Geoderma

Article	Citations
Digital mapping of GlobalSoilMap soil properties at a broad scale: A review	219
Long-term organic fertilizer substitution increases rice yield by improving soil properties and regulating soil bacteria	205
Cover cropping enhances soil microbial biomass and affects microbial community structure: A meta-analysis	126
Soil organic matter in major pedogenic soil groups	114
Adsorption of phosphate and cadmium on iron (oxyhydr)oxides: A comparative study on ferrihydrite, goethite, and hematite	113
Microbially induced carbonate precipitation for wind erosion control of desert soil: Field-scale tests	106
Comparing carbon and nitrogen stocks in paddy and upland soils: Accumulation, stabilization mechanisms, and environmental drivers	101
Revisiting tropical peatlands in Indonesia: Semi-detailed mapping, extent and depth distribution assessment	97
Combination of Convolutional Neural Networks and Recurrent Neural Networks for predicting soil properties using Vis–NIR spectroscopy	84
Alkaline phosphatase activity mediates soil organic phosphorus mineralization in a subalpine forest ecosystem	82
Effects of commonly used nitrification inhibitors—dicyandiamide (DCD), 3,4-dimethylpyrazole phosphate (DMPP), and nitrapyrin—on soil nitrogen dynamics and nitrifiers in three typical paddy soils	79
Pyrolysis temperature affects pore characteristics of rice straw and canola stalk biochars and biochar-amended soils	79
Metagenomics reveals divergent functional profiles of soil carbon and nitrogen cycling under long-term addition of chemical and organic fertilizers in the black soil region	76
Mapping soil organic carbon stock by hyperspectral and time-series multispectral remote sensing images in low-relief agricultural areas	76
Improving the spatial prediction of soil salinity in arid regions using wavelet transformation and support vector regression models	76
The ecosystem services of urban soils: A review	76
Evaluation of reanalysis soil temperature and soil moisture products in permafrost regions on the Qinghai-Tibetan Plateau	73
Assembly processes of abundant and rare microbial communities in orchard soil under a cover crop at different periods	73
An attention-aware LSTM model for soil moisture and soil temperature prediction	72
Soil microbial community and network changes after long-term use of plastic mulch and nitrogen fertilization on semiarid farmland	71
An investigation into the relationship between saturated permeability and microstructure of remolded loess: A case study from Chinese Loess Plateau	70
The stronger impact of inorganic nitrogen fertilization on soil bacterial community than organic fertilization in short-term condition	69
Photosynthetic limits on carbon sequestration in croplands	67
Soil properties: Their prediction and feature extraction from the LUCAS spectral library using deep convolutional neural networks	67
Soil carbonates: The unaccounted, irrecoverable carbon source	66

Enhancing the accuracy of machine learning models using the super learner technique in digital soil mapping	66
Dual nature of soil structure: The unity of aggregates and pores	64
Assessing agricultural salt-affected land using digital soil mapping and hybridized random forests	63
Strategies for the efficient estimation of soil organic matter in salt-affected soils through Vis-NIR spectroscopy: Optimal band combination algorithm and spectral degradation	62
Decreasing microbial phosphorus limitation increases soil carbon release	62
Temporal dynamics of litter quality, soil properties and microbial strategies as main drivers of the priming effect	61
Response of soil labile organic carbon fractions and carbon-cycle enzyme activities to vegetation degradation in a wet meadow on the Qinghai–Tibet Plateau	59
Immobilization of Pb and Cu by organic and inorganic amendments in contaminated soil	59
Differential responses of soil bacteria and fungi to altered precipitation in a meadow steppe	59
Large scale mapping of soil organic carbon concentration with 3D machine learning and satellite observations	58
A review and evaluation of 39 thermal conductivity models for frozen soils	58
Global meta-analysis suggests that no-tillage favourably changes soil structure and porosity	57
Organic-C quality as a key driver of microbial nitrogen immobilization in soil: A meta-analysis	57
Prediction of various soil properties for a national spatial dataset of Scottish soils based on four different chemometric approaches: A comparison of near infrared and mid-infrared spectroscopy	56
Four years of continuous use of soil-biodegradable plastic mulch: impact on soil and groundwater quality	56
Use of multiple LIDAR-derived digital terrain indices and machine learning for high-resolution national-scale soil moisture mapping of the Swedish forest landscape	55
Effects of plant diversity and soil properties on soil fungal community structure with secondary succession in the Pinus yunnanensis forest	53
Hydroxyapatite nanorods, hydrochar, biochar, and zeolite for controlled-release urea fertilizers	53
Quantitative assessment of soil quality indices for urban croplands in a calcareous semi-arid ecosystem	53
Rhizosphere priming regulates soil organic carbon and nitrogen mineralization: The significance of abiotic mechanisms	53
Semi-supervised DNN regression on airborne hyperspectral imagery for improved spatial soil properties prediction	52
Fusion of Vis-NIR and XRF spectra for estimation of key soil attributes	50
Effects of plastic and straw mulching on soil microbial P limitations in maize fields: Dependency on soil organic carbon demonstrated by ecoenzymatic stoichiometry	49
Strength and durability of biocemented sands: Wetting-drying cycles, ageing effects, and liquefaction resistance	49
Crop yield-soil quality balance in double cropping in China’s upland by organic amendments: A meta-analysis	48
Towards moss biocrust effects on surface soil water holding capacity: Soil water retention curve analysis and modeling	48
Coexistence between antibiotic resistance genes and metal resistance genes in manure-fertilized soils	48
Legacy data-based national-scale digital mapping of key soil properties in India	48
Transferability between soil organic matter measurement methods for database harmonization	48
Does biochar application alleviate soil compaction? Review and data synthesis	47
Multi-algorithm comparison to predict soil organic matter and soil moisture content from cell phone images	47
Contribution of root decay process on soil infiltration capacity and soil water replenishment of planted forestland in semi-arid regions	47
Assessing toxic metal chromium in the soil in coal mining areas via proximal sensing: Prerequisites for land rehabilitation and sustainable development	46
Threshold effects of vegetation coverage on runoff and soil loss in the Loess Plateau of China: A meta-analysis	46
Predicting soil properties in 3D: Should depth be a covariate?	46
Modelling and mapping soil organic carbon stocks under future climate change in south-eastern Australia	46
Deep soil moisture limits the sustainable vegetation restoration in arid and semi-arid Loess Plateau	46
Revealing the scale- and location-specific controlling factors of soil organic carbon in Tibet	45
Ten challenges for the future of pedometrics	45
Effect of rainfall intensity and duration on soil erosion on slopes with different microrelief patterns	45
Synergy of saprotrophs with mycorrhiza for litter decomposition and hotspot formation depends on nutrient availability in the rhizosphere	45
Declines in soil carbon storage under no tillage can be alleviated in the long run	43
A few key nirK- and nosZ-denitrifier taxa play a dominant role in moisture-enhanced N2O emissions in acidic paddy soil	43
Soil pore network response to freeze-thaw cycles in permafrost aggregates	43
Determining prone areas to gully erosion and the impact of land use change on it by using multiple-criteria decision-making algorithm in arid and semi-arid regions	42
Estimation of soil organic matter content using selected spectral subset of hyperspectral data	42
Evaluating validation strategies on the performance of soil property prediction from regional to continental spectral data	42
Crop straw incorporation mediates the impacts of soil aggregate size on greenhouse gas emissions	42
Soil microbial community composition and function are closely associated with soil organic matter chemistry along a latitudinal gradient	42
Application of residue, inorganic fertilizer and lime affect phosphorus solubilizing microorganisms and microbial biomass under different tillage and cropping systems in a Ferralsol	41

Soil-based, field-specific fertilizer recommendations are a pipe-dream	41
Aluminum mobilization as influenced by soil organic matter during soil and mineral acidification: A constant pH study	41
Characterizing uncertainty in process-based hydraulic modeling, exemplified in a semiarid Inner Mongolia steppe	41
Soil organic carbon saturation in cropland-grassland systems: Storage potential and soil quality	41
Litter quality, mycorrhizal association, and soil properties regulate effects of tree species on the soil fauna community	41
A regional-scale hyperspectral prediction model of soil organic carbon considering geomorphic features	40
Estimating soil organic carbon stock change at multiple scales using machine learning and multivariate geostatistics	40
Soil saturated hydraulic conductivity of typical revegetated plants on steep gully slopes of Chinese Loess Plateau	39
Effects of dynamic factors of erosion on soil nitrogen and phosphorus loss under freeze-thaw conditions	39
Linking soil nutrient cycling and microbial community with vegetation cover in riparian zone	39
Negative impacts of excessive nitrogen fertilization on the abundance and diversity of diazotrophs in black soil under maize monocropping	39
Disentangling the effects of OM quality and soil texture on microbially mediated structure formation in artificial model soils	39
Rhizosphere effects on soil organic carbon processes in terrestrial ecosystems: A meta-analysis	39
Going submicron in the precise analysis of soil structure: A FIB-SEM imaging study at nanoscale	39
Transformation of litter carbon to stable soil organic matter is facilitated by ungulate trampling	38
Iron-bound organic carbon and their determinants in peatlands of China	38
Biochar application driven change in soil internal forces improves aggregate stability: Based on a two-year field study	38
The impact of biochar on the activities of soil nutrients acquisition enzymes is potentially controlled by the pyrolysis temperature: A meta-analysis	38
Linking rocky desertification to soil erosion by investigating changes in soil magnetic susceptibility profiles on karst slopes	38
Temporal variation in soil erodibility indices for five typical land use types on the Loess Plateau of China	37
Soil aggregate microstructure and microbial community structure mediate soil organic carbon accumulation: Evidence from one-year field experiment	37
Evaluation of aggregate stability methods for soil health	37
Enzymatic C:N:P stoichiometry: Questionable assumptions and inconsistencies to infer soil microbial nutrient limitation	37
Compaction induced soil structural degradation affects productivity and environmental outcomes: A review and New Zealand case study	37
Initial soil aggregate formation and stabilisation in soils developed from calcareous loess	37
High resolution middle eastern soil attributes mapping via open data and cloud computing	36
Enzymatic activity and functional diversity of soil microorganisms along the soil profile – A matter of soil depth and soil-forming processes	36
Ammonia-oxidizing bacteria play an important role in nitrification of acidic soils: A meta-analysis	36
Relationships between soil biodiversity and multifunctionality in croplands depend on salinity and organic matter	36
Deep learning-based national scale soil organic carbon mapping with Sentinel-3 data	36
Soil loss on the arable lands of the forest-steppe and steppe zones of European Russia and Siberia during the period of intensive agriculture	36
Climate warming masks the negative effect of microplastics on plant-soil health in a silt loam soil	36
Soil and vegetation carbon stocks after land-use changes in a seasonally dry tropical forest	36
Release of essential plant nutrients from manure- and wood-based biochars	35
Moss-dominated biocrusts enhance water vapor sorption capacity of surface soil and increase non-rainfall water deposition in drylands	35
A self-training semi-supervised machine learning method for predictive mapping of soil classes with limited sample data	35
Influence of corn residue biochar on water retention and penetration resistance in a calcareous sandy loam soil	35
Performance of linear mixed models and random forests for spatial prediction of soil pH	35
Enzymatic stoichiometry reveals phosphorus limitation-induced changes in the soil bacterial communities and element cycling: Evidence from a long-term field experiment	35
Influences of litter diversity and soil moisture on soil microbial communities in decomposing mixed litter of alpine steppe species	35
Disentangling the effects of edaphic and vegetational properties on soil aggregate stability in riparian zones along a gradient of flooding stress	35
Valid inferences about soil carbon in heterogeneous landscapes	35
Conversion equations between Olsen-P and other methods used to assess plant available soil phosphorus in Europe – A review	34
Quantification of soil organic carbon at regional scale: Benefits of fusing vis-NIR and MIR diffuse reflectance data are greater for in situ than for laboratory-based modelling approaches	34
Erosion effects on soil carbon and nitrogen dynamics on cultivated slopes: A meta-analysis	34
Cyanobacterial biocrust induction: A comprehensive review on a soil rehabilitation-effective biotechnology	34
Soil acidification and factors controlling topsoil pH shift of cropland in central China from 2008 to 2018	34
Projecting the urbanization effect on soil organic carbon stocks in polar and steppe areas of European Russia by remote sensing	33
Microbial habitat specificity largely affects microbial co-occurrence patterns and functional profiles in wetland soils	33
Evolution of rock cover, surface roughness, and its effect on soil erosion under simulated rainfall	33
Responses of aggregates and associated soil available phosphorus, and soil organic matter in different slope aspects, to seasonal freeze–thaw cycles in Northeast China	33
X-ray micro-computed tomography characterized soil pore network as influenced by long-term application of manure and fertilizer	33
To spike or to localize? Strategies to improve the prediction of local soil properties using regional spectral library	33
Assessing changes in soil carbon stocks after land use conversion from forest land to agricultural land in Japan	33
Assessing the accumulation efficiency of various microbial carbon components in soils of different minerals	33
Effects of cement addition on arsenic leaching from soils excavated from projects employing shield-tunneling method	33
Response of organic acid-mobilized heavy metals in soils to biochar application	33
Land use conversion and lithology impacts soil aggregate stability in subtropical China	33
Decreased inorganic N supply capacity and turnover in calcareous soil under degraded rubber plantation in the tropical karst region	33
The effectiveness of digital soil mapping with temporal variables in modeling soil organic carbon changes	32
Contribution of different proton sources to the acidification of red soil with maize cropping in subtropical China	32
Soil phosphorus availability determines the preference for direct or mycorrhizal phosphorus uptake pathway in maize	32
Response of soil greenhouse gas fluxes to warming: A global meta‐analysis of field studies	32
Carbon sequestration of forest soils is reflected by changes in physicochemical soil indicators ─ A comprehensive discussion of a long-term experiment on a detritus manipulation	32
Colloidal organic carbon and trace elements in peat porewaters across a permafrost gradient in Western Siberia	32
Mean spectral reflectance from bare soil pixels along a Landsat-TM time series to increase both the prediction accuracy of soil clay content and mapping coverage	32
Impact of climate, soil properties and grassland cover on soil water repellency	32
Storage of soil carbon as particulate and mineral associated organic matter in irrigated woody perennial crops	32
Microbial necromass formation, enzyme activities and community structure in two alpine elevation gradients with different bedrock types	32
Comparing measures for determination of phosphorus saturation as a method to estimate dissolved P in soil solution	32
Soil organic carbon and nitrogen pools are increased by mixed grass and legume cover crops in vineyard agroecosystems: Detecting short-term management effects using infrared spectroscopy	32
Improving soil organic carbon predictions from a Sentinel–2 soil composite by assessing surface conditions and uncertainties	32
Will fungi solve the carbon dilemma?	32
Soil property maps with satellite images at multiple scales and its impact on management and classification	32
Cover crops reduce soil resistance to penetration by preserving soil surface water content	32
Effects of nitrogen deposition and increased precipitation on soil phosphorus dynamics in a temperate forest	32
Source identification and contribution of land uses to the observed values of heavy metals in soil samples of the border between the Northern Ireland and Republic of Ireland by receptor models and red	32
Compost amendment maintains soil structure and carbon storage by increasing available carbon and microbial biomass in agricultural soil – A six-year field study	32
Assessment of desertification using modified MEDALUS model in the north Nile Delta, Egypt	31
Biochar aging increased microbial carbon use efficiency but decreased biomass turnover time	31

C:N ratios of bulk soils and particle-size fractions: Global trends and major drivers	31
Response of soil microbial community parameters to plastic film mulch: A meta-analysis	31
Small-scale spatial variability of hydro-physical properties of natural and degraded peat soils	31
Organo-mineral associations largely contribute to the stabilization of century-old pyrogenic organic matter in cropland soils	31
Revealing soil erosion characteristics using deposited sediment sources in a complex small catchment in the wind-water erosion crisscross region of the Chinese Loess Plateau	31
Integration of crop and livestock enhanced soil biochemical properties and microbial community structure	31
Soil physical quality responses to silvopastoral implementation in Colombian Amazon	31
Rethinking restoration indicators and end-points for post-mining landscapes in light of novel ecosystems	31
Responses of soil microbial community structure and greenhouse gas fluxes to crop rotations that include winter cover crops	31
Unequal weakening of urbanization and soil salinization on vegetation production capacity	31
A multihead LSTM technique for prognostic prediction of soil moisture	30
Drivers of biochar-mediated improvement of soil water retention capacity based on soil texture: A meta-analysis	30
Response of soil organic matter to cover cropping in water-limited environments	30
Consequences of land-use change in Brazil’s new agricultural frontier: A soil physical health assessment	30
Soil N-oxide emissions decrease from intensive greenhouse vegetable fields by substituting synthetic N fertilizer with organic and bio-organic fertilizers	30
Biochar engineering and ageing influence the spatiotemporal dynamics of soil pH in the charosphere	30
Potassium isotopic fractionation in a humid and an arid soil–plant system in Hawai‘i	30
Improving pedotransfer functions for predicting soil mineral associated organic carbon by ensemble machine learning	30
A meta-analysis on effects of root development on soil hydraulic properties	30
Crop straw recycling prevents anthropogenic desilication of agricultural soil–plant systems in the temperate zone – Results from a long-term field experiment in NE Germany	30
Weakening of carbon sink on the Qinghai–Tibet Plateau	29
Phosphorus deficiency in soils with red color: Insights from the interactions between minerals and microorganisms	29
A soil colour map of China	29
Supporting soil and land assessment with machine learning models using the Vis-NIR spectral response	29
Comparing the prediction performance, uncertainty quantification and extrapolation potential of regression kriging and random forest while accounting for soil measurement errors	29
Effect of multi-temporal satellite images on soil moisture prediction using a digital soil mapping approach	29
Long-term adoption of reduced tillage and green manure improves soil physicochemical properties and increases the abundance of beneficial bacteria in a Mediterranean rainfed almond orchard	29
Optimizing cover crop and fertilizer timing for high maize yield and nitrogen cycle control	29
Dielectric models for moisture determination of soils with variable organic matter content	29
Interactive effects of salinity and SOM on the ecoenzymatic activities across coastal soils subjected to a saline gradient	29
Long-term conversion from rice-wheat to rice-vegetable rotations drives variation in soil microbial communities and shifts in nitrogen-cycling through soil profiles	29
Sorption and desorption of organic matter in soils as affected by phosphate	29
Estimation of vineyard soil structure and preferential flow using dye tracer, X-ray tomography, and numerical simulations	29
Molecular characterization of soil organic matter and its extractable humic fraction from long-term field experiments under different cropping systems	29
Fertilizer quality and labile soil organic matter fractions are vital for organic carbon sequestration in temperate arable soils within a long-term trial in Switzerland	29
N, P and straw return influence the accrual of organic carbon fractions and microbial traits in a Mollisol	29
Estimation and evaluation of high spatial resolution surface soil moisture using multi-sensor multi-resolution approach	29
Probabilistic environmental risk assessment of microplastics in soils	29
Proximal sensor data fusion and auxiliary information for tropical soil property prediction: Soil texture	28
Coupling the resource stoichiometry and microbial biomass turnover to predict nutrient mineralization and immobilization in soil	28
Significant response of microbial community to increased salinity across wetland ecosystems	28
Cellulose dominantly affects soil fauna in the decomposition of forest litter: A meta-analysis	28
Response of soil chemical properties, enzyme activities and microbial communities to biochar application and climate change in a Mediterranean agroecosystem	28
A framework for determining the total salt content of soil profiles using time-series Sentinel-2 images and a random forest-temporal convolution network	28
Advances of coupled water-heat-salt theory and test techniques for soils in cold and arid regions: A review	28
Allocation of foliar-P fractions of Alhagi sparsifolia and its relationship with soil-P fractions and soil properties in a hyperarid desert ecosystem	28
From rock eating to vegetarian ecosystems — Disentangling processes of phosphorus acquisition across biomes	28
Evaluation of soil thermal conductivity schemes incorporated into CLM5.0 in permafrost regions on the Tibetan Plateau	28
Nonlinear response of hydrodynamic and soil erosive behaviors to biocrust coverage in drylands	28
Decadal nitrogen addition alters chemical composition of soil organic matter in a boreal forest	28
Carbon mineralization and its temperature sensitivity under no-till and straw returning in a wheat-maize cropping system	28
Vegetation greening partly offsets the water erosion risk in China from 1999 to 2018	27
A global perspective on soil science education at third educational level; knowledge, practice, skills and challenges	27
Contrasting impacts of pH on the abiotic transformation of hydrochar-derived dissolved organic matter mediated by δ-MnO2	27
Effects of warming and rainfall pulses on soil respiration in a biological soil crust-dominated desert ecosystem	27
Role of clay minerals in controlling phosphorus availability in a subtropical Alfisol	27
Agroforestry systems impact soil macroaggregation and enhance carbon storage in Colombian deforested Amazonia	27
Using autoencoders to compress soil VNIR–SWIR spectra for more robust prediction of soil properties	27
Effects of sterilization and maturity of compost on soil bacterial and fungal communities and wheat growth	27
Impact of long term conservation agriculture on soil quality under cereal based systems of North West India	27
Arbuscular mycorrhizal traits are good indicators of soil multifunctionality in drylands	27
Phosphatization under birds' activity: Ornithogenesis at different scales on Antarctic Soilscapes	27
Rhizosphere influence on soil microbial biomass and enzyme activity in banj oak, chir pine and banj oak regeneration forests in the central Himalaya	27
Exploring optimal nitrogen management for high yielding maize in arid areas via 15N-labeled technique	27
Formation efficiency of soil organic matter from plant litter is governed by clay mineral type more than plant litter quality	27
Soil organic matter stabilization at molecular scale: The role of metal cations and hydrogen bonds	27
Biocrusts: Engineers and architects of surface soil properties, functions, and processes in dryland ecosystems	27
Experimental evidence of laser diffraction accuracy for particle size analysis	27
Impact of biochar produced from hardwood of mesquite on the hydraulic and physical properties of compacted soils for potential application in engineered structures	27
Long-term continuous farmyard manure application increases soil carbon when combined with mineral fertilizers due to lower priming effects	26
Plant diversity increases the abundance and diversity of soil fauna: A meta-analysis	26
Effects of different tree species on infiltration and preferential flow in soils developing at a clayey spoil heap	26
Comprehensive assessments of soil fertility and environmental quality in plastic greenhouse production systems	26
Evaluation of 14 frozen soil thermal conductivity models with observations and SHAW model simulations	26
Effects of biochar amendment on tomato rhizosphere bacterial communities and their utilization of plant-derived carbon in a calcareous soil	26
Trophic transfer of heavy metals along a pollution gradient in a terrestrial agro-industrial food web	26
Quantifying the contribution of phyllosilicate mineralogy to aggregate stability in the East Asian monsoon region	26
Prescribed pH for soil β-glucosidase and phosphomonoesterase do not reflect pH optima	26
Beyond prediction: methods for interpreting complex models of soil variation	26
Short- and long-term effects of animal manures and mineral fertilizer on carbon stocks in subtropical soil under no-tillage	26
Comparison of different methods for assessing effects of soil interparticle forces on aggregate stability	26
Adaptive multi-paddock grazing improves water infiltration in Canadian grassland soils	26
Predictive soil mapping using historic bare soil composite imagery and legacy soil survey data	26
Arbuscular mycorrhizal fungi reduce soil nitrous oxide emission	26
Soil mass and grind size used for sample homogenization strongly affect permanganate-oxidizable carbon (POXC) values, with implications for its use as a national soil health indicator	26
Multivariate random forest for digital soil mapping	26
Vertical movement of soluble carbon and nutrients from biocrusts to subsurface mineral soils	25
Size, concentration, coating, and exposure time effects of silver nanoparticles on the activities of selected soil enzymes	25
Responses of soil extracellular enzyme activities and bacterial community composition to seasonal stages of drought in a semiarid grassland	25
Soils and soil organic matter transformations during the two years after a low-intensity surface fire (Subpolar Ural, Russia)	25
Effect of smart phone cameras on color-based prediction of soil organic matter content	25
Effects of afforestation on soil microbial diversity and enzyme activity: A meta-analysis	25
De-ashed biochar enhances nitrogen retention in manured soil and changes soil microbial dynamics	25
Machine learning techniques for acid sulfate soil mapping in southeastern Finland	25
Parent rock–pedogenesis relationship: How the weathering of metamorphic rocks influences the genesis of Planosols and Luvisols under a semiarid climate in NE Brazil	25