Towards water sustainability in agriculture through closed-loop irrigation
通过闭环灌溉实现农业用水的可持续性
基本信息
- 批准号:560301-2020
- 负责人:
- 金额:$ 6.29万
- 依托单位:
- 依托单位国家:加拿大
- 项目类别:Alliance Grants
- 财政年份:2021
- 资助国家:加拿大
- 起止时间:2021-01-01 至 2022-12-31
- 项目状态:已结题
- 来源:
- 关键词:
项目摘要
Water is essential for our daily life. The challenge of ensuring water and food security has been consistentlyrecognized as one of the most significant global risks by the World Economic Forum over the past decade.Population growth is the primary factor causing the global water supply crisis. The most substantial use offreshwater is in agriculture, which accounts for about 70% of the total freshwater consumption. In Canada,Alberta, BC and Saskatchewan are the top three irrigation water consumers. According to a report of theGovernment of Alberta, the water allocated to irrigation in Alberta is already capped. Any further increase inirrigated acres needs to come primarily from improvements in water efficiency. In the 25 Year SaskatchewanWater Security Plan, efficient use of water is identified as the No. 1 action area to relieve the increasedpressures on water supplies. While agriculture consumes the largest amount of freshwater, the averageagriculture irrigation water efficiency is low (estimated to be around 50% to 60%) due to the open-loop natureof the current irrigation strategy.In the current agricultural irrigation practice, the amount of water to be irrigated and the time to apply theirrigation are essentially determined in advance by the irrigator (the farmer) based on the irrigator's knowledgeand various collected auxiliary field data (e.g., weather information, evapotranspiration (ET) rate, randomlysampled soil moisture) in an open-loop fashion. However, it is well recognized in process control thatopen-loop control is quite imprecise. Namely, open-loop irrigation generally leads to either over-irrigation orunder-irrigation, which implies low water-use efficiency. The goal of this project is to close the irrigationdecision-making process to develop a closed-loop precision irrigation solution to significantly improve thewater-use efficiency in agriculture. This project has a great societal impact and will contribute to watersustainability, national and global food security, and greenhouse gases emission reduction.
水对于我们的日常生活至关重要。过去十年来,确保水和粮食安全的挑战一直被世界经济论坛视为最重大的全球风险之一。人口增长是造成全球供水危机的首要因素。淡水的最大用途是农业,约占淡水总消耗量的70%。在加拿大,艾伯塔省、不列颠哥伦比亚省和萨斯喀彻温省是灌溉用水的前三位。根据阿尔伯塔省政府的一份报告,分配给阿尔伯塔省灌溉用水已经受到限制。灌溉面积的任何进一步增加都需要主要来自水效率的提高。在《萨斯喀彻温省 25 年水安全计划》中,有效利用水被确定为缓解日益增加的供水压力的首要行动领域。虽然农业消耗的淡水量最大,但由于当前灌溉策略的开环性质,平均农业灌溉用水效率较低(估计在50%至60%左右)。在当前的农业灌溉实践中,灌溉水量和灌溉时间基本上是由灌溉者(农民)根据灌溉者的知识和收集到的各种信息预先确定的。 以开环方式获取辅助现场数据(例如天气信息、蒸散量 (ET) 率、随机采样的土壤湿度)。然而,在过程控制中众所周知,开环控制相当不精确。也就是说,开环灌溉通常会导致过度灌溉或灌溉不足,这意味着水资源利用效率低。该项目的目标是封闭灌溉决策过程,开发闭环精准灌溉解决方案,显着提高农业用水效率。该项目具有巨大的社会影响,将为水的可持续性、国家和全球粮食安全以及温室气体减排做出贡献。
项目成果
期刊论文数量(0)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
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Liu, Jinfeng其他文献
Dual Updating Strategy for Moving-Window Partial Least-Squares Based on Model Performance Assessment
基于模型性能评估的移动窗口偏最小二乘双更新策略
- DOI:
10.1021/ie503783p - 发表时间:
2015-05 - 期刊:
- 影响因子:0
- 作者:
Xu, Ouguan;Liu, Jinfeng;Fu, Yongfeng;Chen, Xianghua - 通讯作者:
Chen, Xianghua
Structural genomics is the largest contributor of novel structural leverage.
- DOI:
10.1007/s10969-008-9055-6 - 发表时间:
2009-04 - 期刊:
- 影响因子:0
- 作者:
Nair, Rajesh;Liu, Jinfeng;Soong, Ta-Tsen;Acton, Thomas B;Everett, John K;Kouranov, Andrei;Fiser, Andras;Godzik, Adam;Jaroszewski, Lukasz;Orengo, Christine;Montelione, Gaetano T;Rost, Burkhard - 通讯作者:
Rost, Burkhard
The association of serum IL-33/ST2 expression with hepatocellular carcinoma.
- DOI:
10.1186/s12885-023-11179-5 - 发表时间:
2023-07-28 - 期刊:
- 影响因子:3.8
- 作者:
Pan, Xiaolan;Liu, Jinfeng;Li, Meiqin;Liang, Yihua;Liu, Zhimin;Lao, Ming;Fang, Min - 通讯作者:
Fang, Min
Stability, Vibrations, and Diffusion of Hydrogen Gas in Clathrate Hydrates: Insights from Ab Initio Calculations on Condensed-Phase Crystalline Structures
笼形水合物中氢气的稳定性、振动和扩散:凝聚相晶体结构从头计算的见解
- DOI:
10.1021/acs.jpcc.8b11586 - 发表时间:
2019-05-16 - 期刊:
- 影响因子:3.7
- 作者:
Lu, Qiangna;He, Xiao;Liu, Jinfeng - 通讯作者:
Liu, Jinfeng
A novel double modification to enhance electrochemical performance of LiNi0.5Co0.2Mn0.3O2 by substituting Ce for Co site
- DOI:
10.1016/j.electacta.2021.138904 - 发表时间:
2021-07-24 - 期刊:
- 影响因子:6.6
- 作者:
Feng, Liwei;Liu, Yan;Liu, Jinfeng - 通讯作者:
Liu, Jinfeng
Liu, Jinfeng的其他文献
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{{ truncateString('Liu, Jinfeng', 18)}}的其他基金
An Economic Model Predictive Control Framework for Smart Manufacturing
智能制造的经济模型预测控制框架
- 批准号:
RGPIN-2019-04594 - 财政年份:2022
- 资助金额:
$ 6.29万 - 项目类别:
Discovery Grants Program - Individual
Optimal control algorithm for continuous processes with switching operations
具有切换操作的连续过程的最优控制算法
- 批准号:
570868-2021 - 财政年份:2021
- 资助金额:
$ 6.29万 - 项目类别:
Alliance Grants
An Economic Model Predictive Control Framework for Smart Manufacturing
智能制造的经济模型预测控制框架
- 批准号:
RGPIN-2019-04594 - 财政年份:2021
- 资助金额:
$ 6.29万 - 项目类别:
Discovery Grants Program - Individual
Modeling and optimal control of integrated continuous monoclonal antibody manufacturing processes
集成连续单克隆抗体生产工艺的建模和优化控制
- 批准号:
558299-2020 - 财政年份:2020
- 资助金额:
$ 6.29万 - 项目类别:
Alliance Grants
An Economic Model Predictive Control Framework for Smart Manufacturing
智能制造的经济模型预测控制框架
- 批准号:
RGPIN-2019-04594 - 财政年份:2020
- 资助金额:
$ 6.29万 - 项目类别:
Discovery Grants Program - Individual
A systems engineering approach for precision irrigation
精准灌溉的系统工程方法
- 批准号:
516024-2017 - 财政年份:2019
- 资助金额:
$ 6.29万 - 项目类别:
Collaborative Research and Development Grants
An Economic Model Predictive Control Framework for Smart Manufacturing
智能制造的经济模型预测控制框架
- 批准号:
RGPIN-2019-04594 - 财政年份:2019
- 资助金额:
$ 6.29万 - 项目类别:
Discovery Grants Program - Individual
A systems engineering approach for precision irrigation
精准灌溉的系统工程方法
- 批准号:
516024-2017 - 财政年份:2018
- 资助金额:
$ 6.29万 - 项目类别:
Collaborative Research and Development Grants
Distributed moving horizon estimation and cooperative predictive control
分布式移动视界估计与协同预测控制
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435767-2013 - 财政年份:2018
- 资助金额:
$ 6.29万 - 项目类别:
Discovery Grants Program - Individual
Soil water content map construction using microwave sensor and agro-hydrological model**
使用微波传感器和农业水文模型构建土壤含水量图**
- 批准号:
535914-2018 - 财政年份:2018
- 资助金额:
$ 6.29万 - 项目类别:
Engage Grants Program
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