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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  
Evaluating the downscaling uncertainty of hydrometeorological data in snowmelt runoff simulation 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2021
作者:  Hu, Haoxin;  Zeng, Xiankui;  Cai, Xing;  Gui, Dongwei;  Wu, Jichun;  Wang, Dong
收藏  |  浏览/下载：25/0  |  提交时间：2022/02/12
Downscaling  Snowmelt runoff model  Bayesian stacking  Uncertainty  
Integration of extreme gradient boosting feature selection approach with machine learning models: application of weather relative humidity prediction 期刊论文
发表期刊: NEURAL COMPUTING & APPLICATIONS. 出版年: 2021
作者:  Tao, Hai;  Awadh, Salih Muhammad;  Salih, Sinan Q.;  Shafik, Shafik S.;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：21/0  |  提交时间：2021/11/29
Relative humidity  XGBoost feature selection  Weather stochasticity  Machine learning  
Vegetation type and land cover mapping in a semi-arid heterogeneous forested wetland of India: comparing image classification algorithms 期刊论文
发表期刊: ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY. 出版年: 2021
作者:  Deval, Kundan;  Joshi, P. K.
收藏  |  浏览/下载：11/0  |  提交时间：2021/11/29
Vegetation type  Land cover  Semi-arid wetland  Maximum Likelihood (MXL)  Artificial Neural Network (ANN)  Support Vector Machine (SVM)  WorldView2  
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  
Shortwave infrared vegetation index-based modelling for aboveground vegetation biomass assessment in the arid steppes of Algeria 期刊论文
发表期刊: AFRICAN JOURNAL OF RANGE & FORAGE SCIENCE. 出版年: 2021
作者:  Benseghir, Louai;  Bachari, Nour El Islam
收藏  |  浏览/下载：24/0  |  提交时间：2021/11/29
cross-validation  Landsat 8 OLI  machine learning  Stipa tenacissima L  
A novel hybrid dragonfly optimization algorithm for agricultural drought prediction 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2021
作者:  Aghelpour, Pouya;  Mohammadi, Babak;  Mehdizadeh, Saeid;  Bahrami-Pichaghchi, Hadigheh;  Duan, Zheng
收藏  |  浏览/下载：19/0  |  提交时间：2021/07/30
Palmer drought severity index  Drought prediction  Dragonfly algorithm  Stochastic model  Iran  
Predicting soil organic carbon by integrating Landsat 8 OLI, GIS and data mining techniques in semi-arid region 期刊论文
发表期刊: EARTH SCIENCE INFORMATICS. 出版年: 2021
作者:  Akbari, Mohammad;  Goudarzi, Iman;  Tahmoures, Mohammad;  Elveny, Marischa;  Bakhshayeshi, Iman
收藏  |  浏览/下载：18/0  |  提交时间：2021/11/19
Agricultural soils  Data mining methods  Landsat 8 OLI  Semi-arid region  
Aboveground biomass estimation of an agro-pastoral ecology in semi-arid Bundelkhand region of India from Landsat data: a comparison of support vector machine and traditional regression models 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2020
作者:  Deb, Dibyendu;  Deb, Shovik;  Chakraborty, Debashis;  Singh, J. P.;  Singh, Amit Kumar;  Dutta, Puspendu;  Choudhury, Ashok
收藏  |  浏览/下载：18/0  |  提交时间：2021/01/07
Aboveground biomass  agro-pastoral ecology  satellite data  Landsat data  enhanced vegetation index  regression model  support vector machine  
Forecasting of One-Day-Ahead Global Horizontal Irradiation Using Block-Oriented Models Combined with a Swarm Intelligence Approach 期刊论文
发表期刊: NATURAL RESOURCES RESEARCH.
作者:  Boubaker, Sahbi;  Kamel, Souad;  Kolsi, Lioua;  Kahouli, Omar
收藏  |  浏览/下载：2/0  |  提交时间：2021/01/07
Global horizontal irradiation (GHI)  Forecasting  Hammerstein-Wiener model  Swarm intelligence  Performance indicators