Reference health
Estimation of Surface Soil Moisture Using a Structural Equation Model and an Artificial Neural Network (SEM-ANN) Combined Method
42/42 checkable references clean · checked 2026-07-23
Every reference with a DOI in the deposited reference list resolved to a known work in Crossref or DataCite at the dated check, and none carried a retraction, withdrawal, or removal notice.
23 without a DOI — not checked. A reference deposited without a DOI is never matched by title or guessed at; it stays outside the checked set, and this line discloses that.
The 42 checked references that resolve
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Operational performance of current synthetic aperture radar sensors in mapping soil surface characteristics in agricultural environments: application to hydrological and erosion modelling
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Rapid soil fertility prediction using X-ray fluorescence data and machine learning algorithms
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Soil moisture retrieval from MODIS data in Northern China Plain using thermal inertia model
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Spatial variability and its main controlling factors of the permafrost soil-moisture on the northern-slope of Bayan Har Mountains in Qinghai-Tibet Plateau
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A Comparative Assessment of Geostatistical, Machine Learning, and Hybrid Approaches for Mapping Topsoil Organic Carbon Content
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Estimation of Soil Moisture in Vegetation-Covered Floodplains with Sentinel-1 SAR Data Using Support Vector Regression
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Estimating surface soil moisture from SMAP observations using a Neural Network technique
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Combined Sentinel-1A With Sentinel-2A to Estimate Soil Moisture in Farmland
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Soil moisture mapping using Sentinel-1 images: Algorithm and preliminary validation
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Assessing potential of MODIS derived temperature/vegetation condition index (TVDI) to infer soil moisture status
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Soil moisture forecasting by a hybrid machine learning technique: ELM integrated with ensemble empirical mode decomposition
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SEASONAL AND DEPTH VARIATION OF SOIL MOISTURE IN A BURNED OPEN SAVANNA (CAMPO SUJO) IN CENTRAL BRAZIL
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The 23 references without a DOI — listed, not checked
no DOI — not checkedReview of Machine Learning Approaches for Biomass and Soil Moisture Retrievals from Remote Sensing Data
no DOI — not checkedref5
no DOI — not checkedPrediction for Soil Water Content Based on Variable Preferred and Extreme Learning Machine Algorithm
no DOI — not checkedSoil moisture inversion by radar with dual-polarization
no DOI — not checkedEvaluation of SMOS, SMAP, ASCAT and Sentinel-1 Soil Moisture Products at Sites in Southwestern France
no DOI — not checkedLong-Term Effects of Xerophytic Shrub Haloxylon ammodendron Plantations on Soil Properties and Vegetation Dynamics in Northwest China
no DOI — not checkedSpatial distribution characteristics of soil moisture in different types of sand dune in the Mu Us Sandy Land, adjacent to north of Chinese Loess Plateau
no DOI — not checkedref21
no DOI — not checkedSpatial Variability of Soil Moisture in Relation to Land Use Types and Topographic Features on Hillslopes in the Black Soil (Mollisols) Area of Northeast China
no DOI — not checkedSoil Moisture Retrieval in Farmland Areas with Sentinel Multi-Source Data Based on Regression Convolutional Neural Networks
no DOI — not checkedClinical Performance and Its Related Factors in Nursing Students: Structural Equation Model
no DOI — not checkedInvestigation of the Effect of Biological Stabilization Practice on Some Soil Parameters (North East of Iran)
no DOI — not checkedDigital Mapping of Soil Properties Using Multivariate Statistical Analysis and ASTER Data in an Arid Region
no DOI — not checkedUse of the temperature-vegetation dryness index for remote sensing grassland moisture conditions in the vicinity of a lignite open-cast mine
no DOI — not checkedEvaluation of MODIS derived perpendicular drought index for estimation of surface dryness over northwestern China
no DOI — not checkedref46
no DOI — not checkedAnalysis of climate characteristics of land surface temperature and energy in the semi-arid region in the Loess Plateau
no DOI — not checkedImproving the Spatial Prediction of Soil Organic Carbon Content in Two Contrasting Climatic Regions by Stacking Machine Learning Models and Rescanning Covariate Space
no DOI — not checkedEvaluating soil nutrients of Dacrydium pectinatum in China using machine learning techniques
no DOI — not checkedMultilayer Soil Moisture Mapping at a Regional Scale from Multisource Data via a
no DOI — not checkedref62
no DOI — not checkedSuitability of TVDI Used to Monitor Agricultural Drought in Arid Area
no DOI — not checkedSimultaneously estimating surface soil moisture and roughness of bare soils by combining optical and radar data
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