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Feature Selection and Regression Models for Multisource Data-Based Soil Salinity Prediction: A Case Study of Minqin Oasis in Arid China 期刊论文
发表期刊: LAND. 出版年: 2024, 卷号: 13, 期号: 6
作者:  Zhang, Sheshu;  Zhao, Jun;  Yang, Jianxia;  Xie, Jinfeng;  Sun, Ziyun
收藏  |  浏览/下载：24/0  |  提交时间：2024/10/04
remote sensing  soil salinization  feature subset selection  environmental covariate  red edge  texture feature  
Evaluating the contribution of Sentinel-2 view and illumination geometry to the accuracy of retrieving essential crop parameters 期刊论文
发表期刊: GISCIENCE & REMOTE SENSING. 出版年: 2023, 卷号: 60, 期号: 1
作者:  Kganyago, Mahlatse;  Ovakoglou, Georgios;  Mhangara, Paidamwoyo;  Adjorlolo, Clement;  Alexandridis, Thomas;  Laneve, Giovanni;  Beltran, Juan Suarez
收藏  |  浏览/下载：26/0  |  提交时间：2024/09/29
Chlorophyll Content  Leaf Area Index  Sentinel-2  Random Forest  red-edge vegetation indices  sun-sensor geometry  
Improved Surface Soil Moisture Estimation Model in Semi-Arid Regions Using the Vegetation Red-Edge Band Sensitive to Plant Growth 期刊论文
发表期刊: ATMOSPHERE. 出版年: 2022, 卷号: 13, 期号: 6
作者:  Lin, Rencai;  Chen, He;  Wei, Zheng;  Li, Yinong;  Zhang, Baozhong;  Sun, Haoran;  Cheng, Minghan
收藏  |  浏览/下载：19/0  |  提交时间：2024/09/20
Sentinel-1  Sentinel-2  surface soil moisture  water cloud model  red-edge band  vegetation water content  
A novel-optimal monitoring index of rocky desertification based on feature space model and red edge indices that derived from sentinel-2 MSI image 期刊论文
发表期刊: GEOMATICS NATURAL HAZARDS & RISK. 出版年: 2022, 卷号: 13, 期号: 1, 页码: 1571-1592
作者:  Guo, Bing;  Yang, Fei;  Li, Jialin;  Lu, Yuefeng
收藏  |  浏览/下载：12/0  |  提交时间：2024/09/20
Rocky desertification  Sentinel-2 MSI image  feature space  red edge indices  monitoring index  
采煤胁迫下干旱区植被生长周期红边指数动态变化 期刊论文
发表期刊: 煤炭学报. 出版年: 2021, 卷号: 46, 期号: 5, 页码: 0253-9993
作者:  李晓婷;  杨丽帆;  邹友峰;  马超
收藏  |  浏览/下载：31/0  |  提交时间：2021/11/19
Sentinel-2A  mining subsidence  coal mining stress  Red Edge Vegetation Indices(VIre)  Sentinel-2A  spatiotemporal change  logistic regression  
Extraction of fractional vegetation cover in arid desert area based on Chinese GF-6 satellite 期刊论文
发表期刊: OPEN GEOSCIENCES. 出版年: 2021, 卷号: 13, 期号: 1, 页码: 416-430
作者:  Deng, Zhengdong;  Lu, Zhao;  Wang, Guangyuan;  Wang, Daqing;  Ding, Zhibin;  Zhao, Hongfei;  Xu, Haoli;  Shi, Yue;  Cheng, Zijian;  Zhao, Xiaoning
收藏  |  浏览/下载：20/0  |  提交时间：2022/02/12
vegetation index  pixel dichotomy model  fractional vegetation cover  red edge band  
Extraction of fractional vegetation cover in arid desert area based on Chinese GF-6 satellite 期刊论文
发表期刊: OPEN GEOSCIENCES. 出版年: 2021, 卷号: 13, 期号: 1, 页码: 416-430
作者:  Deng, Zhengdong;  Lu, Zhao;  Wang, Guangyuan;  Wang, Daqing;  Ding, Zhibin;  Zhao, Hongfei;  Xu, Haoli;  Shi, Yue;  Cheng, Zijian;  Zhao, Xiaoning
收藏  |  浏览/下载：31/0  |  提交时间：2021/07/30
vegetation index  pixel dichotomy model  fractional vegetation cover  red edge band  
Application of red edge band in remote sensing extraction of surface water body: a case study based on GF-6 WFV data in arid area 期刊论文
发表期刊: HYDROLOGY RESEARCH. 出版年: 2021, 卷号: 52, 期号: 6, 页码: 1526-1541
作者:  Lu, Zhao;  Wang, Daqing;  Deng, Zhengdong;  Shi, Yue;  Ding, Zhibin;  Ning, Hao;  Zhao, Hongfei;  Zhao, Jiazheng;  Xu, Haoli;  Zhao, Xiaoning
收藏  |  浏览/下载：30/0  |  提交时间：2022/02/12
decision tree  GF-6 WFV data  red edge band  surface water body extraction  
Crop Classification Using Multi-Temporal Sentinel-2 Data in the Shiyang River Basin of China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 24
作者:  Yi, Zhiwei;  Jia, Li;  Chen, Qiting
收藏  |  浏览/下载：14/0  |  提交时间：2021/07/30
crop classification  sentinel-2  random forest  red-edge band  short-wave infrared  
Integration of Time Series Sentinel-1 and Sentinel-2 Imagery for Crop Type Mapping over Oasis Agricultural Areas 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 1
作者:  Sun, Luyi;  Chen, Jinsong;  Guo, Shanxin;  Deng, Xinping;  Han, Yu
收藏  |  浏览/下载：24/0  |  提交时间：2020/05/22
oasis crop type mapping  Sentinel-1 and 2 integration  statistically homogeneous pixels (SHPs)  red-edge spectral bands and indices  recursive feature increment (RFI)  random forest (RF)