Estimation of Soil Organic Matter in Arid Zones with Coupled Environmental Variables and Spectral Features

Estimation of Soil Organic Matter in Arid Zones with Coupled Environmental Variables and Spectral Features

The soil organic matter (SOM) content is a key factor affecting the function and health of soil ecosystems. For measurements of land reclamation and soil fertility, SOM monitoring using visible and near-infrared spectroscopy (Vis-NIR) is one approach to quantifying soil quality, and Vis-NIR is impor...

Full description

Bibliographic Details
Main Authors:	Zheng Wang, Jianli Ding, Zipeng Zhang
Format:	Article
Language:	English
Published:	MDPI AG 2022-02-01
Series:	Sensors
Subjects:	remote sensing visible and near-infrared spectroscopy soil organic matter environmental variables partial least squares regression
Online Access:	https://www.mdpi.com/1424-8220/22/3/1194

Similar Items

Nitrogen Management Based on Visible/Near Infrared Spectroscopy in Pear Orchards
by: Jie Wang, et al.
Published: (2021-03-01)

Exploring the Potential of Spectral Classification in Estimation of Soil Contaminant Elements
by: Weichao Sun, et al.
Published: (2017-06-01)

Rapid detection of total nitrogen content in soy sauce using NIR spectroscopy
by: Jie XU, et al.
Published: (2015-12-01)

Optimized Prediction of Reducing Sugars and Dry Matter of Potato Frying by FT-NIR Spectroscopy on Peeled Tubers
by: Cédric Camps, et al.
Published: (2019-03-01)

Prediction of the Soil Organic Matter (SOM) Content from Moist Soil Using Synchronous Two-Dimensional Correlation Spectroscopy (2D-COS) Analysis
by: Shifang Wang, et al.
Published: (2020-08-01)

Design and Fabrication of a Real-Time Measurement System for the Capsaicinoid Content of Korean Red Pepper (Capsicum annuum L.) Powder by Visible and Near-Infrared Spectroscopy
by: Jongguk Lim, et al.
Published: (2015-10-01)

Performance Improvement of Partial Least Squares Regression Soluble Solid Content Prediction Model Based on Adjusting Distance between Light Source and Spectral Sensor according to Apple Size
by: Doo-Jin Song, et al.
Published: (2024-01-01)

Non-Destructive Near-Infrared Technology for Efficient Cannabinoid Analysis in Cannabis Inflorescences
by: Hamza Rafiq, et al.
Published: (2024-03-01)

Effect of Combined Non-Wood and Wood Spectra of Biomass Chips on Rapid Prediction of Ultimate Analysis Parameters Using near Infrared Spectroscopy
by: Bijendra Shrestha, et al.
Published: (2024-01-01)

Partial Least Squares Improved Multivariate Adaptive Regression Splines for Visible and Near-Infrared-Based Soil Organic Matter Estimation Considering Spatial Heterogeneity
by: Xiaomi Wang, et al.
Published: (2021-01-01)

Prediction of Peking duck intramuscle fat content by near-infrared spectroscopy
by: Fang-Li Qin, et al.
Published: (2021-08-01)

Feasibility study on the potential of visible and near infrared reflectance spectroscopy to measure alpaca fibre characteristics
by: M. Gishen, et al.
Published: (2007-01-01)

NIR Spectroscopy as an Alternative to Thermogravimetric Analyzer for Biomass Proximate Analysis: Comparison of Chip and Ground Biomass Models
by: Bijendra Shrestha, et al.
Published: (2024-02-01)

Near-Infrared Spectroscopy Modeling of Combustion Characteristics in Chip and Ground Biomass from Fast-Growing Trees and Agricultural Residue
by: Bijendra Shrestha, et al.
Published: (2024-03-01)

Nearest Correlation-Based Input Variable Weighting for Soft-Sensor Design
by: Koichi Fujiwara, et al.
Published: (2018-05-01)

Feasibility study of assessing cotton fiber maturity from near infrared hyperspectral imaging technique
by: Yongliang Liu, et al.
Published: (2023-11-01)

NIR Combined with Linear Regression Algorithm for Rapid Prediction of Dry Matter and Weight in Wheat Grain
by: Yan CHEN, et al.
Published: (2022-02-01)

Near-infrared spectroscopy as a green technology to monitor coffee roasting
by: Krzysztof Wójcicki
Published: (2022-09-01)

Development of Hungarian spectral library: Prediction of soil properties and applications
by: Mohammed Ahmed MohammedZein, et al.
Published: (2023-07-01)

Evaluating limit of detection and quantification for higher heating value and ultimate analysis of fast-growing trees and agricultural residues biomass using NIRS
by: Bijendra Shrestha, et al.
Published: (2023-11-01)

Detection for Different Adulterants of Ziziphi Spinosae Semen Based on Near Infrared Spectroscopy
by: Xin ZHAO, et al.
Published: (2022-11-01)

Estimation of the Multielement Content in Rocks Based on a Combination of Visible–Near-Infrared Reflectance Spectroscopy and Band Index Analysis
by: Guo Jiang, et al.
Published: (2023-07-01)

Predicting Soil Properties and Interpreting Vis-NIR Models from across Continental United States
by: Christopher M. Clingensmith, et al.
Published: (2022-04-01)

Single- and Multiple-Adulterants Determinations of Goat Milk Powder by NIR Spectroscopy Combined with Chemometric Algorithms
by: Xin Zhao, et al.
Published: (2022-03-01)

Construction and Application of Detection Model for Leucine and Tyrosine Content in Golden Tartary Buckwheat Based on Near Infrared Spectroscopy
by: Liwei Zhu, et al.
Published: (2022-10-01)

Determination of the immunoglobulin G precipitation end-point by an intelligent near-infrared spectroscopy system
by: Chen Yu, et al.
Published: (2021-05-01)

Visible-near-infrared absorbance spectroscopy for rapid estimation of leaf nitrogen contents of Philippine rice cultivars
by: Jasper G. Tallada, et al.
Published: (2018-01-01)

Investigating the impact of biomass quality on near-infrared models for switchgrass feedstocks
by: Lindsey M. Kline, et al.
Published: (2015-12-01)

Fast Analysis of Superoxide Dismutase (SOD) Activity in Barley Leaves Using Visible and Near Infrared Spectroscopy
by: Fei Liu, et al.
Published: (2012-08-01)

Comprehensive Assessment of Biomass Properties for Energy Usage Using Near-Infrared Spectroscopy and Spectral Multi-Preprocessing Techniques
by: Bijendra Shrestha, et al.
Published: (2023-07-01)

Identifying camellia oil adulteration with selected vegetable oils by characteristic near-infrared spectral regions
by: Xuan Chu, et al.
Published: (2018-03-01)

Prediction of Soil Organic Carbon in a New Target Area by Near-Infrared Spectroscopy: Comparison of the Effects of Spiking in Different Scale Soil Spectral Libraries
by: Hongyang Li, et al.
Published: (2020-08-01)

Authentication of Sorrento Walnuts by NIR Spectroscopy Coupled with Different Chemometric Classification Strategies
by: Luigi Amendola, et al.
Published: (2020-06-01)

Robust Wavelength Selection Using Filter-Wrapper Method and Input Scaling on Near Infrared Spectral Data
by: Divo Dharma Silalahi, et al.
Published: (2020-09-01)

Rapid Quantitation of Adulterants in Premium Marine Oils by Raman and IR Spectroscopy: A Data Fusion Approach
by: Fatema Ahmmed, et al.
Published: (2022-07-01)

Development and validation of a near-infrared spectroscopy model for the prediction of muscle protein in Chinese native chickens
by: Guoyi Niu, et al.
Published: (2024-04-01)

Rapid monitoring the water extraction process of Radix Paeoniae Alba using near infrared spectroscopy
by: Tian Hu, et al.
Published: (2017-05-01)

A high-throughput quantification of resin and rubber contents in Parthenium argentatum using near-infrared (NIR) spectroscopy
by: Zinan Luo, et al.
Published: (2019-12-01)

Aging Pacific cod (Gadus macrocephalus) from otoliths using Fourier‐transformed near‐infrared spectroscopy
by: Jordan Healy, et al.
Published: (2021-08-01)

Moisture Content Measurement of Broadleaf Litters Using Near-Infrared Spectroscopy Technique
by: Ghiseok Kim, et al.
Published: (2017-11-01)