Soil exchangeable cations estimation using Vis-NIR spectroscopy in different depths: Effects of multiple calibration models and spiking
出版年份 2021 全文链接
标题
Soil exchangeable cations estimation using Vis-NIR spectroscopy in different depths: Effects of multiple calibration models and spiking
作者
关键词
Visible and near-infrared spectroscopy, Exchangeable cations, Partial least squares regression, Cubist, Random forest, Support vector machine regression
出版物
COMPUTERS AND ELECTRONICS IN AGRICULTURE
Volume 182, Issue -, Pages 105990
出版商
Elsevier BV
发表日期
2021-02-18
DOI
10.1016/j.compag.2021.105990
参考文献
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注意：仅列出部分参考文献，下载原文获取全部文献信息。- Reconnaissance scale mapping of salinity in three‐dimensions using EM38 and EM34 data and inversion modelling
- (2020) Jie Wang et al. LAND DEGRADATION & DEVELOPMENT
- Mapping cation exchange capacity using a quasi-3d joint inversion of EM38 and EM31 data
- (2020) Dongxue Zhao et al. SOIL & TILLAGE RESEARCH
- Predicting soil physical and chemical properties using vis-NIR in Australian cotton areas
- (2020) Dongxue Zhao et al. CATENA
- Optimizing wavelength selection by using informative vectors for parsimonious infrared spectra modelling
- (2019) Wartini Ng et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Convolutional neural network for simultaneous prediction of several soil properties using visible/near-infrared, mid-infrared, and their combined spectra
- (2019) Wartini Ng et al. GEODERMA
- Comparison of multivariate methods for estimating selected soil properties from intact soil cores of paddy fields by Vis–NIR spectroscopy
- (2018) Shengxiang Xu et al. GEODERMA
- Visible and near infrared spectroscopy coupled to random forest to quantify some soil quality parameters
- (2018) Felipe Bachion de Santana et al. SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY
- Multi-sensor fusion for the determination of several soil properties in the Yangtze River Delta, China
- (2018) D. Xu et al. EUROPEAN JOURNAL OF SOIL SCIENCE
- In search of an optimum sampling algorithm for prediction of soil properties from infrared spectra
- (2018) Wartini Ng et al. PeerJ
- Estimation of soil organic carbon and total nitrogen in different soil layers using VNIR spectroscopy: Effects of spiking on model applicability
- (2017) Qinghu Jiang et al. GEODERMA
- Genesis and properties of wetland soils by VIS-NIR-SWIR as a technique for environmental monitoring
- (2017) José Alexandre Melo Demattê et al. JOURNAL OF ENVIRONMENTAL MANAGEMENT
- terra GIS - a web GIS for delivery of digital soil maps in cotton-growing areas of Australia
- (2017) J. Huang et al. SOIL USE AND MANAGEMENT
- SoilGrids250m: Global gridded soil information based on machine learning
- (2017) Tomislav Hengl et al. PLoS One
- A global spectral library to characterize the world's soil
- (2016) R.A. Viscarra Rossel et al. EARTH-SCIENCE REVIEWS
- Reply to “Comment on “Potential of integrated field spectroscopy and spatial analysis for enhanced assessment of soil contamination: A prospective review” by Horta et al”
- (2016) A. Horta et al. GEODERMA
- An assessment of model averaging to improve predictive power of portable vis-NIR and XRF for the determination of agronomic soil properties
- (2016) S.M. O'Rourke et al. GEODERMA
- A comparative assessment of support vector regression, artificial neural networks, and random forests for predicting and mapping soil organic carbon stocks across an Afromontane landscape
- (2015) Kennedy Were et al. ECOLOGICAL INDICATORS
- In Situ Measurements of Organic Carbon in Soil Profiles Using vis-NIR Spectroscopy on the Qinghai–Tibet Plateau
- (2015) Shuo Li et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Comparison between artificial neural network and partial least squares for on-line visible and near infrared spectroscopy measurement of soil organic carbon, pH and clay content
- (2015) Boyan Kuang et al. SOIL & TILLAGE RESEARCH
- Building Predictive Models inRUsing thecaretPackage
- (2015) Max Kuhn Journal of Statistical Software
- A comparison of partial least squares (PLS) and sparse PLS regressions for predicting yield of Swiss chard grown under different irrigation water sources using hyperspectral data
- (2014) Elfatih M. Abdel-Rahman et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Assessment of soil organic carbon at local scale with spiked NIR calibrations: effects of selection and extra-weighting on the spiking subset
- (2014) C. Guerrero et al. EUROPEAN JOURNAL OF SOIL SCIENCE
- Improving the prediction performance of a large tropical vis-NIR spectroscopic soil library from Brazil by clustering into smaller subsets or use of data mining calibration techniques
- (2014) S. R. Araújo et al. EUROPEAN JOURNAL OF SOIL SCIENCE
- Determination of soil properties with visible to near- and mid-infrared spectroscopy: Effects of spectral variable selection
- (2014) M. Vohland et al. GEODERMA
- Development of a national VNIR soil-spectral library for soil classification and prediction of organic matter concentrations
- (2014) Zhou Shi et al. Science China-Earth Sciences
- Potential of Near-Infrared Spectroscopy for Measurement of Heavy Metals in Soil as Affected by Calibration Set Size
- (2014) Mima Todorova et al. WATER AIR AND SOIL POLLUTION
- The Performance of Visible, Near-, and Mid-Infrared Reflectance Spectroscopy for Prediction of Soil Physical, Chemical, and Biological Properties
- (2013) José M. Soriano-Disla et al. APPLIED SPECTROSCOPY REVIEWS
- Which strategy is best to predict soil properties of a local site from a national Vis–NIR database?
- (2013) Fabien Gogé et al. GEODERMA
- Predicting soil properties from the Australian soil visible-near infrared spectroscopic database
- (2012) R. A. Viscarra Rossel et al. EUROPEAN JOURNAL OF SOIL SCIENCE
- Representing major soil variability at regional scale by constrained Latin Hypercube Sampling of remote sensing data
- (2012) V.L. Mulder et al. International Journal of Applied Earth Observation and Geoinformation
- Predicting soil organic carbon and total nitrogen using mid- and near-infrared spectra for Brookston clay loam soil in Southwestern Ontario, Canada
- (2011) H. T. Xie et al. CANADIAN JOURNAL OF SOIL SCIENCE
- Three-dimensional mapping of soil organic matter content using soil type–specific depth functions
- (2011) B. Kempen et al. GEODERMA
- Comparison among principal component, partial least squares and back propagation neural network analyses for accuracy of measurement of selected soil properties with visible and near infrared spectroscopy
- (2010) A.M. Mouazen et al. GEODERMA
- Using data mining to model and interpret soil diffuse reflectance spectra
- (2010) R.A. Viscarra Rossel et al. GEODERMA
- Comparison between predictions of C and N contents in tropical soils using a Vis–NIR spectrometer including a fibre-optic probe versus a NIR spectrometer including a sample transport module
- (2008) Didier Brunet et al. BIOSYSTEMS ENGINEERING
- A bootstrap-based strategy for spectral interval selection in PLS regression
- (2008) Lígia P. Brás et al. JOURNAL OF CHEMOMETRICS
- Near infrared spectroscopy for determination of various physical, chemical and biochemical properties in Mediterranean soils
- (2008) R. Zornoza et al. SOIL BIOLOGY & BIOCHEMISTRY
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