Cargando…

Predicting Soil Salinity with Vis–NIR Spectra after Removing the Effects of Soil Moisture Using External Parameter Orthogonalization

Robust models for predicting soil salinity that use visible and near-infrared (vis–NIR) reflectance spectroscopy are needed to better quantify soil salinity in agricultural fields. Currently available models are not sufficiently robust for variable soil moisture contents. Thus, we used external para...

Descripción completa

Detalles Bibliográficos
Autores principales:	Liu, Ya, Pan, Xianzhang, Wang, Changkun, Li, Yanli, Shi, Rongjie
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2015
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4607364/ https://www.ncbi.nlm.nih.gov/pubmed/26468645 http://dx.doi.org/10.1371/journal.pone.0140688

Ejemplares similares

Combining ancillary soil data with VisNIR spectra to improve predictions of organic and inorganic carbon content of soils
por: Filippi, Patrick, et al.
Publicado: (2018)

Predicting Profile Soil Properties with Reflectance Spectra via Bayesian Covariate-Assisted External Parameter Orthogonalization
por: S. Veum, Kristen, et al.
Publicado: (2018)

Evaluation of Machine Learning Approaches to Predict Soil Organic Matter and pH Using vis-NIR Spectra
por: Yang, Meihua, et al.
Publicado: (2019)

In Situ VIS-NIR Spectroscopy for a Basic and Rapid Soil Investigation
por: Debaene, Guillaume, et al.
Publicado: (2023)

Experimental Investigation of Ground Radiation on Dielectric and Brightness Temperature of Soil Moisture and Soil Salinity
por: Wang, Weizhen, et al.
Publicado: (2020)

Prediction of soil organic carbon in a coal mining area by Vis-NIR spectroscopy
por: Sun, Wenjuan, et al.
Publicado: (2018)

Comparison of Soil Total Nitrogen Content Prediction Models Based on Vis-NIR Spectroscopy
por: Wang, Yueting, et al.
Publicado: (2020)

Comparison of Depth-Specific Prediction of Soil Properties: MIR vs. Vis-NIR Spectroscopy
por: Shi, Zhan, et al.
Publicado: (2023)

Prediction of soil salinity with soil-reflected spectra: A comparison of two regression methods
por: Zhang, Xiaoguang, et al.
Publicado: (2019)

Machine-learning-based quantitative estimation of soil organic carbon content by VIS/NIR spectroscopy
por: Ding, Jianli, et al.
Publicado: (2018)

vis–NIR and XRF Data Fusion and Feature Selection to Estimate Potentially Toxic Elements in Soil
por: Gholizadeh, Asa, et al.
Publicado: (2021)

Evaluation of Optimized Preprocessing and Modeling Algorithms for Prediction of Soil Properties Using VIS-NIR Spectroscopy
por: Vestergaard, Rebecca-Jo, et al.
Publicado: (2021)

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

Quantitative estimation of soil salinity by means of different modeling methods and visible-near infrared (VIS–NIR) spectroscopy, Ebinur Lake Wetland, Northwest China
por: Wang, Jingzhe, et al.
Publicado: (2018)

A Vis/NIR spectra-based approach for identifying bananas infected with Colletotrichum musae
por: Chu, Xuan, et al.
Publicado: (2023)

Quantitative mapping and spectroscopic characterization of particulate organic matter fractions in soil profiles with imaging VisNIR spectroscopy
por: Steffens, Markus, et al.
Publicado: (2021)

Combining Laser-Induced Breakdown Spectroscopy (LIBS) and Visible Near-Infrared Spectroscopy (Vis-NIRS) for Soil Phosphorus Determination
por: Sánchez-Esteva, Sara, et al.
Publicado: (2020)

Combined Use of Vis-NIR and XRF Sensors for Tropical Soil Fertility Analysis: Assessing Different Data Fusion Approaches
por: Tavares, Tiago Rodrigues, et al.
Publicado: (2020)

Analyzing the Quality Parameters of Apples by Spectroscopy from Vis/NIR to NIR Region: A Comprehensive Review
por: Grabska, Justyna, et al.
Publicado: (2023)

Soil quality parameters vis-a-vis growth and yield attributes of sugarcane as influenced by integration of microbial consortium with NPK fertilizers
por: Shukla, S. K., et al.
Publicado: (2020)

Methodological Survey of Simplified TD-DFT Methods for Fast and Accurate Interpretation of UV–Vis–NIR Spectra of Phthalocyanines
por: Martynov, Alexander G., et al.
Publicado: (2019)

Freeze–thaw cycle frequency affects root growth of alpine meadow through changing soil moisture and nutrients
por: Man, Zihao, et al.
Publicado: (2022)

Antarctic Water Tracks: Microbial Community Responses to Variation in Soil Moisture, pH, and Salinity
por: George, Scott F., et al.
Publicado: (2021)

Analysis of the need for soil moisture, salinity and temperature sensing in agriculture: a case study in Poland
por: Gałęzewski, Lech, et al.
Publicado: (2021)

Effects of Subsetting by Parent Materials on Prediction of Soil Organic Matter Content in a Hilly Area Using Vis–NIR Spectroscopy
por: Xu, Shengxiang, et al.
Publicado: (2016)

Estimation of Soil Organic Carbon Using Vis-NIR Spectral Data and Spectral Feature Bands Selection in Southern Xinjiang, China
por: Bai, Zijin, et al.
Publicado: (2022)

Development of a Soil Organic Matter Content Prediction Model Based on Supervised Learning Using Vis-NIR/SWIR Spectroscopy
por: Kim, Min-Jee, et al.
Publicado: (2022)

Vis–NIR Spectroscopy Combined with GAN Data Augmentation for Predicting Soil Nutrients in Degraded Alpine Meadows on the Qinghai–Tibet Plateau
por: Jiang, Chuanli, et al.
Publicado: (2023)

Experimental study of the freeze thaw characteristics of expansive soil slope models with different initial moisture contents
por: Yang, Zhongnian, et al.
Publicado: (2021)

Effects of Soil Temperature and Moisture on Soil Respiration on the Tibetan Plateau
por: Bao, Xiaoying, et al.
Publicado: (2016)

Using solar radiation data in soil moisture diagnostic equation for estimating root-zone soil moisture
por: Omotere, Olumide, et al.
Publicado: (2022)

Predicting Key Agronomic Soil Properties with UV-Vis Fluorescence Measurements Combined with Vis-NIR-SWIR Reflectance Spectroscopy: A Farm-Scale Study in a Mediterranean Viticultural Agroecosystem
por: Vaudour, Emmanuelle, et al.
Publicado: (2018)

Equivariant orthogonal spectra and S-modules
por: Mandell, MA, et al.
Publicado: (2002)

Canada Goldenrod Invasion Regulates the Effects of Soil Moisture on Soil Respiration
por: Xu, Sixuan, et al.
Publicado: (2022)

Extraction of soil solution by drainage centrifugation—effects of centrifugal force and time of centrifugation on soil moisture recovery and solute concentration in soil moisture of loess subsoils
por: Fraters, Dico, et al.
Publicado: (2017)

Predicting the UV–vis spectra of oxazine dyes
por: Fleming, Scott, et al.
Publicado: (2011)

Assessment of a Spatiotemporal Deep Learning Approach for Soil Moisture Prediction and Filling the Gaps in Between Soil Moisture Observations
por: ElSaadani, Mohamed, et al.
Publicado: (2021)

OpenVNT: An Open Platform for VIS-NIR Technology
por: Kulko, Roman-David, et al.
Publicado: (2023)

Laboratory Performance of Five Selected Soil Moisture Sensors Applying Factory and Own Calibration Equations for Two Soil Media of Different Bulk Density and Salinity Levels
por: Matula, Svatopluk, et al.
Publicado: (2016)

Widespread increasing vegetation sensitivity to soil moisture
por: Li, Wantong, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_p22sth0mq2u98s72pl2eefud0o