近幾年爆發食安問題，越來越多人開始注重「食」的健康，消費者對農產品的品質要求提升，同時面對全球暖化、氣候變遷加上農業人口老化等所導致的糧食供應短缺、糧價上漲以及從事農業的人力大幅短缺等問題，使得農業生產力受到衝擊。隨著時代的進步，網路科技、大數據的應用、物聯網的發達，本論文以佳豐有機農場為實驗場域，在棚架中佈置溫度、濕度、光照、土壤濕度感測器，透過物聯網搜集作物生長環境資料，將資料進行分析，依據分析結果給予作物喜歡的生長環境，以科技化的方式經營管理，藉此達到提升作物品質、提高生產效率之目的，突破農業困境。

Food safety problems have broken out in recent years. More and more people have begun to pay attention to the health of food, and consumers have raised their requirements for the quality of agricultural products. At the same time, facing the food supply caused by global warming, climate change and the aging agricultural population. Problems such as shortages, rising food prices, and a sharp shortage of manpower engaged in agriculture have affected agricultural productivity. With the progress of the times, the application of Internet technology, big data, and the development of the Internet of Things, this paper uses the Jiafeng Organic Farm as the experimental field, and arranges temperature, humidity, light, and soil moisture sensors in the scaffolding. Collect crop growth environment data through the Internet of Things, analyze the data, give crops a favorite growth environment based on the analysis results, and operate and manage in a scientific and technological manner, so as to achieve the purpose of improving crop quality and production efficiency, and breaking through the agricultural dilemma.

摘要 II
ABSTRACT III
表目錄 VI
圖目錄 VII
第1章 緒論 1
第一節 研究背景 1
第二節 研究動機與目的 1
第三節 論文架構 3
第四節 研究貢獻 4
第2章 文獻探討 5
第一節 溫室介紹 5
第二節 植物工廠介紹 5
第三節 溫室與植物工廠比較 6
第四節 物聯網介紹 7
第五節 智慧農業 7
第六節 相關研究 8
第3章 研究方法 11
第一節 硬體架構 14
第二節 開發環境 19
第4章 實驗與結果 21
第一節 實驗流程 23
第二節 建置實驗環境設定 25
第三節 資料預先處理 27
第四節 圖表分析 28
第五節 決策樹 36
第5章 結論與未來展望 54
第一節 結論 54
第二節 研究限制 54
第三節 未來規劃 55
參考文獻 56
附錄 59
物聯網感測器模組開發程式 59

[1] "台灣農業之展望." https://www.coa.gov.tw/ws.php?id=10429 (accessed 7/5, 2020).
[2] 楊智凱、施瑩艷、楊舒涵, "以智慧科技邁向臺灣農業 4.0 時代," 行政院農委會農 政與農情資訊, vol. 289, 2016.
[3] J. M. Talavera et al., "Review of IoT applications in agro-industrial and environmental fields," Computers and Electronics in Agriculture, vol. 142, pp. 283-297, 2017.
[4] A. Zanella, N. Bui, A. Castellani, L. Vangelista, and M. Zorzi, "Internet of things for smart cities," IEEE Internet of Things journal, vol. 1, no. 1, pp. 22-32, 2014.
[5] L. Sanchez et al., "SmartSantander: IoT experimentation over a smart city testbed," Computer Networks, vol. 61, pp. 217-238, 2014.
[6] E. Park, Y. Cho, J. Han, and S. J. Kwon, "Comprehensive approaches to user acceptance of Internet of Things in a smart home environment," IEEE Internet of Things Journal, vol. 4, no. 6, pp. 2342-2350, 2017.
[7] E. Husni, G. B. Hertantyo, D. W. Wicaksono, F. C. Hasibuan, A. U. Rahayu, and M. A. Triawan, "Applied Internet of Things (IoT): car monitoring system using IBM BlueMix," in 2016 International Seminar on Intelligent Technology and Its Applications (ISITIA), 2016: IEEE, pp. 417-422.
[8] C. Brewster, I. Roussaki, N. Kalatzis, K. Doolin, and K. Ellis, "IoT in agriculture: Designing a Europe-wide large-scale pilot," IEEE communications magazine, vol. 55, no. 9, pp. 26-33, 2017.
[9] N. P. Sastra and D. M. Wiharta, "Environmental monitoring as an IoT application in building smart campus of Universitas Udayana," in 2016 International Conference on Smart Green Technology in Electrical and Information Systems (ICSGTEIS), 2016: IEEE, pp. 85-88.
[10] S. R. Islam, D. Kwak, M. H. Kabir, M. Hossain, and K.-S. Kwak, "The internet of things for health care: a comprehensive survey," IEEE access, vol. 3, pp. 678-708, 2015.
[11] L. Li, "Application of the internet of thing in green agricultural products supply chain management," in 2011 Fourth International Conference on Intelligent Computation Technology and Automation, 2011, vol. 1: IEEE, pp. 1022-1025.
[12] O. Vermesan, "European Research Cluster on the Internet of Things-Outlook of IoT Activities in Europe," 2010.
[13] N. Dlodlo and J. Kalezhi, "The internet of things in agriculture for sustainable rural development," in 2015 international conference on emerging trends in networks and computer communications (ETNCC), 2015: IEEE, pp. 13-18.
[14] O. Elijah, T. A. Rahman, I. Orikumhi, C. Y. Leow, and M. N. Hindia, "An overview of Internet of Things (IoT) and data analytics in agriculture: Benefits and challenges," IEEE Internet of Things Journal, vol. 5, no. 5, pp. 3758-3773, 2018.
[15] A. Camilli, C. E. Cugnasca, A. M. Saraiva, A. R. Hirakawa, and P. L. Corrêa, "From wireless sensors to field mapping: Anatomy of an application for precision agriculture," Computers and Electronics in Agriculture, vol. 58, no. 1, pp. 25-36, 2007.
[16] 行政院農業委員會. "農業經營現況." https://www.ey.gov.tw/state/CD050F4E4007084B/0ededcaf-8d80-428e-96b7-7c24feb4ea0d (accessed 9/30, 2021).
[17] 張純嫣. (2016) 因應氣候變遷我國農業之調適策略. 行政院農委會農政與農情資訊.
[18] 顏雯玲. (2016) 推動溫網室設施栽培─輔導產業轉型精緻化生產. 農政與農情.
[19] 方煒. (2011) 話說『植物工廠』. 農業推廣手冊.
[20] J.-S. Lin and C.-Z. Liu, "A monitoring system based on wireless sensor network and an SoC platform in precision agriculture," in 2008 11th IEEE International Conference on Communication Technology, 2008: IEEE, pp. 101-104.
[21] C. Akshay et al., "Wireless sensing and control for precision Green house management," in 2012 Sixth International Conference on Sensing Technology (ICST), 2012: IEEE, pp. 52-56.
[22] H.-c. Lee and H. Yeo, "Design and implimentation of pig farm monitoring system for ubiquitous agriculture," in 2010 International Conference on Information and Communication Technology Convergence (ICTC), 2010: IEEE, pp. 557-558.
[23] N. Kaewmard and S. Saiyod, "Sensor data collection and irrigation control on vegetable crop using smart phone and wireless sensor networks for smart farm," in 2014 IEEE Conference on Wireless Sensors (ICWiSE), 2014: IEEE, pp. 106-112.
[24] 行政院農業委員會. "溫網室來相助，外頭風雨攏不驚." (accessed 8/17, 2020).
[25] 材料世界網. "植物工廠的介紹與發展課題." https://www.materialsnet.com.tw/DocView.aspx?id=11133 (accessed 10/26, 2020).
[26] "物聯網." https://zh.wikipedia.org/wiki/物联网 (accessed 9/22, 2020).
[27] 行政院農業委員會農業試驗所. "智農是什麼." https://www.intelligentagri.com.tw/xmdoc/cont?xsmsid=0J164373919378174143 (accessed 1/30, 2021).
[28] F. Fonthal, "Design and implementation of WSN for precision agriculture in white cabbage crops," in 2017 IEEE XXIV International Conference on Electronics, Electrical Engineering and Computing (INTERCON), 2017: IEEE, pp. 1-4.
[29] C. Li and B. Niu, "Design of smart agriculture based on big data and Internet of things," International Journal of Distributed Sensor Networks, vol. 16, no. 5, p. 1550147720917065, 2020.
[30] M. Lee, J. Hwang, and H. Yoe, "Agricultural production system based on IoT," in 2013 IEEE 16Th international conference on computational science and engineering, 2013: IEEE, pp. 833-837.
[31] J. Muangprathub, N. Boonnam, S. Kajornkasirat, N. Lekbangpong, A. Wanichsombat, and P. Nillaor, "IoT and agriculture data analysis for smart farm," Computers and electronics in agriculture, vol. 156, pp. 467-474, 2019.
[32] F. Balducci, D. Impedovo, and G. Pirlo, "Machine learning applications on agricultural datasets for smart farm enhancement," Machines, vol. 6, no. 3, p. 38, 2018.
[33] T. Truong, A. Dinh, and K. Wahid, "An IoT environmental data collection system for fungal detection in crop fields," in 2017 IEEE 30th Canadian Conference on Electrical and Computer Engineering (CCECE), 2017: IEEE, pp. 1-4.
[34] "NodeMCU開發板ESP8266 WiFi模組介紹." https://pcbdesign88.wordpress.com/2018/04/11/nodemcu開發板esp8266-wifi模組介 (accessed 9/5, 2020).
[35] "什麼是樹莓派." https://sites.google.com/site/rasberrypintust/home/shen-me-shi-shu-mei-pai (accessed 9/15, 2020).
[36] "DHT22 溫濕度感測 (CGGs)." https://zh.wikipedia.org/wiki/%E7%B2%B%E5%87%86%E5%86%9C%E4%B8%9A (accessed 9/22, 2020).
[37] "DFROBOT原廠 BH1750 Light Sensor 環境光傳感器 (SEN097)." http://twarm.com/commerce/product_info.php?products_id=3167 (accessed 9/24, 2020).
[38] "Moisture Sensor 土壤濕度感測器 數位類比 雙輸出." https://www.taiwansensor.com.tw/product/moisture-sensor-土壤濕度感測器/ (accessed 9/22, 2020).
[39] "What is Arduino?" https://www.arduino.cc/en/Guide/Introduction (accessed 9/22, 2020).
[40] 昊青. "RapidMiner Studio." https://www.sciformosa.com.tw/products/rapidminer/47 (accessed 6/30, 2021).