Soil Mapping of Small Fields with Limited Number of Samples by Coupling EMI and NIR Spectroscopy

Soil Mapping of Small Fields with Limited Number of Samples by Coupling EMI and NIR Spectroscopy

Precision agriculture relies on highly detailed soil maps to optimize resource use. Proximal sensing methods, such as EMI, require a certain number of soil samples and laboratory analysis to interpolate the characteristics of the soil. NIR diffuse reflectance spectroscopy offers a rapid, low-cost al...

Full description

Saved in:

Bibliographic Details
Main Authors:	Leonardo Pace, Simone Priori, Monica Zanini, Valerio Cristofori
Format:	Article
Language:	English
Published:	MDPI AG 2024-12-01
Series:	Soil Systems
Subjects:	precision agriculture digital soil mapping electrical conductivity spectroscopy soil monitoring
Online Access:	https://www.mdpi.com/2571-8789/8/4/128
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Soil Reflectance Composite for Digital Soil Mapping in a Mediterranean Cropland District
by: Monica Zanini, et al.
Published: (2024-12-01)

Dataset of near-infrared (NIR) spectral data for prediction of organic matter and total carbon in agricultural soil using homemade NIR spectrometerMendeley Data
by: Natchanon Santasup, et al.
Published: (2025-08-01)

The manifestation of VIS-NIRS spectroscopy data to predict and mapping soil texture in the Triffa plain (Morocco)
by: Ayoub Lazaar, et al.
Published: (2020-12-01)

Soil total nitrogen inversion and interpretability analysis using vis-NIR spectroscopy and transfer learning
by: Ping He, et al.
Published: (2025-08-01)

Precision application of combined manure, compost and nitrogen fertilizer in potato cultivation using online vis-NIR and remote sensing data fusion
by: Muhammad Qaswar, et al.
Published: (2025-12-01)

Spatial Estimation of Soil Organic Matter and Total Nitrogen by Fusing Field Vis–NIR Spectroscopy and Multispectral Remote Sensing Data
by: Dongyun Xu, et al.
Published: (2025-02-01)

Application of FTIR and NIR Spectroscopy Coupled with Chemometrics for Determination of Monosodium Glutamate Level in Balado Seasoning
by: Lestyo Wulandari, et al.
Published: (2025-06-01)

Exploring laboratory-based spectroscopy for estimating NPK content in the hutton soils of Syferkuil Farmlands, South Africa
by: Frederick Mokibelo Mashao, et al.
Published: (2024-01-01)

Efficiency and quality of soil sampling according to a sampling tool
by: João V. M. Nicoletti, et al.
Published: (2023-03-01)

IoT-Enabled Soil Moisture and Conductivity Monitoring Under Controlled and Field Fertigation Systems
by: Soni Kumari, et al.
Published: (2025-07-01)

Soil Sensor Use in Delimiting Management Zones for Sowing Maize in No-Till
by: Eduardo Leonel Bottega, et al.
Published: (2024-11-01)

Assessment of Melon Fruit Nutritional Composition Using VIS/NIR/SWIR Spectroscopy Coupled with Chemometrics
by: Dimitrios S. Kasampalis, et al.
Published: (2025-06-01)

Utilization of the mid-infrared spectroscopy in a county-scale soil survey: The case of Pest County, Hungary
by: Mohammed Ahmed MohammedZein, et al.
Published: (2025-12-01)

Developing a near-infrared spectroscopy calibration algorithm for soil organic carbon content in South Africa
by: Willie Herman Cloete, et al.
Published: (2025-06-01)

Top soil layer equi-electrical conductivity and pollution with salts mapping for a region located within Baghdad city
by: Baghdad Science Journal
Published: (2011-06-01)

Precision soil sampling strategy for the delineation of management zones in olive cultivation using unsupervised machine learning methods
by: John-Nick Bougiouklis, et al.
Published: (2025-03-01)

Using MIR and XRF spectroscopy to develop a heavy metal leaching potential model in Irish top soils
by: Rebecca L. Hall, et al.
Published: (2024-12-01)

Navigating the challenges of spectral soil sensing: Key solutions for success
by: Amin Sharififar, et al.
Published: (2025-07-01)

Influence of mulches on soil moisture and water infiltration in the tomato crop
by: Imerina TANKEUOO KOPA, et al.
Published: (2023-12-01)

Mechanized harvesting of a Pinus taeda L. forest does not impair the physical properties of a Nitossolo Bruno
by: Jadiel Andognini, et al.
Published: (2025-02-01)

Advances in the Detection and Identification of Bacterial Biofilms Through NIR Spectroscopy
by: Cristina Allende-Prieto, et al.
Published: (2025-03-01)

Exploring the relationship between saturated hydraulic conductivity and roots distribution: two case studies in Garfagnana (Northern Tuscany, Italy) and Zollikofen (Bern, Switzerland)
by: Lorenzo Marzini, et al.
Published: (2025-08-01)

Near-Infrared Spectroscopy (NIRS) Monitoring in Pediatric Shock, and The Effect of Fluid Resuscitation on Multisite NIRS Values
by: Burcu Aygün, et al.
Published: (2024-09-01)

Tracking soil moisture dynamics with Vis-NIR spectroscopy during laboratory bare-soil evaporation
by: Serra L. Kühn, et al.
Published: (2025-07-01)

Hierarchical Stratification for Spatial Sampling and Digital Mapping of Soil Attributes
by: Derlei D. Melo, et al.
Published: (2025-01-01)

Assessment of Pedotransfer Functions for Saturated Hydraulic Conductivity of Anatolian Soils
by: Gülay Karahan
Published: (2020-06-01)

Spatial variability of vegetation index and soil properties in an integrated crop-livestock system
by: Alberto C. de C. Bernardi, et al.

Spatiotemporal Distribution of Soil Thermal Conductivity in Chinese Loess Plateau
by: Yan Xu, et al.
Published: (2024-11-01)

Practical insights for ECa-based soil mapping: Case studies in croplands and vineyards
by: Camilla De Feudis, et al.
Published: (2025-03-01)

A Step Forward in Hybrid Soil Laboratory Analysis: Merging Chemometric Corrections, Protocols and Data-Driven Methods
by: Bruno dos Anjos Bartsch, et al.
Published: (2024-12-01)

Using near-infrared spectroscopy to estimate soil water retention curves with the van Genuchten model
by: Youssef Fouad, et al.
Published: (2025-02-01)

Comparative analysis of soil thermal conductivity in the permafrost regions of the Qinghai–Tibetan Plateau and the Arctic
by: Wenhao Liu, et al.
Published: (2025-08-01)

Digital mapping of soil electrical conductivity for paddy field
by: The Anh Anh, et al.
Published: (2025-03-01)

Digital mapping of soil electrical conductivity for paddy field
by: The Anh Anh, et al.
Published: (2025-03-01)

Soil moisture retention and mass movement of volcanic soils from the “Sabinas” sector in Caldas, Colombia
by: William Chavarriaga Montoya, et al.
Published: (2017-10-01)

Positive Effect of Camelina Intercropping with Legumes on Soil Microbial Diversity by Applying NGS Analysis and Mobile Fluorescence Spectroscopy
by: Marina Marcheva, et al.
Published: (2024-10-01)

MODELING THE DYNAMICS OF SPECIES NUMBERS IN COLLEMBOLA COMMUNITIES
by: V. G. Soukhovolsky, et al.
Published: (2025-06-01)

NIR Spectroscopy with Application of Chemometric Algorithms in Forensic Wood Analysis
by: A. N. Khokh, et al.
Published: (2022-10-01)

Mapping of soil sampling sites using terrain and hydrological attributes
by: Tan-Hanh Pham, et al.
Published: (2025-09-01)

Predictive Modeling of Lignocellulosic Content in Crop Straws Using NIR Spectroscopy
by: Yifan Zhao, et al.
Published: (2025-05-01)