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| Flood susceptibility mapping in an arid region of Pakistan through ensemble machine learning model 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2022
作者: Yaseen, Andaleeb; Lu, Jianzhong; Chen, Xiaoling
  收藏 | 浏览/下载：12/0 | 提交时间：2022/03/17
Flash flood Logistic regression Support vector machine Multi-layer perceptron Ensemble classifier |
| Rainfall Frequency Analysis Using Assessed and Corrected Satellite Precipitation Products in Moroccan Arid Areas. The Case of Tensift Watershed 期刊论文
发表期刊: EARTH SYSTEMS AND ENVIRONMENT. 出版年: 2022
作者: El Fels, Abdelhafid El Alaoui; Saidi, Mohamed Elmehdi; Bin Alam, Md Jobair
收藏 | 浏览/下载：12/0 | 提交时间：2022/03/17
Morocco Tensift CHIRPS Artificial Neural Network Rainfall frequency analysis |
| Prediction of flood quantiles at ungauged catchments for the contiguous USA using Artificial Neural Networks 期刊论文
发表期刊: HYDROLOGY RESEARCH. 出版年: 2021
作者: Filipova, Valeriya; Hammond, Anthony; Leedal, David; Lamb, Rob
收藏 | 浏览/下载：24/0 | 提交时间：2022/02/12
ANN models flood frequency analysis machine learning ungauged basins |
| Reservoir operation under influence of the joint uncertainty of inflow and evaporation 期刊论文
发表期刊: ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY. 出版年: 2021
作者: Bozorg-Haddad, Omid; Yari, Pouria; Delpasand, Mohammad; Chu, Xuefeng
收藏 | 浏览/下载：28/0 | 提交时间：2021/07/30
Reservoir operation management Artificial neural network (ANN) Probability distribution Uncertainty analysis Monte Carlo simulation Reservoir performance indices |
| Impacts of groundwater and climate variability on terrestrial groundwater dependent ecosystems: a review of geospatial assessment approaches and challenges and possible future research directions 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者: Chiloane, Chantel; Dube, Timothy; Shoko, Cletah
收藏 | 浏览/下载：23/0 | 提交时间：2021/11/29
Arid environments cloud computing groundwater resources satellite data vegetation responses |
| Integration of statistical models and ensemble machine learning algorithms (MLAs) for developing the novel hybrid groundwater potentiality models: a case study of semi-arid watershed in Saudi Arabia 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者: Mallick, Javed; Talukdar, Swapan; Alsubih, Majed; Almesfer, Mohammed K.; Shahfahad; Hang, Hoang Thi; Rahman, Atiqur
收藏 | 浏览/下载：12/0 | 提交时间：2021/11/29
Groundwater potential modelling ensemble machine learning algorithm statistical models novel hybrid models information gain ratio |
| Application of artificial intelligence in groundwater ecosystem protection: a case study of Semnan/Sorkheh plain, Iran 期刊论文
发表期刊: ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY. 出版年: 2021
作者: Khoshand, Afshin
收藏 | 浏览/下载：20/0 | 提交时间：2021/07/30
Groundwater level (GWL) Forecasting Modeling Time delay neural networks (TDNN) |
| Modeling of spatially distributed infiltration in the Iraqi Western Desert 期刊论文
发表期刊: APPLIED GEOMATICS. 出版年: 2021
作者: Muneer, Ahmed Shahadha; Sayl, Khamis Naba; Kamal, Ammar Hatem
收藏 | 浏览/下载：13/0 | 提交时间：2021/08/05
Infiltration rate Double ring infiltrometer ANN model RS GIS ASAR |
| Revisiting convolutional neural network on graphs with polynomial approximations of Laplace-Beltrami spectral filtering 期刊论文
发表期刊: NEURAL COMPUTING & APPLICATIONS. 出版年: 2021
作者: Huang, Shih-Gu; Chung, Moo K.; Qiu, Anqi
收藏 | 浏览/下载：14/0 | 提交时间：2021/11/19
Graph convolutional neural network Signals on surfaces Chebyshev polynomial Hermite polynomial Laguerre polynomial Laplace-Beltrami operator |
| Estimating Tree Volume of Dry Tropical Forest in the Brazilian Semi-Arid Region: A Comparison Between Regression and Artificial Neural Networks 期刊论文
发表期刊: JOURNAL OF SUSTAINABLE FORESTRY. 出版年: 2020
作者: de Lima, Robson B.; Caraciolo Ferreira, Rinaldo L.; Aleixo da Silva, Jose A.; Alves Junior, Francisco T.; de Oliveira, Cinthia P.
收藏 | 浏览/下载：2/0 | 提交时间：2021/01/07
Caatinga domain regression analysis artificial neural networks forest management |
