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New high-resolution estimates of the permafrost thermal state and hydrothermal conditions over the Northern Hemisphere 期刊论文
发表期刊: EARTH SYSTEM SCIENCE DATA. 出版年: 2022, 卷号: 14, 期号: 2, 页码: 865-884
作者:  Ran, Youhua;  Li, Xin;  Cheng, Guodong;  Che, Jingxin;  Aalto, Juha;  Karjalainen, Olli;  Hjort, Jan;  Luoto, Miska;  Jin, Huijun;  Obu, Jaroslav;  Hori, Masahiro;  Yu, Qihao;  Chang, Xiaoli
收藏  |  浏览/下载：15/0  |  提交时间：2022/03/17
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  
Dynamic Forecast of Desert Locust Presence Using Machine Learning with a Multivariate Time Lag Sliding Window Technique 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 3
作者:  Sun, Ruiqi;  Huang, Wenjiang;  Dong, Yingying;  Zhao, Longlong;  Zhang, Biyao;  Ma, Huiqin;  Geng, Yun;  Ruan, Chao;  Xing, Naichen;  Chen, Xidong;  Li, Xueling
收藏  |  浏览/下载：27/0  |  提交时间：2022/03/17
desert locust  environmental indicator  dynamic forecast  machine learning  time lag  
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：22/0  |  提交时间：2022/03/17
soil salinization  particle swarm optimization  support vector regression  back-propagation neural network  PALSAR  
Spatial prediction of soil surface properties in an arid region using synthetic soil image and machine learning 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Naimi, Salman;  Ayoubi, Shamsollah;  Dematte, Jose A. M.;  Zeraatpisheh, Mojtaba;  Amorim, Merilyn Taynara Accorsi;  Mello, Fellipe Alcantara de Oliveira
收藏  |  浏览/下载：37/0  |  提交时间：2021/11/29
Spatial prediction  environmental covariates  synthetic soil image (SySI)  Cubist  random forest  machine learning  
Monitoring and Predicting Desert Locust Plague Severity in Asia-Africa Using Multisource Remote Sensing Time-Series Data 期刊论文
发表期刊: IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. 出版年: 2021, 卷号: 14, 页码: 8638-8652
作者:  Shao, Zhenfeng;  Feng, Xiaoxiao;  Bai, Linze;  Jiao, Haiming;  Zhang, Ya;  Li, Deren;  Fan, Haisheng;  Huang, Xiao;  Ding, Yuqi;  Altan, Orhan;  Saleem, Nayyer
收藏  |  浏览/下载：20/0  |  提交时间：2021/11/19
Hidden Markov models  Vegetation mapping  Hyperspectral imaging  Monitoring  MODIS  Agriculture  Earth  Change detection  Hidden Markov Model (HMM)  hyperspectral imagery  locust plague prediction  moderate-resolution imaging spectroradiometer (MODIS)  semisupervised classification  
Multisource Data Analysis for Gold Potentiality Mapping of Atalla Area and Its Environs, Central Eastern Desert, Egypt 期刊论文
发表期刊: MINERALS. 出版年: 2021, 卷号: 11, 期号: 6
作者:  Shebl, Ali;  Abdellatif, Mahmoud;  Elkhateeb, Sayed O.;  Csamer, Arpad
收藏  |  浏览/下载：13/0  |  提交时间：2021/07/30
aeromagnetic  spectrometric gamma-ray  ASTER  Sentinel 2  gold potentiality mapping (GPM)  
The Long-Time Variation of Lake in Typical Desert Area and Its Human and Climate Change Causes: A Case Study of the Hongjian Nur 期刊论文
发表期刊: IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. 出版年: 2021, 卷号: 14, 页码: 416-425
作者:  Zhou, Lei;  Zhu, Yinuo;  Du, Mingyi;  Wang, Siyu;  He, Congcong;  Luo, Ting;  Wu, Jianjun;  Zhang, Jun;  Yang, Kun
收藏  |  浏览/下载：13/0  |  提交时间：2021/07/30
Geographic information systems  lakes  remote sensing  water  wavelet transform  
The potential impacts of a water transfer project on the groundwater system in the Sugan Lake Basin of China 期刊论文
发表期刊: HYDROGEOLOGY JOURNAL. 出版年: 2021, 卷号: 29, 期号: 4, 页码: 1485-1499
作者:  Yang, Zhengqiu;  Hu, Litang;  Sun, Kangning
收藏  |  浏览/下载：16/0  |  提交时间：2021/07/30
Groundwater  surface-water relations  Interbasin water transfer  Numerical modeling  Arid regions  China  
Using Multisource Satellite Data to Investigate Lake Area, Water Level, and Water Storage Changes of Terminal Lakes in Ungauged Regions 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 16
作者:  Zhang, Chuanhui;  Lv, Aifeng;  Zhu, Wenbin;  Yao, Guobiao;  Qi, Shanshan
收藏  |  浏览/下载：10/0  |  提交时间：2021/11/29
multisource satellite data  terminal lake  lake area  lake water level  lake water storage