Artificial Intelligence and Smart Agriculture: Technology and Applications
暫譯: 人工智慧與智慧農業:技術與應用
Pandey, Kusum, Kushwaha, N. L., Pande, Chaitanya B.
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商品描述
商品描述(中文翻譯)
隨著科技持續滲透現代社會,農業開始採用數位計算和數據驅動的創新。這種「智慧」農業的興起促進了該領域的各種進步,包括自動化設備以及氣候、牲畜和植物數據的收集。隨著連接性和數據管理不斷革新農業產業,實證研究對於理解這些技術發展是必要的。本書探討了各種人工智慧技術的應用,通過識別和描述智慧農業和農業的技術性、功能性和非功能性未來技術。書中還提出了解決現實世界問題的實際應用機會,包括精準灌溉、溫室數據、牲畜監控、自動化、農業物聯網生態系統、雲計算、精準農業的移動機器人、遙感應用和數據挖掘等貢獻。此外,本書提供了有關不同無土技術的摘要資訊,如水耕、氣耕和魚菜共生等。本書特別適合農民、農業專家、產品經理、農場持有者、製造商、設備供應商、工業界人士、政府專業人員、研究人員、學者以及尋求當前農業和農業技術應用研究的學生。
作者簡介
Er. N. L. Kushwaha is a scientist at the Indian Council of Agricultural Research (ICAR)-Indian Agricultural Research Institute (IARI) located in Pusa Campus, New Delhi, India. He has been involved in teaching and research at the institute for the past four years. Prior to joining IARI, he worked as an assistant agricultural engineer (AAE) at the National Seeds Corporation, Ltd. for over three years. During his time there, he specialized in exploring sensor-based irrigation systems such as central pivot irrigation systems for precise water application. He has authored 1 book, 10 book chapters, and 35 research papers in national and international journals. His research interests include AI in water resource management and planning, remote sensing, geographic information systems (GIS), climate change, watershed modeling and management.
Dr. Chaitanya Pande is a GIS consultant at Primus Partners Private Limited, Delhi, India. He completed a Ph.D. in Environment Science from Sant Gadge Baba Amravati University, Amravati, and an M.Sc. in Geo-informatics from Amravati University in 2011. He has more than 10 years of teaching, research, and industrial experience. He is a reviewer for several scientific journals of high international reputations with editorial board membership in the Journal of the American Agricultural and Biological Sciences. He has published 57 research papers, 1 textbook, 1 edited book, 19 conferences papers, and 5 book chapters with more than 830 citations. His research interests include Remote Sensing, GIS, Google Earth Engine, Machine learning, watershed management, hydrogeology, hydrological modeling, drought monitoring, land use and land cover analysis, groundwater quality, urban planning, hydro-geochemistry, groundwater modelling, geology, hyperspectral remote sensing, remote sensing and GIS application in natural resources management, watershed management, and environmental monitoring and assessment subjects. Dr. K. G. Singh is a principal scientist at Punjab Agricultural University (PAU), Ludhiana, Punjab, India. He has 31 years of research experience in water resources management, micro irrigation, protected cultivation and computer simulation modeling. He has achieved wide international exposure by visiting many countries to participate in conferences and meetings or advanced trainings in net house designing. He has led 6 research projects as a principal investigator (PI) and co-PI. His scientific contributions to farmers are documented by the inclusion of his 10 recommendations in the Package of Practices of PAU in the field of protected cultivation, drip irrigation, mulch-laying machines, and soilless cultivation of vegetables in polyhouse and rooftop vegetable nutrition garden models. He has published more than 55 research papers in national and international journals. He is also credited with 1 book, 10 book chapters, 12 research bulletins, 23 popular articles, and 17 TV and radio talks.作者簡介(中文翻譯)
庫蘇姆·潘迪博士目前正在一個充滿活力的村莊計劃中工作。她在國內外期刊上發表了超過20篇研究論文和書籍章節。她是許多知名期刊的審稿人,包括Springer、Elsevier和Taylor and Francis。她的研究興趣包括無土栽培、精準農業、有機農業、自然資源管理、水文建模、氣候變遷、人工智慧和水質。
恩·L·庫什瓦哈工程師是印度農業研究委員會(ICAR)-印度農業研究所(IARI)的一名科學家,該所位於印度新德里的普薩校區。他在該所從事教學和研究已有四年。加入IARI之前,他在國家種子公司(National Seeds Corporation, Ltd.)擔任助理農業工程師(AAE)超過三年。在那段時間裡,他專注於探索基於傳感器的灌溉系統,例如中央樞紐灌溉系統,以實現精確的水分應用。他已發表1本書、10個書籍章節和35篇國內外研究論文。他的研究興趣包括水資源管理和規劃中的人工智慧、遙感技術、地理資訊系統(GIS)、氣候變遷、流域建模和管理。
查伊坦亞·潘德博士是印度德里的Primus Partners Private Limited的GIS顧問。他於2011年在Sant Gadge Baba Amravati University獲得環境科學博士學位,並在Amravati University獲得地理資訊科學碩士學位。他擁有超過10年的教學、研究和工業經驗。他是幾本國際知名科學期刊的審稿人,並在Journal of the American Agricultural and Biological Sciences擔任編輯委員會成員。他已發表57篇研究論文、1本教科書、1本編輯書籍、19篇會議論文和5個書籍章節,引用次數超過830次。他的研究興趣包括遙感技術、GIS、Google Earth Engine、機器學習、流域管理、水文地質學、水文建模、乾旱監測、土地利用和土地覆蓋分析、地下水質、城市規劃、水文地球化學、地下水建模、地質學、高光譜遙感、以及在自然資源管理、流域管理和環境監測與評估中的遙感和GIS應用。K·G·辛格博士是印度旁遮普農業大學(PAU)的一名首席科學家,位於旁遮普的盧迪亞納。他在水資源管理、微灌溉、保護性栽培和計算機模擬建模方面擁有31年的研究經驗。他通過訪問多個國家參加會議、會議或網屋設計的高級培訓,獲得了廣泛的國際曝光。他作為首席研究員(PI)和共同首席研究員(co-PI)領導了6個研究項目。他對農民的科學貢獻通過將他的10項建議納入PAU的保護性栽培、滴灌、覆蓋機器和無土蔬菜栽培的實踐包中得到了記錄。他在國內外期刊上發表了超過55篇研究論文。他還出版了1本書、10個書籍章節、12份研究公報、23篇通俗文章,以及17次電視和廣播講座。