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Soil salinity estimation based on machine learning using the GF-3 radar and Landsat-8 data in the Keriya Oasis, Southern Xinjiang, China 期刊论文
发表期刊: PLANT AND SOIL. 出版年: 2024, 卷号: 498, 期号: 1-2, 页码: 451-469
作者:  Xiao, Sentian;  Nurmemet, Ilyas;  Zhao, Jing
收藏  |  浏览/下载：22/0  |  提交时间：2024/10/04
Soil salinization estimation  GF-3 data  Random forest model  Polarization decomposition  Multi-source data prediction  
A Pixel Dichotomy Coupled Linear Kernel-Driven Model for Estimating Fractional Vegetation Cover in Arid Areas From High-Spatial-Resolution Images 期刊论文
发表期刊: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 出版年: 2023, 卷号: 61
作者:  Ma, Xu;  Ding, Jianli;  Wang, Tiejun;  Lu, Lei;  Sun, Hui;  Zhang, Fei;  Cheng, Xiao;  Nurmemet, Ilyas
收藏  |  浏览/下载：38/0  |  提交时间：2024/09/29
Fractional vegetation cover (FVC) of the arid areas  high-spatial-resolution (HSR) image  linear kernel-driven model (KDM)  modified linear pixel dichotomy model (PDM)  multiangle method (MAM)  
Monitoring Soil Salinity Using Machine Learning and the Polarimetric Scattering Features of PALSAR-2 Data 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2023, 卷号: 15, 期号: 9
作者:  Zhao, Jing;  Nurmemet, Ilyas;  Muhetaer, Nuerbiye;  Xiao, Sentian;  Abulaiti, Adilai
收藏  |  浏览/下载：10/0  |  提交时间：2024/09/29
soil salinization  polarized feature component  SVM classification  oasis in arid areas  ALOS PALSAR-2  
Monitoring of Soil Salinization in the Keriya Oasis Based on Deep Learning with PALSAR-2 and Landsat-8 Datasets 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2022, 卷号: 14, 期号: 5
作者:  Abulaiti, Adilai;  Nurmemet, Ilyas;  Muhetaer, Nuerbiye;  Xiao, Sentian;  Zhao, Jing
收藏  |  浏览/下载：14/0  |  提交时间：2024/09/20
soil salinization  PALSAR-2  polarimetric decomposition  deep learning  
An Efficient Approach for Inverting the Soil Salinity in Keriya Oasis, Northwestern China, Based on the Optical-Radar Feature-Space Model 期刊论文
发表期刊: SENSORS. 出版年: 2022, 卷号: 22, 期号: 19
作者:  Muhetaer, Nuerbiye;  Nurmemet, Ilyas;  Abulaiti, Adilai;  Xiao, Sentian;  Zhao, Jing
收藏  |  浏览/下载：18/0  |  提交时间：2024/09/20
soil salinity  Landsat 8 OLI data  PALSAR-2 data  Keriya Oasis  polarization decomposition  
Inversion of Soil Salinity Using Multisource Remote Sensing Data and Particle Swarm Machine Learning Models in Keriya Oasis, Northwestern China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 3
作者:  Wei, Qinyu;  Nurmemet, Ilyas;  Gao, Minhua;  Xie, Boqiang
收藏  |  浏览/下载：47/0  |  提交时间：2022/03/17
soil salinization  particle swarm optimization  support vector regression  back-propagation neural network  PALSAR  
A Quantifying Approach to Soil Salinity Based on a Radar Feature Space Model Using ALOS PALSAR-2 Data 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 2
作者:  Muhetaer, Nuerbiye;  Nurmemet, Ilyas;  Abulaiti, Adilai;  Xiao, Sentian;  Zhao, Jing
收藏  |  浏览/下载：51/0  |  提交时间：2022/03/17
soil salinization  polarized feature component  two-dimensional radar feature  Keriya Oasis  
Machine learning method for quick identification of water quality index (WQI) based on Sentinel-2 MSI data: Ebinur Lake case study 期刊论文
发表期刊: WATER SUPPLY. 出版年: 2021, 卷号: 21, 期号: 3, 页码: 1291-1312
作者:  Li, Xiaohang;  Ding, Jianli;  Ilyas, Nurmemet
收藏  |  浏览/下载：54/0  |  提交时间：2021/07/30
machine learning  remote sensing reflectance  Sentinel-2 MSI  water quality index (WQI)  water quality parameter (WQP)  
Mapping and Modeling of Soil Salinity Using WorldView-2 Data and EM38-KM2 in an Arid Region of the Keriya River, China 会议论文
会议名称: ASPRS Annual Conference / 18th Annual International LiDAR Mapping Forum. 会议地点: Denver, CO. 会议日期: FEB 05-07, 2018
作者:  Kasim, Nijat;  Tiyip, Tashpolat;  Abliz, Abdugheni;  Nurmemet, Ilyas;  Sawut, Rukeya;  Maihemuti, Balati
收藏  |  浏览/下载：20/0  |  提交时间：2019/12/09
Mapping and Modeling of Soil Salinity Using WorldView-2 Data and EM38-KM2 in an Arid Region of the Keriya River, China 会议论文
会议名称: ASPRS Annual Conference / 18th Annual International LiDAR Mapping Forum. 会议地点: Denver, CO. 会议日期: FEB 05-07, 2018
作者:  Kasim, Nijat;  Tiyip, Tashpolat;  Abliz, Abdugheni;  Nurmemet, Ilyas;  Sawut, Rukeya;  Maihemuti, Balati
收藏  |  浏览/下载：18/0  |  提交时间：2019/12/09