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Anthropogenic climate change has triggered impacts on natural and human systems world-wide, yet the formal scientific method of detection and attribution has been only insufficiently described. Detection and attribution of impacts of climate change is a fundamentally cross-disciplinary issue, involving concepts, terms, and standards spanning the varied requirements of the various disciplines. Key problems for current assessments include the limited availability of long-term observations, the limited knowledge on processes and mechanisms involved in changing environmental systems, and the widely different concepts applied in the scientific literature. In order to facilitate current and future assessments, this paper describes the current conceptual framework of the field and outlines a number of conceptual challenges. Based on this, it proposes workable cross-disciplinary definitions, concepts, and standards. The paper is specifically intended to serve as a baseline for continued development of a consistent cross-disciplinary framework that will facilitate integrated assessment of the detection and attribution of climate change impacts.

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Climate Change
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Dáithí Stone, Maximilian Auffhammer, Mark Carey, Gerrit Hansen, Christian Huggel, Wolfgang Cramer
David Lobell
David Lobell
Ulf Molau, Andrew Solow, Lourdes Tibig, Gary Yohe
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Effective climate mitigation requires international cooperation, and these global efforts need broad public support to be sustainable over the long run. We provide estimates of public support for different types of climate agreements in France, Germany, the United Kingdom, and the United States. Using data from a large-scale experimental survey, we explore how three key dimensions of global climate cooperation—costs and distribution, participation, and enforcement—affect individuals’ willingness to support these international efforts. We find that design features have significant effects on public support. Specifically, our results indicate that support is higher for global climate agreements that involve lower costs, distribute costs according to prominent fairness principles, encompass more countries, and include a small sanction if a country fails to meet its emissions reduction targets. In contrast to well-documented baseline differences in public support for climate mitigation efforts, opinion responds similarly to changes in climate policy design in all four countries. We also find that the effects of institutional design features can bring about decisive changes in the level of public support for a global climate agreement. Moreover, the results appear consistent with the view that the sensitivity of public support to design features reflects underlying norms of reciprocity and individuals’ beliefs about the potential effectiveness of specific agreements.

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Proceedings of the National Academy of Sciences of the United States of America
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Michael Bechtel
Kenneth F. Scheve
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Jennifer Burney
Jennifer Burney
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A new study published today in the Proceedings of the National Academy of Sciences by FSE researchers finds smallholder irrigation has great potential to reduce hunger, raise incomes, and improve development prospects in an area of the world greatly in need of these advancements.

But even the cheapest pumps can still be prohibitively expensive without financing.

Distributed irrigation systems are those in which the water access (via pump or human power), distribution (furrow, watering can, sprinkler, drip lines, etc.), and use all occur at or near the same location.

These systems have the potential to use water more productively, improve nutritional outcomes and rural development, and narrow the income disparities that permit widespread hunger to persist despite economic advancement.

Only 4 percent of agricultural land in sub-Saharan Africa is currently irrigated. 

"Success stories can be found where distributed systems are used in a cooperative setting, permitting the sharing of knowledge, risk, credit and marketing as we've seen in our solar market garden project in Benin," said lead author Jennifer Burney

Moving forward development communities and sub-Saharan African governments need a better understanding of present water resources and how they will be affected by climate change.

"Farmers need access to financial services—credit and insurance—appropriate for a range of production systems," said co-author Rosamond L. Naylor. "Investments should start at a smaller scale, with thorough project evaluation, before scaling up."

FSE continues to contribute to these evaluations and added eight new villages to our project in Benin last year.

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Walter P. Falcon
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My wife and I are again spending the summer on our farm in Eastern Iowa. I am fourth-generation from land just a mile away, first settled by the Falcon family in 1858. My wife is also fourth-generation, from the farmstead we now own. Our land is a medium-sized corn, soybean, and cow and calf operation in the heart of a very rural Iowa county—though Starbucks is only seven miles away!  Summers here provide a pleasant change from my day job, which is as Farnsworth Professor of International Agricultural Policy at Stanford University.  It helps when teaching agriculture to have one’s feet in the soil.  In 2013, “in the mud” is a more appropriate phrase.

My farm notes from 2012 chronicled the problems of farming during one of Eastern Iowa’s most severe droughts. Because of high temperatures and low rainfall, it was a truly miserable production year for farmers—made only mediocre financially rather than miserable—by the widespread use of crop insurance. Drought affected many states, and last year the national federal subsidies on crop insurance were nearly $15 billion, more than the total that was spent combined on all of the other farm-related programs in the federal Farm Bill. 

But what a difference a year makes. We have gone from one of the very hottest and driest years on record to one of very coldest and wettest. But what a difference a year makes.  We have gone from one of the very hottest and driest years on record to one of very coldest and wettest. For Iowa, it was the wettest spring ever, eclipsing the 1892 record.  The riskiness of farming is something to see in real time; it is also very instructive to listen as farmers talk about coping with uncertainty. Listening to them is not very difficult if one is prepared to invest a bit of time.  In most rural areas, there is typically a restaurant, diner, or some other slightly disreputable place where farmers gather for early morning coffee.  For our group, it is the old limestone store in Waubeek—the limestone having been hauled by horses in 1868 from nearby quarries at Stone City, the historic home of Iowa’s most famous painter, Grant Wood. What have not changed from last year are the watery coffee, the stale cookies, and the energetic exchange of farm tales—mostly true, occasionally coarse, and sometimes more than a little embellished.

As with last year, the talk is about weather—though now the signs have all been reversed.   Last spring it was dry; this spring it was wet. It rained and rained and rained.  During the critical planting period of April, May and June, it rained in significant amounts in our area for 40 days. We received 21 inches in total, as compared with less than 8 inches last year.  Much of it came in torrents, leading to significant erosion, runoff, and flooding. Moreover, the weather was cold.  The local weather station reports that average temperatures for May and June were about 6 degrees cooler than in 2012, which is huge as those kinds of comparisons go. 

Farmers have had plenty of time for morning conversations, since the fields were so wet there was not much else to do.  They commiserated about a lot of things, and here are some of things I heard and learned. Virtually everyone said planting had been delayed at least three weeks beyond the first week in May, the date most think is their optimal planting time.  Perhaps a quarter said that the delays were so bad that they were shifting some fields from corn to soybeans, since the latter typically do better than corn if planted in June.  Everyone spoke of having fields with low spots that would simply go unplanted, or if planted, were flooded out with zero yields expected.  (And everyone was checking the fine print of their crop insurance policies to determine coverage for land that could not be planted due to weather, so-called “prevented” acres.)

The temperatures were so cool that corn seeds often lay in the ground and rotted or only germinated partially.  They talked about the merits of re-planting—the costly process of “tearing out” what had already been planted to replace it with new seed.  The calculus of that decision is complicated, since it involves further delays in the crop cycle and, at a minimum, the cost of new seed and tractor fuel. New corn hybrids cost up to $100 per acre, depending on the special traits that have been stacked into the seeds, thus putting seed costs on par with those of nitrogen fertilizer.  All farmers grow genetically modified corn, and those who initially had paid extra for the more expensive, drought-resistant seed seemed more resigned—“the cost of doing business”—than angry.

There was also great concern about fertilization this year.  Agronomists have been urging farmers to put nitrogen into the ground (called side-dressing) when plants needed the nutrient, rather than prior to planting, to help prevent nitrogen losses due to runoff or into the atmosphere and groundwater.  My neighbors know that nitrogen runoff is a problem, but as one put it, “this year we are screwed; because of the rain, we can’t get back into the fields with supplemental nitrogen.”

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The number of rainy days was totally frustrating for livestock farmers as well, most of whom also grow alfalfa for forage.  There was barely a sequence of dry days long enough to make hay.  The quality of the alfalfa diminished, as it grew tall and coarse. On our farm, we actually baled hay on the 4th of July. The lateness of this first cutting will mean the loss of at least one, and possibly two, later cuttings. The latter, of course, are the most valuable in terms of quality and price per bale.

The 4th is also the traditional benchmarking date for the corn crop.  Historically, corn was supposed to be “knee high by the 4th.”  But with new varieties of seed and early planting dates, corn is typically shoulder high. In 2013, however, it really was knee high and looking puny and yellowish.  The 4th is traditionally also the start of the season for sweet corn—the best in the world!  But it too was delayed by more than two weeks.  The bit of good news is that the Japanese beetles, a fierce pest in 2011 and 2012 to both soybeans and home gardens, have yet to appear.

The flooding that accompanied the rain was huge. Iowa expects to lose substantial acres of corn because of flooded fields.  Almost every farmer I know was affected in some way or another.  The week after we arrived from California, for example, we had two severe storm warnings and one tornado warning in the first four days.  The tornado blew around us, but the latter of the storms came in torrents. With the rivers running high, and with the soils saturated, flash floods happen almost instantaneously, as we experienced first-hand.  Our large permanent pasture, summer home for the red Angus cow and calf herd, contains a medium sized creek.  It quickly overflowed flooding the entire pasture.  The cows and calves were understandably unhappy, bawling loudly and persistently, thereby triggering a 5 am rodeo in the rain as they got moved to the barn on higher ground.  (Rodeos in the rain are not fun, however glamorous and intriguing the thought may be. There is always one calf….) But it was a good thing the move was made.  For later in the morning, we saw that the flood had taken out 50 yards of fence, thus opening the pasture up to the adjacent highway.  And for those interested, repairing creek fences is not a whole lot of fun either.

That same storm had countywide effects as well.  The Linn County Fair was to open on June 26th, and unfortunately the fair grounds sit alongside the good-sized Wapsipinicon River.  The storm had pelted areas upstream and the river was rising rapidly. There was a decision to be made.  National and local weather service models projected a crest of 25 feet, which would mean four feet of water in the grandstand, and a small lake where the exhibits were to be.  The fair was called off, and that is a BIG decision for a rural area. It affected almost every farm family, especially the farm boys and girls who had spent literally a year preparing their 4-H and F.F.A. (Future Farmers) projects—from livestock to sewing—for the competition. Everyone then waited in gloom for the fairground to flood.  But it didn’t!  The fair had been canceled for naught.

The forecasters had missed the river crest, and missed badly. What was estimated at 25 feet, turned out in fact to be 14.95 feet. Everyone thought that a miss by one foot was understandable, but that a miss by ten feet was sheer incompetence!  They were relieved that the flood had passed, and bore no ill will against the fair committee.  But the coffee conversations the next few days were blue about government forecasters.  I cringed, given my day job, when one of my neighbors said, “those weather guys are even worse than the damned economists.”   And that comment then triggered a lengthy conversation about the Department of Agriculture (USDA) forecasts for the size of the new (2013) corn crop.

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Despite the wetness in the Midwest, the USDA at the time was predicting a record corn harvest for 2013.  Farmers, who tend to be a bit myopic and to see and think the whole world is like their county, simply didn’t believe the numbers—neither the area nor the yield forecasts.  Those estimates of a big crop were helping to drive prices for the 2013 crop down to about $5 per bushel for corn, relative to the $7 per bushel farmers had received during 2012 and the early months of 2013.  Several of them argued that it was a deliberate attempt by the government to drive down prices. I suggested that it wasn’t what the government thought, but what markets believed that was important.  But they had a point, because the markets couldn’t figure out the estimates either, with a great deal of day-to-day variation in prices based on weather assumptions, both in the U.S. and in China.

At last the rains finally broke and there was a week of dry weather.  What happened in the countryside then was nothing short of amazing. Farmers, typically with help from their spouses and extended families, worked 24/7.  Tractors, with lights, comfort cabs, and sophisticated GPS systems to do virtually all of the steering, pulled 16- or even 24-row planters; they were everywhere one looked. So much planting took place in those few days that fertilizer dealers were overwhelmed by the logistics of moving sufficient quantities of starter fertilizer into the countryside. During that one week alone, 56 per cent of Iowa’s entire corn crop was planted!

These notes are being written in real time, and what this year’s harvest will bring eventually is now anyone’s guess.  At a minimum, the harvest will be late, which means that an early frost could be a very serious problem.  Farmers now are beginning also to worry about late-season precipitation. (My wife is convinced that we have had our rain for the season, and that from now on we will see drought.) Farmers are not an optimistic lot when it comes to forecasting weather! But at this point in the season, most of farming is waiting.

My clearest conclusions from the last two years are about risk.  Farmers and farming communities face lots of it, and in almost every direction they turn.  (I smile inwardly every time I am told by neighbors, “I don’t see how you can live in California with all those earthquakes!”) Modern corn-belt agriculture is complicated, capital-intensive, and uncertain. That is why federal crop insurance is already such a key element in the new Farm Bill, and likely to become even more so in the context of future climate variability and change.  Finally, anyone who believes that farming is done by those who can’t do anything else, or that farms are quiet, idyllic places, ought really to spend a summer on an Iowa farm. 

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Sharon Gourdji
Sharon Gourdji
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Climate change is already affecting crop production around the world through rising temperatures, changes in rainfall patterns and increasing CO2 in the atmosphere. A new Stanford study published June 14 in Environmental Research Letters examines extreme heat effects on crops during the flowering period and finds the world's staple crops are increasingly at risk.

We are beginning to see exposure to reproductive extreme heat for wheat in Central & South Asia and for rice in South Asia. Maize (corn) harvested area exposed to extreme heat is projected to grow from 15% in the 2000s to 44% by 2050. By 2050, all crops will see increased exposure, especially in tropical areas. For rice, the primary growing areas in South, Southeast and East Asia will become increasingly risky, whereas for wheat, Russia, Central Asia, and the Middle East will continue to be problematic.

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Long-term warming trends across the globe have shifted the distribution of temperature variability, such that what was once classified as extreme heat relative to local mean conditions has become more common. This is also true for agricultural regions, where exposure to extreme heat, particularly during key growth phases such as the reproductive period, can severely damage crop production in ways that are not captured by most crop models. Here, we analyze exposure of crops to physiologically critical temperatures in the reproductive stage (Tcrit), across the global harvested areas of maize, rice, soybean and wheat. Trends for the 1980–2011 period show a relatively weak correspondence (r = 0.19) between mean growing season temperature and Tcritexposure trends, emphasizing the importance of separate analyses for Tcrit. Increasing Tcrit exposure in the past few decades is apparent for wheat in Central and South Asia and South America, and for maize in many diverse locations across the globe. Maize had the highest percentage (15%) of global harvested area exposed to at least five reproductive days over Tcrit in the 2000s, although this value is somewhat sensitive to the exact temperature used for the threshold. While there was relatively little sustained exposure to reproductive days over Tcrit for the other crops in the past few decades, all show increases with future warming. Using projections from climate models we estimate that by the 2030s, 31, 16, and 11% respectively of maize, rice, and wheat global harvested area will be exposed to at least five reproductive days over Tcrit in a typical year, with soybean much less affected. Both maize and rice exhibit non-linear increases with time, with total area exposed for rice projected to grow from 8% in the 2000s to 27% by the 2050s, and maize from 15 to 44% over the same period. While faster development should lead to earlier flowering, which would reduce reproductive extreme heat exposure for wheat on a global basis, this would have little impact for the other crops. Therefore, regardless of the impact of other global change factors (such as increasing atmospheric CO2), reproductive extreme heat exposure will pose risks for global crop production without adaptive measures such as changes in sowing dates, crop and variety switching, expansion of irrigation, and agricultural expansion into cooler areas.

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Environmental Research Letters
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Sharon Gourdji
Sharon Gourdji
Adam Sibley
Adam Sibley
David Lobell
David Lobell
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Ashley Dean
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The Sustainability Science Award Subcommittee was unanimous in its recommendation that the Seeds of Sustainability team of authors (which included seven FSE affiliates) receive this year's award, citing the following:
Seeds of Sustainability tackles a central challenge of sustainable development: agricultural modernization. It is cutting edge not because the issue itself is new, but rather the level of integration the authors attempted and the innovative process they used. The volume summarizes the findings and reflects on the process of a highly interdisciplinary team of researchers, integrating perspectives from: biogeochemistry, atmospheric sciences, land-use change, institutions, agronomy, economics, and knowledge systems. The foundation of the work is rigorous, grounding its findings in multiple peer reviewed publications, while not hesitating to point out gaps or unresolved issues. Seeds of Sustainability includes an in depth historical analysis, which captures issues of path dependence. It demonstrates both originality and critical reflectiveness in its efforts to engage practitioners in the conceptualization and execution of its research, and the implementation of its findings. And almost uniquely in our collective experience, it speaks seriously, frankly, and insightfully to the challenges of institutionalizing the sort of work it reports on.
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Previous estimates of the land area available for future cropland expansion relied on global-scale climate, soil and terrain data. They did not include a range of constraints and tradeoffs associated with land conversion. As a result, estimates of the global land reserve have been high. Here we adjust these estimates for the aforementioned constraints and tradeoffs. We define potentially available cropland as the moderately to highly productive land that could be used in the coming years for rainfed farming, with low to moderate capital investments, and that is not under intact mature forests, legally protected, or already intensively managed. This productive land is underutilized rather than unused as it has ecological or social functions. We also define potentially available cropland that accounts for trade-offs between gains in agricultural production and losses in ecosystem and social services from intensified agriculture, to include only the potentially available cropland that would entail low ecological and social costs with conversion to cropland. In contrast to previous studies, we adopt a “bottom-up” approach by analyzing detailed, fine scale observations with expert knowledge for six countries or regions that are often assumed to include most of potentially available cropland. We conclude first that there is substantially less potential additional cropland than is generally assumed once constraints and trade offs are taken into account, and secondly that converting land is always associated with significant social and ecological costs. Future expansion of agricultural production will encounter a complex landscape of competing demands and tradeoffs.

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Global Environmental Change
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Eric Lambin
Eric Lambin
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Rob Jordan
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Stanford scientists joined colleagues in presenting California Gov. Jerry Brown on Thursday with a consensus statement sounding the alarm on climate change and urging action on pollution, population growth, overconsumption and other global environmental challenges.

The document, which was signed by 520 scientists from 44 countries, warns that Earth is rapidly approaching a tipping point, and if nothing changes, "we will suffer substantial degradation."

Forty-eight Stanford scientists endorsed the statement. Rosamond L. Naylor, director of the Center on Food Security and the Environment, was one of eight faculty members who helped draft the statement.

"By the time today's children reach middle age, it is extremely likely that Earth's life-support systems, critical for human prosperity and existence, will be irretrievably damaged by the magnitude, global extent and combination of these human-caused environmental stressors, unless we take concrete, immediate actions to ensure a sustainable, high-quality future," the scientists write in a summary of the statement.

Before receiving the statement, Brown said it's important that scientists communicate clearly to the public.

"We're in a war here in the contest of ideas," he said. "You have to reach people who are skeptical, disinterested and maybe even somewhat hostile."

Later, he urged those who support the statement to spread its message.

"You have to become missionaries," the governor said.

The statement, "Maintaining Humanity's Life Support System in the 21st Century," offers broad-brush solutions for challenges including climate change, loss of eco-diversity, extinctions, pollution, population growth and overconsumption of resources.

"It's important to start fixing these problems today – not next week, next year or next decade," the statement's lead author, Anthony Barnosky, a University of California-Berkeley integrative biology professor and Cox Visiting Professor in Stanford's Department of Environmental Earth System Science, said before the event. "We want to deliver this message to every world leader in government, business, religious institutions and people in all walks of life. These are big problems, but they are fixable."

Among the scientists who joined Barnosky on the stage when he presented the statement to Brown were Stanford Woods Institute Senior Fellows Rodolfo Dirzo, Paul Ehrlich, Elizabeth Hadly and Stephen Palumbi, as well as Anne Ehrlich, a senior research scientist in Stanford's Biology Department.

"This statement deciphers decades of science describing how humans have radically changed the planet," said Hadly, one of 23 senior fellows at the Stanford Woods Institute for the Environment who signed the statement. "I hope it helps policymakers of California and the world practice effective global stewardship."

Among the statement's recommendations:

  • Replace fossil fuels with carbon-neutral energy sources such as solar, wind and biofuels
  • Promote energy-efficient buildings, transportation and manufacturing systems
  • Plan adaptation measures for climatic impacts such as sea-level rise
  • Recognize the long-term economic benefits and intangible gains that accrue from protecting natural ecosystems, and act accordingly in dealing with pressures such as overfishing
  • Improve the efficiency of food production and distribution
  • Slow and eventually stop world population growth by ensuring access to education, economic opportunities and health care, including family planning services, with a special focus on women's rights

The effort grew out of a conversation between Brown and Barnosky, lead author of a 2012 paper warning that Earth is approaching a tipping point beyond which the planet's climate and biodiversity will be radically and unalterably changed beyond anything humanity has known.

"Governor Brown asked me last year why, if global change is such a big deal, scientists are just publishing in scientific journals and not translating their findings into terms that policymakers, industry and the general public can understand and start to address," Barnosky said.

"In 30 years, there are a few things that people will credit us for doing now or bemoan our failure if we don't," said statement co-author Stephen Palumbi, a professor of biology at Stanford and director of the university's Hopkins Marine Station. "Grappling with climate change, and stopping it, is the best gift we can give the future, because unstopped it will crack our society and impoverish our children."

The statement's signers include two Nobel Prize winners and dozens of members of national academies of science around the world.

In addition to Naylor, the other Stanford faculty who helped write the document were Gretchen Daily, Rodolfo Dirzo, Anne Ehrlich, Paul Ehrlich, Elizabeth Hadly, Harold A. Mooney, and Stephen Palumbi.

The 40 other Stanford faculty members who signed the statement are Kenneth J. Arrow, Khalid Aziz, Sally Benson, Carol Boggs, Meg Caldwell, Page Chamberlain, Craig Criddle, Larry Crowder, Lisa Curran, Giulio De Leo, Rob Dunbar, Marcus Feldman, Scott Fendorf, Tad Fukami, Christopher Gardner, Deborah Gordon, Phil Hanawalt, Craig Heller, Martin Hellman, Jamie Jones, Pat Jones, Donald Kennedy, Julie Kennedy, Jeffrey R. Koseff, Eric Lambin, Stephen Luby, Gil Masters, Perry McCarty, Sue McConnell, Michael McGehee, Fiorenza Micheli, Jonathan Payne, Kabir Peay, Dmitri Petrov, Erica Plambeck, Terry Root, Ross Shachter, Robert Street, Peter Vitousek and Charley Yanofsky.

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Sharon Gourdji
Sharon Gourdji
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Sharon Gourdji spent three months this winter down in Colombia at the International Center for Tropical Agriculture (CIAT) as a Fulbright Scholar studying climate impacts on bean production in Central America and adaptation options. During her stay she led a series of Decision and Policy Analysis workshops focused on climate data sources and crop statistical models.
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