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Spatio-temporal prediction of land use and land cover change in Bahi (Manyoni) Catchment, Tanzania, using multilayer perceptron neural network and cellular automata-Markov chain model 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2024, 卷号: 196, 期号: 1
作者:  Hersi, Naima A. M.;  Mulungu, Deogratias M. M.;  Nobert, Joel
收藏  |  浏览/下载：23/0  |  提交时间：2024/10/04
CA-Markov chain model  LULC change detection  MLP neural network (MLP-NN)  Semi-arid region  Support vector machine (SVM)  Tanzania  
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：28/0  |  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  
基于Landsat 8数据的荒漠土壤水分遥感反演 期刊论文
发表期刊: 水土保持通报. 出版年: 2021, 卷号: 41, 期号: 1, 页码: 125-
作者:  高琪;  彭杰;  冯春晖;  宋奇;  马自强;  王玉珍
收藏  |  浏览/下载：23/0  |  提交时间：2021/08/05
Landsat 8  PLSR  SVM  RF  Landsat 8  desert soil moisture  spectral index  partial least squares regression (PLSR)  support vector machine (SVM)  random forest (RF)  
Desert seismic random noise reduction framework based on improved PSO-SVM 期刊论文
发表期刊: ACTA GEODAETICA ET GEOPHYSICA. 出版年: 2020, 卷号: 55, 期号: 1, 页码: 101-117
作者:  Li, Mo;  Li, Yue;  Wu, Ning;  Tian, Yanan;  Wang, Teng
收藏  |  浏览/下载：22/0  |  提交时间：2020/05/22
Desert random noise attenuation  Correlation  Particle swarm optimization (PSO)  Support vector machine (SVM)  Second order total generalized variation (Second-order TGV)  
Developing a dust storm detection method combining Support Vector Machine and satellite data in typical dust regions of Asia 期刊论文
发表期刊: ADVANCES IN SPACE RESEARCH. 出版年: 2020, 卷号: 65, 期号: 4, 页码: 1263-1278
作者:  Shi, Lamei;  Zhang, Jiahua;  Zhang, Da;  Igbawua, Tertsea;  Liu, Yuqin
收藏  |  浏览/下载：26/0  |  提交时间：2020/05/22
Dust detection  Support vector machine (SVM)  Threshold-based method  Moderate resolution imaging spectroradiometer (MODIS)  Cluster analysis  
Estimation of soil salt content using machine learning techniques based on remote-sensing fractional derivatives, a case study in the Ebinur Lake Wetland National Nature Reserve, Northwest China 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2020, 卷号: 119
作者:  Wang, Zheng;  Zhang, Xianlong;  Zhang, Fei;  Ngai Weng Chan;  Kung, Hsiang-te;  Liu, Suhong;  Deng, Laifei
收藏  |  浏览/下载：30/0  |  提交时间：2021/01/07
Remote sensing  Particle swarm optimization  Support vector machine (SVM)  Fractional derivative  Soil salt content  Hyperspectral index  
干旱区植物叶片识别研究 期刊论文
发表期刊: 计算机工程与应用. 出版年: 2019, 卷号: 55, 期号: 13, 页码: 129-133
作者:  王丹;  郑江华;  努尔巴依
收藏  |  浏览/下载：24/0  |  提交时间：2019/11/29
Pyramid Histograms of edge Orientation Gradients(PHOG)  dissimilarity  Support Vector Machine(SVM)  plant leaves in area  
MPPT Perturbation Optimization of Photovoltaic Power Systems Based on Solar Irradiance Data Classification 期刊论文
发表期刊: IEEE TRANSACTIONS ON SUSTAINABLE ENERGY. 出版年: 2019, 卷号: 10, 期号: 2, 页码: 514-521
作者:  Yan, Ke;  Du, Yang;  Ren, Zixiao
收藏  |  浏览/下载：16/0  |  提交时间：2019/11/29
Maximum power point tracking (MPPT)  PV power system  irradiance  machine learning  classification  support vector machine (SVM)  
On the reliability of soft computing methods in the estimation of dew point temperature: The case of arid regions of Iran 期刊论文
发表期刊: COMPUTERS AND ELECTRONICS IN AGRICULTURE. 出版年: 2018, 卷号: 153, 页码: 334-346
作者:  Attar, Nasrin Fathollahzadeh;  Khalili, Keivan;  Behmanesh, Javad;  Khanmohammadi, Neda
收藏  |  浏览/下载：14/0  |  提交时间：2019/11/29
Arid regions of Iran  Support vector machine (SVM)  Multivariate adaptive regression splines (MARS)  Gene expression programming (GEP)  Dew point temperature  
Geological mapping and spectral based classification of basement rocks using remote sensing data analysis: The Korbiai-Gerf nappe complex, South Eastern Desert, Egypt 期刊论文
发表期刊: JOURNAL OF AFRICAN EARTH SCIENCES. 出版年: 2017, 卷号: 134, 页码: 404-418
作者:  Hassan, Safaa M.;  Sadek, Mohamed F.
收藏  |  浏览/下载：18/0  |  提交时间：2019/11/29
Korbiai-Gerf  Eastern Desert of Egypt  ASTER  Landsat-8  Support vector machine (SVM) classifier