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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：37/0  |  提交时间：2022/03/17
Hydraulic properties  Field capacity  Permanent wilting point  Vis-NIR spectroscopy  Random forest model  Alfisols  Vertisols  
How can UAV bridge the gap between ground and satellite observations for quantifying the biomass of desert shrub community? 期刊论文
发表期刊: ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING. 出版年: 2022, 卷号: 192, 页码: 361-376
作者:  Mao, Peng;  Ding, Junjie;  Jiang, Biqian;  Qin, Longjun;  Qiu, Guo Yu
收藏  |  浏览/下载：0/0  |  提交时间：2024/09/18
Above -ground biomass (AGB)  Desert shrub  Optical Satellite  Reaumuria soongarica  Salsola passerina  Unmanned aerial vehicle (UAV)  
Spatial prediction of soil properties through hybridized random forest model and combination of reflectance spectroscopy and environmental covariates 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2022, 卷号: 37, 期号: 27, 页码: 18172-18195
作者:  Shahabi, Aram;  Nabiollahi, Kamal;  Davari, Masoud;  Zeraatpisheh, Mojtaba;  Heung, Brandon;  Scholten, Thomas;  Taghizadeh-Mehrjardi, Ruhollah
收藏  |  浏览/下载：0/0  |  提交时间：2024/09/18
Sentinel  hyperspectral  machine learning  environmental covariates  clay content  electric conductivity  calcium carbonate semi-arid region  Iran  Kurdistan  
Quantification of some intrinsic soil properties using proximal sensing in arid lands: Application of Vis-NIR, MIR, and pXRF spectroscopy 期刊论文
发表期刊: GEODERMA REGIONAL. 出版年: 2022, 卷号: 28
作者:  Naimi, Salman;  Ayoubi, Shamsollah;  Di Loreto Di Raimo, Luis Augusto;  Melo Dematte, Jose Alexandre
收藏  |  浏览/下载：0/0  |  提交时间：2024/09/18
Vis-NIR-SWIR  Mid-IR and pXRF spectroscopy  Soil spectral behavior  PLSR, arid region  
Estimation of SO42- ion in saline soil using VIS-NIR spectroscopy under different human activity stress 期刊论文
发表期刊: SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY. 出版年: 2022, 卷号: 282
作者:  Tian, Anhong;  Zhao, Junsan;  Fu, Chengbiao;  Xiong, Heigang
收藏  |  浏览/下载：0/0  |  提交时间：2024/09/18
Saline soil  SO42- ion  Different human activity stress  Field hyperspectral measurement  Fractional-order derivative  
Exploring the potential of UAV hyperspectral image for estimating soil salinity: Effects of optimal band combination algorithm and random forest 期刊论文
发表期刊: SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY. 出版年: 2022, 卷号: 279
作者:  Zhu, Chuanmei;  Ding, Jianli;  Zhang, Zipeng;  Wang, Zheng
收藏  |  浏览/下载：0/0  |  提交时间：2024/09/18
Visibleandnear-infraredspectroscopy  Featureselection  CompetitiveadaptiveReweightedsampling  Digitalsoilmapping  Soilsalinity  
Desert Soil Salinity Inversion Models Based on Field In Situ Spectroscopy in Southern Xinjiang, China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 19
作者:  Wang, Yu;  Xie, Modong;  Hu, Bifeng;  Jiang, Qingsong;  Shi, Zhou;  He, Yinfeng;  Peng, Jie
收藏  |  浏览/下载：0/0  |  提交时间：2024/09/18
Vis-NIR in situ spectroscopy  soil salinity  feature bands selection method  deep learning  inversion model  
Prediction and variability mapping of some physicochemical characteristics of calcareous topsoil in an arid region using Vis-SWNIR and NIR spectroscopy 期刊论文
发表期刊: SCIENTIFIC REPORTS. 出版年: 2022, 卷号: 12, 期号: 1
作者:  Alomar, Samer;  Mireei, Seyed Ahmad;  Hemmat, Abbas;  Masoumi, Amin Allah;  Khademi, Hossein
收藏  |  浏览/下载：0/0  |  提交时间：2024/09/18
Estimation of Soil Organic Carbon Using Vis-NIR Spectral Data and Spectral Feature Bands Selection in Southern Xinjiang, China 期刊论文
发表期刊: SENSORS. 出版年: 2022, 卷号: 22, 期号: 16
作者:  Bai, Zijin;  Xie, Modong;  Hu, Bifeng;  Luo, Defang;  Wan, Chang;  Peng, Jie;  Shi, Zhou
收藏  |  浏览/下载：0/0  |  提交时间：2024/09/18
Vis-NIR spectroscopy  SOC  deep learning  spectral feature bands selection  
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：29/0  |  提交时间：2022/03/17
remote sensing  visible and near-infrared spectroscopy  soil organic matter  environmental variables  partial least squares regression