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基于APSIM模型的低纬高原蔗区甘蔗生产潜力
引用本文:张跃彬,毛钧,李如丹,刀静梅,余凌翔,王靖.基于APSIM模型的低纬高原蔗区甘蔗生产潜力[J].农业工程学报,2023,39(3):123-133.
作者姓名:张跃彬  毛钧  李如丹  刀静梅  余凌翔  王靖
作者单位:1. 中国农业大学农学院,北京 100193; 2. 云南省农业科学院甘蔗研究所,开远 661699;;2. 云南省农业科学院甘蔗研究所,开远 661699; 3. 中国农业大学资源与环境学院,北京 100193;;4. 云南省气候中心,昆明 650034;
基金项目:国家自然科学基金项目(31860341),云南省科技人才与平台计划(202205AM070001)资助
摘    要:针对中国(云南)低纬高原蔗区甘蔗产业高质量发展受限于不同生态条件下的甘蔗生产潜力缺乏系统评估的问题,该研究基于低纬高原不同生态蔗区17个代表站点1981–2010年的气象资料,采用大田试验数据统计结合APSIM(agricultural production systems simulator)作物模型模拟的方法,分析了典型播期充分灌溉和雨养条件下甘蔗主栽品种的蔗茎产量和糖分差异,并对不同水平的甘蔗生产潜力进行了系统评估。结果表明,无论在灌溉模式还是雨养模式下,不同生态蔗区的甘蔗生产潜力和产量差均存在差异,特别是半湿润蔗区的灌溉模式与雨养模式之间产量差异显著(P<0.05),增产潜力大;典型春播种植模式下,湿润区的潜在产量为123.1~134.6 t/hm2,半湿润区的潜在产量为99.3~132.7 t/hm2,当前农户平均单产已达72.0 t/hm2,仍有25.2%~45.4%的蔗茎增产潜力,7.4%~11.1%的糖分增产潜力,以及25.5%~49.7%的蔗糖增产潜力。蔗区生态气候、播期水氮管理优化和良种推广是影...

关 键 词:作物  模型  灌溉  气候  产量  蔗糖分
收稿时间:2022/10/19 0:00:00
修稿时间:2023/1/16 0:00:00

Simulating sugarcane yield potential and yield gap in the low latitude plateau of China based on APSIM
ZHANG Yuebin,MAO Jun,LI Rudan,DAO Jingmei,YU Lingxiang,WANG Jing.Simulating sugarcane yield potential and yield gap in the low latitude plateau of China based on APSIM[J].Transactions of the Chinese Society of Agricultural Engineering,2023,39(3):123-133.
Authors:ZHANG Yuebin  MAO Jun  LI Rudan  DAO Jingmei  YU Lingxiang  WANG Jing
Institution:1. College of Agronomy and Biotechnology, China Agricultural University, Beijing 100193, China; 2. Sugarcane Research Institute, Yunnan Academy of Agricultural Sciences, Kaiyuan, 661699, China;;2. Sugarcane Research Institute, Yunnan Academy of Agricultural Sciences, Kaiyuan, 661699, China; 3. College of Resources and Environmental Sciences, China Agricultural University, Beijing 100193, China;;4. Yunnan Climate Center, Kunming, 650034, China;
Abstract:Sugarcane is one of the major sugar crops in the dominant sugarcane areas of Yunnan Province of China, located in the traditional low latitude plateau with the most abundant ecological regions for sugarcane growing. In this study, the cane yield potential and yield gap matters were analyzed to greatly promote cane production on large scale. The meteorological data was collected from 1981 to 2010 across 17 locations under varying ecotypes, and then combined with data obtained from the field experiments and APSIM (Agricultural Production Systems sIMulator) modeling. The simulation was performed on the cane yield and sugar content of dominant sugarcane cultivars under full irrigation and nature rain-fed conditions in different ecotypes regions. The results indicated that there were significant differences in the low-latitude plateau, while the large interannual varied greatly from the different levels of the cane yield potential and yield gaps. Furthermore, the yield potential was 123.1-134.6 t/hm2 under the typical spring planting conditions, if as humid region, or 99.3-132.7 t/hm2 if as a semi-humid region. Although the actual cane yield reached 72 t/hm2, there were still 25.2% to 45.4% cane yield potential, 7.4% to 11.1% sugar content yield potential, and 25.5% to 49.7% sucrose yield potential were expected in the low latitude plateau. Three key elements were selected to enhance the yield potential of sugarcane, including the suitable ecological climate, the optimization of sowing date, water, and nitrogen management, as well as the promotion and planting of excellent sugarcane varieties. The humid region presented sufficient precipitation, indicating the small gap of cane yield potential between irrigation and rainfed condition in terms of ecological climate. By contrast, there was no significant between the irrigation and rainfed cane yield, leading to a decrease in the sugar content. Therefore, the natural rainfed was suitable as the main sugarcane planting strategy in a humid region, particularly on the higher and stabler cane yield. There was a significant yield increase by irrigation in the semi-humid region with insufficient precipitation, due to the larger irrigation-rainfed yield gap. It was more suitable for water-saving irrigation as the main sugarcane planting strategy, focusing on the higher sugar content and water-nitrogen use efficiency. In terms of sowing season and water-nitrogen management optimization, the spring cane presented moderate growing days (360 d), moderate water-nitrogen demand (N-fertilization 120 kg/hm2, irrigation 656 mm in humid regions, and 970 mm in semi-humid region), which was far lower than that of the autumn cane demand (growing 480 d, N-fertilization 240 kg/hm2, irrigation 964 mm in the humid region and 1 342 mm in the semi-humid region), meanwhile the spring cane still remained the relatively high cane yield (122-133 t/hm2). The spring cane dominated the planting mode and combined with the optimization of the sowing-date. The water-nitrogen management was widely accepted as effective cultivation to improve the sugarcane yield and water-nitrogen use efficiency in the low latitude plateau. In the promotion of excellent cultivars, the YZ0551 was recommended as the main cultivar in both humid and semi-humid regions for outstanding cane yield performance. GL05136 was also recommended as the main cultivar in the humid region for its outstanding sugar content performance. The finding can provide a basis for the sustainable development of the sugarcane industry in the low-latitude plateau cane area, especially water-saving and drought-resistant cultivation.
Keywords:crop  model  irrigation  climate  yield  sugar content
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