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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  
Groundwater Suitability for Drinking and Irrigation Using Water Quality Indices and Multivariate Modeling in Makkah Al-Mukarramah Province, Saudi Arabia 期刊论文
发表期刊: WATER. 出版年: 2022, 卷号: 14, 期号: 3
作者:  El Osta, Maged;  Masoud, Milad;  Alqarawy, Abdulaziz;  Elsayed, Salah;  Gad, Mohamed
收藏  |  浏览/下载：17/0  |  提交时间：2022/03/17
multivariate modeling  physicochemical parameters  water quality indices  hydrochemical facies  GIS techniques  
Estimating Carbon, Nitrogen, and Phosphorus Contents of West-East Grassland Transect in Inner Mongolia Based on Sentinel-2 and Meteorological Data 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 2
作者:  Pang, Haiyang;  Zhang, Aiwu;  Yin, Shengnan;  Zhang, Jiaxin;  Dong, Gang;  He, Nianpeng;  Qin, Wenxuan;  Wei, Dandan
收藏  |  浏览/下载：13/0  |  提交时间：2022/03/17
Sentinel-2  grassland  C  N  P  fractional differential  spectra  Inner Mongolia Plateau  
Prediction of soil hydraulic properties using VIS-NIR spectral data in semi-arid region of Northern Karnataka Plateau 期刊论文
发表期刊: GEODERMA REGIONAL. 出版年: 2022, 卷号: 28
作者:  Dharumarajan, S.;  Lalitha, M.;  Gomez, C.;  Vasundhara, R.;  Kalaiselvi, B.;  Hegde, Rajendra
收藏  |  浏览/下载：33/0  |  提交时间：2022/03/17
Hydraulic properties  Field capacity  Permanent wilting point  Vis-NIR spectroscopy  Random forest model  Alfisols  Vertisols  
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  
Monitoring soil salinization and its spatiotemporal variation at different depths across the Yellow River Delta based on remote sensing data with multi-parameter optimization 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2021
作者:  Cheng, Tiantian;  Zhang, Jiahua;  Zhang, Sha;  Bai, Yun;  Wang, Jingwen;  Li, Shuaishuai;  Javid, Tehseen;  Meng, Xianglei;  Sharma, Til Prasad Pangali
收藏  |  浏览/下载：27/0  |  提交时间：2022/02/12
Soil salinization  Remote sensing  Multi-parameter optimization  Yellow River Delta  Spatiotemporal dynamic  
Estimation of shrubland aboveground biomass of the desert steppe from optical and C-band SAR data 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Wang, X. Y.;  Pan, P. P.;  Lu, J.
收藏  |  浏览/下载：16/0  |  提交时间：2021/07/30
Desert steppe  shrubland  HJ1B  RADARSAT-2  aboveground biomass (AGB)  
Soil total carbon mapping, in Djerid Arid area, using ASTER multispectral remote sensing data combined with laboratory spectral proximal sensing data 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2021, 卷号: 14, 期号: 5
作者:  Aichi, Hamouda;  Fouad, Youssef;  Chabaane, Zohra Lili;  Sanaa, Mustapha;  Walter, Christian
收藏  |  浏览/下载：25/0  |  提交时间：2021/07/30
Arid area  Spatial quantification  Soil total carbon  ASTER  Empirical line method  PLSR-kriging  
Estimation of Soil Salt and Ion Contents Based on Hyperspectral Remote Sensing Data: A Case Study of Baidunzi Basin, China 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 4
作者:  Wang, Libing;  Zhang, Bo;  Shen, Qian;  Yao, Yue;  Zhang, Shengyin;  Wei, Huaidong;  Yao, Rongpeng;  Zhang, Yaowen
收藏  |  浏览/下载：16/0  |  提交时间：2021/07/30
soil salinization  remote sensing  numerical modelling  digital soil mapping  arid regions  
Combination of MIR spectroscopy and environmental covariates to predict soil organic carbon in a semi-arid region 期刊论文
发表期刊: CATENA. 出版年: 2021, 卷号: 196
作者:  Sabetizade, Marmar;  Gorji, Manouchehr;  Roudier, Pierre;  Zolfaghari, Ali Asghar;  Keshavarzi, Ali
收藏  |  浏览/下载：14/0  |  提交时间：2021/01/07
SOC  Soil spectroscopy  Remote sensing  DEM  Recursive feature elimination  Cubist