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More extreme weather and shifting growing seasons are putting pressure on school meal programs, which serve nearly half a billion children worldwide.

Jennifer Burney, a professor of Earth system science and of environmental social sciences in the Stanford Doerr School of Sustainability, studies these changes and how they affect children’s health and well-being.

School meals do far more than fill stomachs. “School meals are a really interesting way of doing two things at once – setting a strong foundation for healthy individuals and societies, and building a climate-friendly and climate-resilient food system,” Burney said. Her work shows that while climate change is already diminishing crop yields and driving up food prices, it also reveals opportunities to strengthen school meal programs in ways that benefit both people and the planet on the very small budgets most programs must adhere to.

Here are four key facts drawn from Burney’s research.

Climate change and food are deeply connected.

Climate change is already undermining agriculture as shifting rainfall patterns, extreme temperatures, and longer dry spells cut yields of many food crops. “We are producing less than we would have been able to produce absent climate change,” Burney said.

At the same time, the global food system is a major contributor to climate change through emissions associated with clearing land, fertilizing crops, raising livestock, transporting and packaging food items, and other steps along the way from field to fork. Overall, roughly one-third of annual greenhouse gas emissions from human activity are linked to food. Land-use changes such as conversion of forests and grasslands to cropland or pasture account for well over half of those emissions.

“We are in a bad feedback loop,” Burney said. Climate change makes staple grains, fruits, and root vegetables harder to grow in many farming regions, she said, and people often respond by expanding cropland or intensifying production in ways that generate even more emissions, exacerbating both food insecurity and environmental risk.

School meal programs provide essential nutrition for children and drive economic growth.

Children are especially vulnerable to hunger and malnutrition. “Kids can suffer from malnutrition over short time periods, and the negative impacts can persist for a lifetime,” Burney said. Because children lack economic and political agency, she said, they depend entirely on adults and institutions to protect their access to nutritious food.

The enormous scale of school meal programs makes them expensive, Burney said, but the return is significant. In the United States alone, the federal government invests about $18 billion annually to run school meal programs, generating an estimated $40 billion or more per year in human health and economic benefits. Families receiving federal child nutrition programs incur fewer costs related to health care, and children have better educational and longer-term economic outcomes that follow from improved nutrition.

“This doesn’t count all of the longer-run good that accrues from having a lifelong foundation of good nutrition and health as a child,” Burney said. “But we know school meals could be so much better, both for kids and for the planet. There are a lot of great people working on the nutrition side; we are trying to complement that and think about these programs as a powerful way to care for people and the planet at the same time.”

Burney’s research shows that climate change is already putting these benefits at risk. Climate-driven disruptions to crop yields, food prices, and supply chains threaten program stability, particularly in low-resource settings where budgets are already stretched thin.

Government-supported food programs influence agricultural practices.

Governments around the world recognize school meals as a cost-effective way to safeguard nutrition for all kids. Typically, they focus on logistics and feeding as many children as possible on extremely limited budgets, Burney said, but this misses an opportunity. If governments prioritize nutritious, climate-friendly foods for school meals, they can create incentives that reshape agricultural production and supply chains.

With support from the Rockefeller Foundation, Burney has started to bring staff and leadership from school meal programs in East Africa, Southeast Asia, sub-Saharan Africa, and the Americas into conversation with researchers about how to source food in a way that improves resilience. “At the same time, we are starting conversations with leaders and policymakers to socialize this idea that school meal procurement is a really powerful lever for change. If they want kids to be eating X, Y, and Z at school, they can create the demand that changes their own agricultural systems to be more resilient and provide those foods,” Burney said.

Farming practices that help plants tolerate extreme weather can stretch school meal budgets to feed more kids.

To understand how climate change affects school meal programs, Burney and colleagues, including Stanford food security expert Rosamond Naylor and Planetary Health Postdoctoral Fellow Natalie Lambrecht, analyzed changes in crop productivity for foods commonly served in national programs worldwide. The team developed climate risk profiles for individual programs based on historical climate data and information about school meal menus and program size.

Burney was pleasantly surprised to learn that more than 100 countries around the world have line items in their national budgets for school feeding programs, and that many have climate and environment-related goals in their policies and programs.

But their preliminary findings show that, on current budgets, school meal programs are serving at least 1 million fewer children than they could have without climate change, due to declining yields and reduced food availability. “It was absolutely crushing to learn that the median program is working with about 35 cents per kid per day,” Burney said. “This is a current problem and one that we now know is going to get worse for most places.”

The research highlights clear opportunities for improvement. Burney explains that farmers in many regions can offset some of the effects of climate change through simple techniques that retain soil moisture, reduce erosion, and enhance carbon storage in soil. Her team applied research findings from Stanford ecologist Adam Pellegrini’s lab to estimate that adoption of practices such as cover cropping and reduced tillage would improve crop productivity and resilience, and thus reduce costs enough to allow programs to serve 8 million more children on the same budgets. The research also identifies less-studied grains and legumes that can tolerate longer dry spells and more extreme heat than many foods currently served.

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Students sit for school lunch at an elementary school in Silver Spring, Maryland. | Getty Images
Students sit for school lunch at an elementary school in Silver Spring, Maryland. | Getty Images | Getty Images
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From crop losses to rising food costs, climate change is testing the resilience of school meal programs. Research points to ways to protect children and build a more climate-smart food system.

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Students sit for school lunch at an elementary school in Silver Spring, Maryland. | Getty Images
Caption Students sit for school lunch at an elementary school in Silver Spring, Maryland. | Getty Images | Photo credit Getty Images
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Read 4 Key Facts About Climate Change and School Meal Programs
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In Brief
  • Climate change is disrupting agricultural productivity, threatening school meal programs that serve nearly half a billion children globally, according to Stanford’s Jennifer Burney.
  • School meals are vital for children’s nutrition and drive substantial economic benefits; federal investment in U.S. programs exceeds $18 billion annually.
  • Government-supported school meal initiatives can reshape agricultural practices, prioritizing climate-friendly foods to create resilience and improve nutrition for children.
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Sonal has been working at FSE since 2018 and prior to that she was working for non-profit organizations for under privileged kids. She has Masters in Economics and Finance from Eastern Michigan University.

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High resolution satellite imagery and modern machine learning methods hold the potential to fill existing data gaps in where crops are grown around the world at a sub-field level. However, high resolution crop type maps have remained challenging to create in developing regions due to a lack of ground truth labels for model development. In this work, we explore the use of crowdsourced data, Sentinel-2 and DigitalGlobe imagery, and convolutional neural networks (CNNs) for crop type mapping in India. Plantix, a free app that uses image recognition to help farmers diagnose crop diseases, logged 9 million geolocated photos from 2017–2019 in India, 2 million of which are in the states of Andhra Pradesh and Telangana in India. Crop type labels based on farmer-submitted images were added by domain experts and deep CNNs. The resulting dataset of crop type at coordinates is high in volume, but also high in noise due to location inaccuracies, submissions from out-of-field, and labeling errors. We employed a number of steps to clean the dataset, which included training a CNN on very high resolution DigitalGlobe imagery to filter for points that are within a crop field. With this cleaned dataset, we extracted Sentinel time series at each point and trained another CNN to predict the crop type at each pixel. When evaluated on the highest quality subset of crowdsourced data, the CNN distinguishes rice, cotton, and “other” crops with 74% accuracy in a 3-way classification and outperforms a random forest trained on harmonic regression features. Furthermore, model performance remains stable when low quality points are introduced into the training set. Our results illustrate the potential of non-traditional, high-volume/high-noise datasets for crop type mapping, some improvements that neural networks can achieve over random forests, and the robustness of such methods against moderate levels of training set noise. Lastly, we caution that obstacles like the lack of good Sentinel-2 cloud mask, imperfect mobile device location accuracy, and preservation of privacy while improving data access will need to be addressed before crowdsourcing can widely and reliably be used to map crops in smallholder systems.

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Stefania Di Tommaso
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The ocean could produce up to 75 percent more seafood than it does today and drive sustainable economic growth, holding a key role in solving global hunger. Center on Ocean Solutions Co-Director Jim Leape joined Stanford Earth Professor Roz Naylor for a conversation about food security, the current COVID-19 pandemic and how global food policies can better integrate “blue foods” from marine and freshwater systems. 

"COVID-19 is disrupting processed and widely traded seafood products, such as salmon, shrimp and tuna," states Naylor. "However, locally produced and consumed food systems are actually faring much better. This is especially true for some small-scale fisheries, where local fishing groups have taken the initiative to sell seafood locally and new markets are emerging during the COVID-19 period. Production and consumption have become more tightly connected as a result."

Both Leape and Naylor are part of the global Blue Food Assessment, the first comprehensive review of aquatic foods and their roles in the global food system. Naylor will discuss the assessment with collaborators during the Virtual Ocean Dialogues on June 3rd. 

The pair also highlighted promising innovations for sustainable future food systems. "Illegal fishing defeats efforts to manage the resource sustainability and cheats the fishers who are playing by the rules," Leape explains. "And we can end it. Emerging technologies are bringing much greater transparency into the fishing industry."

"If we want healthy oceans in the future, we have to be thinking about a wide range of innovations, and the institutions, financial incentives, and public trust needed to turn these innovations into real market solutions," says Naylor. 

 

Read the full Stanford ReportQ&A >

Explore the new Blue Food Assessment website >

Learn more about our work curbing illegal fishing >

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Researchers including David Lobell analyze how human-caused climate change has impacted a water deficit in Southern Africa and might contribute to a rising food security crisis in the region.

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Global Change Biology
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