Internet of Things for Hydrology: Potential and Challenges

被引:3
|
作者
Zanella, Andrea [1 ]
Zubelzu, Sergio [2 ]
Bennis, Mehdi [3 ]
Capuzzo, Martina [1 ]
Tarolli, Paolo [4 ]
机构
[1] Univ Padua, Dept Informat Engn, Padua, Italy
[2] Univ Politecn Madrid, Dept Ingn Agroforestal, Madrid, Spain
[3] Univ Oulu, Oulu, Finland
[4] Univ Padua, Dept Land Environm Agr & Forestry, Padua, Italy
关键词
DESIGN; WATER; NETWORKS; MODELS;
D O I
10.23919/WONS57325.2023.10062193
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The management of water resources has always been important for the sustainability of our society and economy. This need has been further increased by climate change in recent years that, among other effects, has led to an increase in extreme events, such as prolonged droughts, severe storms, hurricanes, and so on. It is therefore urgent and critical to develop new and more sophisticated tools and methodologies to observe and possibly predict fundamental water processes. Internet of Things and machine learning can provide a significant contribution to this end, which requires bridging the gap that still exists between the communities of hydrologists, data scientists, and communications engineers. This article aims to help fill such a gap by introducing engineers to the challenges of hydrology, and reviewing existing solutions proposed in the literature to such challenges. Some results obtained from empirical data sets are used to illustrate the main concepts and corroborate the theoretical discussion with some practical examples. Finally, open problems and possible avenues for future research are discussed.
引用
收藏
页码:114 / 121
页数:8
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