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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  
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：28/0  |  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：16/0  |  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  
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  
Using the Boruta algorithm and deep learning models for mapping land susceptibility to atmospheric dust emissions in Iran 期刊论文
发表期刊: AEOLIAN RESEARCH. 出版年: 2021, 卷号: 50
作者:  Gholami, Hamid;  Mohammadifar, Aliakbar;  Golzari, Shahram;  Kaskaoutis, Dimitris G.;  Collins, Adrian L.
收藏  |  浏览/下载：9/0  |  提交时间：2021/07/30
Wind erosion  Land susceptibility  Convergent prediction  Taylor diagram  Recurrent neural network  Iran  
Predictive mapping of plant diversity in an arid mountain environment (Gebel Elba, Egypt) 期刊论文
发表期刊: APPLIED VEGETATION SCIENCE. 出版年: 2021, 卷号: 24, 期号: 2
作者:  Abutaha, Maged M.;  El-Khouly, Ahmed A.;  Jurgens, Norbert;  Oldeland, Jens
收藏  |  浏览/下载：26/0  |  提交时间：2021/07/30
Acacia  alpha diversity  beta diversity  floristic gradient  Gebel Elba National Park  predictive mapping  protected area  remote sensing  satellite imagery  woodland  
Validation and Comparison of Physical Models for Soil Salinity Mapping over an Arid Landscape Using Spectral Reflectance Measurements and Landsat-OLI Data 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 3
作者:  Al-Ali, Z. M.;  Bannari, A.;  Rhinane, H.;  El-Battay, A.;  Shahid, S. A.;  Hameid, N.
收藏  |  浏览/下载：4/0  |  提交时间：2021/03/08
soil salinity  salinity models  remote sensing  spectral reflectance simulation  Landsat-OLI image  electrical conductivity  validation  
Determining and forecasting drought susceptibility in southwestern Iran using multi-criteria decision-making (MCDM) coupled with CA-Markov model 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2021, 卷号: 781
作者:  Mokarram, Marzieh;  Pourghasemi, Hamid Reza;  Hu, Ming;  Zhang, Huichun
收藏  |  浏览/下载：9/0  |  提交时间：2021/11/29
Drought  Fuzzy method  AHP method  Best search method  CA-Markov  Southwestern Iran