通过机器学习 (ML) 算法评估印度西孟加拉邦热带高原地区潜在地下水区的性质
Assessing the nature of potential groundwater zones through machine learning (ML) algorithm in tropical plateau region, West Bengal, India
作者:Ramakrishna Maiti,
发表时间:2024年
- 文献详情
- 相似文献
摘要
地下水补给对于管理地表和地下水资源至关重要。不仅为人们提供日常饮用水,农田和民生用水也不断增加。结果,世界各地地下水供应量下降,非常需要确定特定可持续发展的潜在地下水区。本研究旨在使用易于使用的工具包Landslide Sustainability Mapping Tool pack(LSM工具包)来基于R和ArcGIS软件集成来准备潜在地下水区。该工具使用五个模块进行处理。其中,特征选择(FS)模块带来了一种新颖的方法,确定用于划分地下水潜力区域的最佳子集特征。因此,这个最佳因子子集被用作该工具包的输入。此外,PE 模块在统计性能指标中评估所提出模型的性能。此外,通过性能评估(PE)模块和ARC图的集成,获得了受试者工作特征(ROC)曲线,这有助于对模型评估进行直观解释。本研究利用LSM工具包在Rupnarayan河流域根据FS模块选择的14个控制因素绘制了潜在地下水区图,这将进一步帮助当地政府制定替代政策。
Abstract
Groundwater recharge is essential for managing surface and subsoil water resources. Not only for supplying people with daily drinking water, groundwater use for agricultural land and people's livelihood is also continuously increasing. As a result, there has been a decline in groundwater supply in various parts of the world, and it is highly desirable to identify the potential groundwater zones for specific sustainable development. This study aims to use an easy-to-use tool package named Landslide Sustainability Mapping Tool pack (LSM tool Pack) for preparing potential groundwater zone based on R and ArcGIS software integration. This tool uses five modules for processing. Among them, the Feature selection (FS) module brings a novel approach, determining the best subset feature for demarcating the groundwater potential zone. As a result, this best factor subset is used as an input of this tool pack. Additionally, PE modules evaluate the performance of proposed models in statistical performance metrics. In addition, the receiver operating characteristic (ROC) curve was obtained with the integration of Performance Evaluation (PE) modules and ARC maps, which helps visual interpretation in evaluating models. This study uses the LSM tool Pack in the Rupnarayan river basin to map the potential groundwater zone based on fourteen controlling factors selected through the FS module, which will further help the local government to make a substitute policy.
-
Impact of meteorological parameters on aerosol optical depth and particulate matter in Lahore
引用量:0发表时间:2024年
-
The evolving roles of geophysical test sites in engineering, science and technology
引用量:0发表时间:2024年
-
Anisotropic elastic least-squares reverse time migration with density variations in vertical transverse isotropic media
引用量:0发表时间:2024年
-
The experimental investigation of seepage control in different sand soils using photopolymerization
引用量:0发表时间:2024年
-
Multivariate spatial analysis of groundwater quality using copulas
引用量:0发表时间:2024年
-
Application of hierarchical cluster analysis to spatiotemporal variability of monthly precipitation over Khyber Pakhtunkhwa, Pakistan
引用量:0发表时间:2024年
-
A 3D Fast Radon transform algorithm based on deflecting ellipse model and its application on multiple attenuation
引用量:0发表时间:2024年
-
Pore structure characterization and deliverability prediction of fractured tight glutenite reservoir based on geophysical well logging
引用量:0发表时间:2024年
-
A robust inversion of logging-while-drilling responses based on deep neural network
引用量:0发表时间:2024年
-
Adaptive trans-dimensional inversion of multimode dispersion curve based on slime mold algorithm
引用量:0发表时间:2024年