Real-Time Management of Groundwater Resources Based on Wireless Sensors Networks
Groundwater plays a vital role in the arid inland river basins, in which the groundwater management is critical to the sustainable development of area economy and ecology. Traditional sustainable management approaches are to analyze different scenarios subject to assumptions or to construct simulati...
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doaj-ecd8bf895df34f5d903690b6789e97902020-11-24T22:51:08ZengMDPI AGJournal of Sensor and Actuator Networks2224-27082018-01-0171410.3390/jsan7010004jsan7010004Real-Time Management of Groundwater Resources Based on Wireless Sensors NetworksQingguo Zhou0Chong Chen1Gaofeng Zhang2Huaming Chen3Dan Chen4Yingnan Yan5Jun Shen6Rui Zhou7School of Information Science and Engineering, Lanzhou University, Lanzhou 730000, ChinaCollege of Geophysics and Information Engineering, China University of Petroleum, Beijing 102249 ChinaSchool of Information Science and Engineering, Lanzhou University, Lanzhou 730000, ChinaSchool of Computing and Information Technology, University of Wollongong, Wollongong, NSW 2522, AustraliaSchool of Information Science and Engineering, Lanzhou University, Lanzhou 730000, ChinaSchool of Information Science and Engineering, Lanzhou University, Lanzhou 730000, ChinaSchool of Computing and Information Technology, University of Wollongong, Wollongong, NSW 2522, AustraliaSchool of Information Science and Engineering, Lanzhou University, Lanzhou 730000, ChinaGroundwater plays a vital role in the arid inland river basins, in which the groundwater management is critical to the sustainable development of area economy and ecology. Traditional sustainable management approaches are to analyze different scenarios subject to assumptions or to construct simulation–optimization models to obtain optimal strategy. However, groundwater system is time-varying due to exogenous inputs. In this sense, the groundwater management based on static data is relatively outdated. As part of the Heihe River Basin (HRB), which is a typical arid river basin in Northwestern China, the Daman irrigation district was selected as the study area in this paper. First, a simulation–optimization model was constructed to optimize the pumping rates of the study area according to the groundwater level constraints. Three different groundwater level constraints were assigned to explore sustainable strategies for groundwater resources. The results indicated that the simulation–optimization model was capable of identifying the optimal pumping yields and satisfy the given constraints. Second, the simulation–optimization model was integrated with wireless sensors network (WSN) technology to provide real-time features for the management. The results showed time-varying feature for the groundwater management, which was capable of updating observations, constraints, and decision variables in real time. Furthermore, a web-based platform was developed to facilitate the decision-making process. This study combined simulation and optimization model with WSN techniques and meanwhile attempted to real-time monitor and manage the scarce groundwater resource, which could be used to support the decision-making related to sustainable management.http://www.mdpi.com/2224-2708/7/1/4groundwater managementreal-timesimulationoptimizationsustainable |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Qingguo Zhou Chong Chen Gaofeng Zhang Huaming Chen Dan Chen Yingnan Yan Jun Shen Rui Zhou |
spellingShingle |
Qingguo Zhou Chong Chen Gaofeng Zhang Huaming Chen Dan Chen Yingnan Yan Jun Shen Rui Zhou Real-Time Management of Groundwater Resources Based on Wireless Sensors Networks Journal of Sensor and Actuator Networks groundwater management real-time simulation optimization sustainable |
author_facet |
Qingguo Zhou Chong Chen Gaofeng Zhang Huaming Chen Dan Chen Yingnan Yan Jun Shen Rui Zhou |
author_sort |
Qingguo Zhou |
title |
Real-Time Management of Groundwater Resources Based on Wireless Sensors Networks |
title_short |
Real-Time Management of Groundwater Resources Based on Wireless Sensors Networks |
title_full |
Real-Time Management of Groundwater Resources Based on Wireless Sensors Networks |
title_fullStr |
Real-Time Management of Groundwater Resources Based on Wireless Sensors Networks |
title_full_unstemmed |
Real-Time Management of Groundwater Resources Based on Wireless Sensors Networks |
title_sort |
real-time management of groundwater resources based on wireless sensors networks |
publisher |
MDPI AG |
series |
Journal of Sensor and Actuator Networks |
issn |
2224-2708 |
publishDate |
2018-01-01 |
description |
Groundwater plays a vital role in the arid inland river basins, in which the groundwater management is critical to the sustainable development of area economy and ecology. Traditional sustainable management approaches are to analyze different scenarios subject to assumptions or to construct simulation–optimization models to obtain optimal strategy. However, groundwater system is time-varying due to exogenous inputs. In this sense, the groundwater management based on static data is relatively outdated. As part of the Heihe River Basin (HRB), which is a typical arid river basin in Northwestern China, the Daman irrigation district was selected as the study area in this paper. First, a simulation–optimization model was constructed to optimize the pumping rates of the study area according to the groundwater level constraints. Three different groundwater level constraints were assigned to explore sustainable strategies for groundwater resources. The results indicated that the simulation–optimization model was capable of identifying the optimal pumping yields and satisfy the given constraints. Second, the simulation–optimization model was integrated with wireless sensors network (WSN) technology to provide real-time features for the management. The results showed time-varying feature for the groundwater management, which was capable of updating observations, constraints, and decision variables in real time. Furthermore, a web-based platform was developed to facilitate the decision-making process. This study combined simulation and optimization model with WSN techniques and meanwhile attempted to real-time monitor and manage the scarce groundwater resource, which could be used to support the decision-making related to sustainable management. |
topic |
groundwater management real-time simulation optimization sustainable |
url |
http://www.mdpi.com/2224-2708/7/1/4 |
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