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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  
A Global Meta-Analysis of Soil Salinity Prediction Integrating Satellite Remote Sensing, Soil Sampling, and Machine Learning 期刊论文
发表期刊: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 出版年: 2022
作者:  Shi, Haiyang;  Hellwich, Olaf;  Luo, Geping;  Chen, Chunbo;  He, Huili;  Ochege, Friday Uchenna;  Van de Voorde, Tim;  Kurban, Alishir;  de Maeyer, Philippe
收藏  |  浏览/下载：15/0  |  提交时间：2022/02/12
Salinity (geophysical)  Soil  Vegetation mapping  Satellites  Predictive models  Data models  Geography  Hyperspectral  machine learning  multispectral  remote sensing  satellite  soil salinity  
Predictive Risk Mapping of Schistosomiasis in Madagascar Using Ecological Niche Modeling and Precision Mapping 期刊论文
发表期刊: TROPICAL MEDICINE AND INFECTIOUS DISEASE. 出版年: 2022, 卷号: 7, 期号: 2
作者:  Deka, Mark A.
收藏  |  浏览/下载：25/0  |  提交时间：2022/03/17
disease mapping  geographic information science  schistosomiasis  precision public health  ecological niche modeling  
Farmers' Perceptions of the Effects of Extreme Environmental Changes on Their Health: A Study in the Semiarid Region of Northeastern Brazil 期刊论文
发表期刊: FRONTIERS IN ENVIRONMENTAL SCIENCE. 出版年: 2022, 卷号: 9
作者:  Magalhaes, Henrique Fernandes;  Feitosa, Ivanilda Soares;  Araujo, Elcida de Lima;  Albuquerque, Ulysses Paulino
收藏  |  浏览/下载：16/0  |  提交时间：2022/03/17
climate change  semi-arid  smallholder-farming sector  disease perception  adaptive strategies  
Monitoring soil salinization and its spatiotemporal variation at different depths across the Yellow River Delta based on remote sensing data with multi-parameter optimization 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2021
作者:  Cheng, Tiantian;  Zhang, Jiahua;  Zhang, Sha;  Bai, Yun;  Wang, Jingwen;  Li, Shuaishuai;  Javid, Tehseen;  Meng, Xianglei;  Sharma, Til Prasad Pangali
收藏  |  浏览/下载：27/0  |  提交时间：2022/02/12
Soil salinization  Remote sensing  Multi-parameter optimization  Yellow River Delta  Spatiotemporal dynamic  
Integrating Remote Sensing and Machine Learning for Regional-Scale Habitat Mapping: Advances and Future Challenges for Desert Locust Monitoring 期刊论文
发表期刊: IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE. 出版年: 2021
作者:  Rhodes, Kristen;  Sagan, Vasit
收藏  |  浏览/下载：27/0  |  提交时间：2022/02/12
Remote sensing  Data models  Biological system modeling  Predictive models  Machine learning  Vegetation mapping  Temperature measurement  
Evaluation efficiency of hybrid deep learning algorithms with neural network decision tree and boosting methods for predicting groundwater potential 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Chen, Yunzhi;  Chen, Wei;  Pal, Subodh Chandra;  Saha, Asish;  Chowdhuri, Indrajit;  Adeli, Behzad;  Janizadeh, Saeid;  Dineva, Adrienn A.;  Wang, Xiaojing;  Mosavi, Amirhosein
收藏  |  浏览/下载：14/0  |  提交时间：2021/07/30
Groundwater potential mapping  groundwater management  hybrid deep learning  deep boosting  ROC-AUC  artificial intelligence  
Deep learning and boosting framework for piping erosion susceptibility modeling: spatial evaluation of agricultural areas in the semi-arid region 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Chen, Yunzhi;  Chen, Wei;  Janizadeh, Saeid;  Bhunia, Gouri Sankar;  Bera, Amit;  Quoc Bao Pham;  Nguyen Thi Thuy Linh;  Balogun, Abdul-Lateef;  Wang, Xiaojing
收藏  |  浏览/下载：11/0  |  提交时间：2021/07/30
Piping erosion  agriculture land use  machine learning  deep boosting  Zarandieh watershed  
Distributed functional connectivity predicts neuropsychological test performance among older adults 期刊论文
发表期刊: HUMAN BRAIN MAPPING. 出版年: 2021, 卷号: 42, 期号: 10, 页码: 3305-3325
作者:  Kwak, Seyul;  Kim, Hairin;  Kim, Hoyoung;  Youm, Yoosik;  Chey, Jeanyung
收藏  |  浏览/下载：10/0  |  提交时间：2021/07/30
brain connectomics  cognitive aging  dementia  machine learning  neuropsychological test  predictive modeling  
Spatial characterization of dust emission prone arid regions using feature extraction and predictive algorithms 期刊论文
发表期刊: APPLIED GEOGRAPHY. 出版年: 2021, 卷号: 133
作者:  Nafarzadegan, Ali Reza;  Ebrahimi-Khusfi, Zohre;  Kazemi, Mohamad
收藏  |  浏览/下载：4/0  |  提交时间：2021/11/19
Dust-source areas  Land susceptibility  Remote sensing  Boruta algorithm  Game theory  Arid environments