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Mapping Coniferous Forest Distribution in a Semi-Arid Area Based on Multi-Classifier Fusion and Google Earth Engine Combining Gaofen-1 and Sentinel-1 Data: A Case Study in Northwestern Liaoning, China 期刊论文
发表期刊: FORESTS. 出版年: 2024, 卷号: 15, 期号: 2
作者:  Liu, Lizhi;  Zhang, Qiuliang;  Guo, Ying;  Li, Yu;  Wang, Bing;  Chen, Erxue;  Li, Zengyuan;  Hao, Shuai
收藏  |  浏览/下载：52/0  |  提交时间：2024/10/04
coniferous forests  semi-arid  multi-classifier fusion  Gaofen-1  Sentinel-1  Google Earth Engine  
A Conditional Random Fields-Based Identification for Small Lakes Over Multiple Melt Seasons Using Sentinel-2 Imagery in the Larsemann Hills, East Antarctica 期刊论文
发表期刊: IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. 出版年: 2024, 卷号: 17, 页码: 9503-9516
作者:  Zhu, Tingting;  Cui, Xiangbin;  Zhang, Yu;  Lu, Kai;  Yang, Yuande
收藏  |  浏览/下载：36/0  |  提交时间：2024/10/04
Lakes  Antarctica  Spatial resolution  Monitoring  Conditional random fields  Remote sensing  Satellites  Conditional random fields (CRF)  small lakes  spatial and temporal analysis  superpixel-pixel-subpixel  
Variability of hydrogen sources within nominally anhydrous soil across a desert-oasis ecoregion, Northwest China 期刊论文
发表期刊: CATENA. 出版年: 2024, 卷号: 243
作者:  Wang, Shumin;  Zhang, Yongyong;  Kang, Wenrong;  Wu, Shaoxiong
收藏  |  浏览/下载：31/0  |  提交时间：2024/10/04
Landscapes  Lattice water  Soil organic matter  Soil property  Support vector machine  Water equivalent  
Improved soil carbon stock spatial prediction in a Mediterranean soil erosion site through robust machine learning techniques 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2024, 卷号: 196, 期号: 2
作者:  Mosaid, Hassan;  Barakat, Ahmed;  John, Kingsley;  Faouzi, Elhousna;  Bustillo, Vincent;  El Garnaoui, Mohamed;  Heung, Brandon
收藏  |  浏览/下载：33/0  |  提交时间：2024/10/04
Carbon sequestration  Digital soil mapping  Predictive modeling  Soil erosion  Srou River  
Assessing the impact of anthropogenic activities on land use and land cover changes in the semi-arid and arid regions of Algeria 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2024, 卷号: 196, 期号: 4
作者:  Mohammed, Ghefar;  Boutkhil, Morsli;  Ayoub, Bouazzaoui
收藏  |  浏览/下载：37/0  |  提交时间：2024/10/04
LULC  Change detection  Anthropogenic  Landsat  Machine learning algorithm  
Comprehensive approach integrating remote sensing, machine learning, and physicochemical parameters to detect hydrodynamic conditions and groundwater quality deterioration in non-rechargeable aquifer systems 期刊论文
发表期刊: HELIYON. 出版年: 2024, 卷号: 10, 期号: 12
作者:  Eid, Mohamed Hamdy;  Shebl, Ali;  Eissa, Mustafa;  Mohamed, Essam A.;  Fahil, Amr S.;  Ramadan, Hatem Saad;  Abukhadra, Mostafa R.;  El-Sherbeeny, Ahmed M.;  Kovacs, Attila;  Szucs, Peter
收藏  |  浏览/下载：33/0  |  提交时间：2024/10/04
Siwa oasis  Soil salinization  water quality deterioration  Hydrodynamic condition  Hydrochemistry  Geochemical modeling  
Mapping the Soil Salinity Distribution and Analyzing Its Spatial and Temporal Changes in Bachu County, Xinjiang, Based on Google Earth Engine and Machine Learning 期刊论文
发表期刊: AGRICULTURE-BASEL. 出版年: 2024, 卷号: 14, 期号: 4
作者:  Zhang, Yue;  Wu, Hongqi;  Kang, Yiliang;  Fan, Yanmin;  Wang, Shuaishuai;  Liu, Zhuo;  He, Feifan
收藏  |  浏览/下载：28/0  |  提交时间：2024/10/04
Google Earth Engine  soil salinization  vertical soil salinity  machine learning  spatial and temporal variability  
Lithological Discrimination of Khyber Range Using Remote Sensing and Machine Learning Algorithms 期刊论文
发表期刊: APPLIED SCIENCES-BASEL. 出版年: 2024, 卷号: 14, 期号: 12
作者:  Ali, Sajid;  Li, Huan;  Ali, Asghar;  Hassan, Jubril Izge
收藏  |  浏览/下载：31/0  |  提交时间：2024/10/04
remote sensing  machine learning  SVM  MLC  lithology  ASTER  OLI  Khyber  
Impacts of Climate Change on Runoff in the Heihe River Basin, China 期刊论文
发表期刊: ATMOSPHERE. 出版年: 2024, 卷号: 15, 期号: 5
作者:  Liu, Qin;  Cheng, Peng;  Lyu, Meixia;  Yan, Xinyang;  Xiao, Qingping;  Li, Xiaoqin;  Wang, Lei;  Bao, Lili
收藏  |  浏览/下载：44/0  |  提交时间：2024/10/04
Heihe River Basin  climate change  runoff changes  machine learning methods  runoff forecasting models  
Integrating Demographics and Imaging Features for Various Stages of Dementia Classification: Feed Forward Neural Network Multi-Class Approach 期刊论文
发表期刊: BIOMEDICINES. 出版年: 2024, 卷号: 12, 期号: 4
作者:  Cheung, Eva Y. W.;  Wu, Ricky W. K.;  Chu, Ellie S. M.;  Mak, Henry K. F.
收藏  |  浏览/下载：29/0  |  提交时间：2024/10/04
Alzheimer's disease  mild cognitive impairment  dementia  radiomics  volumetry  feed forward neural network  artificial neural network