{"id":11645,"date":"2022-03-08T00:00:00","date_gmt":"2022-03-07T23:00:00","guid":{"rendered":"https:\/\/c01.purpledshub.com\/bbccountryfile\/?post_type=purple_issue&#038;p=11645"},"modified":"2022-03-23T15:50:29","modified_gmt":"2022-03-23T14:50:29","slug":"the-cyber-farm","status":"publish","type":"post","link":"https:\/\/c01.purpledshub.com\/bbccountryfile\/2022\/03\/08\/the-cyber-farm\/","title":{"rendered":"The cyber farm"},"content":{"rendered":"\n<p class=\"has-text-align-center\"><strong><span style=\"color:#831c19\" class=\"has-inline-color\">SPECIAL REPORT: PART 2<\/span><\/strong><\/p>\n\n<h2 class=\"has-text-align-center\">THE CYBER FARM<\/h2>\n\n<figure class=\"no-tts wp-block-image article-in-image bild\"><img loading=\"lazy\" width=\"2048\" height=\"1356\" src=\"https:\/\/dj9jqhxgw9833.cloudfront.net\/uploads\/sites\/45\/2022\/03\/145aa057-b0a4-4742-b598-44265e587769.jpg\" alt=\"\" class=\"no-tts wp-image-11631\" srcset=\"https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/145aa057-b0a4-4742-b598-44265e587769.jpg 2048w, https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/145aa057-b0a4-4742-b598-44265e587769-300x199.jpg 300w, https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/145aa057-b0a4-4742-b598-44265e587769-1024x678.jpg 1024w, https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/145aa057-b0a4-4742-b598-44265e587769-768x509.jpg 768w, https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/145aa057-b0a4-4742-b598-44265e587769-1536x1017.jpg 1536w\" sizes=\"(max-width: 2048px) 100vw, 2048px\" \/><\/figure>\n\n<p class=\"has-text-align-center intro\">In our previous issue, we looked at how farming could soon be transformed by technology, including drones and robots.<strong> Jess Stevenson<\/strong> introduces 12 of these coming innovations<\/p>\n\n<p><\/p>\n\n<hr class=\"no-tts wp-block-separator is-style-wide\"\/>\n\n<h4 class=\"article-subhead\"><span style=\"color:#831c19\" class=\"has-inline-color\">1. CARBON CALCULATING<\/span><\/h4>\n\n<div class=\"no-tts wp-block-image article-in-image photo\"><figure class=\"no-tts aligncenter\"><img loading=\"lazy\" width=\"587\" height=\"385\" src=\"https:\/\/dj9jqhxgw9833.cloudfront.net\/uploads\/sites\/45\/2022\/03\/a8f03be9-3614-4755-9959-6cead523a9d1.jpg\" alt=\"\" class=\"no-tts wp-image-11632\" srcset=\"https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/a8f03be9-3614-4755-9959-6cead523a9d1.jpg 587w, https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/a8f03be9-3614-4755-9959-6cead523a9d1-300x197.jpg 300w\" sizes=\"(max-width: 587px) 100vw, 587px\" \/><\/figure><\/div>\n\n<p class=\"article-full-body sans-serif\">Good data analysis balances the amount of carbon a farm sequesters. Costs are cut on chemicals, while profits and biodiversity are improved. Natural capital features, such as restored field and riparian margins, are valued and used to increase predators for pests. The tech is in its infancy but there is a growing field of carbon-and biodiversity-calculating firms. Trinity AgTech uses scientific methodology, remote-sensing technologies and an AI machine to process data to make sure a farm is operating to its triple-bottom line \u2013 for people, planet and profit.<\/p>\n\n<h4 class=\"article-subhead\"><span style=\"color:#831c19\" class=\"has-inline-color\">2. RENEWABLE ENERGY<\/span><\/h4>\n\n<div class=\"no-tts wp-block-image article-in-image photo\"><figure class=\"no-tts aligncenter\"><img loading=\"lazy\" width=\"586\" height=\"351\" src=\"https:\/\/dj9jqhxgw9833.cloudfront.net\/uploads\/sites\/45\/2022\/03\/02f6c32c-b072-4d6c-a65a-d48b4642d7fb.jpg\" alt=\"\" class=\"no-tts wp-image-11633\" srcset=\"https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/02f6c32c-b072-4d6c-a65a-d48b4642d7fb.jpg 586w, https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/02f6c32c-b072-4d6c-a65a-d48b4642d7fb-300x180.jpg 300w\" sizes=\"(max-width: 586px) 100vw, 586px\" \/><\/figure><\/div>\n\n<p class=\"article-full-body sans-serif\">Renewable energy will reduce the farm\u2019s carbon footprint. Anaerobic digesters, for example, can use animal and food waste to generate biogas. In Lincolnshire, an anaerobic digester powers Dyson Farming\u2019s new giant glasshouse, which produces 750 tonnes of strawberries each year. Heat from the digester and a climate-control system allows an expanded growing season. <span>The waste digestate is used as organic fertiliser on nearby fields. <\/span>A circular approach means the farm is carbon neutral.<\/p>\n\n<h4 class=\"article-subhead\"><span style=\"color:#831c19\" class=\"has-inline-color\">3. PRECISION TECH, AUTOMATION AND DATA<\/span><\/h4>\n\n<div class=\"no-tts wp-block-image article-in-image photo\"><figure class=\"no-tts aligncenter\"><img loading=\"lazy\" width=\"1553\" height=\"1001\" src=\"https:\/\/dj9jqhxgw9833.cloudfront.net\/uploads\/sites\/45\/2022\/03\/8146550d-2a41-48e0-afc9-d9e9f974b000.jpg\" alt=\"\" class=\"no-tts wp-image-11634\" srcset=\"https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/8146550d-2a41-48e0-afc9-d9e9f974b000.jpg 1553w, https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/8146550d-2a41-48e0-afc9-d9e9f974b000-300x193.jpg 300w, https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/8146550d-2a41-48e0-afc9-d9e9f974b000-1024x660.jpg 1024w, https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/8146550d-2a41-48e0-afc9-d9e9f974b000-768x495.jpg 768w, https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/8146550d-2a41-48e0-afc9-d9e9f974b000-1536x990.jpg 1536w\" sizes=\"(max-width: 1553px) 100vw, 1553px\" \/><figcaption>The Small Robot Company\u2019s Tom  and chemical-free weeder Dick are already at work on UK farms<\/figcaption><\/figure><\/div>\n\n<p class=\"article-full-body sans-serif\">Precision technology will be widespread on the farm. Autonomous machines and robots will help seed, manage and harvest crops. As a result, labour costs are cut, soil is no longer compacted and fewer chemicals are used. At agricultural university Harper Adams, a hands-free farm uses conventional tractors retro-fitted with autonomous systems to grow wheat, barley and field beans across 14 hectares. Similarly, the ag-tech start-up Small Robot Company uses a robot called Tom and an artificial intelligence (AI) operating system called Wilma to analyse and manage crops on a \u2018per plant\u2019 basis on farms in Hampshire and Wiltshire.<\/p>\n\n<h4 class=\"article-subhead\"><span style=\"color:#831c19\" class=\"has-inline-color\">4. AGROFORESTRY<\/span><\/h4>\n\n<div class=\"no-tts wp-block-image article-in-image photo\"><figure class=\"no-tts aligncenter\"><img loading=\"lazy\" width=\"908\" height=\"667\" src=\"https:\/\/dj9jqhxgw9833.cloudfront.net\/uploads\/sites\/45\/2022\/03\/aa3f2821-1d60-4e54-8530-b525013b02ee.jpg\" alt=\"\" class=\"no-tts wp-image-11635\" srcset=\"https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/aa3f2821-1d60-4e54-8530-b525013b02ee.jpg 908w, https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/aa3f2821-1d60-4e54-8530-b525013b02ee-300x220.jpg 300w, https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/aa3f2821-1d60-4e54-8530-b525013b02ee-768x564.jpg 768w\" sizes=\"(max-width: 908px) 100vw, 908px\" \/><\/figure><\/div>\n\n<p class=\"article-full-body sans-serif\">Planting a future crop of timber trees between arable crops on the farm should improve soil health, manage water flow, increase wildlife and farm productivity. By helping to lock in carbon, the farm should also be more resilient to extreme weather and soil erosion. At Shimpling Park Farm in Su olk (below), 3,500 native trees have been planted in lines through fields growing cereals and pulses. The trees will be harvested for timber in the future; early advantages include shade for sheep in the summer.<\/p>\n\n<h4 class=\"article-subhead\"><span style=\"color:#831c19\" class=\"has-inline-color\">6. COMPANION PLANTING<\/span><\/h4>\n\n<div class=\"no-tts wp-block-image article-in-image photo\"><figure class=\"no-tts aligncenter\"><img loading=\"lazy\" width=\"586\" height=\"351\" src=\"https:\/\/dj9jqhxgw9833.cloudfront.net\/uploads\/sites\/45\/2022\/03\/28513b35-4b1e-4564-b2ee-fac64ca30c9b.jpg\" alt=\"\" class=\"no-tts wp-image-11636\" srcset=\"https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/28513b35-4b1e-4564-b2ee-fac64ca30c9b.jpg 586w, https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/28513b35-4b1e-4564-b2ee-fac64ca30c9b-300x180.jpg 300w\" sizes=\"(max-width: 586px) 100vw, 586px\" \/><\/figure><\/div>\n\n<p class=\"article-full-body sans-serif\">\u2018Nurse\u2019 crops are grown to help commercial crops, such as oilseed rape, resist pests and maintain profits. Similarly, two cash crops, such as peas and barley, are grown and harvested together, shaking up traditional monocultures and reducing reliance on chemicals. <span>Regenerative farming practices like these are being studied as part of an EU project led by Rothamsted Research. It found that planting oilseed rape with nurse crops such as clover or oats reduces damage by the cabbage stem flea beetle.<\/span><\/p>\n\n<h4 class=\"article-subhead\"><span style=\"color:#831c19\" class=\"has-inline-color\">5. BIOTECHNOLOGY<\/span><\/h4>\n\n<div class=\"no-tts wp-block-image article-in-image photo\"><figure class=\"no-tts aligncenter\"><img loading=\"lazy\" width=\"586\" height=\"359\" src=\"https:\/\/dj9jqhxgw9833.cloudfront.net\/uploads\/sites\/45\/2022\/03\/82e10233-c2da-46f4-89d2-d7a0c0a4a90a.jpg\" alt=\"\" class=\"no-tts wp-image-11637\" srcset=\"https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/82e10233-c2da-46f4-89d2-d7a0c0a4a90a.jpg 586w, https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/82e10233-c2da-46f4-89d2-d7a0c0a4a90a-300x184.jpg 300w\" sizes=\"(max-width: 586px) 100vw, 586px\" \/><\/figure><\/div>\n\n<p class=\"article-full-body sans-serif\">Gene-edited or genetically modified (GM) crops or animals may be grown in response to a disease threat, for nutritional benefits or increased productivity in a di cult climate. Many scientists believe gene-edited crops could deliver a wide range of beneficial traits, from drought resistance to carbon fixing. The method involves removing or modifying genes already found in an organism, unlike GM, which can use genes imported from other plants or animals. These techniques are not used in the breeding of crops or animals grown for food in the UK today, but gene-editing research is ongoing.<\/p>\n\n<h4 class=\"article-subhead\"><span style=\"color:#831c19\" class=\"has-inline-color\">7. DRONES<\/span><\/h4>\n\n<div class=\"no-tts wp-block-image article-in-image photo\"><figure class=\"no-tts aligncenter\"><img loading=\"lazy\" width=\"1553\" height=\"1001\" src=\"https:\/\/dj9jqhxgw9833.cloudfront.net\/uploads\/sites\/45\/2022\/03\/ba00ccbe-6b44-4ede-bd66-c8942a929b5e.jpg\" alt=\"\" class=\"no-tts wp-image-11638\" srcset=\"https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/ba00ccbe-6b44-4ede-bd66-c8942a929b5e.jpg 1553w, https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/ba00ccbe-6b44-4ede-bd66-c8942a929b5e-300x193.jpg 300w, https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/ba00ccbe-6b44-4ede-bd66-c8942a929b5e-1024x660.jpg 1024w, https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/ba00ccbe-6b44-4ede-bd66-c8942a929b5e-768x495.jpg 768w, https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/ba00ccbe-6b44-4ede-bd66-c8942a929b5e-1536x990.jpg 1536w\" sizes=\"(max-width: 1553px) 100vw, 1553px\" \/><\/figure><\/div>\n\n<p class=\"article-full-body sans-serif\">Drones will reduce the need for heavy farm machinery, improve soil health and manage crops precisely. Digital maps of the field allow the farmer to pinpoint disease, weeds or where additional nutrients are needed. Drones are already used to monitor crops but those that operate as a sprayer are in their infancy in Europe. Now a game-changer could be on the way. The British Drone Consortium is working with the government to be the first licensed organisation to sow seeds and apply sprays with the \u2018XAG\u2019s Jet Speed\u2019. It has an autonomous flight control system and high accuracy navigation. Its hopper can carry 15\u201320kg loads and cover eight to 10 hectares an hour.<\/p>\n\n<h4 class=\"article-subhead\"><span style=\"color:#831c19\" class=\"has-inline-color\">8. LIVESTOCK SENSORS &amp; THE INTERNET OF THINGS<\/span><\/h4>\n\n<div class=\"no-tts wp-block-image article-in-image photo\"><figure class=\"no-tts aligncenter\"><img loading=\"lazy\" width=\"586\" height=\"323\" src=\"https:\/\/dj9jqhxgw9833.cloudfront.net\/uploads\/sites\/45\/2022\/03\/ec797759-f7b3-48ab-999e-45775b8c821a.jpg\" alt=\"\" class=\"no-tts wp-image-11639\" srcset=\"https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/ec797759-f7b3-48ab-999e-45775b8c821a.jpg 586w, https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/ec797759-f7b3-48ab-999e-45775b8c821a-300x165.jpg 300w\" sizes=\"(max-width: 586px) 100vw, 586px\" \/><\/figure><\/div>\n\n<p class=\"article-full-body sans-serif\">Linking smart ear tags or sensors to an online software system will allow the farmer to increase productivity and improve animal health more quickly. Sensors that cattle swallow to provide early warnings about ill health or fertility are being developed. In Northern Ireland, dairy farmer David Tait has been using a bolus developed by Austrian company smaXtec. The sensor gives information on a cow\u2019s temperature, pH levels, rumination and movement. He says it helps detect problems such as mastitis, sore feet and lung infections early.<\/p>\n\n<h4 class=\"article-subhead\"><span style=\"color:#831c19\" class=\"has-inline-color\">10. VERTICAL FARMING<\/span><\/h4>\n\n<div class=\"no-tts wp-block-image article-in-image photo\"><figure class=\"no-tts aligncenter\"><img loading=\"lazy\" width=\"908\" height=\"662\" src=\"https:\/\/dj9jqhxgw9833.cloudfront.net\/uploads\/sites\/45\/2022\/03\/db9fa44a-9e56-4c15-b916-d050e8350bfd.jpg\" alt=\"\" class=\"no-tts wp-image-11640\" srcset=\"https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/db9fa44a-9e56-4c15-b916-d050e8350bfd.jpg 908w, https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/db9fa44a-9e56-4c15-b916-d050e8350bfd-300x219.jpg 300w, https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/db9fa44a-9e56-4c15-b916-d050e8350bfd-768x560.jpg 768w\" sizes=\"(max-width: 908px) 100vw, 908px\" \/><\/figure><\/div>\n\n<p class=\"article-full-body sans-serif\">Growing fresh salad leaves on vertical shelves inside a shipping container creates a local crop for the farm shop. Food miles, fertiliser and water use are reduced. In Bristol, for example, vertical farming company Lett Us Grow supplies shipping containers with soil-less aeroponic systems to growers in urban and rural areas alike. Also, large hydroponic greenhouses operated by Valefresco have been increasing the yield of crops such as pak choi by up to four times, using the same amount of land.<\/p>\n\n<h4 class=\"article-subhead\"><span style=\"color:#831c19\" class=\"has-inline-color\">9. VIRTUAL FENCING<\/span><\/h4>\n\n<div class=\"no-tts wp-block-image article-in-image photo\"><figure class=\"no-tts aligncenter\"><img loading=\"lazy\" width=\"548\" height=\"349\" src=\"https:\/\/dj9jqhxgw9833.cloudfront.net\/uploads\/sites\/45\/2022\/03\/ffbc90d0-87a4-4285-8bfe-35aed8e4493a.jpg\" alt=\"\" class=\"no-tts wp-image-11641\" srcset=\"https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/ffbc90d0-87a4-4285-8bfe-35aed8e4493a.jpg 548w, https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/ffbc90d0-87a4-4285-8bfe-35aed8e4493a-300x191.jpg 300w\" sizes=\"(max-width: 548px) 100vw, 548px\" \/><\/figure><\/div>\n\n<p class=\"article-full-body sans-serif\">In future, farmers will be able to manage stock movements through GPS collars, cloud computing and online software. Animals are warned with a mild electrical pulse when approaching a boundary that has been mapped on a smartphone. Removing physical fencing improves grazing management, saves time and protects sensitive areas such as water courses. Virtual fencing has been researched by Scotland\u2019s Rural College. Farmers in the Highlands trialled the tech on commercial hill herds. Early findings show stock learnt the system in 24 hours and weren\u2019t stressed by it.<\/p>\n\n<h4 class=\"article-subhead\"><span style=\"color:#831c19\" class=\"has-inline-color\">11. INSECT ANIMAL FEED<\/span><\/h4>\n\n<div class=\"no-tts wp-block-image article-in-image photo\"><figure class=\"no-tts aligncenter\"><img loading=\"lazy\" width=\"589\" height=\"385\" src=\"https:\/\/dj9jqhxgw9833.cloudfront.net\/uploads\/sites\/45\/2022\/03\/345d6d1d-685a-49bc-81a5-5ea307834b57.jpg\" alt=\"\" class=\"no-tts wp-image-11642\" srcset=\"https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/345d6d1d-685a-49bc-81a5-5ea307834b57.jpg 589w, https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/345d6d1d-685a-49bc-81a5-5ea307834b57-300x196.jpg 300w\" sizes=\"(max-width: 589px) 100vw, 589px\" \/><\/figure><\/div>\n\n<p class=\"article-full-body sans-serif\">In livestock or egg production, a big challenge is the amount of protein required, which can be 70% of production costs. At around 48% protein, soy feed is efficient and hard to replace but Cambridge tech start-up Better Origin is doing just that. Its artificial intelligence and circular-waste-driven insect factories are producing on-farm animal feed in the form of black fly larvae \u2013 helping deliver a final feed that\u2019s up to 80% protein, and preventing deforestation caused by soy farming. Wood Farm Free Range Eggs in Bedfordshire is now using the tech commercially.<\/p>\n\n<h4 class=\"article-subhead\"><span style=\"color:#831c19\" class=\"has-inline-color\">12. LAB GROWN MEAT<\/span><\/h4>\n\n<div class=\"no-tts wp-block-image article-in-image photo\"><figure class=\"no-tts aligncenter\"><img loading=\"lazy\" width=\"586\" height=\"323\" src=\"https:\/\/dj9jqhxgw9833.cloudfront.net\/uploads\/sites\/45\/2022\/03\/1a430fe0-da5f-4462-b160-0b0ad1c31815.jpg\" alt=\"\" class=\"no-tts wp-image-11643\" srcset=\"https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/1a430fe0-da5f-4462-b160-0b0ad1c31815.jpg 586w, https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/1a430fe0-da5f-4462-b160-0b0ad1c31815-300x165.jpg 300w\" sizes=\"(max-width: 586px) 100vw, 586px\" \/><\/figure><\/div>\n\n<p class=\"article-full-body sans-serif\">The on-farm lab creates cultured beef burgers. Animal muscle cells are taken from a living animal, cultivated and processed into a meat product. Many firms are marketing cultured chicken, beef and pork as \u2018no kill\u2019 meat. In 2020, US company \u2018Eat Just\u2019 got approval to sell lab-grown chicken nuggets in Singapore, but the tech is controversial and energy intensive.<\/p>\n\n<p><\/p>\n\n<hr class=\"no-tts wp-block-separator is-style-wide\"\/>\n\n<section class=\"wp-block-uagb-section uagb-section__wrap uagb-section__background-color uagb-block-c456f1ff-02fb-4a1c-9cb2-9fce5cd76078\"><div class=\"uagb-section__overlay\"><\/div><div class=\"uagb-section__inner-wrap\">\n<div class=\"no-tts wp-block-image article-in-image photo is-style-default\"><figure class=\"no-tts alignleft is-resized\"><img loading=\"lazy\" src=\"https:\/\/dj9jqhxgw9833.cloudfront.net\/uploads\/sites\/45\/2022\/03\/f299c814-4c7e-4ae9-94db-0af304af3bcb.jpg\" alt=\"\" class=\"no-tts wp-image-11644\" width=\"86\" height=\"113\"\/><\/figure><\/div>\n\n\n\n<p class=\"has-background\" style=\"background-color:#ffffff\">Jess Stevenson is a journalist and television producer specialising in farming, rural affairs, climate change and food production.<\/p>\n<\/div><\/section>\n\n<p class=\"footer\">Illustrations: Alan Batley Photos: Alamy, David Girvan, smaXtec \/ Michael Ferlin<\/p>\n","protected":false},"excerpt":{"rendered":"<p>In our previous issue, we looked at how farming could soon be transformed by technology, including drones and robots. Jess Stevenson introduces 12 of these coming innovations<\/p>\n","protected":false},"author":24,"featured_media":11631,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"ub_ctt_via":"","purple_page_number":"48","purple_custom_meta_purple_page_number":"48","purple_seq_number":"1","purple_custom_meta_purple_seq_number":"1","purple_source_article":"article_48-1.xml","purple_custom_meta_purple_source_article":"article_48-1.xml","purple_source_issue":"April-2022","purple_custom_meta_purple_source_issue":"April-2022","purple_external_id":"April-2022-48-1","purple_custom_meta_purple_external_id":"April-2022-48-1","purple_issue_code":"|0000084054||","purple_custom_meta_purple_issue_code":"|0000084054||","purple_android_product":"com.im.countryfile.188","purple_custom_meta_purple_android_product":"com.im.countryfile.188","purple_ios_product":"com.im.countryfile.188","purple_custom_meta_purple_ios_product":"com.im.countryfile.188","purple_web_product":"","purple_custom_meta_purple_web_product":"","purple_publication_id":"91da22fd-9e7f-40d1-a93f-fc46e9516d91","purple_migrated":"","kt_blocks_editor_width":"","apple_news_api_created_at":"2022-03-09T11:40:35Z","apple_news_article-theme":"","apple_news_api_id":"c462b549-49c5-42f3-8f64-fce6214df854","apple_news_api_modified_at":"2022-03-11T11:41:59Z","apple_news_api_revision":"AAAAAAAAAAAAAAAAAAAABw==","apple_news_api_share_url":"https:\/\/apple.news\/AxGK1SUnFQvOPZPzmIU34VA","apple_news_coverimage":0,"apple_news_coverimage_caption":"","apple_news_is_hidden":false,"apple_news_is_paid":true,"apple_news_is_preview":true,"apple_news_is_sponsored":false,"apple_news_maturity_rating":"","apple_news_pullquote":"","apple_news_pullquote_position":"","apple_news_article_theme":"","apple_news_sections":"[]"},"categories":[27],"tags":[14],"apple_news_notices":[],"featured_image_src":"https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/145aa057-b0a4-4742-b598-44265e587769.jpg","author_info":{"display_name":"importmanagerhub@sprylab.com","author_link":"https:\/\/c01.purpledshub.com\/bbccountryfile\/author\/importmanagerhubsprylab-com\/"},"acf":{"readingTimeMinutes":"7","apple_news_title":""},"uagb_featured_image_src":{"full":["https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/145aa057-b0a4-4742-b598-44265e587769.jpg",2048,1356,false],"thumbnail":["https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/145aa057-b0a4-4742-b598-44265e587769-150x150.jpg",150,150,true],"medium":["https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/145aa057-b0a4-4742-b598-44265e587769-300x199.jpg",300,199,true],"medium_large":["https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/145aa057-b0a4-4742-b598-44265e587769-768x509.jpg",768,509,true],"large":["https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/145aa057-b0a4-4742-b598-44265e587769-1024x678.jpg",800,530,true],"1536x1536":["https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/145aa057-b0a4-4742-b598-44265e587769-1536x1017.jpg",1536,1017,true],"2048x2048":["https:\/\/c01.purpledshub.com\/uploads\/sites\/45\/2022\/03\/145aa057-b0a4-4742-b598-44265e587769.jpg",2048,1356,false]},"uagb_author_info":{"display_name":"importmanagerhub@sprylab.com","author_link":"https:\/\/c01.purpledshub.com\/bbccountryfile\/author\/importmanagerhubsprylab-com\/"},"uagb_comment_info":0,"uagb_excerpt":"In our previous issue, we looked at how farming could soon be transformed by technology, including drones and robots. 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