相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。On LASSO for predictive regression
Ji Hyung Lee et al.
JOURNAL OF ECONOMETRICS (2022)
Direct prediction of site-specific lime requirement of arable fields using the base neutralizing capacity and a multi-sensor platform for on-the-go soil mapping
Sebastian Vogel et al.
PRECISION AGRICULTURE (2022)
Spectral data of tropical soils using dry-chemistry techniques (VNIR, XRF, and LIBS): A dataset for soil fertility prediction
Tiago Rodrigues Tavares et al.
DATA IN BRIEF (2022)
Combined Use of Vis-NIR and XRF Sensors for Tropical Soil Fertility Analysis: Assessing Different Data Fusion Approaches
Tiago Rodrigues Tavares et al.
SENSORS (2021)
A combined data mining approach for on-line prediction of key soil quality indicators by Vis-NIR spectroscopy
Muhammad Abdul Munnaf et al.
SOIL & TILLAGE RESEARCH (2021)
Fusion of Vis-NIR and XRF spectra for estimation of key soil attributes
S. Hamed Javadi et al.
GEODERMA (2021)
Chemometric pre-processing can negatively affect the performance of near-infrared spectroscopy models for fruit quality prediction
Puneet Mishra et al.
TALANTA (2021)
On Robustness of Principal Component Regression
Anish Agarwal et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2021)
Multi-sensors data fusion approach for site-specific seeding of consumption and seed potato production
Muhammad Abdul Munnaf et al.
PRECISION AGRICULTURE (2021)
Multi-Sensor Approach for Tropical Soil Fertility Analysis: Comparison of Individual and Combined Performance of VNIR, XRF, and LIBS Spectroscopies
Tiago Rodrigues Tavares et al.
AGRONOMY-BASEL (2021)
Guidelines for precise lime management based on high-resolution soil pH, texture and SOM maps generated from proximal soil sensing data
Eric Boenecke et al.
PRECISION AGRICULTURE (2021)
A systematic literature review on machine learning applications for sustainable agriculture supply chain performance
Rohit Sharma et al.
COMPUTERS & OPERATIONS RESEARCH (2020)
Effect of X-Ray Tube Configuration on Measurement of Key Soil Fertility Attributes with XRF
Tiago Rodrigues Tavares et al.
REMOTE SENSING (2020)
Estimation of total nitrogen and organic carbon contents in mine soils with NIR reflectance spectroscopy and various chemometric methods
Anna Pudelko et al.
GEODERMA (2020)
Soil texture prediction using portable X-ray fluorescence spectrometry and visible near-infrared diffuse reflectance spectroscopy
Lucas Benedet et al.
GEODERMA (2020)
Can spectral analyses improve measurement of key soil fertility parameters with X-ray fluorescence spectrometry?
Said Nawar et al.
GEODERMA (2019)
SENSOR SYSTEMS FOR MAPPING SOIL FERTILITY ATTRIBUTES: CHALLENGES, ADVANCES, AND PERSPECTIVES IN BRAZILIAN TROPICAL SOILS
Jose Paulo Molin et al.
ENGENHARIA AGRICOLA (2019)
Estimation of Secondary Soil Properties by Fusion of Laboratory and On-Line Measured Vis-NIR Spectra
Muhammad Abdul Munnaf et al.
REMOTE SENSING (2019)
Near infrared spectroscopy: A mature analytical technique with new perspectives - A review
Celio Pasquini
ANALYTICA CHIMICA ACTA (2018)
Effects of external factors on soil reflectance measured on-the-go and assessment of potential spectral correction through orthogonalisation and standardisation procedures
M. H. D. Franceschini et al.
SOIL & TILLAGE RESEARCH (2018)
Comparing vis-NIRS, LIBS, and Combined vis-NIRS-LIBS for Intact Soil Core Soil Carbon Measurement
Ross S. Bricklemyer et al.
SOIL SCIENCE SOCIETY OF AMERICA JOURNAL (2018)
Modelling Diverse Soil Attributes with Visible to Longwave Infrared Spectroscopy Using PLSR Employed by an Automatic Modelling Engine
Veronika Kopackova et al.
REMOTE SENSING (2017)
Moisture insensitive prediction of soil properties from VNIR reflectance spectra based on external parameter orthogonalization
Nuwan K. Wijewardane et al.
GEODERMA (2016)
On-line visible and near infrared spectroscopy for in-field phosphorous management
Abdul M. Mouazen et al.
SOIL & TILLAGE RESEARCH (2016)
Modelling soil carbon fractions with visible near-infrared (VNIR) and mid-infrared (MIR) spectroscopy
N. M. Knox et al.
GEODERMA (2015)
Synthesized use of VisNIR DRS and PXRF for soil characterization: Total carbon and total nitrogen
Dandan Wang et al.
GEODERMA (2015)
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
Boyan Kuang et al.
SOIL & TILLAGE RESEARCH (2015)
Potential of VIS-NIR-SWIR Spectroscopy from the Chinese Soil Spectral Library for Assessment of Nitrogen Fertilization Rates in the Paddy-Rice Region, China
Shuo Li et al.
REMOTE SENSING (2015)
Regression shrinkage and selection via the lasso: a retrospective
Robert Tibshirani
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2011)
Near-infrared (NIR) and mid-infrared (MIR) spectroscopic techniques for assessing the amount of carbon stock in soils - Critical review and research perspectives
Veronique Bellon-Maurel et al.
SOIL BIOLOGY & BIOCHEMISTRY (2011)
Using data mining to model and interpret soil diffuse reflectance spectra
R. A. Viscarra Rossel et al.
GEODERMA (2010)
Building Predictive Models in R Using the caret Package
Max Kuhn
JOURNAL OF STATISTICAL SOFTWARE (2008)
Field portable XRF analysis of environmental samples
DJ Kalnicky et al.
JOURNAL OF HAZARDOUS MATERIALS (2001)
Near-infrared reflectance spectroscopy-principal components regression analyses of soil properties
CW Chang et al.
SOIL SCIENCE SOCIETY OF AMERICA JOURNAL (2001)