Reference health
Estimation of soil moisture using decision tree regression
17/17 checkable references clean · checked 2026-07-31
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.
5 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 17 checked references that resolve
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Estimating soil moisture using remote sensing data: A machine learning approach
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Spatial and temporal monitoring of soil moisture using surface electrical resistivity tomography in Mediterranean soils
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CLASSIFICATION AND REGRESSION TREES: A POWERFUL YET SIMPLE TECHNIQUE FOR ECOLOGICAL DATA ANALYSIS
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Modelling of Near-Surface Soil Moisture Using Machine Learning and Multi-Temporal Sentinel 1 Images in New Zealand
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Potential of Estimating Soil Moisture Under Vegetation Cover by Means of PolSAR
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A soil moisture estimation framework based on the CART algorithm and its application in China
resolves10.1016/S0022-1694(01)00336-5
Soil water content measurements at different scales: accuracy of time domain reflectometry and ground-penetrating radar
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Information theoretic evaluation of satellite soil moisture retrievals
resolves10.1016/j.measurement.2019.06.042
Soil type characterization for moisture estimation using machine learning and UWB-Time of Flight measurements
resolves10.3390/w10040423
Soil Moisture Investigation Utilizing Machine Learning Approach Based Experimental Data and Landsat5-TM Images: A Case Study in the Mega City Beijing
resolves10.1016/j.jhydrol.2014.07.065
Catchment scale validation of SMOS and ASCAT soil moisture products using hydrological modeling and temporal stability analysis
resolves10.1109/TyWRRS.2012.6381131
An investigation of different polarimetric decomposition techniques for soil moisture estimation
resolves10.1080/01431161.2018.1430399
An effective implementation and assessment of a random forest classifier as a soil spatial predictive model
resolves10.1109/TGRS.1983.350529
Multifrequency Measurements of the Effects of Soil Moisture, Soil Texture, And Surface Roughness
The 5 references without a DOI — listed, not checked
no DOI — not checkedhttps://www.utm.utoronto.ca/geography/resources/environmental-datasets, 24.01.2019
no DOI — not checkedLoh WY (2011) Classification and regression trees. Wiley Interdiscip Rev: Data Min Knowl Discovery 1(1):14–23
no DOI — not checkedPohn HA, Offield TW, Watson K (1974) Thermal inertia mapping from satellite-discrimination of geologic units in Oman. J Res US Geol Surv 2(2):147–158
no DOI — not checkedPrakash S, Sharma A, Sahu SS (April) Soil moisture prediction using machine learning. In: Second International Conference on Inventive Communication and Computational Technologies, Coimbatore, pp 1–6
no DOI — not checkedZuo ZY, Zhang RH (2008) Spatial and temporal variations of soil moisture in spring in East China. Sci China Earth Sci 38(11):1428–1437
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