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Application of geostatistical models to identify spatial distribution of groundwater quality parameters 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2022
作者:  Farzaneh, Gita;  Khorasani, Nematollah;  Ghodousi, Jamal;  Panahi, Mostafa
收藏  |  浏览/下载：13/0  |  提交时间：2022/03/17
Groundwater quality  Kriging  Cokriging  Physicochemical analysis  Landfill  
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  
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  
Quantitative estimation of hourly precipitation in the Tianshan Mountains based on area-to-point kriging downscaling and satellite-gauge data merging 期刊论文
发表期刊: JOURNAL OF MOUNTAIN SCIENCE. 出版年: 2022
作者:  Lu Xin-yu;  Chen Yuan-yuan;  Tang Guo-qiang;  Wang Xiu-qin;  Liu Yan;  Wei Ming
收藏  |  浏览/下载：27/0  |  提交时间：2022/02/12
Hourly precipitation  Downscaling  merging  Tianshan Mountains  IMERG  Area-to-point kriging (ATPK)  
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  
The Assessment of Cross Calibration/Validation Accuracy for KOMPSAT-3 Using Landsat 8 and 6S 期刊论文
发表期刊: KOREAN JOURNAL OF REMOTE SENSING. 出版年: 2021, 卷号: 37, 期号: 1, 页码: 123-137
作者:  Jin, Cheonggil;  Choi, Chuluong
收藏  |  浏览/下载：15/0  |  提交时间：2021/08/05
Cross calibration  CAL/VAL  Libya 4 Pseudo Invariant Calibration Site (PICS)  Spectral Band Adjustment Factor (SBAF)  Relative Spectral Response (RSR)  KOMPSAT-3  Landsat 8  
Estimating ground-level PM2.5 concentrations by developing and optimizing machine learning and statistical models using 3 km MODIS AODs: case study of Tehran, Iran 期刊论文
发表期刊: JOURNAL OF ENVIRONMENTAL HEALTH SCIENCE AND ENGINEERING. 出版年: 2021, 卷号: 19, 期号: 1, 页码: 1-21
作者:  Sotoudeheian, Saeed;  Arhami, Mohammad
收藏  |  浏览/下载：16/0  |  提交时间：2021/07/30
Prediction model  MODIS  Aerosol optical depth  PM2  5  Meteorological variables  
Estimation of ambient PM2.5 in Iraq and Kuwait from 2001 to 2018 using machine learning and remote sensing 期刊论文
发表期刊: ENVIRONMENT INTERNATIONAL. 出版年: 2021, 卷号: 151
作者:  Li, Jing;  Garshick, Eric;  Hart, Jaime E.;  Li, Longxiang;  Shi, Liuhua;  Al-Hemoud, Ali;  Huang, Shaodan;  Koutrakis, Petros
收藏  |  浏览/下载：34/0  |  提交时间：2021/07/30
PM2.5  Aerosol optical depth (AOD)  Visibility  High resolution  Exposure  
A Multimethod Analysis for Average Annual Precipitation Mapping in the Khorasan Razavi Province (Northeastern Iran) 期刊论文
发表期刊: ATMOSPHERE. 出版年: 2021, 卷号: 12, 期号: 5
作者:  Aalijahan, Mehdi;  Khosravichenar, Azra
收藏  |  浏览/下载：2/0  |  提交时间：2021/11/29
precipitation interpolation  distribution of precipitation  geostatistics  cross-validation  Khorasan Razavi province  northeastern Iran  
Geostatistical based framework for spatial modeling of groundwater level during dry and wet seasons in an arid region: a case study at Hadat Ash-Sham experimental station, Saudi Arabia 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2021
作者:  Budiman, Jaka S.;  Al-Amri, Nassir S.;  Chaabani, Anis;  Elfeki, Amro M. M.
收藏  |  浏览/下载：2/0  |  提交时间：2021/07/30
Statistical modeling  Kriging technique  Groundwater level  Spatial variability  Arid regions  Saudi Arabia