Arid

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Soil Erosion Assessment of Alpine Grassland in the Source Park of the Yellow River on the Qinghai-Tibetan Plateau, China 期刊论文
发表期刊: FRONTIERS IN ECOLOGY AND EVOLUTION. 出版年: 2022, 卷号: 9
作者:  Lin, Huilong;  Zhao, Yuting
收藏  |  浏览/下载:14/0  |  提交时间:2022/03/17
grassland degradation  Cs-137 element tracing  soil erosion classification  restoration and protection management  alpine grassland  
Improving the spatial prediction of soil organic carbon using environmental covariates selection: A comparison of a group of environmental covariates 期刊论文
发表期刊: CATENA. 出版年: 2022, 卷号: 208
作者:  Zeraatpisheh, Mojtaba;  Garosi, Younes;  Owliaie, Hamid Reza;  Ayoubi, Shamsollah;  Taghizadeh-Mehrjardi, Ruhollah;  Scholten, Thomas;  Xu, Ming
收藏  |  浏览/下载:14/0  |  提交时间:2021/11/19
Soil organic carbon  Spatial prediction  Environmental covariates  Time-series vegetation indices  Machine learning  Uncertainty  
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  
A hybrid framework for forecasting monthly reservoir inflow based on machine learning techniques with dynamic climate forecasts, satellite-based data, and climate phenomenon information 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2021
作者:  Tian, Di;  He, Xiaogang;  Srivastava, Puneet;  Kalin, Latif
收藏  |  浏览/下载:22/0  |  提交时间:2021/11/29
Reservoir inflow forecast  Machine learning  Dynamic climate forecast  Climate indices  Satellite-based soil moisture and evaporation  Multi-model ensemble  
Spatial modelling of soil salinity: deep or shallow learning models? 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2021
作者:  Mohammadifar, Aliakbar;  Gholami, Hamid;  Golzari, Shahram;  Collins, Adrian L.
收藏  |  浏览/下载:27/0  |  提交时间:2021/07/30
Deep learning models  Shallow machine learning models  Soil salinity spatial maps  Deep convolutional neural networks  
High-resolution prediction of the spatial distribution of PM2.5 concentrations in China using a long short-term memory model 期刊论文
发表期刊: JOURNAL OF CLEANER PRODUCTION. 出版年: 2021, 卷号: 297
作者:  Wang, Zhige;  Zhou, Yue;  Zhao, Ruiying;  Wang, Nan;  Biswas, Asim;  Shi, Zhou
收藏  |  浏览/下载:18/0  |  提交时间:2021/07/30
PM2.5 prediction  AOD  LSTM  Time series data modeling  
Comparison of multi-criteria and artificial intelligence models for land-subsidence susceptibility zonation 期刊论文
发表期刊: JOURNAL OF ENVIRONMENTAL MANAGEMENT. 出版年: 2021, 卷号: 284
作者:  Arabameri, Alireza;  Pal, Subodh Chandra;  Rezaie, Fatemeh;  Chakrabortty, Rabin;  Chowdhuri, Indrajit;  Blaschke, Thomas;  Ngo, Phuong Thao Thi
收藏  |  浏览/下载:14/0  |  提交时间:2021/07/30
Land subsidence  Artificial intelligence  Iran  
基于星上SIF数据的中国北方-蒙古草地GPP估算研究 学位论文
学位授予机构: 中国农业科学院. 出版年: 2021
作者:  沈洁
收藏  |  浏览/下载:3/0  |  提交时间:2021/12/01
基于多源遥感数据的南疆干旱区荒漠土壤水分监测研究 学位论文
学位授予机构: 塔里木大学. 出版年: 2021
作者:  高琪
收藏  |  浏览/下载:9/0  |  提交时间:2021/08/10
Evaluation of machine learning models for predicting the temporal variations of dust storm index in arid regions of Iran 期刊论文
发表期刊: ATMOSPHERIC POLLUTION RESEARCH. 出版年: 2021, 卷号: 12, 期号: 1, 页码: 134-147
作者:  Ebrahimi-Khusfi, Zohre;  Taghizadeh-Mehrjardi, Ruhollah;  Mirakbari, Maryam
收藏  |  浏览/下载:3/0  |  提交时间:2021/07/30
Machine learning  Remote sensing data  Climatic parameters  Dust emissions  Dry lands  Iran