Paragraphs

One of the greatest challenges in monitoring food security is to provide reliable crop yield information that is temporally consistent and spatially scalable. An ideal yield dataset would not only extend globally and across multiple years, but would also have enough spatial granularity to characterize productivity at the field and subfield level. Rapid increases in satellite data acquisition and platforms such as Google Earth Engine that can efficiently access and process vast archives of new and historical data offer an opportunity to map yields globally, but require efficient and robust algorithms to combine various data streams into yield estimates. We recently introduced a Scalable satellite-based Crop Yield Mapper (SCYM) that combines crop models simulations with imagery and weather data to generate 30 m resolution yield estimates without the need for ground calibration. In this study, we tested new large-scale implementations of SCYM, focusing on three regions with varying crops, field sizes and landscape heterogeneity: maize in the U.S. corn belt (390,000 km2), maize in Southern Zambia (86,000 km2), and wheat in northern India (450,000 km2). As a benchmark, we also tested a simpler empirical approach (PEAKVI) that relates yield to the peak value of a time series of spatially aggregated vegetation indices, similar to methods used in current operational monitoring. Both SCYM and PEAKVI were applied to data from all Landsat's sensors and MODIS for more than a decade in each region, and evaluated against ground-based estimates at the finest available administrative level (e.g., counties in the U.S.). We found consistently high correlations (R2 ≥ 0.5) between the spatial pattern of ground- and satellite-based estimates in both U.S. maize and India wheat, with small differences between methods and source of satellite data. In the U.S., SCYM outperformed PEAKVI in tracking temporal yield variations, likely owing to its explicit consideration of weather. In India, both methods failed to track temporal yield changes, with various possible explanations discussed. In Zambia, the PEAKVI approach applied to MODIS tracked yield variations much better (R2 > 0.5) than any other yield estimate, likely because the frequent cloud cover in this region confounds the other approaches. Overall, this study demonstrates successful approaches to yield estimation in each region, and illustrates the importance of distinguishing between accuracy for spatial and temporal variation. The 30 m resolution of Landsat-based SCYM does not appear to offer large benefits for tracking aggregate yields, but enables finer scale analyses than possible with the other approaches.

 

 

All Publications button
1
Publication Type
Journal Articles
Publication Date
Journal Publisher
Remote Sensing of Environment
Authors
George Azzari
David Lobell
Authors
Esha Zaveri
News Type
News
Date
Paragraphs

Since the 1960s, India’s groundwater irrigation has increased dramatically, playing an important role in its economy and people’s lives — supporting livelihoods of over 26 crore farmers and agricultural labourers who grow over a third of India’s foodgrains. These benefits, however, have come at the cost of increased pressure on groundwater reserves. 

India is the world’s largest user of groundwater and, since the 1980s, its groundwater levels have been dropping. The severity of the problem is particularly acute in the northwest, where levels have plunged from 8m below ground to 16m, so that water needs to be pumped from even greater depths. Worse yet, much of this is non-renewable since recharge rates are less than extraction rates and replenishing this resource can take thousands of years. 

This won’t last 

Using up such “fossil” groundwater is unsustainable. Moreover, the future of monsoon rainfall remains uncertain; while some climate models predict an increase, others forecast a weakening monsoon, although changes in monsoon variability are already underway and will continue into the future. Historical records show the number of dry spells and the intensity of wet spells have risen over the past 50 years. As climate change alters the monsoon, the large stresses on India’s groundwater resources may increase.

Please go to The Hindu Buisness Line to read the entire article.

Hero Image
All News button
1
Paragraphs

India is one of the world's largest food producers, making the sustainability of its agricultural system of global significance. Groundwater irrigation underpins India's agriculture, currently boosting crop production by enough to feed 170 million people. Groundwater overexploitation has led to drastic declines in groundwater levels, threatening to push this vital resource out of reach for millions of small-scale farmers who are the backbone of India's food security. Historically, losing access to groundwater has decreased agricultural production and increased poverty. We take a multidisciplinary approach to assess climate change challenges facing India's agricultural system, and to assess the effectiveness of large-scale water infrastructure projects designed to meet these challenges. We find that even in areas that experience climate change induced precipitation increases, expansion of irrigated agriculture will require increasing amounts of unsustainable groundwater. The large proposed national river linking project has limited capacity to alleviate groundwater stress. Thus, without intervention, poverty and food insecurity in rural India is likely to worsen.

 

All Publications button
1
Publication Type
Journal Articles
Publication Date
Journal Publisher
Environmental Research Letters
Authors
Esha Zaveri
Danielle S Grogan
Karen Fisher-Vanden
Steve Frolking
Richard B Lammers
Douglas H Wrenn
Alexander Prusevich
Robert E Nicholas
Paragraphs
  • We explored the potential to colocate solar installations and agriculture.
  • Water use at solar installations are similar to amounts required for desert plants.
  • Co-located systems are economically viable in some areas.
  • Colocation can maximize land and water use efficiency in drylands.

Solar energy installations in arid and semi-arid regions are rapidly increasing due to technological advances and policy support. Although solar energy provides several benefits such as reduction of greenhouse gases, reclamation of degraded land, and improved quality of life in developing countries, the deployment of large-scale renewable energy infrastructure may negatively impact land and water resources. Meeting the ever-expanding energy demand with limited land and water resources in the context of increasing demand for alternative uses such as agricultural and domestic consumption is a major challenge. The goal of this study was to explore opportunities to colocate solar infrastructures and agricultural crops to maximize the efficiency of land and water use. We investigated the energy inputs/outputs, water use, greenhouse gas emissions, and economics of solar installations in northwestern India in comparison to aloe vera cultivation, another widely promoted and economically important land use in these systems. The life cycle analyses show that the colocated systems are economically viable in some rural areas and may provide opportunities for rural electrification and stimulate economic growth. The water inputs for cleaning solar panels are similar to amounts required for annual aloe productivity, suggesting the possibility of integrating the two systems to maximize land and water use efficiency. A life cycle analysis of a hypothetical colocation indicated higher returns per m3 of water used than either system alone. The northwestern region of India has experienced high population growth in the past decade, creating additional demand for land and water resources. In these water-limited areas, coupled solar infrastructure and agriculture could be established in marginal lands with low water use, thus minimizing the socioeconomic and environmental issues resulting from cultivation of economically important non-food crops (e.g., aloe) in prime agricultural lands.

 

All Publications button
1
Publication Type
Journal Articles
Publication Date
Journal Publisher
Applied Energy
Authors
Sujith Ravi
Jordan Macknick
David Lobell
Christopher B. Field
Karthik Ganesan
Rishabh Jain
Michael Elchinger
Blaise Stoltenberg

The project is supported under the NSF Science, Engineering and Education for Sustainability Fellows (SEES Fellows) program, with the goal of helping to enable discoveries needed to inform actions that lead to environmental, energy and societal sustainability while creating the necessary workforce to address these challenges. Sustainability science is an emerging field that addresses the challenges of meeting human needs without harm to the environment, and without sacrificing the ability of future generations to meet their needs.

Authors
Laura Seaman
News Type
News
Date
Paragraphs

 

Has the global food price bubble  burst, and if so, does it matter? In the first installment of FSE's new Food and Nutrition Policy Symposium Series, Professor Thomas Hertel of Purdue University and Professor Johann Swinnen of Leuven University outlined global trends in the cost of food, and explained how a drop in prices after the food price shocks of 2007-2008 might affect global politics and economics.

What drives food prices?

As population growth and rising incomes put pressure on the global food supply, many scholars consider high food costs to be the "new normal," especially following the food price shocks of 2007-2008. Professor Thomas Hertel challenged this view, saying that "To look forward 45 years, you have to look back 45 years" at what factors actually impact food prices.

Prices for many food commodities fell between 1961 and 2006, despite strong population and income growth, because the world was able to triple crop production during the same period. Since the recent price spikes, the "food price bubble" seems to have burst, with prices falling steadily since 2009.

Although population will continue to grow over the next several decades, the rate of growth is slowing worldwide and is mostly concentrated in developing countries, where per capita purchasing power is relatively low. This minimizes the pressure that population growth puts on the global food supply.

Economic factors may be more influential. "For the first time in history," Hertel said, "income will surpass population as a driver of global food demand." As countries move up the income scale, they consume richer diets of input-intensive products like meat, dairy and processed foods.

Energy prices also influence global food costs. As oil and gas prices rise, demand grows for alternative fuels like ethanol. Half of the increase in corn production over the past several decades came from the growing demand for ethanol, which was fueled by government mandates and which drove up the global price of corn. These mandates have been rolled back in recent years, however, and demand growth for biofuels has waned.

Hertel added that issues around climate change, urbanization, water supply, food waste and deforestation may also impact global food prices in the future.

Many scholars point to crop yields as a way to close the gap between food supply and demand and keep prices low. But Hertel cautioned that scientists and policymakers may be constrained by technical and economic limits.

To further increase yields "is a bigger job than simply doing some more science in the lab," Hertel said. But he noted with optimism that new investments in research and development have risen sharply from both the public and private sector, particularly in countries like China, India and Brazil where food security is a pressing issue. 

Impacts of the food price bubble

Professor Johann Swinnen explained that if the food price bubble has in fact burst, the next several years are likely to bring a shift in the politics and economics of global food issues.

The recent bubble coincided with an increase in both policy attention and donor funding to combat food insecurity - a focus that has benefitted both farmers and consumers, but that could wane as prices fall.

While the high prices of 2007-2008 benefited farmers, they in turn hurt low-income consumers in urban areas. And because people in high-density areas find it easier to organize and voice their concerns over government policies, they are more likely to capture media attention.

This "urban bias," as Swinnen described it, influenced policymakers to respond to the heavy media coverage. His team found that after 2007, agricultural funding from the World Bank, United Nations Food and Agriculture Organization (FAO) and the International Maize and Wheat Improvement Center (CIMMYT) all rose sharply. The percentage of global development aid targeted toward agriculture also grew.

Swinnen described the social and political conditions of 2007-2008 as a "perfect storm" that shifted the attention of policymakers toward global food security investments. Paradoxically, Swinnen explained, this policy response to urban unrest over food prices ultimately benefitted both rural and urban populations, by boosting agricultural investments for food producers while also helping lower costs for consumers.

 The Food and Nutrition Policy Symposium Series will run for three years and will consist of a total of ten lectures spanning a wide range of issues around global food and nutrition policy. It is funded by Zachary Nelson, '84 and Elizabeth Horn. The series follows on the successful two-year Global Food Policy and Food Security Symposium Series which concluded in May 2013 and was funded by the Bill and Melinda Gates Foundation.

All News button
1
Date Label
Authors
Laura Seaman
News Type
News
Date
Paragraphs

Corn yields in the central United States have become more sensitive to drought conditions in the past two decades, according to a new study in the journal Science from a team led FSE associate director David Lobell.

"The Corn Belt is phenomenally productive," Lobell said, referring to the region of Midwestern states where much of the country's corn is grown. "But in the past two decades we saw very small yield gains in non-irrigated corn under the hottest conditions. This suggests farmers may be pushing the limits of what's possible under these conditions."

He predicted that at current levels of temperature sensitivity, crops could lose 15 percent of their yield within 50 years, or as much as 30 percent if crops continue the trend of becoming more sensitive over time.

As Lobell explained, the quest to maximize crop yields has been a driving force behind agricultural research as the world's population grows and climate change puts pressure on global food production. One big challenge for climate science is whether crops can adapt to climate change by becoming less sensitive to hotter and drier weather.

"The data clearly indicate that drought stress for corn and soy comes partly from low rain, but even more so from hot and dry air. Plants have to trade water to get carbon from the air to grow, and the terms of that trade become much less favorable when it's hot," said Lobell, also the lead author for a chapter in the U.N. Intergovernmental Panel on Climate Change (IPCC) Fifth Assessment Report, which details a consensus view on the current state and fate of the world's climate.

Rain, temperature, humidity

The United States produces 40 percent of the world's corn, mostly in Iowa, Illinois, and Indiana. As more than 80 percent of U.S. agricultural land relies on natural rainfall rather than irrigation, corn farmers in these regions depend on precipitation, air temperature and humidity for optimal plant growth.

According to the research, over the last few decades, corn in the United States has been modified with new traits, like more effective roots that better access water and built-in pest resistance to protect against soil insects. These traits allow farmers to plant seeds closer together in a field, and have helped farmers steadily raise yields in typical years.

But in drought conditions, densely planted corn can suffer higher stress and produce lower yields. In contrast, soybeans have not been planted more densely in recent decades and show no signs of increased sensitivity to drought, the report noted.

Drought conditions are expected to become even more challenging as temperatures continue to rise throughout the 21st century, the researchers said.

Lobell said, "Recent yield progress is overall a good news story. But because farm yields are improving fastest in favorable weather, the stakes for having such weather are rising. In other words, the negative impacts of hot and dry weather are rising at the same time that climate change is expected to bring more such weather."

Extensive data

Lobell's team examined an unprecedented amount of detailed field data from more than 1 million USDA crop insurance records between 1995 and 2012.

"The idea was pretty simple," he said. "We determined which conditions really matter for corn and soy yields, and then tracked how farmers were doing at different levels of these conditions over time. But to do that well, you really need a lot of data, and this dataset was a beauty."

Lobell said he hopes that the research can help inform researchers and policymakers so they can make better decisions.

"I think it's exciting that data like this now exist to see what's actually happening in fields. By taking advantage of this data, we can learn a lot fairly quickly," he said. "Of course, our hope is to improve the situation. But these results challenge the idea that U.S. agriculture will just easily adapt to climate changes because we invest a lot and are really high-tech."

Lobell and colleagues are also looking at ways crops may perform better under increasingly hot conditions. "But I wouldn't expect any miracles," he said. "It will take targeted efforts, and even then gains could be modest. There's only so much a plant can do when it is hot and dry."

This animation shows the increasing sensitivity of U.S. corn to drought over time. Animation by Carlo Di Bonito.

All News button
1
Paragraphs

Frontiers in Food Policy: Perspectives on sub-Saharan Africa is a compilation of research stemming from the Global Food Policy and Food Security Symposium Series, hosted by the Center on Food Security and the Environment at Stanford University and funded by the Bill and Melinda Gates Foundation. The series, and this volume, have brought the world's leading policy experts in the fields of food and agricultural development together for a comprehensive dialogue on pro-poor growth and food security policy. Participants and contributing authors have addressed the major themes of hunger and rural poverty, agricultural productivity, resource and climate constraints on agriculture, and food and agriculture policy, with a focus on sub-Saharan Africa.

All Publications button
1
Publication Type
Books
Publication Date
Journal Publisher
Stanford Center on Food Security and the Environment
Authors
Walter P. Falcon
Walter P. Falcon
Rosamond L. Naylor
Rosamond L. Naylor
Number
978-1497516557
Authors
Brooke Donald
News Type
News
Date
Paragraphs

America may have legitimate competitive reasons to worry about the number of computer science and engineering graduates from elite Chinese and Indian universities – the figure dwarfs that of U.S. students with similar degrees.

But a new book by Stanford researchers and others says that the concern that these countries will develop their own centers of high-tech production and innovation and draw research, development and scholarship away from American shores is still premature.

The research, a multidisciplinary look at the growth of higher education in the world's four largest developing economies – Brazil, Russia, India and China (known collectively as the BRICs) – analyzes the quality of institutions, the quantity of people getting degrees and equal access to education.

The book, University Expansion in a Changing Global Economy: Triumph of the BRICS?, is published by Stanford University Press.

"In the past 20 years, university systems in these big countries have just exploded," said Martin Carnoy, a Stanford professor of education and one of the authors. Carnoy is also an affilate of the Center on Democracy, Development, and the Rule of Law at the Freeman Spogli Institute for International Studies.

"So the questions are why did it happen and what are the implications? And specifically, what are the implications for the U.S. if the market is flooded with new scientists and engineers? Are we going to be overwhelmed? What happens to their societies if all the energy is focused on elite institutions," Carnoy said.

The researchers approached their questions with the belief that societies, and governments, can be judged by the way they invest in and organize their public higher education systems.

For example, how well these countries create a labor force that is competitive in the information age depends on the quality of higher education. Whether people have equal chances to succeed relies on having colleges that are accessible to even the poorest students. And how effectively a country expands its university system may determine how successful it is at growing a robust economy and competing with the United States and Europe, the scholars argue.

"If you have economic growth and provide educational opportunities, you're perceived as a legitimate, successful government," Carnoy said. "So our theory was, if you can pull this off, if you can successfully expand your university systems, you are likely a pretty efficient government."

BRIC undergraduate education increased from about 19 million students in 2000 to more than 40 million students in 2010. The largest increase was in China, which went from less than 3 million to almost 12 million bachelor's degree students during that period, the study says.

Financing elite schools

The study found that BRIC countries are pouring money into their elite colleges in an effort to create world-class institutions and have their graduates compete with the United States and Europe.

Researchers say the elite colleges are much better for the focused investment, and the engineers and computer scientists are graduating with similar competency and training as those from developed countries.

But the mass institutions are receiving fewer resources, the study says, and that's where most of the students go. In 2009, 2.1 million of the 2.5 million total bachelor's graduates in China matriculated from mass institutions, not elite ones. In India, it was 2.2 million of 2.3 million.

Students read college application forms for admission to undergraduate courses at Delhi University in New Delhi, India. Delhi University has over 300,000 students and is one of the largest universities in the world.

This widening funding gap between top schools and mass institutions has broad implications, the scholars argue. The gap has the potential to slow economic growth domestically, deepen income inequality and create less social mobility.

Students who go to the mass institutions aren't getting high quality, competitive educational experiences, the study says, and many of the students also get stuck with big bills as funding assistance is directed toward the elite universities.

"What happens, then, is they are doing a good job of educating students at the elite levels, but they are not doing a good job of educating students at the non-elite levels who are also fundamental for the economy," said Prashant Loyalka, a research fellow at FSI and one of the study's authors.

In absolute terms, the sheer numbers of students graduating from elite institutions in computer science and engineering majors in these countries is also high. In China, for example, the total number of computer science and engineering graduates from elite universities is more than the total number of such graduates from the United States.

But sustaining and building innovation hubs requires more than the elite, the researchers said. The engine of these new economies is the rest of the population – those that attend mass institutions.

"In the United States, we have relied on competent second-tier engineers. They are the guts of our system. We need good students in all fields in these second-tier universities because the top-tier universities just don't produce that many graduates. They simply don't," Carnoy said.

He warned that this redistribution of funds away from second-tier institutions is a concern in the United States as well. "To an extent the BRICs have to do it, because they don't have enough resources to go around. But do we have to do it? The answer is probably no. It certainly should be no," Carnoy said.

The research is one of the first empirical and comparative looks at the higher education systems across these countries, and relied on in-country interviews, surveys, data analysis and classroom observation.

Report card

Overall, the researchers found that significant challenges remain as these countries march toward creating universities that can rank alongside those in the United States and Europe.

China, the scholars said, is doing pretty well, but Russia and Brazil are question marks.

"Russia has provided the vast majority of its people with a high level of education, but it has lagged in terms of putting money into research," Loyalka said. "Brazil has a high-level of graduate education and research at its top-tier public institutions, and these institutions are receiving a lot of support. However, the vast majority of students attend private institutions, which are, on average, of dubious quality."

India, Loyalka noted, was surprising. Despite its very good technical universities, he said, "you have a small proportion of Indians going to those, and the mass institutions are of really poor quality."

"The higher education system in India does not appear to be well organized," Loyalka said.

Among other recommendations, the researchers said India should increase its graduate education and, along with Russia, increase spending on research.

The project began in 2007 as an interdisciplinary venture supported by FSI, and incorporated scholars in economics and international comparative education at Stanford Graduate School of Education, FSI and universities in Moscow and Beijing.

Several articles focusing on different aspects of the review also have been published over the past year. The most recent, which appears in the July/August issue of the journal Change, highlights the research on quality and quantity of graduates in engineering and computer science from the four countries.

Besides Carnoy and Loyalka, the scholars involved in the project include Maria Dobryakova, a research associate and the director for portals at the Center for Monitoring Quality Education at the Higher School of Economics in Moscow; Rafiq Dossani, a senior economist at RAND Corp. and former senior research scholar at Stanford's Shorenstein Asia-Pacific Research Center at the Freeman Spogli Institute; Isak Froumin, a mathematician and director of the Institute for Educational Studies at the National Research University Higher School of Economics in Moscow; Katherine Kuhns, who received her PhD in the International and Comparative Education Program at Stanford Graduate School of Education; Jandhyala B. G. Tilak, a professor at the National University of Educational Planning and Administration in New Delhi, India; and Rong Wang, director and professor of the China Institute for Educational Finance Research at Peking University.

Brooke Donald is the social sciences writer at the Stanford News Service.

All News button
1
Subscribe to India