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Modeling land use/cover change based on LCM model for a semi-arid area in the Latian Dam Watershed (Iran) 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2023, 卷号: 195, 期号: 3
作者:  Shafie, Banafsheh;  Javid, Amir Hossein;  Behbahani, Homa Irani;  Darabi, Hassan;  Lotfi, Farhad Hosseinzadeh
收藏  |  浏览/下载：20/0  |  提交时间：2024/09/29
LULC change  Multi-layer perceptron  Artificial neural network  Land Change Modeler  
Novel Ensemble Machine Learning Modeling Approach for Groundwater Potential Mapping in Parbhani District of Maharashtra, India 期刊论文
发表期刊: WATER. 出版年: 2023, 卷号: 15, 期号: 3
作者:  Masroor, Md;  Sajjad, Haroon;  Kumar, Pankaj;  Saha, Tamal Kanti;  Rahaman, Md Hibjur;  Choudhari, Pandurang;  Kulimushi, Luc Cimusa;  Pal, Swades;  Saito, Osamu
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/29
groundwater potential zones  multi-layer perceptron  random forest  support vector regression  ensemble model  Parbhani  
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：31/0  |  提交时间：2022/03/17
Flash flood  Logistic regression  Support vector machine  Multi-layer perceptron  Ensemble classifier  
Spatial and multi-depth temporal soil temperature assessment by assimilating satellite imagery, artificial intelligence and regression based models in arid area 期刊论文
发表期刊: COMPUTERS AND ELECTRONICS IN AGRICULTURE. 出版年: 2018, 卷号: 150, 页码: 205-219
作者:  Singh, Vijay Kumar;  Singh, Bhaskar Pratap;  Kisi, Ozgur;  Kushwaha, Denial Prakash
收藏  |  浏览/下载：22/0  |  提交时间：2019/11/29
Gamma test  Multi-layer perceptron  Adaptive neuro-fuzzy inference system  Multiple linear regression  Sensitivity analysis  Land surface temperature  
Performance comparison of land change modeling techniques for land use projection of arid watersheds 期刊论文
发表期刊: GLOBAL JOURNAL OF ENVIRONMENTAL SCIENCE AND MANAGEMENT-GJESM. 出版年: 2018, 卷号: 4, 期号: 3, 页码: 263-280
作者:  Tajbakhsh, S. M.;  Memarian, H.;  Moradi, K.;  Afshar, A. H. Aghakhani
收藏  |  浏览/下载：12/0  |  提交时间：2021/01/08
Artificial neural network-multi layer perceptron (ANN-MLP)  CA-Markov  Fuzzy-analytic hierarchy process (Fuzzy-AHP)  Land use change  Simulation  
Application of several data-driven techniques to predict a standardized precipitation index 期刊论文
发表期刊: ATMOSFERA. 出版年: 2016, 卷号: 29, 期号: 2, 页码: 121-128
作者:  Choubin, Bahram;  Malekian, Arash;  Golshan, Mohammad
Adobe PDF(333Kb)  |  收藏  |  浏览/下载：19/7  |  提交时间：2019/11/29
Standardized precipitation index (SPI)  climate signals  multi-layer perceptron (MLP)  adaptive neuro-fuzzy inference system (ANFIS)  M5P model tree  Taylor diagrams  
Modeling spatio-temporal distribution of soil moisture by deep learning-based cellular automata model 期刊论文
发表期刊: JOURNAL OF ARID LAND. 出版年: 2016, 卷号: 8, 期号: 5, 页码: 734-748
作者:  Song Xiaodong;  Zhang Ganlin;  Liu Feng;  Li Decheng;  Zhao Yuguo;  Yang Jinling
Adobe PDF(1149Kb)  |  收藏  |  浏览/下载：203/76  |  提交时间：2019/11/29
soil moisture  soil moisture sensor network  macroscopic cellular automata (MCA)  deep belief network (DBN)  multi-layer perceptron (MLP)  uncertainty assessment  hydropedology  
Modeling spatio-temporal distribution of soil moisture by deep learning-based cellular automata model 期刊论文
发表期刊: Journal of Arid Land. 出版年: 2016, 卷号: 8, 期号: 5, 页码: 734-748
作者:  Song Xiaodong;  Zhang Ganlin;  Liu Feng;  Li Decheng;  Zhao Yuguo;  Yang Jinling
收藏  |  浏览/下载：15/0  |  提交时间：2021/01/08
soil moisture  soil moisture sensor network  macroscopic cellular automata (MCA)  deep belief network (DBN)  multi-layer perceptron (MLP)  uncertainty assessment  hydropedology  
A comparative study of artificial neural networks, Bayesian neural networks and adaptive neuro-fuzzy inference system in groundwater level prediction 期刊论文
发表期刊: ENVIRONMENTAL EARTH SCIENCES. 出版年: 2014, 卷号: 71, 期号: 7, 页码: 3147-3160
作者:  Maiti, Saumen;  Tiwari, R. K.
收藏  |  浏览/下载：21/0  |  提交时间：2019/11/29
Multi-layer perceptron  Bayesian neural networks  Automatic relevance determination  Fuzzy inference systems  Time series modeling  Groundwater table  
Computer-aided diagnosis of dementia using medical imaging processing and artificial neural networks 会议论文
会议名称: 3rd ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing (VipIMAGE). 会议地点: Olhao, PORTUGAL. 会议日期: OCT 12-14, 2011
作者:  Gavidia, G.;  Lopez, R.;  Soudah, E.
收藏  |  浏览/下载：15/0  |  提交时间：2019/12/09
Medical imaging processing  segmentation  neural network (ANN)  Magnetic resonance imaging (MRI)  tissues of brain  Alzheimer'  s disease (AD)  Voxel based morphometry (VBM)  Multi-layer Perceptron