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Application of proximal sensing approach to predict cation exchange capacity of calcareous soils using linear and nonlinear data mining algorithms 期刊论文
发表期刊: JOURNAL OF SOILS AND SEDIMENTS. 出版年: 2024, 卷号: 24, 期号: 6, 页码: 2248-2267
作者:  Karami, Ali;  Moosavi, Ali Akbar;  Pourghasemi, Hamid Reza;  Ronaghi, Abdolmajid;  Ghasemi-Fasaei, Reza;  Lado, Marcos
收藏  |  浏览/下载：29/0  |  提交时间：2024/10/04
Multiblock analysis  Partial least squares regression  Pedotransfer functions  Spectrotransfer function  Stepwise multiple linear regression  Support vector regression  Soil spectroscopy  
Temporal variations in rainfall, runoff and sediment yield in small karst watersheds 期刊论文
发表期刊: CATENA. 出版年: 2023, 卷号: 231
作者:  Sun, Mingwei;  Wang, Zhongcheng;  Li, Zhenwei;  Xu, Xianli;  Qin, Li;  Song, Tao
收藏  |  浏览/下载：31/0  |  提交时间：2024/09/29
Soil erosion  Rainfall  Runoff  Sediment transport  Partial least squares regression  
Improving the estimation accuracy of rapeseed leaf photosynthetic characteristics under salinity stress using continuous wavelet transform and successive projections algorithm 期刊论文
发表期刊: FRONTIERS IN PLANT SCIENCE. 出版年: 2023, 卷号: 14
作者:  Wang, Jingang;  Tian, Tian;  Wang, Haijiang;  Cui, Jing;  Shi, Xiaoyan;  Song, Jianghui;  Li, Tiansheng;  Li, Weidi;  Zhong, Mingtao;  Zhang, Wenxu
收藏  |  浏览/下载：19/0  |  提交时间：2024/09/29
photosynthesis  continuous wavelet transformation  partial least squares regression  support vector machines  brassic anapus  
Improving the monitoring of root zone soil salinity under vegetation cover conditions by combining canopy spectral information and crop growth parameters 期刊论文
发表期刊: FRONTIERS IN PLANT SCIENCE. 出版年: 2023, 卷号: 14
作者:  Shi, Xiaoyan;  Song, Jianghui;  Wang, Haijiang;  Lv, Xin;  Tian, Tian;  Wang, Jingang;  Li, Weidi;  Zhong, Mingtao;  Jiang, Menghao
收藏  |  浏览/下载：19/0  |  提交时间：2024/09/29
canopy hyperspectral data  growth parameters  partial least squares regression  soil salinization  variable selection  
Vis-NIR spectroscopy as an eco-friendly method for monitoring pedoenvironmental variations and pedological assessments in Lut Watershed, Central Iran 期刊论文
发表期刊: SOIL & TILLAGE RESEARCH. 出版年: 2023, 卷号: 233
作者:  Rasooli, Najmeh;  Farpoor, Mohammad Hady;  Mahmoodabadi, Majid;  Esfandiarpour-Boroujeni, Isa
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/29
Vis-NIR spectroscopy  Magnetic susceptibility  Geometric parameters  Evaporitic minerals  Partial least squares regression  Arid land  
Non-destructive assessment of quality traits in apples and pears usingnearinfraredspectroscopy and chemometrics 期刊论文
发表期刊: REVISTA BRASILEIRA DE FRUTICULTURA. 出版年: 2023, 卷号: 45, 期号: 1
作者:  Vilvert, Joao Claudio;  dos Santos, Luana Ferreira;  Cardoso, Adriana Dias;  Lopes, Paulo Roberto Coelho;  do Amarante, Cassandro Vidal Talamini;  de Freitas, Sergio Tonetto
收藏  |  浏览/下载：24/0  |  提交时间：2024/09/29
partial least squares regression  multivariate regression  fruit quality  soluble solids  dry matter  
The effects of landscape change on habitat quality in arid desert areas based on future scenarios: Tarim River Basin as a case study 期刊论文
发表期刊: FRONTIERS IN PLANT SCIENCE. 出版年: 2022, 卷号: 13
作者:  Zhang, Tianju;  Chen, Yaning
收藏  |  浏览/下载：25/0  |  提交时间：2024/09/20
FLUS model  InVEST model  partial least squares regression  anthropogenic factors  land use land cover  landscape dynamics  
Climatic Mechanism of Delaying the Start and Advancing the End of the Growing Season of Stipa krylovii in a Semi-Arid Region from 1985-2018 期刊论文
发表期刊: AGRONOMY-BASEL. 出版年: 2022, 卷号: 12, 期号: 8
作者:  Liu, Erhua;  Zhou, Guangsheng;  He, Qijin;  Wu, Bingyi;  Zhou, Huailin;  Gu, Wenjie
收藏  |  浏览/下载：15/0  |  提交时间：2024/09/20
phenology  partial least squares regression  climate change  underlying mechanism  semi-arid region  
Expanding the theory for reducing the CO2 disaster-Hypotheses from partial least-squares regression and machine learning 期刊论文
发表期刊: FRONTIERS IN EARTH SCIENCE. 出版年: 2022, 卷号: 10
作者:  Xu, Bai-Zhou;  Li, Xiao-Liang;  Wang, Wen-Feng;  Chen, Xi
收藏  |  浏览/下载：20/0  |  提交时间：2024/09/20
CO2 disaster  partial least-squares regression (PLSR)  artificial neural network (ANN)  desert systems  environmental controls  
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：58/0  |  提交时间：2022/03/17
remote sensing  visible and near-infrared spectroscopy  soil organic matter  environmental variables  partial least squares regression