  {"id":8039,"date":"2016-11-01T22:52:54","date_gmt":"2016-11-02T02:52:54","guid":{"rendered":"https:\/\/digital.hbs.edu\/platform-rctom\/submission\/what-no-more-wine\/"},"modified":"2016-11-01T22:52:54","modified_gmt":"2016-11-02T02:52:54","slug":"what-no-more-wine","status":"publish","type":"hck-submission","link":"https:\/\/d3.harvard.edu\/platform-rctom\/submission\/what-no-more-wine\/","title":{"rendered":"What, No More Wine?"},"content":{"rendered":"<p>In California\u2019s Russian River Valley, Ryan Kunde of DRNK Wines and Kunde Family Vineyards grows 20 varietals of wine, focusing on Pinot Noir. However, the mounting impact of climate change will continue to alter his business, from grape yields, to wine acidity, to water availability. Of crops susceptible to the small changes in temperature, grapes are one of the most impacted [1], with yield altered by up to 32.5% in a given year [2]. As Earth warms, grape harvest has accelerated, shifting earlier in the season by up to a month [3]. These temperature changes can \u201cmake the difference between a poor, good, and excellent vintage\u201d, driven by lower acidity, higher sugar concentration, and altered flavor and mouthfeel [4]. More broadly, \u201cwinegrape production occurs within very narrow climate ranges\u201d of about 10 degrees C globally (and a narrower 2 degree range for Pinot Noir) [4]; resultantly, climate change could eliminate two-thirds of grape production and viticulture-suited areas could decrease by 25-73% by 2050 [5].<\/p>\n<p>Closely monitoring grape maturation timing, insect infestation, and crop density can vastly improve DRNK Wines\u2019 product quality, yields, profits, and waste. To improve performance related to climate change setbacks but not solely because of them, Ryan has turned to drones. Drones in wine-making and agriculture help assess plant vigor [6], detect crop damage done by insects [4], reduce fertilizer and water use [7], increase yields, save time, compare land plots over time [8], and determine harvest timing [9]. For instance, Ryan highlights in this brief video how he uses aerial imaging to identify a segment of crop with accelerated maturation, which enables him to alter harvest schedules accordingly, maximizing crop yield and grape flavor [9].<\/p>\n<p>Exhibit A: A Short Video of a Drone Surveying Ryan Kunde\u2019s Vineyard [9]<br \/>\n<a href=\"https:\/\/www.youtube.com\/watch?v=ZWmzbLlHq9g&#038;feature=youtu.be\">https:\/\/www.youtube.com\/watch?v=ZWmzbLlHq9g&amp;feature=youtu.be<\/a><\/p>\n<p>While aerial imaging has been possible for a while, drone technology has improved rapidly over the past five years making imaging under cloud-cover possible at lower cost, unobstructed, and on demand [10]. Hardware has come a long way, though still could benefit from more miniaturization, lightening, and affordability [9]. Infrared technology helps differentiate healthy and distressed plants.<\/p>\n<p>Exhibit B: \u201cAn NDVI image showing crop health in a vineyard\u201d [11]<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium\" src=\"https:\/\/cdn-images-1.medium.com\/max\/1600\/0*-sQqfZQMldA2Hiz2.jpg\" alt=\"\" width=\"318\" height=\"238\" \/><\/p>\n<p>Software and analytics should see rapid improvements in the coming years, as artificial intelligence and image processing advancements become increasingly sophisticated [7], and as the analysis takeaways become more actionable [12]. Today, though, farmers derive significant value from drone technology\u2019s ability to automate flight paths to cover a specific route and replicate said route, to stitch together images, to geolocate (even down to the centimeter!), and to build 3D crop models [8]. The burgeoning discipline of precision agriculture will usher in many capabilities in adapting crop production to climate change [13] beyond the improvements in yields and issue identification seen today, making the capabilities more sophisticated and accessible.<\/p>\n<p>Many additional tactics exist, which DRNK Wines could employ to try to withstand climate change\u2019s impact. First, DRNK could utilize chamber systems or polyethylene sleeves to regulate temperature. Second, farmers could consider different north-south row orientations to moderate exposure to afternoon sun [4]. Additionally, given sugar-level increases to wine mentioned earlier, wine makers can use \u201cmore alcohol-tolerant yeast strains\u201d in fermentation to compensate [4]. Alternatively, if drastic temperature changes occur, wineries will have to relocate towards the poles; while not all estimates are this severe, one study found that the U.S. \u201ccould lose up to 81% of its premium winegrape acreage\u201d due to climate change by 2100 [4].<\/p>\n<p>Thus, the viniculture and agriculture industries will be hit significantly by global warming. The effects have already started: experts predict 2016 to have a 5% fall in wine production due to \u201cclimactic events\u201d and to be the lowest winegrape production year in the last twenty years [1]. The predictions only indicate that the impact gets worse from here. So, I ask you: can you do without your wine? Would you be willing to shell out big bucks if prices increased in a global wine shortage? Do you have other ideas to help viniculture thrive in a warmed world?<\/p>\n<p>[Word Count: 675]<\/p>\n<p>[1] Kirchgaessner, Stephanie. \u201cGlobal wine production expected to fall by 5% due to \u2018climatic events\u2019\u201d. The Guardian, October 20, 2016. https:\/\/www.theguardian.com\/lifeandstyle\/2016\/oct\/20\/global-wine-production-falls-2016-climatic-events, accessed October 30, 2016.<\/p>\n<p>[2] Choloupek, O, Hrstkova, P, Schweigert, P. \u201cYield and its stability, crop density, adaptability and response to climate change, weather, fertilization over 75 years in the Czech Republic in comparison to some European countries.\u201d Field Crops Research 85, nos. 2-3 (2004): 167-190. http:\/\/www.sciencedirect.com\/science\/article\/pii\/S037842900300162X, accessed October 30, 2016.<\/p>\n<p>[3] \u201cGlobal Warming Pushes Wines Into Uncharted Terroir.\u201d The Earth Institute at Columbia University, March 21, 2016. http:\/\/earth.columbia.edu\/articles\/view\/3276, accessed October 30, 2016.<\/p>\n<p>[4] Mozell, Michelle Renee, and Thach, Liz. \u201cThe impact of climate change on the global wine industry: Challenges &amp; solutions.\u201d Wine Economics and Policy 3, no. 2 (2014): 81-89. http:\/\/www.sciencedirect.com\/science\/article\/pii\/S2212977414000222 via Science Direct, accessed October 30, 2016.<\/p>\n<p>[5] Goldenberg, Suzanne. \u201cClimate change will threaten wine production, survey shows.\u201d The Guardian, April 8, 2013. https:\/\/www.theguardian.com\/environment\/2013\/apr\/08\/climate-change-wine-production, accessed October 30, 2016.<\/p>\n<p>[6] \u201cVitcultural Drones \u2013 Just Another Tractor?\u201d. Discover Sonoma County Wines, August 31, 2014. http:\/\/discoversonomacountywine.com\/2014\/08\/vitcultural-drones-just-another-tractor\/, accessed October 30, 2016.<\/p>\n<p>[7] Fehrenbacher, Katie. \u201cThis Startup Is Changing Farming With Drones and AI.\u201d Fortune, May 23, 2016. http:\/\/fortune.com\/2016\/05\/23\/startup-gamaya-farming-with-drones-ai\/, accessed October 30, 2016.<\/p>\n<p>[8] \u201cOctocopter! Experimental drone for agricultural research.\u201d Medium. https:\/\/medium.com\/@BBSRC\/octocopter-fff46d32a351#.1mwfxtmvj, accessed October 30, 2016.<\/p>\n<p>[9] \u201cA Day Spent with 3D Robotics Out in the Vineyards.\u201d DRNK Wines, October 3, 2013. http:\/\/drnkwines.com\/a-day-spent-with-3d-robotics-out-in-the-vineyards, accessed October 30, 2016.<\/p>\n<p>[10] Anderson, Chris. \u201cAgricultural Drones.\u201d MIT Technology Review. https:\/\/www.technologyreview.com\/s\/526491\/agricultural-drones\/, accessed October 30, 2016.<\/p>\n<p>[11] \u201cHow Drones Will Help Us Grow Better Food and Wine, and More of It.\u201d 3DR, October 16, 2014. https:\/\/news.3dr.com\/how-drones-will-help-us-grow-better-food-and-wine-and-more-of-it-7bdc95338dd#.3srsx8h08, accessed October 30, 2016.<\/p>\n<p>[12] Wihbey, John. \u201cAgricultural drones may change the way we farm.\u201d Boston Globe. https:\/\/www.bostonglobe.com\/ideas\/2015\/08\/22\/agricultural-drones-change-way-farm\/WTpOWMV9j4C7kchvbmPr4J\/story.html, accessed October 30, 2016.<\/p>\n<p>[13] Doering, Christopher. \u201cGrowing use of drones poised to transform agriculture.\u201d USAToday, March 23, 2014. http:\/\/www.usatoday.com\/story\/money\/business\/2014\/03\/23\/drones-agriculture-growth\/6665561\/, accessed October 30, 2016.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Climate change will threaten global wine production dramatically (perhaps by two-thirds).  Crop growers need creative solutions.  What can be done about it, using drones and other options?<\/p>\n","protected":false},"author":2126,"featured_media":8040,"comment_status":"open","ping_status":"closed","template":"","categories":[1243,28,1254,1218,1253,242],"class_list":["post-8039","hck-submission","type-hck-submission","status-publish","has-post-thumbnail","hentry","category-agribusiness","category-agriculture","category-california","category-climate-change","category-drones","category-wine"],"connected_submission_link":"https:\/\/d3.harvard.edu\/platform-rctom\/assignment\/climate-change-challenge-2016\/","yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>What, No More Wine? - Technology and Operations Management<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/d3.harvard.edu\/platform-rctom\/submission\/what-no-more-wine\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What, No More Wine? - Technology and Operations Management\" \/>\n<meta property=\"og:description\" content=\"Climate change will threaten global wine production dramatically (perhaps by two-thirds). 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