seed demand and supply in real time. The information system is currently under development, as part of the Nepal Seed and Fertilizer (NSAF) project, funded by the United States Agency for International Development (USAID) and led by the International Maize and Wheat Improvement Center (CIMMYT).

In this system, a national database allows easy access to an online seed catalogue where characteristics and sources of all registered varieties are available. A balance sheet simultaneously gathers and shares real time information on seed demand and supply by all the stakeholders. The digital platform also helps to plan and monitor seed production and distribution over a period of time.

Screenshot of the DESIS portal, still under development.
Screenshot of the DESIS portal, still under development.

Challenges to seed access 

Over 2,500 seed entrepreneurs engaged in production, processing and marketing of seeds in Nepal rely on public research centers to get early generation seeds of various crops, especially cereals, for subsequent seed multiplication.

“The existing seed information system is cumbersome and the process of collecting information takes a minimum of one year before a seed company knows where to get the required amount and type of seed for multiplication,” said Laxmi Kant Dhakal, Chairperson of the Seed Entrepreneurs Association of Nepal (SEAN) and owner of a seed company in the far west of the country. Similarly, more than 700 rural municipalities and local units in Nepal require seeds to multiply under farmers cooperatives in their area.

One of the critical challenges farmers encounter around the world is timely access to quality seeds, due to unavailability of improved varieties, lack of information about them, and weak planning and supply management. Asmita Shrestha, a farmer in Surkhet district, has been involved in maize farming for the last 20 years. She is unaware of the availability of different types of maize that can be productive in the mid-hill region and therefore loses the opportunity to sow improved maize seeds and produce better harvests.

In Sindhupalchowk district, seed producer Ambika Thapa works in a cooperative and produces hybrid tomato seeds. Her problem is getting access to the right market that can provide a good profit for her efforts. A kilogram of hybrid tomato seed can fetch up to $2,000 in a retail and upscale market. However, she is not getting a quarter of this price due to lack of market information and linkages with buyers. This is the story of many Nepali female farmers, who account for over 60% of the rural farming community, where lack of improved technologies and access to profitable markets challenge farm productivity.

At present, the Seed Quality Control Center (SQCC), Nepal Agriculture Research Council (NARC), the Centre for Crop Development and Agro Bio-diversity Conservation (CCDABC) and the Vegetable Development Directorate (VDD) are using paper-based data collection systems to record and plan seed production every year. Aggregating seed demand and supply data and generating reports takes at least two to three months. Furthermore, individual provinces need to convene meetings to collect and estimate province-level seed demand that must come from rural municipalities and local bodies.

A digital technology solution 

CIMMYT and its partners are leveraging digital technologies to create an integrated Digitally Enabled Seed Information System (DESIS) that is efficient, dynamic and scalable. This initiative was the result of collaboration between U.S. Global Development Lab and USAID under the Digital Development for Feed the Future (D2FTF) initiative, which aimed to demonstrate that digital tools and approaches can accelerate progress towards food security and nutrition goals.

FHI 360 talked to relevant stakeholders in Nepal to assess their needs, as part of the Mobile Solutions Technical Assistance and Research (mSTAR) project, funded by USAID. Based on this work, CIMMYT and its partners identified a local IT expert and launched the development of DESIS.

The Digitally Enabled Seed Information System (DESIS) will help to create market and research linkages for Nepal's seed system.
The Digitally Enabled Seed Information System (DESIS) will help to create market and research linkages for Nepal’s seed system.

DESIS will provide an automated version of the seed balance sheet. Using unique logins, agencies will be able to place their requests and seed producers to post their seed supplies. The platform will help to aggregate and manage breeder, foundation and source seed, as well as certified and labelled seed. The system will also include an offline seed catalogue where users can view seed characteristics, compare seeds and select released and registered varieties available in Nepal. Users can also generate seed quality reports on batches of seeds.

“As the main host of this system, the platform is well designed and perfectly applicable to the needs of SQCC,” said Madan Thapa, Chief of SQCC, during the initial user tests held at his office. Thapa also expressed the potential of the platform to adapt to future needs.

The system will also link farmers to seed suppliers and buyers, to build a better internal Nepalese seed market. The larger goal of DESIS is to help farmers grow better yields and improve livelihoods, while contributing to food security nationwide.

DESIS is planned to roll out in Nepal in early 2020. Primary users will be seed companies, agricultural research centers, the Ministry of Agriculture and Livestock Development, agrovets, cooperatives, farmers, development partners, universities, researchers, policy makers, and international institutions. The system is based on an open source software and will be available on a mobile website and Android app.

“It is highly secure, user friendly and easy to update,” said Warren Dally, an IT consultant who currently oversees the technical details of the software and the implementation process.

Farmers in Nepal show their most popular digital tool, a mobile phone, during a training. (Photo: Bandana Pradhan/CIMMYT)
Farmers in Nepal show their most popular digital tool, a mobile phone, during a training. (Photo: Bandana Pradhan/CIMMYT)

As part of the NSAF project, CIMMYT is also working to roll out digital seed inspection and a QR code-based quality certification system. The higher vision of the system is to create a seed data warehouse that integrates the seed information portal and the seed market information system.

Digital solutions are critical to link the agricultural market with vital information so farmers can make decisions for better production and harvest. It will not be long before farmers like Asmita and Ambika can easily access information using their mobile phones on the type of variety suitable to grow in their region and the best market to sell their products.

A major step toward seed self-sufficiency

Lumbini Seeds staff sorts cobs of hybrid seed. (Photo: Lumbini Seeds)
Lumbini Seeds staff sorts cobs of hybrid seed. (Photo: Lumbini Seeds)

In an historical first, during the 2018-19 season Nepal’s National Maize Research Program (NMRP) coordinated the production of 4 tons of seed of a leading maize hybrid, as part of national efforts to boost maize production and meet rising demand for the crop.

NMRP oversaw production of Rampur Hybrid-10 seed, in collaboration with the Heat Tolerant Maize for Asia (HTMA) project funded by the USAID Feed the Future Initiative and led by the International Maize and Wheat Improvement Center (CIMMYT), the Nepal Seed and Fertilizer (NSAF) project, and local seed companies and farmer cooperatives.

“Producing hybrid maize seed and getting quality seed to farmers at a reasonable price involves multiple stakeholders,” said P.H. Zaidi, CIMMYT maize physiologist and HTMA leader. “NMRP is pursuing a public-private partnership model to have key value chain components in place for this. The success this year may encourage other companies to switch from producing seed of open-pollinated maize varieties to that of hybrids, which are higher yielding.”

Lumbini Seed Company alone harvested 2.5 tons of hybrid seed from one hectare of land, helping to debunk the common myth that production of maize hybrid seed was impossible in Nepal, according to Zaidi.

“Lumbini did good groundwork to identify a suitable season and site for seed production, helping them to achieve a good hybrid seed harvest in their first-ever attempt,” said Zaidi. “The NMRP and other seed companies contributed valuable knowledge and advice to improve and scale up hybrid maize seed production.”

Maize is a critical food, feed and fodder crop in Nepal, providing nearly 20% of people’s food energy and accounting for around 33% of all cereal production in the high hills regions, 39% in the mid-hills region, and 9% in the Terai. Over two-thirds of hill-region maize is eaten directly as food on farm homesteads, whereas 80% of maize in the Terai and neighboring regions is used as feed.

Demand for feed maize is skyrocketing, as consumers switch from starch-based foods to animal protein and dairy products. Current national maize production satisfies less than a third of feed industry demand, requiring maize grain imports that reached 4.8 million tons in 2017-18.

Against this backdrop, many smallholder farmers still grow local or open-pollinated maize varieties, which are usually low yielding.

Scientists from CIMMYT and Nepal’s National Maize Research Program (NMRP) talk to Lumbini Seeds staff at their hybrid seed production plot in Bairawah, Nepal. (Photo: Lumbini Seeds)
Scientists from CIMMYT and Nepal’s National Maize Research Program (NMRP) talk to Lumbini Seeds staff at their hybrid seed production plot in Bairawah, Nepal. (Photo: Lumbini Seeds)

Based in Rampur, Chitwan, and established in 1972, the NMRP has developed and released 29 open-pollinated and 5 hybrid maize varieties, including Rampur Hybrid-10, with technical support from CIMMYT. Multinational companies have registered 54 other maize hybrids for marketing in Nepal. To date, nearly all hybrid seed is imported.

Other partners in efforts to produce hybrid seed in Nepal include the farmer cooperatives Namuna Sahakari and Jhapa, as well as the companies SEAN Seed in Kathmandu and Unique Seed Company in Dhangadi. NMRP is also developing and registering new high-yielding hybrids. Some nucleus and breeders seed is being produced by the Agricultural Research Station (ARS) and Regional Agricultural Research Station (RARS) of the Nepal Agricultural Research Council (NARC).

The NMRP and participating seed companies expect to meet half of Nepal’s hybrid maize seed requirements through such domestic seed production within five years, with the objective to achieve complete seed self-sufficiency later on.

Stress-resilient maize, a big relief for Indian farmers

District agricultural officers listen to feedback from a maize farmer who grows MHM4070 in drought conditions. (Photo: UAS-R)
District agricultural officers listen to feedback from a maize farmer who grows MHM4070 in drought conditions. (Photo: UAS-R)

Small-scale maize farmers beset by erratic rainfall in the state of Karnataka, India, who adopted a new, drought- and heat-tolerant maize hybrid are harvesting nearly 1 ton more of grain per hectare than neighboring farmers who sow other maize varieties.

The climate-resilient hybrid RCRMH2 was developed in 2015 by the University of Agriculture Sciences, Raichur (UAS-R), Karnataka, as part of the Heat Tolerant Maize for Asia (HTMA) project. It was marketed in 2018 under the commercial name MRM4070 by Maharashtra Hybrid Seeds Company (Mahyco) in hot and dry areas of Karnataka, where crops are watered exclusively by rainfall.

“This hybrid is made for our stress-prone areas, as it gives guaranteed yields in a bad year and is inferior to none under good rainfall conditions,” said Hanumanthappa, a farmer and adopter of the variety in Gadag District. “In bad years, it can not only feed my family but also my cattle,” he added, referring to the hybrid’s “stay-green” trait, which allows use of the leaves and stems as green fodder for livestock, after harvesting the cobs.

A pack of MHM4070 seed marketed by Mahyco.
A pack of MRM4070 seed marketed by Mahyco.

Droughts and high temperatures are a recurring problem in Karnataka, but suitable maize varieties to protect yields and income loss in the state’s risk-prone agroecologies had been lacking.

Mahyco marketed some 60 tons of hybrid seed of MRM4070 in Karnataka in 2018 and, encouraged by the overwhelming response from farmers, increased the seed offering to 140 tons — enough to sow about 7,000 hectares.

A 2018-19 farmer survey in the contrasting Gadag District — with poor rainfall — and Dharwad District — good rainfall — found that farmers in Gadag who grew MRM4070 harvested 0.96 tons more grain and earned $190 additional income per hectare than neighbors who did not adopt the hybrid. In Dharwad under optimal rainfall, MRM4070 performed on a par with other commercial hybrids.

In addition to providing superior yields under stress, MRM4070 had larger kernels than other hybrids under drought conditions, bringing a better price for farmers who sell their grain.     

Agriculture officers and scientists from the University of Agricultural Sciences observe the performance of MHM4070 in drought-stressed field in Gadag district of Karnataka, India. (Photo: UAS-R)
Agriculture officers and scientists from the University of Agricultural Sciences observe the performance of MRM4070 in drought-stressed field in Gadag district of Karnataka, India. (Photo: UAS-R)

Led by the International Maize and Wheat Improvement Center (CIMMYT), in collaboration with national maize programs, agriculture universities, and seed companies, and with funding from the United State Agency for International Development (USAID) Feed the Future Initiative, HTMA was launched in 2012 to develop stress-resilient maize hybrids for the variable weather conditions and heat and drought extremes of Bangladesh, India, Nepal and Pakistan. 

A fresh look at the genes behind grain weight in spring bread wheat

Guillermo Garcia Barrios, a co-author of the study and student at Colegio de Postgraduados in Montecillo, Mexico, with a PHERAstar machine used to validate genetic markers. (Photo: Marcia MacNeil/CIMMYT)
Guillermo Garcia Barrios, a co-author of the study and student at Colegio de Postgraduados in Montecillo, Mexico, with a PHERAstar machine used to validate genetic markers. (Photo: Marcia MacNeil/CIMMYT)

To meet the demand for wheat from a rising and quickly urbanizing population, wheat yields in farmers’ fields must increase by an estimated 1.5% each year through 2030.

Of all the factors that influence yield, grain weight is the trait that is most stable and heritable for use in breeding improved wheat varieties. Breeders measure this by thousand grain weight (TGW).

Over the years, molecular scientists have made efforts to identify genes related to increased TGW, in order to speed up breeding through marker-assisted selection (MAS). Using MAS, breeders can select parents that contain genes related to the traits they are looking for, increasing the likelihood they will be passed on and incorporated in a new variety.

There have been some limited successes in these efforts: in the past years, a few genes related to increased TGW have been cloned, and a set of genetic markers have been determined to be used for MAS. However, the effects of most of these candidate genes have not yet been validated in diverse sets of wheat germplasm throughout the world that represent the full range of global wheat growing environments.

A group of wheat geneticists and molecular breeders from the International Maize and Wheat Improvement Center (CIMMYT) has recently conducted a thorough study to confirm the effects of the favorable alleles reported for these genes on TGW in CIMMYT wheat, and to identify new genetic determinants of this desired trait.

They found some good news and some bad news.

First, the good news: focusing on more than 4,000 lines of CIMMYT wheat germplasm they found 15 haplotype blocks significantly associated with TGW. Four haplotype blocks associated with TGW were also associated with grain yield — a grand prize for breeders, because in general the positive association of grain yield with TGW is less profound and sometimes even negative. However, of the 14 genes that had been previously reported to increase TGW, only one in CIMMYT’s 2015-2016 Elite Yield Trial and two in Wheat Associative Mapping Initiative panel were shown to have significant TGW associations.

Wheat grains prepared for placement in a Thousand Grain Weight machine. (Photo: Marcia MacNeil/CIMMYT)
Wheat grains prepared for placement in a Thousand Grain Weight machine. (Photo: Marcia MacNeil/CIMMYT)

The scientists also found that the alleles — pairs of genes on a chromosome that determine heredity — that were supposedly favorable to TGW actually decreased it.  These candidate genes also appear to vary in their TGW effects with genetic background and/or environment.

Thus, these findings also provide a foundation for more detailed investigations, opening the door for more studies on the genetic background dependence and environment sensitivity of the known candidate genes for TGW.

“Our findings indicate that it will be challenging to use MAS based on these existing markers across individual breeding programs,” said Deepmala Sehgal, CIMMYT wheat geneticist and the primary author of the study.

However, efforts to identify new genetic determinants of TGW were promising. The authors’ study of CIMMYT germplasm found one locus on chromosome 6A that showed increases of up to 2.60 grams in TGW and up to 258 kilograms per hectare in grain yield.

Thousand Grain Weight is measured in this machine at CIMMYT’s global headquarters in Texcoco, Mexico. (Photo: Marcia MacNeil/CIMMYT)
Thousand Grain Weight is measured in this machine at CIMMYT’s global headquarters in Texcoco, Mexico. (Photo: Marcia MacNeil/CIMMYT)

This discovery expands opportunities for developing diagnostic markers to assist in multi-gene pyramiding — a process that can derive new and complementary allele combinations for enhanced wheat TGW and grain yield.

Most of all, the study highlights the strong need for better and more validation of the genes related to this and other traits, so that breeders can be sure they are using material that is confirmed to increase wheat grain weight and genetic yield.

“Our findings are very promising for future efforts to efficiently develop more productive wheat in both grain weight and grain yield,” said Sehgal. “This ultimately means more bread on household tables throughout the world.”

“Validation of Candidate Gene-Based Markers and Identification of Novel Loci for Thousand-Grain Weight in Spring Bread Wheat” in Frontiers in Plant Science by Deepmala Sehgal, Suchismita Mondal, Carlos Guzman, Guillermo Garcia Barrios, Carolina Franco, Ravi Singh and Susanne Dreisigacker was supported by funding from the CGIAR Research Program on Wheat (WHEAT), the Delivering Genetic Gain in Wheat (DGGW) project funded by the Bill & Melinda Gates Foundation and the UK Department for International Development (DFID), and the US Agency for International Development (USAID) Feed the Future Innovation Lab for Applied Wheat Genomics.

Read the full article here: https://doi.org/10.3389/fpls.2019.01189

Large-scale genomics will improve the yield, climate-resilience, and quality of bread wheat, new study shows

Bread wheat improvement using genomic tools will be critical to accelerate genetic gains in the crop's yield, disease resistance, and climate resilience. (Photo: Apollo Habtamu/CIMMYT)
Bread wheat improvement using genomic tools will be critical to accelerate genetic gains in the crop’s yield, disease resistance, and climate resilience. (Photo: Apollo Habtamu/CIMMYT)

Using the full wheat genome map published in 2018, combined with data from field testing of wheat breeding lines in multiple countries, an international team of scientists has identified significant new chromosomal regions for wheat yield and disease resistance and created a freely-available collection of genetic information and markers for more than 40,000 wheat lines.

Reported today in Nature Genetics, the results will speed up global efforts to breed more productive and climate-resilient varieties of bread wheat, a critical crop for world food security that is under threat from rising temperatures, rapidly-evolving fungal pathogens, and more frequent droughts, according to Philomin Juliana, wheat scientist at the International Maize and Wheat Improvement Center (CIMMYT) and first author of the new study.

“This work directly connects the wheat genome reference map with wheat lines and extensive field data from CIMMYT’s global wheat breeding network,” said Juliana. “That network in turn links to over 200 breeding programs and research centers worldwide and contributes to yield and other key traits in varieties sown on nearly half the world’s wheat lands.”

The staple food for more than 2.5 billion people, wheat provides 20% of human dietary calories and protein worldwide and is critical for the nutrition and food security of hundreds of millions of poor persons in regions such as North Africa and South Asia.

“Farmers and societies today face new challenges to feed rising and rapidly-urbanizing populations, and wheat epitomizes the issues,” said Ravi Singh, CIMMYT wheat breeder and corresponding author of the study. “Higher temperatures are holding back yields in major wheat-growing areas, extreme weather events are common, crop diseases are spreading and becoming more virulent, and soil and water are being depleted.”

Juliana said the study results help pave the way to apply genomic selection, an approach that has transformed dairy cow husbandry, for more efficient wheat breeding.

“Molecular markers are getting cheaper to use; meanwhile, it’s very costly to do field testing and selection involving many thousands of wheat plants over successive generations,” Juliana said. “Genome-wide marker-based selection can help breeders to precisely identify good lines in early breeding generations and to test plantlets in greenhouses, thereby complementing and streamlining field testing.”

The new study found that genomic selection could be particularly effective in breeding for wheat end-use quality and for resistance to stem rust disease, whose causal pathogen has been evolving and spreading in the form of highly-virulent new races.

The new study also documents the effectiveness of the global public breeding efforts by CIMMYT and partners, showing that improved wheat varieties from this work have accumulated multiple gene variants that favor higher yields, according to Hans-Joachim Braun, director of CIMMYT’s global wheat program.

“This international collaboration, which is the world’s largest publicly-funded wheat breeding program, benefits farmers worldwide and offers high-quality wheat lines that are released directly to farmers in countries, such as Afghanistan, that are unable to run a full-fledged wheat breeding program,” Braun explained.

The study results are expected to support future gene discovery, molecular breeding, and gene editing in wheat, Braun said.

Together with more resource-efficient cropping systems, high-yielding and climate-resilient wheat varieties will constitute a key component of the sustainable intensification of food production described in Strategy 3 of the recent EAT-Lancet Commission recommendations to transform the global food system. Large-scale genomics will play a key role in developing these varieties and staying ahead of climate- and disease-related threats to food security.

Funders of this work include USAID’s Feed the Future Innovation Lab for Applied Wheat Genomics. Contributing to the research described are research teams engaged in wheat improvement at CIMMYT, and the lab of Jesse Poland, Associate Professor at Kansas State University and Director of the USAID Applied Wheat Genomics Innovation Lab.

For more information, or to arrange interviews with the researchers, please contact:

Marcia MacNeil, Wheat Communications Officer, CIMMYT
M.MacNeil@cgiar.org, +52 (55) 5804 2004, ext. 2070

Nepal’s seed sector partners join forces to realize the National Seed Vision 2013-2025

Access to affordable quality seed is one of the prerequisites to increase agricultural production and improve the livelihoods of Nepali farmers. However, there are significant challenges to boost Nepal’s seed industry and help sustainably feed a growing population.

Six years ago, Nepal launched its National Seed Vision 2013-2025. This strategic plan aims at fostering vibrant, resilient, market-oriented and inclusive seed systems in public-private partnership modalities, to boost crop productivity and enhance food security.

The Nepal Seed and Fertilizer (NSAF) project, led by the International Maize and Wheat Improvement Center (CIMMYT), is supporting the government to enhance national policies and guidelines, and private seed companies to build competitive seed businesses and hybrid seed production.

General view of a hybrid maize field from Lumbini Seed Company, a NSAF project partner, in Nepal’s Bhairahawa district. (Photo: Subhas Sapkota)
General view of a hybrid maize field from Lumbini Seed Company, a NSAF project partner, in Nepal’s Bhairahawa district. (Photo: Subhas Sapkota)

Quality seed can increase crop yield by 15-20%. However, there are critical challenges hindering the growth of Nepal’s seed industry. Existing seed replacement rate for major cereals is low, around 15%. About 85% of Nepali farmers are unable to access recently developed improved seeds — instead, they are cultivating decades-old varieties with low yield and low profits. Some of the factors limiting the development of seed systems are the high cost of seed production and processing, the limited reach of mechanization, and the low use of conservation agriculture practices.

The demand for hybrid seeds in Nepal is soaring but research in variety development is limited. Most of the country’s supply comes from imports.

In collaboration with the Nepal Agricultural Research Council (NARC), the NSAF project team is working with seed companies and cooperatives to scale hybrid seed production of maize, tomato and rice. Through this project, CIMMYT collaborated with the Seed Quality Control Center (SQCC) and national commodity programs of the NARC to draft the first hybrid seed production and certification guidelines for Nepal to help private seed companies produce and maintain standards of hybrid seeds.

Extension and promotion activities are essential to bring improved seed varieties to farmers. Standard labelling and packaging also needs to be strengthened.

Yubak Dhoj G.C., Secretary of Nepal’s Ministry of Agriculture and Livestock Development, explained the importance of seed stakeholders’ collaboration to achieve the National Seed Vision targets. (Photo: Bandana Pradhan/CIMMYT)
Yubak Dhoj G.C., Secretary of Nepal’s Ministry of Agriculture and Livestock Development, explained the importance of seed stakeholders’ collaboration to achieve the National Seed Vision targets. (Photo: Bandana Pradhan/CIMMYT)

A joint effort

CIMMYT and its partners organized a two-day workshop to review the progress of the National Seed Vision. The event attracted 111 participants from government institutions, private companies and development organizations engaged in crop variety development, seed research, seed production and dissemination activities.

In the opening remarks, Yubak Dhoj G.C., Secretary of Nepal’s Ministry of Agriculture and Livestock Development, addressed the seed sector scenario and its challenges. He stressed the importance of collaboration among seed stakeholders to meet the targets of the National Seed Vision in the next six years.

During the technical sessions, Madan Thapa, Chief of the SQCC, analyzed the current status of the National Seed Vision and highlighted the challenges as well as the opportunities to realize it.

Laxmi Kant Dhakal, Chairperson of the Seed Entrepreneurs Association of Nepal (SEAN) emphasized the importance of private sector engagement and other support areas to strengthen seed production and marketing of open-pollinated varieties and hybrids.

Seed systems specialist AbduRahman Beshir shares CIMMYT’s experiences in hybrid testing and seed business promotion in Nepal. (Photo: Bandana Pradhan/CIMMYT)
Seed systems specialist AbduRahman Beshir shares CIMMYT’s experiences in hybrid testing and seed business promotion in Nepal. (Photo: Bandana Pradhan/CIMMYT)

Tara Bahadur Ghimire, Principal Scientist at NARC, gave an overview of the status of NARC varieties, source seed and resource allocation.

Dila Ram Bhandari, former Chief of SQCC, led a discussion around the assumptions and expectations that arose while developing the National Seed Vision.

Technical leads of maize, rice, wheat and vegetables presented a road map on hybrid variety development and seed production in line with the National Seed Vision’s targets for each crop.

“A large quantity of hybrid seeds, worth millions of dollars, is being imported into Nepal each year,” explained AbduRahman Beshir, Seed Systems Lead of CIMMYT’s NSAF project. “However, if stakeholders work together and strengthen the local seed system, there is a huge potential in Nepal not only to become self-sufficient but also to export good quality hybrid seeds in the foreseeable future. Under the NSAF project we are witnessing a few seed companies that have initiated hybrid seed production of maize and tomato.”

In one of the exercises, workshop participants were divided in groups and examined different topics related to the realization of the National Seed Vision. They looked at genetic resources, hybrid and open-pollinated variety development, source seed production and supply, private sector engagement and marketing, seed extension and varietal adoption by farmers, seed quality control services, and roles of research partners and other stakeholders. The groups presented some of the major challenges and opportunities related to these topics, as well as recommendations, which will be documented and shared.

The outcomes of this mid-term review workshop will inform policy and guide the discussions at the upcoming International Seed Conference to be held in early September 2019.

In one of the breakout sessions, a group discusses challenges and recommendation to improve private sector engagement. (Photo: Bandana Pradhan/CIMMYT)
In one of the breakout sessions, a group discusses challenges and recommendation to improve private sector engagement. (Photo: Bandana Pradhan/CIMMYT)

Regulating hybrid seed production

At the workshop, participants thoroughly discussed the draft hybrid seed production and certification guidelines, developed under the NSAF project.

The guidelines are the first of their kind in Nepal and essential to achieve the targets of the National Seed Vision, by engaging the private sector in hybrid seed production.

Hari Kumar Shrestha, CIMMYT’s Seed Systems Officer, and other seed experts from the SQCC presented the main features and regulatory implications of the guidelines.

After the workshop, the guidelines were sent to the National Seed Board for approval.

Fall Armyworm Response

Following the recent emergence and rapid spread of the fall armyworm pest in Africa, the Fall Armyworm Response project is bringing together expert partners to develop and disseminate science-based recommendations to manage the pest.

 

Nepal Seed and Fertilizer Project (NSAF)

The Nepal Seed and Fertilizer (NSAF) project facilitates sustainable increases in Nepal’s national crop productivity, income and household-level food and nutrition security, across 20 districts, including five earthquake-affected districts.

Nepal’s agriculture is mostly small-scale and subsistence-oriented, characterized by a mix of crop and livestock farming. The agriculture sector represents about one-third of the country’s gross domestic product and employs 75 percent of the labor force.

Over half of Nepal’s farms operate on less than half a hectare, with the majority unable to produce enough to meet their household food requirements for the whole year. Combined with an increasing urban population, it will not be possible for the country to meet future food demand without increased agricultural productivity and competitiveness of domestic production.

Major cereal crops and vegetables currently have low yields, but there are significant prospects for increases through improved seed and soil fertility management practices. A large part of this yield gap results from a lack of knowledge, inadequate access to affordable improved technologies, extension services and markets due to weak public and private sector capacity to provide support services needed by small scale farmers.

NSAF promotes the use of improved seeds and integrated soil fertility management technologies along with effective and efficient extension, including the use of digital and information and communications technologies. The project will specifically increase availability of technologies to improve productivity in cauliflower, lentils, maize, onions, rice and tomatoes. It will also build competitive seed and fertilizer systems that significantly expand seed production, marketing and distribution by enhancing the capacity of public and private sectors in seed and fertilizer value chains.

Agriculture development needs to be locally owned and led through inclusive business models involving women and disadvantaged groups and farmers institutions. There is a need to further the development of Nepal’s cereals, legumes and vegetable sector by:

  • Strengthening public-private coordination mechanisms
  • Developing market systems that are agile, resilient, and adaptive
  • Propelling agricultural growth through evidence-based policy change and harmonization.

Food security in Ukraine

Supplemental funds released in 2022 will be used to respond to the impact of the Ukraine war at the household level. CIMMYT and its partners will develop food security and resilient agriculture market systems, to advance the delivery of improved agriculture input management knowledge and technologies, application of best crop management practices, and development of local capacity to apply improved technologies.

The objective is to build resilience of smallholder farmers in four areas:

  • Protecting and sustaining crop production for strengthening local food production and consumption systems.
  • Supporting efficient agriculture supply chain.
  • Strengthening local cooperatives and micro, small- and medium-sized agribusiness enterprises.
  • Addressing the impact of global fertilizer shortages by exploring innovative products, novel application techniques and local market development.

Mayi Plus

The Feed the Future Haiti – Mayi Plus project seeks to improve the quality of maize seed supply, test new varieties for local adaptation and support the development of the maize seed industry in Haiti.

Heat Stress Tolerant Maize for Asia (HTMA)

The Heat Stress Tolerant Maize (HTMA) for Asia project is a public-private alliance that targets resource-poor people and smallholder farmers in South Asia who face weather extremes and climate-change effects. HTMA aims to create stable income and food security for resource-poor maize farmers in South Asia through development and deployment of heat-resilient maize hybrids.

South Asian farmlands have been increasingly experiencing climate change-related weather extremes. If current trends persist until 2050, major crop yields and the food production capacity of South Asia will decrease significantly – by 17 percent for maize – due to climate change-induced heat and water stress.

In response, CIMMYT and partners are developing heat stress-resilient maize for Asia. The project leverages the germplasm base and technical expertise of CIMMYT in breeding for abiotic stress tolerance, coupled with the research capacity and expertise of partners.

OBJECTIVES

  • Future climate data obtained from the recent CIMP5 database, and future and current heat stress hot-spots in South Asia are mapped
  • Genome-wide association studies revealed multiple haplotypes significantly associated heat tolerance, including nine significant haplotype blocks (~200 kb) for grain yield explaining 4 to 12% phenotypic variation individually with the effect size varied up to 440 kg/ha.
  • A total of 17 first generation heat tolerant hybrids formally licenced to project partners for deployment and scale-out in their targeted geographies/market in stress-prone ecologies of South Asia
  • New base germplasm, including early generation lines and pedigree populations, with enhanced levels of heat tolerance shared with partners to use in their own breeding programs.
  • Over 130 maize researchers and technical staff from India, Nepal, Pakistan and Bangladesh, including 32 women and 99 men, were trained on various aspects of developing stress-resilient maize through four training course workshops organized under the project.
  • Strong phenotyping network for heat stress in South Asia, with well-equipped locations and trained representatives.

FUNDING INSTITUTIONS

  • United States Agency for International Development – Feed the Future

PRINCIPAL COORDINATOR

Pervez Haider Zaidi