{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:22:49Z","timestamp":1750220569964,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":33,"publisher":"ACM","license":[{"start":{"date-parts":[[2021,1,16]],"date-time":"2021-01-16T00:00:00Z","timestamp":1610755200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2021,1,16]]},"DOI":"10.1145\/3474944.3474960","type":"proceedings-article","created":{"date-parts":[[2021,10,15]],"date-time":"2021-10-15T14:38:28Z","timestamp":1634308708000},"page":"94-98","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":2,"title":["Review of Research on Irrigation Decision Control"],"prefix":"10.1145","author":[{"given":"Jie","family":"Chen","sequence":"first","affiliation":[{"name":"Tongji University, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xuan","family":"Ji","sequence":"additional","affiliation":[{"name":"Tongji University, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Junhui","family":"Wu","sequence":"additional","affiliation":[{"name":"Tongji University, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yusheng","family":"Wu","sequence":"additional","affiliation":[{"name":"Equipment Management Department Xiamen Tobacco Industrial Co.,Ltd., China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kaiyan","family":"Lin","sequence":"additional","affiliation":[{"name":"Tongji University, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Huiping","family":"Si","sequence":"additional","affiliation":[{"name":"Tongji University, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2021,10,15]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Research and implementation of irrigation decision system for typical crop facility agriculture [D]","author":"Hua Yan","year":"2016","unstructured":"Yan Hua . 2016. Research and implementation of irrigation decision system for typical crop facility agriculture [D] . China Agricultural University , 2016 . Yan Hua. 2016. Research and implementation of irrigation decision system for typical crop facility agriculture [D]. China Agricultural University,2016."},{"key":"e_1_3_2_1_2_1","volume-title":"Research and development of greenhouse intelligent irrigation system based on cloud platform [D]","author":"Lei Zhao","year":"2020","unstructured":"Zhao Lei . Research and development of greenhouse intelligent irrigation system based on cloud platform [D] . Lanzhou University of Technology , 2020 . Zhao Lei. Research and development of greenhouse intelligent irrigation system based on cloud platform [D]. Lanzhou University of Technology,2020."},{"issue":"09","key":"e_1_3_2_1_3_1","first-page":"66","article-title":"Precision irrigation decision and control technology [J]. Water conservancy","volume":"2016","author":"Jiabin Cai","unstructured":"Cai Jiabin , Zhang Baozhong , Liu Yu . Precision irrigation decision and control technology [J]. Water conservancy in China , 2016 ( 09 ): 66 - 67 . Cai Jiabin, Zhang Baozhong, Liu Yu. Precision irrigation decision and control technology [J]. Water conservancy in China,2016(09):66-67.","journal-title":"China"},{"key":"e_1_3_2_1_4_1","unstructured":"Xu Chen Yan Weiping sun Ning Liu Xiaolong Zhao Hongxiang Tan Guobo Wu Zhihai Zhang Jiangan Zhang Lihua Bian Shaofeng. Effects of different irrigation treatments on physiological characteristics of spring maize [J]. Journal of irrigation and drainage 2021 40 (01): 7-14  Xu Chen Yan Weiping sun Ning Liu Xiaolong Zhao Hongxiang Tan Guobo Wu Zhihai Zhang Jiangan Zhang Lihua Bian Shaofeng. Effects of different irrigation treatments on physiological characteristics of spring maize [J]. Journal of irrigation and drainage 2021 40 (01): 7-14"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.20895\/infotel.v11i1.421"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"crossref","unstructured":"Francesco Morari Luigi Giardini. Irrigation automation with heterogeneous vegetation: the case of the Padova botanical garden[J]. Agricultural Water Management 2002 55(3).  Francesco Morari Luigi Giardini. Irrigation automation with heterogeneous vegetation: the case of the Padova botanical garden[J]. Agricultural Water Management 2002 55(3).","DOI":"10.1016\/S0378-3774(01)00192-5"},{"key":"e_1_3_2_1_7_1","volume-title":"Remote sensing retrieval of surface temperature in irrigation area based on verification of ground infrared detection system [J]. Journal of agricultural engineering","author":"Jiabing Cai","year":"2017","unstructured":"Cai Jiabing , Bai Liangliang , Xu Di , Li Yinong , Liu Yu . Remote sensing retrieval of surface temperature in irrigation area based on verification of ground infrared detection system [J]. Journal of agricultural engineering , 2017 ,33 (05): 108-114. Cai Jiabing, Bai Liangliang, Xu Di, Li Yinong, Liu Yu. Remote sensing retrieval of surface temperature in irrigation area based on verification of ground infrared detection system [J]. Journal of agricultural engineering, 2017,33 (05): 108-114."},{"issue":"09","key":"e_1_3_2_1_8_1","first-page":"126","article-title":"Research on wireless sensor network irrigation system based on crop canopy temperature change [J]","volume":"32","author":"Yuanjun Cao","year":"2010","unstructured":"Cao Yuanjun , Wang Xinzhong . Research on wireless sensor network irrigation system based on crop canopy temperature change [J] . Agricultural Mechanization Research , 2010 , 32 ( 09 ): 126 - 129 Cao Yuanjun, Wang Xinzhong. Research on wireless sensor network irrigation system based on crop canopy temperature change [J]. Agricultural Mechanization Research, 2010,32 (09): 126-129","journal-title":"Agricultural Mechanization Research"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.3390\/s18020397"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"crossref","unstructured":"Charturong Chansetis Yutaka Shinohara. Et al. Effect of optimization of fertigation management on growth yield nitrate and water use efficiency in tomato bag culture based on integrated solar radiation and vapor pressure deficit values[J]. Environment Control biolony. 2005 43(1):13-20.  Charturong Chansetis Yutaka Shinohara. Et al. Effect of optimization of fertigation management on growth yield nitrate and water use efficiency in tomato bag culture based on integrated solar radiation and vapor pressure deficit values[J]. Environment Control biolony. 2005 43(1):13-20.","DOI":"10.2525\/ecb.43.13"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.2503\/hrj.6.189"},{"key":"e_1_3_2_1_12_1","volume-title":"Ning Huifeng, Wang Feng. Evaluation of water saving and conditioning irrigation scheme for greenhouse tomato [J]. Journal of drainage and irrigation mechanical engineering","author":"Hao Liu","year":"2014","unstructured":"Liu Hao , Duan aiwang, sun Jingsheng , Ning Huifeng, Wang Feng. Evaluation of water saving and conditioning irrigation scheme for greenhouse tomato [J]. Journal of drainage and irrigation mechanical engineering , 2014 ,32 (06): 529-534 + 540. Liu Hao, Duan aiwang, sun Jingsheng, Ning Huifeng, Wang Feng. Evaluation of water saving and conditioning irrigation scheme for greenhouse tomato [J]. Journal of drainage and irrigation mechanical engineering, 2014,32 (06): 529-534 + 540."},{"key":"e_1_3_2_1_13_1","volume-title":"Zheng Zhen. Real time precision irrigation decision and control system for solar greenhouse based on ET and water balance [J]. Journal of agricultural engineering","author":"Zhe Gu","year":"2018","unstructured":"Gu Zhe , Yuan Shouqi , Qi Zhiming , Wang Xinkun , Cai bin , Zheng Zhen. Real time precision irrigation decision and control system for solar greenhouse based on ET and water balance [J]. Journal of agricultural engineering , 2018 ,34 (23): 101-108 Gu Zhe, Yuan Shouqi, Qi Zhiming, Wang Xinkun, Cai bin, Zheng Zhen. Real time precision irrigation decision and control system for solar greenhouse based on ET and water balance [J]. Journal of agricultural engineering, 2018,34 (23): 101-108"},{"issue":"04","key":"e_1_3_2_1_14_1","first-page":"246","article-title":"Development and key technology application progress of Agricultural Internet of things [J]","volume":"36","author":"Huaibin Qin","year":"2014","unstructured":"Qin Huaibin , Li Daoliang , Guo Li . Development and key technology application progress of Agricultural Internet of things [J] . Agricultural Mechanization Research , 2014 , 36 ( 04 ): 246 - 248 + 252 Qin Huaibin, Li Daoliang, Guo Li. Development and key technology application progress of Agricultural Internet of things [J]. Agricultural Mechanization Research, 2014,36 (04): 246-248 + 252","journal-title":"Agricultural Mechanization Research"},{"key":"e_1_3_2_1_15_1","volume-title":"Research and application status and Development Countermeasures of Agricultural Internet of things [J]. Journal of agricultural machinery","author":"Wenjie Ge","year":"2014","unstructured":"Ge Wenjie , Zhao Chunjiang . Research and application status and Development Countermeasures of Agricultural Internet of things [J]. Journal of agricultural machinery , 2014 ,45 (07): 222-230 + 277. Ge Wenjie, Zhao Chunjiang. Research and application status and Development Countermeasures of Agricultural Internet of things [J]. Journal of agricultural machinery, 2014,45 (07): 222-230 + 277."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"crossref","unstructured":"Alexandros Kaloxylos Robert Eigenmann Frederick Teye Zoi Politopoulou Sjaak Wolfert Claudia Shrank Markus Dillinger Ioanna Lampropoulou Eleni Antoniou Liisa Pesonen Huether Nicole Floerchinger Thomas Nancy Alonistioti George Kormentzas. Farm management systems and the Future Internet era[J]. Computers and Electronics in Agriculture 2012 89.  Alexandros Kaloxylos Robert Eigenmann Frederick Teye Zoi Politopoulou Sjaak Wolfert Claudia Shrank Markus Dillinger Ioanna Lampropoulou Eleni Antoniou Liisa Pesonen Huether Nicole Floerchinger Thomas Nancy Alonistioti George Kormentzas. Farm management systems and the Future Internet era[J]. Computers and Electronics in Agriculture 2012 89.","DOI":"10.1016\/j.compag.2012.09.002"},{"key":"e_1_3_2_1_17_1","volume-title":"Litchi garden information acquisition and intelligent irrigation expert decision system based on Internet of things [J]. Journal of agricultural engineering","author":"Guoxiong Yu","year":"2016","unstructured":"Yu Guoxiong , Wang Weixing , Xie Jiaxing , Lu Huazhong , Lin Jinbin , Mo Haofan . Litchi garden information acquisition and intelligent irrigation expert decision system based on Internet of things [J]. Journal of agricultural engineering , 2016 ,32 (20): 144-152 Yu Guoxiong, Wang Weixing, Xie Jiaxing, Lu Huazhong, Lin Jinbin, Mo Haofan. Litchi garden information acquisition and intelligent irrigation expert decision system based on Internet of things [J]. Journal of agricultural engineering, 2016,32 (20): 144-152"},{"key":"e_1_3_2_1_18_1","volume-title":"Research on intelligent irrigation system based on Grey Theory and fuzzy control [D]","author":"Shengli Ma","year":"2013","unstructured":"Ma Shengli . Research on intelligent irrigation system based on Grey Theory and fuzzy control [D] . Shaanxi University of science and technology, 2013 Ma Shengli. Research on intelligent irrigation system based on Grey Theory and fuzzy control [D]. Shaanxi University of science and technology, 2013"},{"issue":"24","key":"e_1_3_2_1_19_1","first-page":"15170","article-title":"research on melon disease and pest diagnosis and treatment expert system based on fuzzy theory [J]","volume":"39","author":"Zhang","year":"2011","unstructured":"Zhang min. research on melon disease and pest diagnosis and treatment expert system based on fuzzy theory [J] . Anhui Agricultural Sciences , 2011 , 39 ( 24 ): 15170 - 15171 + 15174 Zhang min. research on melon disease and pest diagnosis and treatment expert system based on fuzzy theory [J]. Anhui Agricultural Sciences, 2011,39 (24): 15170-15171 + 15174","journal-title":"Anhui Agricultural Sciences"},{"issue":"05","key":"e_1_3_2_1_20_1","first-page":"188","article-title":"Development of greenhouse weed identification expert system based on fuzzy reasoning in Bashang area [J]","volume":"34","author":"Guiyun Xiao","year":"2012","unstructured":"Xiao Guiyun , Qin Shuwen . Development of greenhouse weed identification expert system based on fuzzy reasoning in Bashang area [J] . Agricultural Mechanization Research , 2012 , 34 ( 05 ): 188 - 190 + 195. Xiao Guiyun, Qin Shuwen. Development of greenhouse weed identification expert system based on fuzzy reasoning in Bashang area [J]. Agricultural Mechanization Research, 2012,34 (05): 188-190 + 195.","journal-title":"Agricultural Mechanization Research"},{"key":"e_1_3_2_1_21_1","volume-title":"Liu Xiaodong, Zhang Lixia, Zhang Xiaodi. Inference mechanism of Wheat Water Saving Expert System [J]. Computer engineering and application","author":"Liping Chu","year":"2004","unstructured":"Chu Liping , Yang maishun , Liu Xiaodong, Zhang Lixia, Zhang Xiaodi. Inference mechanism of Wheat Water Saving Expert System [J]. Computer engineering and application , 2004 (12): 216-219. Chu Liping, Yang maishun, Liu Xiaodong, Zhang Lixia, Zhang Xiaodi. Inference mechanism of Wheat Water Saving Expert System [J]. Computer engineering and application, 2004 (12): 216-219."},{"key":"e_1_3_2_1_22_1","volume-title":"Decision algorithm of irrigation time based on fuzzy logic system [J]. Water saving irrigation","author":"Dong Liu","year":"2018","unstructured":"Liu Dong , Zhang Changming . Decision algorithm of irrigation time based on fuzzy logic system [J]. Water saving irrigation , 2018 (10): 74-77. Liu Dong, Zhang Changming. Decision algorithm of irrigation time based on fuzzy logic system [J]. Water saving irrigation, 2018 (10): 74-77."},{"issue":"14","key":"e_1_3_2_1_23_1","first-page":"184","article-title":"Greenhouse grape planting irrigation algorithm based on fuzzy control theory [J]","volume":"45","author":"Jian Wang","year":"2017","unstructured":"Wang Jian , Xie Nan , Huang Chunying . Greenhouse grape planting irrigation algorithm based on fuzzy control theory [J] . Jiangsu Agricultural Sciences , 2017 , 45 ( 14 ): 184 - 188 . Wang Jian, Xie Nan, Huang Chunying. Greenhouse grape planting irrigation algorithm based on fuzzy control theory [J]. Jiangsu Agricultural Sciences, 2017,45 (14): 184-188.","journal-title":"Jiangsu Agricultural Sciences"},{"key":"e_1_3_2_1_24_1","volume-title":"Li Li Min, Zhang Shun Feng. Irrigation time decision based on apso-elm and fuzzy logic [J]. China Rural Water Conservancy and hydropower","author":"Ming Tian Qiang","year":"2020","unstructured":"Tian Qiang Ming , Wen Zong Zhou , Li Li Min, Zhang Shun Feng. Irrigation time decision based on apso-elm and fuzzy logic [J]. China Rural Water Conservancy and hydropower , 2020 (04): 124-128. Tian Qiang Ming, Wen Zong Zhou, Li Li Min, Zhang Shun Feng. Irrigation time decision based on apso-elm and fuzzy logic [J]. China Rural Water Conservancy and hydropower, 2020 (04): 124-128."},{"key":"e_1_3_2_1_25_1","volume-title":"Design and implementation of agricultural irrigation control and management system based on Internet of things [D]","author":"Bowen Li","year":"2019","unstructured":"Li Bowen . Design and implementation of agricultural irrigation control and management system based on Internet of things [D] . University of information engineering , strategic support force, 2019 . Li Bowen. Design and implementation of agricultural irrigation control and management system based on Internet of things [D]. University of information engineering, strategic support force, 2019."},{"key":"e_1_3_2_1_26_1","volume-title":"Research and development of greenhouse intelligent irrigation system based on cloud platform [D]","author":"Lei Zhao","year":"2020","unstructured":"Zhao Lei . Research and development of greenhouse intelligent irrigation system based on cloud platform [D] . Lanzhou University of technology, 2020 Zhao Lei. Research and development of greenhouse intelligent irrigation system based on cloud platform [D]. Lanzhou University of technology, 2020"},{"key":"e_1_3_2_1_27_1","volume-title":"Design of intelligent irrigation system based on BP neural network and fuzzy control [D]","author":"Hao Yang","year":"2019","unstructured":"Yang Hao . Design of intelligent irrigation system based on BP neural network and fuzzy control [D] . Anhui University of science and technology, 2019 . Yang Hao. Design of intelligent irrigation system based on BP neural network and fuzzy control [D]. Anhui University of science and technology, 2019."},{"key":"e_1_3_2_1_28_1","volume-title":"Research on water saving irrigation model based on fuzzy neural network [J]. Computer and digital engineering","author":"Wenwen Qiao","year":"2019","unstructured":"Qiao Wenwen , Wu Chen , Ma Tian . Research on water saving irrigation model based on fuzzy neural network [J]. Computer and digital engineering , 2019 ,47 (07): 1618-1621 Qiao Wenwen, Wu Chen, Ma Tian. Research on water saving irrigation model based on fuzzy neural network [J]. Computer and digital engineering, 2019,47 (07): 1618-1621"},{"issue":"07","key":"e_1_3_2_1_29_1","first-page":"225","article-title":"Large scale greenhouse water saving irrigation system based on Lora and GA-BP [J]","volume":"51","author":"Li","year":"2020","unstructured":"Li zaopeng, Li Wenzhu , Liu Jingran , Liu Xin . Large scale greenhouse water saving irrigation system based on Lora and GA-BP [J] . Renmin Changjiang River , 2020 , 51 ( 07 ): 225 - 230 . Li zaopeng, Li Wenzhu, Liu Jingran, Liu Xin. Large scale greenhouse water saving irrigation system based on Lora and GA-BP [J]. Renmin Changjiang River, 2020,51 (07): 225-230.","journal-title":"Renmin Changjiang River"},{"key":"e_1_3_2_1_30_1","volume-title":"Comparison of BP neural network and GA-BP crop water demand prediction model [J]. Journal of drainage and irrigation machinery engineering","author":"Jiang","year":"2018","unstructured":"Jiang xianqun, Chen Wufen . Comparison of BP neural network and GA-BP crop water demand prediction model [J]. Journal of drainage and irrigation machinery engineering , 2018 ,36 (08): 762-766. Jiang xianqun, Chen Wufen. Comparison of BP neural network and GA-BP crop water demand prediction model [J]. Journal of drainage and irrigation machinery engineering, 2018,36 (08): 762-766."},{"key":"e_1_3_2_1_31_1","volume-title":"Agricultural irrigation prediction based on Grey Relational Analysis and BP neural network [J]. Practice and understanding of mathematics","author":"Xiaoyan Liu","year":"2020","unstructured":"Liu Xiaoyan . Agricultural irrigation prediction based on Grey Relational Analysis and BP neural network [J]. Practice and understanding of mathematics , 2020 ,50 (08): 287-291. Liu Xiaoyan. Agricultural irrigation prediction based on Grey Relational Analysis and BP neural network [J]. Practice and understanding of mathematics, 2020,50 (08): 287-291."},{"key":"e_1_3_2_1_32_1","volume-title":"Research on the construction of smart irrigation system based on big data [J]. Automation and instrumentation","author":"Guowan Wu","year":"2021","unstructured":"Wu Guowan . Research on the construction of smart irrigation system based on big data [J]. Automation and instrumentation , 2021 (02): 148-152 Wu Guowan. Research on the construction of smart irrigation system based on big data [J]. Automation and instrumentation, 2021 (02): 148-152"},{"key":"e_1_3_2_1_33_1","volume-title":"Research on intelligent irrigation decision-making mechanism based on crop water field data mining [D]","author":"Lei Wang","year":"2020","unstructured":"Wang Lei . Research on intelligent irrigation decision-making mechanism based on crop water field data mining [D] . Northwest University of agriculture and forestry science and technology, 2020 Wang Lei. Research on intelligent irrigation decision-making mechanism based on crop water field data mining [D]. Northwest University of agriculture and forestry science and technology, 2020"}],"event":{"name":"BDET 2021: 2021 the 3rd International Conference on Big Data Engineering and Technology","acronym":"BDET 2021","location":"Singapore Singapore"},"container-title":["2021 the 3rd International Conference on Big Data Engineering and Technology (BDET)"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3474944.3474960","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3474944.3474960","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T21:28:44Z","timestamp":1750195724000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3474944.3474960"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,1,16]]},"references-count":33,"alternative-id":["10.1145\/3474944.3474960","10.1145\/3474944"],"URL":"https:\/\/doi.org\/10.1145\/3474944.3474960","relation":{},"subject":[],"published":{"date-parts":[[2021,1,16]]},"assertion":[{"value":"2021-10-15","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}