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FSE director Roz Naylor participated in the lead plenary session integrating climate, energy, food, water, and health at the 12th National Conference on Science, Policy and the Environment. The theme of this year's conference was Environment and Security, and included keynote talks delivered by Amory Lovins and Thomas Freedman.

While many of us here in the US wake up concerned about political, economic, and military unrest at home and abroad, billions still wake up with more basic, human security concerns, opened FSE director Rosamond L. Naylor in a plenary connecting climate, energy, food, water, and health.

Are we going to have enough to eat today? How am I going to feed my family or care for family members struggling with HIV/AIDS and other infectious diesease? Is there enough water to drink, bathe, and still water my crops?

Naylor emphasized the need to bring these human security issues back into the forefront of our global conscious. While these are 'humanitarian needs at the core', they are also related to national and international security.

"When people are desperate enough, and we've seen this particularly with the food price spike in recent years, they take to the streets, and sometimes when they take to the streets they realize they are disgruntled about a number of things in addition to food prices," said Naylor.

The Arab Spring and wave of rebellions throughout the Middle East last year demonstrate the connections between food security, unmet basic needs, and national security. It has been a chaotic time for world food markets, said Naylor.

Naylor's global statistics are discouraging. Over a billion people still suffer from chronic hunger and malnutrition, 1/5 don't have physical access to water, and roughly 1.6 billion are facing economic water constraints (do not have the economic resources to access available water). Food and water insecurity are exacerbating the incidence and transmission of infectious disease.

At a time when investment is sorely needed, the Hill has been making dramatic cutbacks in foreign assistance and foreign investment is falling short. Efforts made by the private sector, philanthropy, and civil society, while valuable, remain siloed. Opportunties are being missed by not addressing the interrelated nature of food and health issues.

Despite this dire outlook, Naylor offered solutions to help us rethink our development strategy.

  1. Invest in more diversified and nutritious crops that have more climate adaptation potential.
  2. Consider new irrigation strategies, particularly in areas like Africa where 96% of the continent is still not irrigated. Not large dams, but small, distributed irrigation systems that rely on solar and wind.
  3. Integrate food and health programs and the way we think about domestic and productive water uses.

Naylor was joined on the panel by Jeff Seabright (Vice President, The Coca-Cola Company), Daniel Gerstein (Deputy Under Secretary for Science and Technology, U.S. Department of Homeland Security), and Geoff Dabelko (Woodrow Wilson International Center for Scholars). The panel was moderated by Frank Sesno (George Washington University and Planet Forward). Video of the plenary can be found below:

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The National Council for Science and the Environment (NCSE) will present its 12th National Conference on Science, Policy and the Environment: Environment and SecurityJanuary 18-20, 2012 in Washington, DC.  

The Environment and Security Conference will provide a forum to explore the connections between environment and security issues, their common underlying scientific threads, and the policy and governance needed to address security risks posed by a rapidly changing environment.

The conference is expected to bring together over 1,000 attendees from the scientific, business, academic and environmental communities, as well as international, federal, and regional government officials

NCSE utilizes a multi-disciplinary and multi-sectoral approach to covene involved scientists and decision-makers from various sectors of society. The conferences include renowned speakers, topical symposia to explore issues more in depth, and breakout workshops to develop a set of recommendations on how to advance science and connect it to policy and decision-making.

FSE director Roz Naylor will be participating in a plenary session and symposium.

The first, Integrating Climate, Energy, Food, Water, and Health includes:

Moderator: Frank Sesno, Professor and Director, School of Media and Public Affairs, The George Washington University

  • Jeff Seabright, Vice President for Environment and Water Resources, The Coca-Cola Company

  • Geoff Dabelko, Director, Environmental Change and Security Program, Woodrow Wilson International Center for Scholars

  • Rosamond Naylor, Director of the Center on Food Security and Environment, Stanford University

The second plenary session is on Climate Change and Food Security and includes:

Moderator: Jonathan Shrier, Acting Special Representative, Global Food Security, U.S. Department of State

  • Dr. Marc Cohen, Senior Researcher on Humanitarian Policy and Climate Change, Oxfam America
  • Dr. Rosamond "Roz" Naylor, Director of the Center on Food Security and Environment, Stanford University
  • Dr. Mark Rosegrant, Division Director, Environment and Production Technology Division, IFPRI
  • Dr. David Battisti, Professor of Atmospheric Sciences and Tamaki Endowed Chair, University of Washington

Keynote speakers include Amory LovinsCofounder, Chairman and Chief Scientist, Rocky Mountain Institute and Thomas Friedman, Columnist, The New York Times.

Washington DC

The Jerry Yang and Akiko Yamazaki
Environment and Energy Building
Stanford University
473 Via Ortega, Office 363
Stanford, CA 94305

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Senior Fellow, Stanford Woods Institute and Freeman Spogli Institute for International Studies
William Wrigley Professor of Earth System Science
Senior Fellow and Founding Director, Center on Food Security and the Environment
Roz_low_res_9_11_cropped.jpg PhD

Rosamond Naylor is the William Wrigley Professor in Earth System Science, a Senior Fellow at Stanford Woods Institute and the Freeman Spogli Institute for International Studies, the founding Director at the Center on Food Security and the Environment, and Professor of Economics (by courtesy) at Stanford University. She received her B.A. in Economics and Environmental Studies from the University of Colorado, her M.Sc. in Economics from the London School of Economics, and her Ph.D. in applied economics from Stanford University. Her research focuses on policies and practices to improve global food security and protect the environment on land and at sea. She works with her students in many locations around the world. She has been involved in many field-level research projects around the world and has published widely on issues related to intensive crop production, aquaculture and livestock systems, biofuels, climate change, food price volatility, and food policy analysis. In addition to her many peer-reviewed papers, Naylor has published two books on her work: The Evolving Sphere of Food Security (Naylor, ed., 2014), and The Tropical Oil Crops Revolution: Food, Farmers, Fuels, and Forests (Byerlee, Falcon, and Naylor, 2017).

She is a Fellow of the Ecological Society of America, a Pew Marine Fellow, a Leopold Leadership Fellow, a Fellow of the Beijer Institute for Ecological Economics, a member of Sigma Xi, and the co-Chair of the Blue Food Assessment. Naylor serves as the President of the Board of Directors for Aspen Global Change Institute, is a member of the Scientific Advisory Committee for Oceana and is a member of the Forest Advisory Panel for Cargill. At Stanford, Naylor teaches courses on the World Food Economy, Human-Environment Interactions, and Food and Security. 

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Rosamond L. Naylor Speaker

Dept. of Atmospheric Sciences
University of Washington
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Tamaki Professor of Atmospheric Sciences, University of Washington
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David Battisti received a Ph.D. in Atmospheric Sciences (1988) from the University of Washington. He was an Assistant Professor at the University of Wisconsin until 1990. Since then, he has been on the Faculty in the Department of Atmospheric Sciences at the University of Washington, and was the Director of JISAO from 1997-2003. Presently, he is the Tamaki Professor of Atmospheric Sciences at the University of Washington and Director of the University's Earth Initiative.

David Battisti's research is focused on understanding the natural variability of the climate system. He is especially interested in understanding how the interactions between the ocean, atmosphere, land and sea ice lead to variability in climate on time scales from seasonal to decades. His previous research includes coastal oceanography, the physics of the El Nino/Southern Osciallation (ENSO) phenomenon, midlatitude atmosphere/ocean variability and variability in the coupled atmosphere/sea ice system in the Arctic. Battisti is presently working to improve the El Nino models and their forecast skill, and to understand the mechanisms responsible for the drought cycles in the Sahel, and the decade-to-decade changes in the climate of the Pacific Northwest, including how the latter affects the snow pack in the Cascades and coastal ranges from Washington to Alaska. He is also working on the impacts of climate variability and climate change on food production in Mexico and Indonesia.

Battisti's recent interests are in paleoclimate: in particular, the mechanisms responsible for the remarkable "abrupt" global climate changes evident throughout the last glacial period.

Battisti has served on numerous international science panels, on Committees of the National Research Council. He served for five years as co-chair of the Science Steering Committee for the U.S. Program on Climate (US CLIVAR) and is co-author of several international science plans. He has published over 60 papers in peer-review journals in atmospheric sciences and oceanography, and twice been awarded distinguished teaching awards.

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This paper was prepared for Stanford University’s Global Food Policy and Food Security Symposium Series, hosted by the Center on Food Security and the Environment, and supported by the Bill and Melinda Gates Foundation.


Food policy makers are increasingly faced with the question of how to adapt to climate change. The increased attention on climate adaptation is partly related to the fact that greenhouse gas emissions and climate change show little sign of slowing, partly because of prospects for large sums of money devoted to adaptation, and partly because of well publicized recent weather events that have affected agricultural regions and rattled global food markets. A common and reasonable reaction from the food policy and agricultural community has been to argue that climate variations have always been a challenge to agriculture, and that climate change just makes addressing these variations more important. A logical conclusion from this perspective is to emphasize activities that help build resilience to unpredictable weather events, as well as to focus on the types of weather variables that exhibit a lot of year-to-year variability and cause the bulk of farmers’ concerns in current climate.

However reasonable as a starting point, this perspective is misguided and risks taking a challenging problem and making it even harder. Anthropogenic global warming (AGW) is fundamentally different from the natural variations driven by internal dynamics in the climate system. Indeed, predicting the course of climate change is less like predicting the weather next week than it is like predicting that summer will be warmer than winter. Progress in climate science has shown that the most indelible hallmarks of AGW will be increased occurrence and severity of high temperature and heavy rainfall extremes in all regions, and increased frequency and severity of drought in sub-tropical regions. Changes in the timing and amount of seasonal rainfall also appear likely in some regions, but at a much smaller pace relative to natural variability. In all of these cases, predictions from climate science are most robust at broader spatial scales, with considerable uncertainty in predicting changes for any single country.

Meanwhile, progress in crop science has shown that most crops show fairly rapid declines in productivity as temperatures rise above critical thresholds, with as much as 10 percent yield loss for +1°C of warming in some locations. Both sub-Saharan Africa and South Asia appear particularly prone to productivity losses from climate change, in part because major staples in these regions are often already grown well above their optimum temperature.

Approaches to climate adaptation should recognize these realities, and should not equate anticipating climate changes with the considerably harder task of predicting next year’s weather. Predicting and building resilience to climate variability still remain important goals for agricultural development, but adaptation efforts should balance these activities with those focused more on the specific threats presented by climate change. Heat tolerant crop varieties and strategies to deal with heavy rainfall provide two examples of important needs. Similarly, balance is needed between the local-scale efforts that attract most of adaptation investment currently, and regional and global networks to develop needed technologies. Given the greater certainty of climate changes at broader scales, as well as the positive track record of international networks for crop breeding, investments in these global systems are very likely to deliver substantial adaptation benefits. Finally, given the downward pressures that climate change will exert on smallholder farm productivity in sub-Saharan Africa, and the critical role productivity gains play in catalyzing an escape from poverty, speeding the pace of investment in African agriculture can also be viewed as a good bet for climate adaptation.

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Promotion of smallholder irrigation is cited as a strategy for enhancing income generation and food security for sub-Saharan Africa’s poor farmers, but what makes this technology a successful poverty alleviation tool? In the short run, the technology should pave the way for increased consumption, asset accumulation, and reduced persistent poverty among users. Over the longer run, it should lead to institutional feedbacks that support sustained economic development and nutritional improvements. Our conceptual model and review of case studies reveal the importance of three sub-components of irrigation technology—access, distribution, and use—and the ways in which the design of the technology itself can either bridge, or succumb to, institutional gaps. These critical features are illustrated in an experimental evaluation of a solar-powered drip irrigation project in rural northern Benin, which provides a controlled study of technology impacts in the Sudano-Sahel. The combined evidence highlights the technical and institutional requirements for project success and points to two important areas of research in the scale-up of any small-scale irrigation strategy: the risk behavior of water users, and the evolution of institutions that either support or obstruct project replication over space and time.

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Jennifer Burney
Rosamond L. Naylor

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Richard and Rhoda Goldman Professor of Environmental Studies, Senior Fellow at the Woods Institute for the Environment, FSE Affiliated Faculty
Pam_dean_11.jpg MS, PhD

Pamela Matson is an interdisciplinary sustainability scientist, academic leader, and organizational strategist. She served as dean of Stanford University’s School of Earth, Energy and Environmental Sciences from 2002-2017, building interdisciplinary departments and educational programs focused on resources, environment and sustainability, as well as co-leading university-wide interdisciplinary initiatives. In her current role as the Goldman Professor of Environmental Studies and Senior Fellow in the Woods Institute for the Environment, she leads the graduate program on Sustainability Science and Practice. Her research addresses a range of environment and sustainability issues, including sustainability of agricultural systems, vulnerability and resilience of particular people and places to climate change, and characteristics of science that can contribute to sustainability transitions at scale.

Dr. Matson serves as chair of the board of the World Wildlife Fund-US and as a board member of the World Wildlife Fund-International and several university advisory boards. She served on the US National Academy of Science Board on Sustainable Development and co-wrote the National Research Council’s volume Our Common Journey: A transition toward sustainability (1999); she also led the NRC committee on America’s Climate Choices: Advancing the Science of Climate Change. She was the founding chair of the National Academies Roundtable on Science and Technology for Sustainability, and founding editor for the Annual Review of Environment and Resources. She is a past President of the Ecological Society of America. Her recent publications (among around 200) include Seeds of Sustainability: Lessons from the Birthplace of the Green Revolution (2012) and Pursuing Sustainability (2016).

Pam is an elected member of the National Academy of Science and the American Academy of Arts and Sciences, and is a AAAS Fellow. She received a MacArthur Foundation Award, contributed to the award of the Nobel Prize to the Intergovernmental Panel on Climate Change, among other awards and recognitions, and is an Einstein Fellow of the Chinese Academy of Sciences.

Dr. Matson holds a Bachelor of Science degree with double majors in Biology and Literature from the University of Wisconsin (Eau Claire), a Master degree in Environmental Science and Policy from Indiana University’s School of Public and Environmental Affairs, a Doctorate in Forest Ecology from Oregon State University, and honorary doctorates from Princeton, McGill and Arizona State Universities. She spent ten years as a research scientist with NASA-Ames Research Center before moving to a professorship at the University of California Berkeley and, in 1997, to Stanford University.

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This paper was prepared for Stanford University’s Global Food Policy and Food Security Symposium Series, hosted by the Center on Food Security and the Environment, and supported by the Bill and Melinda Gates Foundation.


Relative to other regions of the world, most African economies are still heavily reliant on agriculture as a source of income and employment. And with more than 70 percent of the continent’s poor residing in rural areas, the production and productivity performance of African agriculture is pivotal to overall economic growth and the well-being of the poorest people in the region. After a dismal decade of output growth in the 1970s, the rate of aggregate agricultural output growth picked up for each of the subsequent three decades, and averaged 2.83 percent per year during the 2000s. With population growing at still record rates by world standards, per capita output grew much more slowly, just 0.36 percent per year during the past decade. 

The productivity evidence is mixed and difficult to summarize. The rate of African crop yield growth (at least for the four crops given closer attention in this paper: corn, wheat, rice and soybean) is generally slower than elsewhere in the world, and in keeping with patterns seen elsewhere there has been a slowdown in the pace of average crop yield growth in Africa since around 1990. African land and labor productivity levels also generally lag those found elsewhere in the world, although aggregate land productivity in Africa outperformed that of Australia and New Zealand, another region of the world with challenging agricultural soils and heavy reliance on erratic (and often agriculturally marginal) weather. The reported rates of growth in multi-factor productivity (MFP) for African agriculture are also low by world standards, but the body of available evidence suggests that African MFP growth rates picked up in recent years. Unfortunately, the lack of reliable data and differences in the analytical details between the available studies makes it hard to reconcile the evidence and reach robust conclusions about MFP performance throughout sub-Saharan Africa.

Productivity levels and growth rates are affected by a host of factors, not least the technologies linking inputs to outputs and, by implication, the amount, nature and effectiveness of the innovative effort that develops and deploys these technologies. Although overall investments in African public agricultural research and development (R&D) have increased during the past decade or so, the growth in spending is not especially widespread and dominated by growth in just a few countries. Nigeria and Ethiopia account for half the region’s increase in agricultural R&D spending from 2000-2005—the latest year for which data are presently available. The intensity of public investment (i.e., agricultural R&D spending relative to the value of agricultural output) has increased as well. However, during the 2000-2005 period Africa spent just $0.54 on public research for every $100 of agricultural output, almost half the corresponding rest-of-world intensity ($1.05) and one-fifth of the rich country average ($2.70). Fragmented and typically small research agencies, and unstable funding streams still bedevil African agricultural research endeavors and undermine efficiencies in agricultural research that are intrinsically long-term in nature. Turning around these research realties in a meaningful and sustained fashion will be critical to realizing the long-term growth in African agriculture productivity that will be required to grow that sector in particular and the region’s economies more generally.


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Policies promoting ethanol and biodiesel production and use in the U.S., Europe, and other parts of the world since the mid-2000s have had profound—and largely unintended—consequences on global food prices, agricultural land values, land acquisition, and food security in developing countries. They have also created regional opportunities in the form of agricultural investments, crop yield growth, and booming farm economies. Rising incomes in emerging economies are generating increased demand for transportation fuels, thus stimulating further growth of the global biofuel industry. This seminar will explore the politics, economics, and global food security implications of the expanding biofuel sector. Several policy questions will be raised, including the role of biofuel mandates on food prices, the role of trade policies for stabilizing food prices in an era of increasingly tight demand, and the role of land policies and institutions for feedstock production and income distribution in the developing world.

Siwa Msangi, Senior Research Fellow in the Environment and Production Technology Division at the International Food Policy Research Institute (IFPRI) will provide commentary. Msangi's work focuses on the major socio-economic and bio-physical drivers affecting agricultural production and trade, and their impacts on nutrition, poverty and the environment. Dr. Msangi manages a research portfolio that includes the economic and environmental implications of biofuels, and has coordinated the project Biofuels and the Poor in partnership with FSE.  

Biofuels videos: Roz Naylor talks food security and energy with Near Zero

Bechtel Conference Center

The Jerry Yang and Akiko Yamazaki
Environment and Energy Building
Stanford University
473 Via Ortega, Office 363
Stanford, CA 94305

(650) 723-5697 (650) 725-1992
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Senior Fellow, Stanford Woods Institute and Freeman Spogli Institute for International Studies
William Wrigley Professor of Earth System Science
Senior Fellow and Founding Director, Center on Food Security and the Environment
Roz_low_res_9_11_cropped.jpg PhD

Rosamond Naylor is the William Wrigley Professor in Earth System Science, a Senior Fellow at Stanford Woods Institute and the Freeman Spogli Institute for International Studies, the founding Director at the Center on Food Security and the Environment, and Professor of Economics (by courtesy) at Stanford University. She received her B.A. in Economics and Environmental Studies from the University of Colorado, her M.Sc. in Economics from the London School of Economics, and her Ph.D. in applied economics from Stanford University. Her research focuses on policies and practices to improve global food security and protect the environment on land and at sea. She works with her students in many locations around the world. She has been involved in many field-level research projects around the world and has published widely on issues related to intensive crop production, aquaculture and livestock systems, biofuels, climate change, food price volatility, and food policy analysis. In addition to her many peer-reviewed papers, Naylor has published two books on her work: The Evolving Sphere of Food Security (Naylor, ed., 2014), and The Tropical Oil Crops Revolution: Food, Farmers, Fuels, and Forests (Byerlee, Falcon, and Naylor, 2017).

She is a Fellow of the Ecological Society of America, a Pew Marine Fellow, a Leopold Leadership Fellow, a Fellow of the Beijer Institute for Ecological Economics, a member of Sigma Xi, and the co-Chair of the Blue Food Assessment. Naylor serves as the President of the Board of Directors for Aspen Global Change Institute, is a member of the Scientific Advisory Committee for Oceana and is a member of the Forest Advisory Panel for Cargill. At Stanford, Naylor teaches courses on the World Food Economy, Human-Environment Interactions, and Food and Security. 

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Rosamond L. Naylor Speaker
Siwa Msangi Senior Research Fellow Commentator International Food Policy Research Institute
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What should food policy experts understand about future climate and how it will affect food security? What don't we know? What is the right balance between local and global scale investments in adaptation, between targeted adaptations and general resilience, and between climate variability and climate change? How well do current adaptation plans and institutions strike these balances? A discussion will follow led by Fatima Denton, Program Leader for Climate Change Adaptation in Africa (IDRC).

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Professor, Earth System Science
Senior Fellow at the Freeman Spogli Institute for International Studies
Senior Fellow at the Stanford Woods Institute for the Environment
Senior Fellow at the Stanford Institute for Economic Policy Research (SIEPR)
Affiliate, Precourt Institute of Energy
shg_ff1a1284.jpg PhD

David Lobell is the Benjamin M. Page Professor at Stanford University in the Department of Earth System Science and the Gloria and Richard Kushel Director of the Center on Food Security and the Environment. He is also the William Wrigley Senior Fellow at the Stanford Woods Institute for the Environment, and a senior fellow at the Freeman Spogli Institute for International Studies (FSI) and the Stanford Institute for Economic Policy and Research (SIEPR).

Lobell's research focuses on agriculture and food security, specifically on generating and using unique datasets to study rural areas throughout the world. His early research focused on climate change risks and adaptations in cropping systems, and he served on the Intergovernmental Panel on Climate Change (IPCC) Fifth Assessment Report as lead author for the food chapter and core writing team member for the Summary for Policymakers. More recent work has developed new techniques to measure progress on sustainable development goals and study the impacts of climate-smart practices in agriculture. His work has been recognized with various awards, including the Macelwane Medal from the American Geophysical Union (2010), a Macarthur Fellowship (2013), the National Academy of Sciences Prize in Food and Agriculture Sciences (2022) and election to the National Academy of Sciences (2023).

Prior to his Stanford appointment, Lobell was a Lawrence Post-doctoral Fellow at Lawrence Livermore National Laboratory. He holds a PhD in Geological and Environmental Sciences from Stanford University and a Sc.B. in Applied Mathematics from Brown University.

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Fatima Denton Team Leader Commentator Climate Change Adaptation in Africa (ACCA)
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Jennifer Burney
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Fourteen visionary, young trailblazers from around the world — including an astrobiologist, a Middle East peace worker and cultural educator, an Asian elephant specialist, a wastewater engineer, a filmmaker and a science entrepreneur — have been named to the 2011 class of National Geographic Emerging Explorers. Jennifer Burney, a Scripps postdoctoral researcher and FSE fellow helping to understand how changes in cooking habits could have complementary effects on climate change and public health, was named one of them.

The award provides financial support to the research efforts of scientists who are in their early careers. Burney is a University of California President’s Postdoctoral Fellow at Scripps Institution of Oceanography, UC San Diego and is an affiliate of Stanford University's Program on Food Security and the Environment. At Scripps, she is part of a team headed by Professor of Climate and Atmospheric Science Veerabhadran Ramanathan studying the effects of replacing homemade cookstoves in rural India with cleaner-burning alternatives in an effort called Project Surya.

“I love the puzzle of figuring out how to measure something be it with data or instrumentation and Surya by its nature is just a giant web of measurement problems. It’s a really great synergy,” said Burney, who received her doctorate in physics from Stanford University in 2007.

Among Burney’s objectives is to study the links between energy poverty and food and nutrition security and the environmental impacts of food production and consumption. In the case of Project Surya, this will mean helping Ramanathan assess what happens when emissions of soot and other black carbon are substantially reduced in a given area. Ramanathan expects that the experiment will show immediate reduction in the contribution of greenhouse agents from that area. On a large scale, the reduction of such pollution created by use of wood and dung as cooking fuel could have a major mitigative impact on climate change. It could also improve the respiratory health of local residents, who frequently must inhale the smoke from their stoves as they cook in poorly ventilated kitchens.

The Project Surya team is hoping to launch a phase later this year in which cookers are replaced with cleaner stoves in a 10-square-kilometer (four-square-mile) area in India. They will then measure emissions of black carbon via satellite and at ground level with help from local residents.

Burney will separately study the agricultural effects associated with temperature and precipitation changes that could be triggered by the cookstove switch.

“I am really delighted, but not surprised, that Jen got this well deserved honor,” said Ramanathan. “She brings lots of talent and experience to the Surya research. She is an asset.”

Burney said that the award will also support another project she is conducting in West Africa in which she is assessing the feasibility of using solar power to improve irrigation capabilities there.

The Emerging Explorers each receive a $10,000 award to assist with research and to aid further exploration. Burney and the other new Emerging Explorers are introduced in the June 2011 issue of National Geographic magazine, and comprehensive profiles can be found at http://www.nationalgeographic.com/emerging.

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Efforts to anticipate how climate change will affect future food availability can benefit from understanding the impacts of changes to date. Here we show that in the cropping regions and growing seasons of most countries, with the important exception of the United States, temperature trends for 1980-2008 exceeded one standard deviation of historic year-to-year variability. Models that link yields of the four largest commodity crops to weather indicate that global maize and wheat production declined by 3.8% and 5.5%, respectively, compared to a counter-factual without climate trends. For soybeans and rice, winners and losers largely balanced out. Climate trends were large enough in some countries to offset a significant portion of the increases in average yields 16 that arose from technology, CO2 fertilization, and other factors.

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