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大疆農(nóng)業(yè):無人機(jī)如何賦能智慧農(nóng)業(yè)?

2021-09-16 09:49:07 來源:DJI大疆農(nóng)業(yè) 作者:葉南錦 閱讀量:20117 評論

導(dǎo)讀:目前,我國面臨的小農(nóng)經(jīng)濟(jì)、農(nóng)村老齡化、農(nóng)村勞動力短缺、人工成本占比高等問題必然促使智慧農(nóng)業(yè)快速發(fā)展。2021 年中央一號文件提出,發(fā)展智慧農(nóng)業(yè),建立農(nóng)業(yè)農(nóng)村大數(shù)據(jù)體系,推動新一代信息技術(shù)與農(nóng)業(yè)生產(chǎn)經(jīng)營深度融合。無人機(jī)、5G 等技術(shù)將全面深入應(yīng)用于智慧農(nóng)業(yè)藍(lán)圖中。

  【農(nóng)機(jī)網(wǎng) 明星企業(yè)】 無人機(jī)目前在各行業(yè)已逐步取得了廣泛應(yīng)用,在智慧農(nóng)業(yè)領(lǐng)域也是如此。無人機(jī)通過獲得農(nóng)田的高清可見光或多光譜影像,再通過建圖建模、大數(shù)據(jù)分析、AI 識別等處理,可以實(shí)現(xiàn)農(nóng)田數(shù)字化(如獲得高清地圖、高程信息、作物分布等)和精準(zhǔn)種植管理(如智能監(jiān)測、精準(zhǔn)變量作業(yè)等)等應(yīng)用。無人機(jī)在智慧農(nóng)業(yè)中的應(yīng)用可大大提升農(nóng)業(yè)生產(chǎn)效率,并解決了傳統(tǒng)人工作業(yè)中的一系列問題。
 
  什么是智慧農(nóng)業(yè)
 
  智慧農(nóng)業(yè)是以信息和知識為核心要素,通過現(xiàn)代信息技術(shù)和智能裝備等與農(nóng)業(yè)深度跨界融合,實(shí)現(xiàn)農(nóng)業(yè)生產(chǎn)全過程的信息感知、定量決策、智能控制、精準(zhǔn)投入、個(gè)性化服務(wù)的全新農(nóng)業(yè)生產(chǎn)方式。(*趙春江院士《數(shù)字技術(shù)如何讓農(nóng)民‘慧’種田?》)。
 
  從上述定義可以看出,智慧農(nóng)業(yè)是一種現(xiàn)代農(nóng)業(yè)生產(chǎn)方式,目前已經(jīng)成為各國現(xiàn)代農(nóng)業(yè)科技競爭的制高點(diǎn)和未來農(nóng)業(yè)發(fā)展的新業(yè)態(tài),也是推動我國農(nóng)業(yè)高質(zhì)量發(fā)展、促進(jìn)鄉(xiāng)村全面振興的重要內(nèi)容。智慧農(nóng)業(yè)包含了數(shù)字農(nóng)業(yè)、精準(zhǔn)農(nóng)業(yè)等重要方面。
 
  海外國家智慧農(nóng)業(yè)發(fā)展現(xiàn)狀
 
  在發(fā)達(dá)國家,智慧農(nóng)業(yè)已取得較大發(fā)展,以智慧農(nóng)業(yè)中的精準(zhǔn)變量技術(shù)分支為例,2020 年全球精準(zhǔn)變量技術(shù)市場規(guī)模 14.1 億美元,全球 20% 的土地正在使用精準(zhǔn)農(nóng)業(yè)技術(shù)。各國依托自身信息技術(shù)和智能裝備率先推進(jìn)智慧農(nóng)業(yè)發(fā)展,大致可以分為以美國為代表的技術(shù)型、規(guī)模化、機(jī)械化模式,以歐洲為代表的生產(chǎn)集約加機(jī)械技術(shù)的復(fù)合型模式,以日本為代表的資源節(jié)約和資本、技術(shù)密集型模式。而我國受限于耕地集中程度、設(shè)備和服務(wù)投入成本高、技術(shù)使用門檻高等問題,智慧農(nóng)業(yè)在實(shí)際農(nóng)業(yè)生產(chǎn)中發(fā)展較慢。
 
  為什么要發(fā)展智慧農(nóng)業(yè)?
 
  1.糧食安全對于提高糧食產(chǎn)量的需要
 
  聯(lián)合國糧食及農(nóng)業(yè)組織、世界糧食計(jì)劃署等 5 個(gè)國際組織在去年曾發(fā)布報(bào)告預(yù)計(jì),全球?qū)⒚媾R至少 50 年來最嚴(yán)重的糧食危機(jī)。
 
  中國社會科學(xué)院農(nóng)村發(fā)展研究所發(fā)布的《中國農(nóng)村發(fā)展報(bào)告 2020》同樣顯示,到“十四五”期末(約2025年),中國或出現(xiàn) 1.3 億噸左右的糧食缺口,其中谷物(三大主糧)缺口約為 2500 萬噸。雖然目前中國糧食自給率高達(dá)97%,但面對不利的國際形勢,中國也需要更加繃緊糧食安全的這根弦。
 
       2.提高農(nóng)產(chǎn)品競爭力對于降低生產(chǎn)成本的需要
 
  另一方面,農(nóng)業(yè)產(chǎn)業(yè)發(fā)展過程中仍面臨著價(jià)格競爭力偏弱、品牌競爭力不強(qiáng)等問題,一定程度上阻礙了產(chǎn)業(yè)興旺,遲滯了鄉(xiāng)村振興。據(jù)統(tǒng)計(jì),在我國農(nóng)產(chǎn)品的生產(chǎn)成本構(gòu)成中,人工成本占比超過 40%,遠(yuǎn)高于發(fā)達(dá)國家 10% 左右的水平。同時(shí),受農(nóng)業(yè)機(jī)械化程度偏低影響,我國農(nóng)業(yè)勞動生產(chǎn)率不高(新華網(wǎng))。
 
  3.土地可持續(xù)生產(chǎn)力對于減肥減藥的需要
 
  此外,歷年來農(nóng)藥化肥的使用過量導(dǎo)致了土地可持續(xù)生產(chǎn)力下降和食品安全隱患等問題。我國耕地占全球總耕地面積 8%,而農(nóng)藥使用總量占全球 43%,化肥占全球 60%。通過精準(zhǔn)農(nóng)業(yè)技術(shù)和智能裝備,可以在保證產(chǎn)量品質(zhì)的同時(shí),降低農(nóng)藥化肥施用,長期提高土地生產(chǎn)力。
 
  無人機(jī)在智慧農(nóng)業(yè)中的應(yīng)用
 
  經(jīng)過近幾年的技術(shù)儲備和高速發(fā)展,我國的無人機(jī)技術(shù)得到了廣泛應(yīng)用。
 
  1. 無人機(jī)可以大大提高農(nóng)田的管理和作業(yè)效率,減少勞動力投入。
 
  無人機(jī)全新的解決方案在巡田、監(jiān)管和變量作業(yè)方面已見成效。2021 年 5 月,新疆石河子的新農(nóng)人陳功旭帶著大疆農(nóng)業(yè)的智慧農(nóng)業(yè)解決方案,在 5000 多畝棉花田開啟了新試驗(yàn)。據(jù)對比分析,人工巡田效率低且看不全面,而用無人機(jī), 1 小時(shí)能看 1000 畝地,不僅效率高,且能全面獲得棉田的長勢、株高等多個(gè)指標(biāo)數(shù)據(jù)。
 
  通過生成棉田的多光譜指數(shù)圖,陳功旭在大疆智慧農(nóng)業(yè)平臺查看棉田總體生長情況和田間差異,進(jìn)而根據(jù)長勢差異,生成營養(yǎng)液或化控劑的變量噴灑處方圖,并導(dǎo)入到植保無人機(jī)中作業(yè)。這種變量作業(yè)方式可以根據(jù)棉田中不同區(qū)域的長勢,進(jìn)行用量精準(zhǔn)控制,從而促進(jìn)棉花齊苗。以前傳統(tǒng)方式,棉田要作業(yè) 6-7 次才可以做到齊苗,今年他通過新方式來管理棉田,基本上作業(yè) 3 次就可以做到齊苗,不僅減少了農(nóng)藥施用,還提高了作業(yè)效率。
 

 

棉田高清地圖
 

棉田多光譜長勢監(jiān)測
 
  2. 無人機(jī)應(yīng)用有利于提高“水肥藥”利用率,可實(shí)現(xiàn)節(jié)水省藥。
 
  2021 年 8 月,大疆植保無人機(jī)在先正達(dá)集團(tuán)中國位于廣西武鳴認(rèn)證的沃柑示范園進(jìn)行了應(yīng)用,結(jié)果顯示無人機(jī)的用藥量比人工少 25%-30%,用水量節(jié)省超過 95% ,且能夠有效防治潛葉蛾、薊馬、蚜蟲、以及潰瘍病。
 
  大疆植保無人機(jī)作業(yè)能夠節(jié)水省藥,是因?yàn)槠鋰姙㈧F化粒徑細(xì),通過風(fēng)場用較少的水量帶動藥液覆蓋到果皮葉面。相比于人工打藥需要從上到下澆透果樹,造成藥液浪費(fèi),無人機(jī)作業(yè)的藥液利用率更高。

先正達(dá)沃柑示范園——人工用藥及飛防用藥量對比
 
  3. 精準(zhǔn)農(nóng)業(yè),變量應(yīng)用
 
  使用大疆精靈 4RTK 多光譜版規(guī)劃測繪航線、拍照獲取正射影像,然后通過大疆智圖或智慧農(nóng)業(yè)云平臺進(jìn)行任務(wù)重建以及進(jìn)行 AI 識別作業(yè)對象后,生成變量作業(yè)航線,即可實(shí)現(xiàn)植保無人飛機(jī)變量任務(wù)作業(yè)。
 
  大疆智慧農(nóng)業(yè)云平臺是一個(gè)基于地圖的SAAS(軟件即服務(wù)) 平臺,為種植者提供農(nóng)業(yè)無人機(jī)解決方案,并為精確農(nóng)業(yè)應(yīng)用提供幫助處理圖像數(shù)據(jù)和管理無人機(jī)操作的服務(wù)。
 

 

  在大疆智慧農(nóng)業(yè)云平臺中,可以使用平衡法或分級法實(shí)現(xiàn)自動變量作業(yè)。平衡法適用于全田作業(yè)、但需要根據(jù)長勢均衡調(diào)整用量的場景;分級法適用于區(qū)域性補(bǔ)肥、打藥的場景。

毛豆精準(zhǔn)管理和變量作業(yè)提高產(chǎn)量
 

馬鈴薯精準(zhǔn)管理和變量作業(yè)提高產(chǎn)量
 
  此外,無人機(jī)還在治理新疆棉田堿斑、保障棉花齊苗、以及江蘇、黑龍江農(nóng)墾農(nóng)場水稻精細(xì)管理、新西蘭啤酒花園地、日本茶園等國內(nèi)外場景有大量應(yīng)用。
 
  目前,我國面臨的小農(nóng)經(jīng)濟(jì)、農(nóng)村老齡化、農(nóng)村勞動力短缺、人工成本占比高等問題必然促使智慧農(nóng)業(yè)快速發(fā)展。2021 年中央一號文件提出,發(fā)展智慧農(nóng)業(yè),建立農(nóng)業(yè)農(nóng)村大數(shù)據(jù)體系,推動新一代信息技術(shù)與農(nóng)業(yè)生產(chǎn)經(jīng)營深度融合。無人機(jī)、5G 等技術(shù)將全面深入應(yīng)用于智慧農(nóng)業(yè)藍(lán)圖中。
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