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Baseline and status of desertification in Central Asia 期刊论文
发表期刊: LAND DEGRADATION & DEVELOPMENT. 出版年: 2022
作者:  Cai, Diwen;  Wang, Xunming;  Hua, Ting;  Jiao, Linlin;  Geng, Xin
收藏  |  浏览/下载：14/0  |  提交时间：2022/03/17
baseline  Central Asia  desertification  local NPP scaling  net primary production  
Monitoring land degradation and assessing its drivers to support sustainable development goal 15.3 in Central Asia 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2022, 卷号: 807
作者:  Jiang, Liangliang;  Bao, Anming;  Jiapaer, Guli;  Liu, Rui;  Yuan, Ye;  Yu, Tao
收藏  |  浏览/下载：17/0  |  提交时间：2022/02/12
Land degradation  Land degradation neutrality  Driving force  Central Asia  
Evolution of landscape pattern and the association with ecosystem services in the Ili-Balkhash Basin 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2022, 卷号: 194, 期号: 3
作者:  Huang, Feng;  Ochoa, Carlos G.;  Jarvis, W. Todd;  Zhong, Ruisen;  Guo, Lidan
收藏  |  浏览/下载：12/0  |  提交时间：2022/03/17
Land use and cover  Ecological value  Spatiotemporal dynamics  Driving forces  Transboundary cooperation  Central Asia  
DEM resolution effects on machine learning performance for flood probability mapping 期刊论文
发表期刊: JOURNAL OF HYDRO-ENVIRONMENT RESEARCH. 出版年: 2022, 卷号: 40
作者:  Avand, Mohammadtaghi;  Kuriqi, Alban;  Khazaei, Majid;  Ghorbanzadeh, Omid
收藏  |  浏览/下载：16/0  |  提交时间：2022/03/17
Heterogeneous data  Flood modelling  Random forest (RF)  Artificial neural network (ANN)  Generalized linear model (GLM)  
Adaptive estimation of multi-regional soil salinization using extreme gradient boosting with Bayesian TPE optimization 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF REMOTE SENSING. 出版年: 2022, 卷号: 43, 期号: 3, 页码: 778-811
作者:  Chen, Baili;  Zheng, Hongwei;  Luo, Geping;  Chen, Chunbo;  Bao, Anming;  Liu, Tie;  Chen, Xi
收藏  |  浏览/下载：18/0  |  提交时间：2022/03/17
Soil salinization  multi-regions  XGBoost  TPE optimization  feature selection  hyper-parameter tuning  
Machine Learning-Assisted Computational Screening of Metal-Organic Frameworks for Atmospheric Water Harvesting 期刊论文
发表期刊: NANOMATERIALS. 出版年: 2022, 卷号: 12, 期号: 1
作者:  Li, Lifeng;  Shi, Zenan;  Liang, Hong;  Liu, Jie;  Qiao, Zhiwei
收藏  |  浏览/下载：29/0  |  提交时间：2022/03/17
metal-organic frameworks  water harvesting  molecular simulation  algorithm  absorption  
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：24/0  |  提交时间：2022/03/17
soil salinization  particle swarm optimization  support vector regression  back-propagation neural network  PALSAR  
Development of an Underground Tunnels Detection Algorithm for Electrical Resistivity Tomography Based on Deep Learning 期刊论文
发表期刊: APPLIED SCIENCES-BASEL. 出版年: 2022, 卷号: 12, 期号: 2
作者:  Hung, Yin-Chun;  Zhao, Yu-Xiang;  Hung, Wei-Chen
收藏  |  浏览/下载：11/0  |  提交时间：2022/03/17
Electrical Resistivity Tomography (ERT)  deep learning  underground tunnel  
OpenET: Filling a Critical Data Gap in Water Management for the Western United States 期刊论文
发表期刊: JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION. 出版年: 2021
作者:  Melton, Forrest S.;  Huntington, Justin;  Grimm, Robyn;  Herring, Jamie;  Hall, Maurice;  Rollison, Dana;  Erickson, Tyler;  Allen, Richard;  Anderson, Martha;  Fisher, Joshua B.;  Kilic, Ayse;  Senay, Gabriel B.;  Volk, John;  Hain, Christopher;  Johnson, Lee;  Ruhoff, Anderson;  Blankenau, Philip;  Bromley, Matt;  Carrara, Will;  Daudert, Britta;  Doherty, Conor;  Dunkerly, Christian;  Friedrichs, MacKenzie;  Guzman, Alberto;  Halverson, Gregory;  Hansen, Jody;  Harding, Jordan;  Kang, Yanghui;  Ketchum, David;  Minor, Blake;  Morton, Charles;  Ortega-Salazar, Samuel;  Ott, Thomas;  Ozdogan, Mutlu;  ReVelle, Peter M.;  Schull, Mitch;  Wang, Carlos;  Yang, Yun;  Anderson, Ray G.
收藏  |  浏览/下载：58/0  |  提交时间：2021/11/29
agriculture  consumptive use  evapotranspiration  field scale  Landsat  open data systems  remote sensing  satellite  water sustainability  
Improving estimation of missing data in historical monthly precipitation by evolutionary methods in the semi-arid area 期刊论文
发表期刊: ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY. 出版年: 2021
作者:  Farzandi, Mahboobeh;  Sanaeinejad, Hossein;  Rezaei-Pazhan, Hojat;  Sarmad, Majid
收藏  |  浏览/下载：27/0  |  提交时间：2021/11/19
Data assimilation  Precipitation of Iran  Missing data  Genetic algorithm  Ant colony