Reference health
Prediction of Nano, Fine, and Medium Colloidal Phosphorus in Agricultural Soils with Machine Learning
42/42 checkable references clean · checked 2026-09-02
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.
14 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
resolves10.1016/j.chemosphere.2014.07.029
Long-term manure application effects on phosphorus speciation, kinetics and distribution in highly weathered agricultural soils
resolves10.1016/j.chemosphere.2017.08.117
Phosphorus sorption-desorption and effects of temperature, pH and salinity on phosphorus sorption in marsh soils from coastal wetlands with different flooding conditions
resolves10.1016/j.watres.2014.04.010
Iron colloids reduce the bioavailability of phosphorus to the green alga Raphidocelis subcapitata
resolves10.1016/j.watres.2016.04.060
Iron-rich colloids as carriers of phosphorus in streams: A field-flow fractionation study
resolves10.1016/j.ecolind.2016.07.010
Random Forest model and TRIX used in combination to assess and diagnose the trophic status of Bizerte Lagoon, southern Mediterranean
resolves10.1016/j.ecolind.2018.08.041
Machine learning predictions of trophic status indicators and plankton dynamic in coastal lagoons
resolves10.1002/lno.11656
Drivers and projections of ice phenology in mountain lakes in the western United States
resolves10.1016/j.biortech.2015.12.024
Prediction of biochar yield from cattle manure pyrolysis via least squares support vector machine intelligent approach
resolves10.1016/bs.agron.2020.05.002
Current uncertainties in assessing the colloidal phosphorus loss from soil
resolves10.1016/j.watres.2019.115454
Comparative analysis of surface water quality prediction performance and identification of key water parameters using different machine learning models based on big data
resolves10.1080/19443994.2015.1027964
A random forest approach for predicting the removal of Congo red from aqueous solutions by adsorption onto tin sulfide nanoparticles loaded on activated carbon
resolves10.1016/j.energy.2022.123295
Random forest-based modeling for insights on phosphorus content in hydrochar produced from hydrothermal carbonization of sewage sludge
resolves10.1021/acsestengg.1c00287
Machine Learning Enables Quantification of Multiple Toxicants with Microbial Electrochemical Sensors
resolves10.1016/j.scitotenv.2020.142112
Soil chemical and fertilizer influences on soluble and medium-sized colloidal phosphorus in agricultural soils
resolves10.1002/jeq2.20090
Evidence of colloids as important phosphorus carriers in natural soil and stream waters in an agricultural catchment
resolves10.2134/jeq1995.00472425002400050018x
Phosphorus Leaching from Soils Containing Different Phosphorus Concentrations in the Broadbalk Experiment
resolves10.5194/bg-14-1153-2017
Colloid-bound and dissolved phosphorus species in topsoil water extracts along a grassland transect from Cambisol to Stagnosol
resolves10.1016/j.jare.2019.03.008
A regression-tree multilayer-perceptron hybrid strategy for the prediction of ore crushing-plate lifetimes
resolves10.1016/j.jenvman.2021.114214
Pteris vittata plantation decrease colloidal phosphorus contents by reducing degree of phosphorus saturation in manure amended soils
resolves10.3389/ffgc.2020.577364
Forest Soil Colloids Enhance Delivery of Phosphorus Into a Diffusive Gradient in Thin Films (DGT) Sink
resolves10.1021/acs.est.0c07709
Organic Carbon Linkage with Soil Colloidal Phosphorus at Regional and Field Scales: Insights from Size Fractionation of Fine Particles
resolves10.1007/s11629-019-5705-3
Bioavailable phosphorus distribution in alpine meadow soil is affected by topography in the Tian Shan Mountains
resolves10.1007/s11368-015-1290-4
Release and migration of colloidal phosphorus from a typical agricultural field under long-term phosphorus fertilization in southeastern China
resolves10.1002/jpln.201500119
Phosphorus forms in forest soil colloids as revealed by liquid‐state
<sup>31</sup>
P‐NMR
resolves10.1016/j.scitotenv.2018.03.265
Leaching of natural colloids from forest topsoils and their relevance for phosphorus mobility
resolves10.1016/j.gloplacha.2019.103090
Contrasting depth distribution of colloid-associated phosphorus in the active and abandoned sections of an alluvial fan in a hyper-arid region of the Atacama Desert
resolves10.1016/0098-3004(88)90034-9
A computer program to calculate centrifugation parameters for sedimentation analyses
resolves10.1016/j.geoderma.2013.04.024
Reaction conditions control soil colloid facilitated phosphorus release in agricultural Ultisols
resolves10.1016/j.geoderma.2020.114507
Dissolved and colloidal phosphorus affect P cycling in calcareous forest soils
resolves10.1016/j.geoderma.2021.115348
Reduced colloidal phosphorus loss potential and enhanced phosphorus availability by manure-derived biochar addition to paddy soils
resolves10.1016/j.ecolind.2014.12.028
A comparative assessment of support vector regression, artificial neural networks, and random forests for predicting and mapping soil organic carbon stocks across an Afromontane landscape
resolves10.1016/j.jhazmat.2018.01.026
Occurrence and fate of colloids and colloid-associated metals in a mining-impacted agricultural soil upon prolonged flooding
resolves10.1016/j.jes.2015.08.008
Preliminary investigation of phosphorus adsorption onto two types of iron oxide-organic matter complexes
resolves10.1016/S1002-0160(12)60088-5
Profile Distributions of Dissolved and Colloidal Phosphorus as Affected by Degree of Phosphorus Saturation in Paddy Soil
resolves10.1016/j.ecolind.2021.108082
Combined Generalized Additive model and Random Forest to evaluate the influence of environmental factors on phytoplankton biomass in a large eutrophic lake
resolves10.1007/s11368-010-0331-2
Transport and re-entrainment of soil colloids in saturated packed column: effects of pH and ionic strength
The 14 references without a DOI — listed, not checked
no DOI — not checkedAbiotic stabilization of organic phosphorus in the environment
no DOI — not checkedPhosphorus Binding to Nanoparticles and Colloids in Forest Stream Waters. Vadose Zo
no DOI — not checkedSource identification of phosphorus in the river-lake interconnected system using microbial community fingerprints
no DOI — not checkedGlobal patterns and drivers of soil total phosphorus concentration
no DOI — not checkedNo-till with straw return retains soil total P while reducing loss potential of soil colloidal P in rice-fallow systems
no DOI — not checkedPhosphorus supply pathways and mechanisms in shallow lakes with different regime
no DOI — not checkedPhosphorus spatial distribution and pollution risk assessment in agricultural soil around the Danjiangkou reservoir
no DOI — not checkedClassification and Regression by randomForest
no DOI — not checkedUnderstanding variable importances in Forests of randomized trees
no DOI — not checkedNovel simulation of aqueous total nitrogen and phosphorus concentrations in Taihu Lake with machine learning
no DOI — not checkedref44
no DOI — not checkedref45
no DOI — not checkedMobile colloidal organic carbon: An underestimated carbon pool in global carbon cycles? Front
no DOI — not checkedThe application of machine learning methods for prediction of metal sorption onto biochars
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