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A new global land productivity dynamic product based on the consistency of various vegetation biophysical indicators 期刊论文
发表期刊: BIG EARTH DATA. 出版年: 2022
作者:  Cui, Yuran;  Li, Xiaosong
收藏  |  浏览/下载：25/0  |  提交时间：2022/03/17
Sustainable development goals  SDG 15.3.1  vegetation parameters  confidence level  google Earth engine  
The dominant influencing factors of desertification changes in the source region of Yellow River: Climate change or human activity? 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2022, 卷号: 813
作者:  Guo, Bing;  Wei, Cuixia;  Yu, Yang;  Liu, Yifeng;  Li, Jialin;  Meng, Chao;  Cai, Yumei
收藏  |  浏览/下载：21/0  |  提交时间：2022/03/17
Desertification  Feature space  Spatial and temporal pattern  Geodetector  Source region of Yellow River  
Revealing the Structure and Composition of the Restored Vegetation Cover in Semi-Arid Mine Dumps Based on LiDAR and Hyperspectral Images 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 4
作者:  Tang, Jiajia;  Liang, Jie;  Yang, Yongjun;  Zhang, Shaoliang;  Hou, Huping;  Zhu, Xiaoxiao
收藏  |  浏览/下载：18/0  |  提交时间：2022/03/17
ecological restoration  hierarchical classification  vegetation structure  LiDAR  vegetation species  
Estimation of Spatial-Temporal Distribution of Grazing Intensity Based on Sheep Trajectory Data 期刊论文
发表期刊: SENSORS. 出版年: 2022, 卷号: 22, 期号: 4
作者:  Fan, Xiantao;  Xuan, Chuanzhong;  Zhang, Mengqin;  Ma, Yanhua;  Meng, Yunqi
收藏  |  浏览/下载：17/0  |  提交时间：2022/03/17
trajectory data  grazing sheep  neural network  grazing intensity  spatial-temporal distribution  
Developing machine learning models for prediction of mortality in the medical intensive care unit 期刊论文
发表期刊: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. 出版年: 2022, 卷号: 216
作者:  Nistal-Nuno, Beatriz
收藏  |  浏览/下载：27/0  |  提交时间：2022/03/17
Bayesian network  Medical intensive care unit  Receiver operating characteristic curve  Mortality  Calibration  
Estimation of Soil Organic Matter in Arid Zones with Coupled Environmental Variables and Spectral Features 期刊论文
发表期刊: SENSORS. 出版年: 2022, 卷号: 22, 期号: 3
作者:  Wang, Zheng;  Ding, Jianli;  Zhang, Zipeng
收藏  |  浏览/下载：23/0  |  提交时间：2022/03/17
remote sensing  visible and near-infrared spectroscopy  soil organic matter  environmental variables  partial least squares regression  
Assessing the performance of machine learning algorithms for soil salinity mapping in Google Earth Engine platform using Sentinel-2A and Landsat-8 OLI data 期刊论文
发表期刊: ADVANCES IN SPACE RESEARCH. 出版年: 2022, 卷号: 69, 期号: 2
作者:  Aksoy, Samet;  Yildirim, Aylin;  Gorji, Taha;  Hamzehpour, Nikou;  Tanik, Aysegul;  Sertel, Elif
收藏  |  浏览/下载：28/0  |  提交时间：2022/03/17
Soil salinity  Electrical conductivity  Machine learning  Cross-validation  Google Earth Engine  
Method for monitoring environmental flows with high spatial and temporal resolution satellite data 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2022, 卷号: 194, 期号: 1
作者:  Lu, Yuming;  Wu, Bingfang;  Yan, Nana;  Zeng, Hongwei;  Guo, Yong;  Zhu, Weiwei;  Zhang, Hao
收藏  |  浏览/下载：12/0  |  提交时间：2022/02/12
Environmental flows  Monitoring  Remote sensing  Yongding River Basin  
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：23/0  |  提交时间：2022/03/17
soil salinization  polarized feature component  two-dimensional radar feature  Keriya Oasis  
Estimation of Soil Salinization by Machine Learning Algorithms in Different Arid Regions of Northwest China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 2
作者:  Jiang, Xiaofang;  Duan, Hanchen;  Liao, Jie;  Guo, Pinglin;  Huang, Cuihua;  Xue, Xian
收藏  |  浏览/下载：10/0  |  提交时间：2022/03/17
hyperspectral data  fractional differential transformation  sine cosine algorithm-Elman  deep extreme learning machine