October 12, 2011· Big data mined in the dirt and the cloud · Resistance to Bt pesticide identified · Farmers’ Almanac, folksy meets future · The real promise of advanced biofuels · Hong Kong rooftops abuzz with honey Big data mined in the dirt and the cloud(The New York Times) – Big data, the term for scanning loads of information for possibly profitable patterns, is a growing sector of corporate technology. Mostly people think in terms of online behavior, like mouse clicks, LinkedIn affiliations and Amazon shopping choices. But other big databases in the real world, lying around for years, are there to exploit. A company called the Climate Corporation was formed in 2006 by two former Google employees who wanted to make use of the vast amount of free data published by the U.S. Weather Service on heat and precipitation patterns around the country. At first they called the company Weatherbill, and used the data to sell insurance to businesses that depended heavily on the weather, from ski resorts and miniature golf courses to house painters and farmers. It did pretty well, raising more than $50 million from the likes of Google Ventures, Khosla Ventures, and Allen & Co. The problem was, it was hard to sell insurance policies to so many little businesses, even using an online shopping model. People like having their insurance explained. The answer was to get even more data, and focus the agriculture market through the same sales force that sells federal crop insurance. “We took 60 years of crop yield data, and 14 terabytes of
information on soil types, every two square miles for the The product, insurance against things like drought, too much rain at the planting or the harvest, or an early freeze, is sold through 10,000 agents nationwide. Climate Corp, which also added former North Dakota Senator Byron Dorgan to its board Tuesday, will likely get into insurance for specialty crops like tomatoes and grapes, which do not have federal insurance. Like the weather information, the data on soils was free for
the taking. The hard and expensive part is turning the data into a product. Mr.
Friedberg was an early member of the corporate development team at Google. His
co-founder, Siraj Khaliq,
worked in distributed computing, which involves apportioning big data computing
problems across multiple machines. He works as Climate Corp.’s chief technical
officer. Out of the staff of 60 in the company’s “They like that this is a real-world problem, not just clicks on a Web site,” says Mr. Friedberg. He figures that Climate Corp. is one of the world’s largest users of MapReduce, an increasingly popular software technique for making sense of very large data systems. The number crunching is performed on Amazon.com’s Amazon Web Services computers. Climate Corp is working with data designed to judge how different crops will react with certain soils, water and heat. It might be valuable to commodities traders as well, Mr. Friedberg figures the better business is to expand in farming. Besides the other crops, he is looking at offering the service in Canada and Brazil, or anywhere else where he can get decent long-term data. It’s unlikely he’ll get the quality he got from the federal government, for a price anywhere near “free.” Resistance to Bt pesticide identified(Cornell University via ECN) – For the first time, researchers have identified how cabbage looper caterpillars in the field develop resistance to the bacterium Bacillus thuringiensis (Bt), which naturally occurs in the soil and on plants and has been developed into the most successful and widely used biological insecticide. When ingested, the insecticidal toxins in Bt kill insects by destroying their guts. Insects in the field develop resistance to it, however, via a genetic mechanism that alters a toxin receptor in the insect's gut, two Cornell researchers have discovered. The receptor belongs to a class of digestive enzymes called aminopeptidase N (APN), two of which undergo changes when cabbage loopers develop resistance to Bt on crops. Under normal circumstances, the Bt toxin Cry1Ac, which is a caterpillar-specific toxin, binds to an enzyme called APN 1 along the wall of the insect's gut, where the toxin destroys the gut lining. But when cabbage loopers develop resistance, APN 1 significantly decreases while another aminopeptidase, APN 6, which does not bind to Bt, significantly increases, allowing the insect to properly digest food and Bt without harm. "If an insect loses an aminopeptidase N, you will expect to see an negative effect on the physiology of the insect gut," said Ping Wang, associate professor of entomology and senior author of the paper published online in the Aug. 15 issue of the Proceedings of the National Academy of Sciences. Kasorn Tiewsiri, a postdoctoral associate in Wang's lab, is the paper's lead author. "To compensate for the loss of the enzyme APN 1, the activity of APN 6 jumps up high, and that allows the insect to perform a normal digestive process, where Bt no longer binds to the gut," Wang added. Organic farmers use Bt as a key weapon against insects, and crops genetically engineered with insecticidal Bt genes are now sown on 59 million hectares (more than 145 million acres) worldwide. Farmers first reported Bt resistance in the field 20 years ago. Since then, researchers have uncovered a number of mechanisms for resistance in insects in the lab, but then learned that lab insects, which don't face the same stressors as field insects, develop different tactics for overcoming Bt. In this study, Wang and Tiewsiri
obtained cabbage loopers from greenhouses in Next, the researchers plan on trying to identify which gene mutates in the Bt-resistant insects, how that gene controls the expression of targeted proteins, and uncover resistance mechanisms to other Bt toxins, as many varieties are used in agriculture. The researchers hope their studies will lead to new management strategies for Bt-resistant insects, Wang said. The study was funded by the U.S. Department of Agriculture's National Institute of Food and Agriculture. Farmers’ Almanac, folksy meets futureLEWISTON, Maine (AP) — The Farmers' Almanac has a hole punched in the corner, made for hanging it on a hook in the outhouse "library" in the olden days. These days, though, there are some higher-tech options, including social networks, cell phones and e-readers. Known for forecasts that use an old-fashioned formula, the almanac now has a mobile website for smart phones and nearly 6,000 followers on Twitter. More than 30,000 people "like" the publication's Facebook page. By year's end there'll be software applications for Kindle, Nook and iPad. Karen Shackles, of "We try to reach out to see who is giving some long-range forecasts and then we go through them all and put them together and come up with what we might expect for the winter," she said. "The Farmers' Almanac is one of the best sources for long-range forecasts." The latest version of the annually updated almanac, released
this week, is predicting stormier-than-usual weather this winter from the
Middle Atlantic to "This one is definitely wet, and definitely stormy," said Editor Peter Geiger. "Depending upon where you are, it's going to be either snow or rain." Elsewhere, the weather formula dating to the 1800s suggests
it'll be colder than usual in the Upper Midwest and wetter than usual in the Conventional forecasters don't put much stock in the almanac formula that uses sunspots, planetary alignment and tidal action, nor do they for its main competitor, the New Hampshire-based Old Farmer's Almanac, which will be released later this month. Kathy Vreeland, with the "It's tradition. It's folklore. And it's fun," Vreeland said. "That's the whole thing. You don't base your vacation on their forecast. You have fun with it." The almanac has a mixed track record. In the last volume it called for a "fair, cold Christmas holiday" in the Northeast for Dec. 24-27, 2010. That's when the region got clobbered by a blizzard that dumped more than two feet of snow and crippled cities for days. On the other hand, it called for a hurricane threat to the
Southeast between Aug. 28 and 31 this year. Hurricane Irene made landfall in Geiger said people shouldn't be surprised that the almanac's website gets 21 million page views each year, has 32,000 fans on Facebook and a large Twitter following. But the print version isn't going away. The almanac has a circulation of 4 million, including retail editions and promotional versions given away by businesses. The forecast, along with recipes, brainteasers, trivia and tips for resourceful living, comprise a formula that's largely unchanged from the first publication in 1818. Editors of the Farmers' Almanac said a theme of self-reliance and simplicity espoused by the almanac is resonating with younger readers because of the sour economy. "Nowadays people want to get back to the basics again. They want to live a more affordable, smart kind of life," said Sandi Duncan, the publication's managing editor. "Let's face it — the economy has forced people to get back to the basics, to live within their means." The real promise of advanced biofuels(Forbes.com)
– As the United States seeks national energy security and more environmentally
friendly fuel sources, the opportunity for the nation's advanced biofuels
industry is clearly extraordinary. The Indeed it already has more than 100 companies at work in the field--pioneering the conversion of algae, municipal solid waste and widely available biomass such as wood waste and crop residues into renewable fuels. It also has a useful federal mandate: In accordance with the 2007 Energy Independence and Security Act, the country must triple its use of biofuels to 36 billion gallons by 2022. Meeting one part of this challenge is clearly not going to be difficult. In establishing the overall 36 billion gallon goal, the government assigned subtotals to ethanol on the one hand and all advanced biofuels on the other. The ethanol goal--15 billion gallons--already appears within reach. But how feasible is the advanced biofuels goal of 21 billion
gallons by 2022? Especially when the government estimates that to meet this
goal, the Many observers are skeptical. Let's look at some of their arguments: With the price of oil hovering at about $80 a barrel, biofuels just aren't price competitive. The price of oil won't stay at $80 a barrel. It will rise. Meanwhile, the price of biofuels will drop as technologies mature. A recent report by GTM Research, a market research and consulting firm, predicts that at the current rate of commercialization, the advanced biofuels market will achieve cost parity with petroleum in 2017 or 2018. Several companies, such as Coskata of Warrenville, Ill., and Dynamic Fuels of Geismar, La., (a joint venture between Tyson Foods and Syntroleum Corp.), are projecting next-generation biofuel production costs of $1 to -$2 a gallon--very competitive with traditional fossil fuels. These companies rely on technology and high-efficiency processes that increase production, reduce operating costs and minimize manufacturing downtime. -------------------------------------------------------------------------------- New infrastructure is needed to support next-generation biofuels. In many cases next-generation bio-refineries are already
producing high-grade, premium "drop-in" fuels--fuels that are nearly
identical or in some cases superior in purity to existing petroleum fuels. For
proof, see Dynamic Fuels' In another respect, this argument is valid. Infrastructure
needs to be put in place to cost effectively collect the volumes of biomass
needed to support these advanced biofuels facilities--to move the wood chips
and wastewater and municipal solid waste and other feedstocks
to bio-refineries. Fortunately, the knowhow to accomplish this objective
already exists. The paper industry, for example, is already expert at handling
biomass, and in the ethanol industry, there are relationships like that between
Osage Bio Energy and Mid-Atlantic farmers who are growing 300,000 acres of
winter barley within a 100-mile radius of Osage's Scaling up from pilot plant to commercial-scale facility presents a whole new layer of challenges that may prove unsolvable. It's true that a commercial bio-refinery using biochemical and thermo-chemical process or gasification technologies is quite complex, requiring careful process controls, plant automation and safety systems. Many new refineries are designed with built-in flexibility to accept different feedstocks and produce a variety of fuels, chemicals and other end products, increasing the level of complexity and risk. But building in automation and control systems at the front end of the production process generally ensures that operations are consistent and optimized as they're scaled up. It's important to remember that with each plant, engineers and designers learn more. Advanced biofuels companies require some financial risk-taking to realize their potential. This is true. By far the biggest challenge facing the advanced biofuels industry is financing. Venture capitalists fund early-stage, young companies, but seldom linger to develop capital-intensive, commercial- scale operations; that's not what they're about. Commercial banks, which might be counted on to finance third and fourth plants, aren't eager to finance risky pilot ventures. Some of the major oil companies, however, have shown a willingness to put their capital at risk. Shell's $6 billion investment in Iogen, Codexis and Virent; Exxon's $600 million investment in Synthetic Genomics; and BP's more-than $250 million investment in Verenium all illustrate an understanding that it is in Big Oil's long-term interest to diversify beyond petroleum. Uncle Sam has shown an interest to participate as well. In
2009, through the American Recovery and Reinvestment Act (ARRA), the federal
government committed almost $800 million in grants and loans to help build
demonstration and commercial-scale plants to produce competitively priced,
environmentally cleaner fuels. To date, however, less than a quarter of those
funds have been disbursed. It's encouraging that Federal assistance to an economic sector deemed critical for our future is certainly in the American tradition. Hamilton and Jefferson didn't debate whether the government should play a role--they debated where its priority should be, on manufacturing or agriculture. In the 19th century, railroads were built with government loan guarantees and land grants. In the 20th, the jet engine and semiconductor industries received government seed money, as did the Internet. Since 2009 $2.3 billion in Advanced Energy Manufacturing Tax Credits funded through the ARRA have provided support for 183 individual projects and led to $5.4 billion in private investment in the wind industry. Our national goal of 36 billion gallons of biofuels by 2022 is clearly attainable--but only if all parties play their part. If they do, the benefits to our security, to the environment and to job creation and our economy will be incalculable. Alan Novak is the
director of alternative energy at Emerson Process Management, a business of
Emerson.
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