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Application of Remote-sensing Data and Decision-Tree Analysis to Mapping Salt-Affected Soils over Large Areas

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Outgoing claims: the papers this work cites, builds on, or argues with.

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Geostatistics for Engineers and Earth Scientists
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Modern Applied Statistics with S-Plus
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A soil-adjusted vegetation index (SAVI)
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Spectral band selection for the characterization of salinity status of soils
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Remote sensing of soil salinity: potentials and constraints
inferredcites →https://doi.org/10.1023/a:1009947506264openalex-snapshot
Geostatistical Analyses of Soil Salinity in a Large Field
inferredcites →https://doi.org/10.1080/014311600210362openalex-snapshot
Mapping geological stages of climate-dependent iron and clay weathering alteration on lithologically uniform sedimentary units using Thematic Mapper imagery (Tertiary Duero Basin, Spain)
inferredcites →https://doi.org/10.1080/01431160110040323openalex-snapshot
An assessment of support vector machines for land cover classification
inferredcites →https://doi.org/10.1080/01431160500472062openalex-snapshot
Salinity appraisal using IRS images in Shorapur Taluka, Upper Krishna Irrigation Project, Phase I, Gulbarga District, Karnataka, India
inferredcites →https://doi.org/10.1080/01431168808954835openalex-snapshot
Landsat imagery for mapping saline soils and wet lands in north-west India
inferredcites →https://doi.org/10.1080/01431169308954012openalex-snapshot
Mapping of salt-affected land in Saurashtra coast using Landsat satellite data
inferredcites →https://doi.org/10.1080/01431169608949069openalex-snapshot
Classification trees: an alternative to traditional land cover classifiers
inferredcites →https://doi.org/10.1080/014311698215883openalex-snapshot
Image transforms as a tool for the study of soil salinity and alkalinity dynamics
inferredcites →https://doi.org/10.1080/10106048609354060openalex-snapshot
Principles of geographical information systems for land resources assessment
inferredcites →https://doi.org/10.1080/13658810310001596049openalex-snapshot
Knowledge discovery from soil maps using inductive learning
inferredcites →https://doi.org/10.1080/136588198241888openalex-snapshot
Data mining and soil salinity analysis
inferredcites →https://doi.org/10.1097/00010694-195408000-00012openalex-snapshot
Diagnosis and Improvement of Saline and Alkali Soils
inferredcites →https://doi.org/10.1190/1.1440723openalex-snapshot
Discrimination of hydrothermal altered and unaltered rocks in visible and near infrared multispectral images
inferredcites →https://doi.org/10.2307/1270984openalex-snapshot
Geostatistics for Engineers and Earth Scientists
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Modern Applied Statistics with S-Plus.
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Hierarchical subdivisions of the Columbia Plateau and Blue Mountains ecoregions, Oregon and Washington.
inferredcites →https://doi.org/10.3133/ofr200367openalex-snapshot
Spatial digital database for the geologic map of Oregon

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Fiber-Bragg-Grating-Based Sensor System to Measure Battery State of Charge Based on a Machine Learning Model
inferred← citeshttps://doi.org/10.3390/ijgi8110511openalex-snapshot
Using Landsat OLI and Random Forest to Assess Grassland Degradation with Aboveground Net Primary Production and Electrical Conductivity Data
inferred← citeshttps://doi.org/10.3390/land11071041openalex-snapshot
Quantitative Estimation of Saline-Soil Amelioration Using Remote-Sensing Indices in Arid Land for Better Management
inferred← citeshttps://doi.org/10.3390/land12081516openalex-snapshot
Indirect Prediction of Salt Affected Soil Indicator Properties through Habitat Types of a Natural Saline Grassland Using Unmanned Aerial Vehicle Imagery
inferred← citeshttps://doi.org/10.3390/rs11202351openalex-snapshot
Earthquake-Induced Landslide Mapping for the 2018 Hokkaido Eastern Iburi Earthquake Using PALSAR-2 Data
inferred← citeshttps://doi.org/10.3390/rs14112599openalex-snapshot
Detecting and Mapping Salt-Affected Soil with Arid Integrated Indices in Feature Space Using Multi-Temporal Landsat Imagery
inferred← citeshttps://doi.org/10.3390/rs15040918openalex-snapshot
Calibration of the ESA CCI-Combined Soil Moisture Products on the Qinghai-Tibet Plateau
inferred← citeshttps://doi.org/10.3390/rs15071751openalex-snapshot
Integrating Active and Passive Remote Sensing Data for Mapping Soil Salinity Using Machine Learning and Feature Selection Approaches in Arid Regions
inferred← citeshttps://doi.org/10.3390/rs15102540openalex-snapshot
Challenges and Opportunities in Remote Sensing for Soil Salinization Mapping and Monitoring: A Review
inferred← citeshttps://doi.org/10.3390/rs18142345openalex-snapshot
Remote Sensing of Coastal Saline-Alkali Land in China: Progress in Identification, Ecological Restoration, and Sustainable Management
inferred← citeshttps://doi.org/10.3390/rs6021137openalex-snapshot
Mapping and Modelling Spatial Variation in Soil Salinity in the Al Hassa Oasis Based on Remote Sensing Indicators and Regression Techniques
inferred← citeshttps://doi.org/10.3390/rs6065019openalex-snapshot
Object-Based Image Classification of Summer Crops with Machine Learning Methods
inferred← citeshttps://doi.org/10.3390/rs61010131openalex-snapshot
Non-Vegetated Playa Morphodynamics Using Multi-Temporal Landsat Imagery in a Semi-Arid Endorheic Basin: Salar de Uyuni, Bolivia
inferred← citeshttps://doi.org/10.3390/rs61110813openalex-snapshot
Modeling and Mapping of Soil Salinity with Reflectance Spectroscopy and Landsat Data Using Two Quantitative Methods (PLSR and MARS)
inferred← citeshttps://doi.org/10.3390/rs70100488openalex-snapshot
Soil Salinity Retrieval from Advanced Multi-Spectral Sensor with Partial Least Square Regression
inferred← citeshttps://doi.org/10.3390/rs70201181openalex-snapshot
Digital Mapping of Soil Properties Using Multivariate Statistical Analysis and ASTER Data in an Arid Region
inferred← citeshttps://doi.org/10.3390/rs70708803openalex-snapshot
Monitoring Soil Salinization in Keriya River Basin, Northwestern China Using Passive Reflective and Active Microwave Remote Sensing Data
inferred← citeshttps://doi.org/10.3390/s120810639openalex-snapshot
Hyperspectral Analysis of Soil Nitrogen, Carbon, Carbonate, and Organic Matter Using Regression Trees
inferred← citeshttps://doi.org/10.3390/s16030336openalex-snapshot
Quaternion-Based Signal Analysis for Motor Imagery Classification from Electroencephalographic Signals
inferred← citeshttps://doi.org/10.3390/s22197226openalex-snapshot
An Efficient Approach for Inverting the Soil Salinity in Keriya Oasis, Northwestern China, Based on the Optical-Radar Feature-Space Model
inferred← citeshttps://doi.org/10.3390/s23157003openalex-snapshot
Characterizing Soil Profile Salinization in Cotton Fields Using Landsat 8 Time-Series Data in Southern Xinjiang, China
inferred← citeshttps://doi.org/10.3390/su16146200openalex-snapshot
Complementarity of Sentinel-1 and Sentinel-2 Data for Soil Salinity Monitoring to Support Sustainable Agriculture Practices in the Central Bolivian Altiplano
inferred← citeshttps://doi.org/10.3390/w14091438openalex-snapshot
Monitoring and Mapping of Soil Salinity on the Exposed Seabed of the Aral Sea, Central Asia
inferred← citeshttps://doi.org/10.35595/2414-9179-2020-3-26openalex-snapshot
inferred← citeshttps://doi.org/10.35595/2414-9179-2020-3-26-324-333openalex-snapshot
The soil-adjusted vegetation index for soil salinity assessment in Uzbekistan
inferred← citeshttps://doi.org/10.36335/vnjhm.2023(745).42-50openalex-snapshot
Nghiên cứu đánh giá hiện trạng xâm nhập mặn dựa trên ảnh vệ tinh Sentinel 2 khu vực tỉnh Quảng Trị
inferred← citeshttps://doi.org/10.4018/978-1-5225-7784-3.ch010openalex-snapshot
Developing Logistic Regression Models to Identify Salt-Affected Soils Using Optical Remote Sensing
inferred← citeshttps://doi.org/10.4206/agrosur.2016.v44n2-02openalex-snapshot
Modelo de Árbol de Decisión: una herramienta para el manejo de la pradera
inferred← citeshttps://doi.org/10.4236/ars.2013.24040openalex-snapshot
Soil Salinity Mapping and Monitoring in Arid and Semi-Arid Regions Using Remote Sensing Technology: A Review
inferred← citeshttps://doi.org/10.5194/isprs-annals-v-3-2021-257-2021openalex-snapshot
A COMPARISON OF MACHINE LEARNING MODELS FOR SOIL SALINITY ESTIMATION USING MULTI-SPECTRAL EARTH OBSERVATION DATA
inferred← citeshttps://doi.org/10.53550/eec.2022.v28i03.016openalex-snapshot
African Elephant (Loxodonta africana) Impact on Selected Tree Species and Assessment of PiosphereGradients in Venetia-limpopo Nature Reserve
inferred← citeshttps://doi.org/10.55959/msu0137-0944-17-2024-79-4-170-183openalex-snapshot
Digital mapping of soil salinity in the southern steppe zone of Russia based on artificial neural networks and linear regression
inferred← citeshttps://doi.org/10.61308/mw693r63openalex-snapshot
The role of geospatial techniques on the evaluation of soil salinity – worldwide review
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.