Geoderma Regional

Article	Citations
Soils and sustainable development goals of the United Nations: An International Union of Soil Sciences perspective	129
Spatial prediction of soil organic carbon using machine learning techniques in western Iran	75
Spatial prediction of soil aggregate stability and soil organic carbon in aggregate fractions using machine learning algorithms and environmental variables	45
Soil priorities in the European Union	40
Spatial characteristics of ecological and health risks of toxic heavy metal pollution from road dust in the Black Sea coast of Turkey	38
Digital soil mapping and GlobalSoilMap. Main advances and ways forward	37
Comparison of PLS and SVM models for soil organic matter and particle size using vis-NIR spectral libraries	30
Digital soil mapping of soil organic carbon stocks in Western Ghats, South India	29
Digital soil mapping and assessment for Australia and beyond: A propitious future	29
Developing a soil spectral library using a low-cost NIR spectrometer for precision fertilization in Indonesia	26
Predicting spatial variability of selected soil properties using digital soil mapping in a rainfed vineyard of central Chile	24
Application of VIS-NIR spectroscopy for estimation of soil organic carbon using different spectral preprocessing techniques and multivariate methods in the middle Indo-Gangetic plains of India	23
Estimating water retention and availability in cultivated soils of southern Brazil	23
Precocious 19th century soil carbon science	23
Predicting carbon and nitrogen by visible near-infrared (Vis-NIR) and mid-infrared (MIR) spectroscopy in soils of Northeast Brazil	22
Quantification of some intrinsic soil properties using proximal sensing in arid lands: Application of Vis-NIR, MIR, and pXRF spectroscopy	22
Operationalising digital soil mapping – Lessons from Australia	21
Land use/land cover changes and bare soil surface temperature monitoring in southeast Brazil	20
Soil salinity mapping by remote sensing south of Urmia Lake, Iran	19
Digital mapping of soil classes using spatial extrapolation with imbalanced data	19
Deterministic and geostatistical models for predicting soil organic carbon in a 60 ha farm on Inceptisol in Varanasi, India	19
Soil organic matter qualification with FTIR spectroscopy under different soil types in Estonia	19
Soil properties governing phosphorus adsorption in soils of Southern Brazil	19
Assessment of the soil fertility status in Benin (West Africa) – Digital soil mapping using machine learning	18
Agronomic, economic, and environmental assessment of site-specific fertilizer management of Brazilian sugarcane fields	18

Evaluating pedotransfer functions for predicting soil bulk density using hierarchical mapping information in Campania, Italy	18
Response of soil aggregate stability and distribution of organic carbon to alpine grassland degradation in Northwest Sichuan	18
Soil factors affecting phosphorus adsorption in soils of the Cerrado, Brazil	18
Assessment of pore space changes during drying and wetting cycles in hysteresis of soil water retention curve in Russia using X-ray computed tomography	17
Digital mapping of soil drainage using remote sensing, DEM and soil color in a semiarid region of Central Iran	17
Multi-resolution soil-landscape characterisation in KwaZulu Natal: Using geomorphons to classify local soilscapes for improved digital geomorphological modelling	16
Density of soil observations in digital soil mapping: A study in the Mayenne region, France	16
Soil available P, soil organic carbon and aggregation as affected by long-term poultry manure application to Andisols under pastures in Southern Chile	16
Analysis of terrain attributes in different spatial resolutions for digital soil mapping application in southeastern Brazil	16
Machine learning based soil maps for a wide range of soil properties for the forested area of Switzerland	16
Greenhouse gas emission from the cold soils of Eurasia in natural settings and under human impact: Controls on spatial variability	16
Genesis of pseudo-sand structure in Oxisols from Brazil – A review	15
Impact of long-term agricultural management practices on soil organic carbon and soil fertility of paddy fields in Northeastern Thailand	15
Salinity intrusion prediction using remote sensing and machine learning in data-limited regions: A case study in Vietnam's Mekong Delta	14
Could airborne gamma-spectrometric data replace lithological maps as co-variates for digital soil mapping of topsoil particle-size distribution? A case study in Western France	14
Total carbon and nitrogen stocks under different land use/land cover types in the Southwestern region of Nigeria	14
Proximal sensing applied to soil texture prediction and mapping in Brazil	13
Using Landsat and soil clay content to map soil organic carbon of oxisols and Ultisols near São Paulo, Brazil	12
Soil properties changes after seven years of ground mounted photovoltaic panels in Central Italy coastal area	12
Soil carbon and nitrogen fractions and physical attributes affected by soil acidity amendments under no-till on Oxisol in Brazil	12
Estimation and mapping of surface soil properties in the Caucasus Mountains, Azerbaijan using high-resolution remote sensing data	12
Termite mound soil properties in West Bengal, India	12
A bibliometric analysis of soil research in Brazil 1989–2018	12
Progress in the elaboration of GSM conform DSM products and their functional utilization in Hungary	12
Mapping soil aggregate stability using digital soil mapping: A case study of Ruiru reservoir catchment, Kenya	11
Digital mapping for soil texture class prediction in northwestern Türkiye by different machine learning algorithms	11
Long-term monitoring of soil quality and trace elements to evaluate land use effects and temporal change in the Wellington region, New Zealand	11
Micronutrients prediction via pXRF spectrometry in Brazil: Influence of weathering degree	11
Inversion of soil pH during the dry and wet seasons in the Yinbei region of Ningxia, China, based on multi-source remote sensing data	11
Vertisols: Extreme features and extreme environment	11
Tropical soil order and suborder prediction combining optical and X-ray approaches	11
Impacts of national scale digital soil mapping programs in France	11
Estimating organic carbon stocks of mineral soils in Denmark: Impact of bulk density and content of rock fragments	11
Soil organic carbon stocks and stability of organic matter in permafrost-affected soils of Yamal region, Russian Arctic	10
Converting cropland to plantation decreases soil organic carbon stock and liable fractions in the fertile alluvial plain of eastern China	10
Spatial distribution of iron forms and features in the dried lake bed of Urmia Lake of Iran	10
Exchangeable aluminium and acidity in Acrisols and Ferralsols of the north-west highlands of Cameroon	10
Soil organic carbon (SOC) prediction in Australian sugarcane fields using Vis–NIR spectroscopy with different model setting approaches	10
Soil quality assessment using erosion-sensitive indices and fuzzy membership under different cropping systems on a Ferralsol in Brazil	10
Comparing Uganda's indigenous soil classification system with World Reference Base and USDA Soil Taxonomy to predict soil productivity	10
Evaluation of models for fitting soil particle-size distribution using UNSODA and a Brazilian dataset	10
Taking digital soil mapping to the field: Lessons learned from the Water Smart Agriculture soil mapping project in Central America	10
Rare earth elements in tropical soils, Cameroon soils (Central Africa)	10
Comparison of long-term effects of biochar application on soil organic carbon and its fractions in two ecological sites in karst regions	9
Digital mapping of Philip model parameters for prediction of water infiltration at the watershed scale in a semi-arid region of Iran	9
Relationships among soil factors and greenhouse gas emissions from furrow-irrigated Rice in the mid-southern, USA	9
Soils2026 and digital soil mapping – A foundation for the future of soils information in the United States	9
UAV-based vegetation monitoring for assessing the impact of soil loss in olive orchards in Brazil	9
Evaluation of Vis-NIR preprocessing combined with PLS regression for estimation soil organic carbon, cation exchange capacity and clay from eastern Croatia	9
Rescue and renewal of legacy soil resource inventories in Iran as an input to digital soil mapping	9

Improving the soil physical properties and relationships between soil properties in arable soils of contrasting texture enhancement using biochar substrates: Case study in Slovakia	9
Changes in soil organic matter fractions induced by cropland and pasture expansion in Brazil's new agricultural frontier	9
Using dendrogeomorphology to estimate soil erosion in mixed native species and pine forests on Ultisols in Piracicaba, Brazil	8
Assessment of heavy metal concentrations and behavior in cultivated soils under humid-subhumid environmental condition of the Black Sea region	8
Soil-geomorphology relationships of alluvial fans in Costa Rica	8
Geochemistry of soils of a deep pedon in the Okavango Delta, NW Botswana: Implications for pedogenesis in semi-arid regions	8
On the impact of grassland management on soil carbon stocks: a worldwide meta-analysis	8
Soil spatial variation to guide the development of fertilizer use recommendations for smallholder farms in western Kenya	8
Carbon stocks of soils under forest in the Komi Republic of Russia	8
National soil organic carbon map of agricultural lands in Nepal	8
Assessing land suitability for rainfed paddy rice production in Zambia	8
Effects of different sources and spatial resolutions of environmental covariates on predicting soil organic carbon using machine learning in a semi-arid region of Iran	8
Soil surveyor knowledge in digital soil mapping and assessment in Australia	8
Mapping soil organic carbon stocks in Tunisian topsoils	8
Land use and soil types affect macropore network, organic carbon and nutrient retention, Lithuania	8
Hot desert soils—Global distribution and unique characteristics	8
Exploring variability in rangeland soil organic carbon stocks across California (USA) using a voluntary monitoring network	8
Evaluation of RUSLE and spatial assessment of agricultural soil erosion in Finland	8
C:N:P stoichiometry associated with biochar in forest soils at historical charcoal production sites in Poland	8
Local soil knowledge, sustainable agriculture and soil conservation in Central Vietnam	8
Spatial-temporal change of soil organic carbon in Anhui Province of East China	8
Landuse and soil property effects on infiltration into Alfisols in the Lower Mississippi River Valley, USA	8
Soil lead distribution in Chicago, USA	8
Prediction of soil hydraulic properties using VIS-NIR spectral data in semi- arid region of Northern Karnataka Plateau	8
Regional investigation of spatial-temporal variability of soil magnesium - a case study from Switzerland	8
Space-time monitoring of soil organic carbon content across a semi-arid region of Australia	7
Soil parent material prediction for Brazil via proximal soil sensing	7
Spatial prediction of soil properties for the Busia area, Kenya using legacy soil data	7
Identifying opportunities to improve digital soil mapping in India: A systematic review	7
Impact of anthropogenic pollution on soil properties in and around a town in Eastern India	7
Assessment of soil diversity using soil maps with different scales in Eastern Fennoscandia, Russia	7
Acid sulfate soils on the west coast of Sri Lanka: A review	7
Soil order knowledge as a driver in soil properties estimation from Vis-NIR spectral data – Case study from northern Karnataka (India)	7
Soil nitrogen dynamics under tobacco with different fertilizer management in southern Brazil	7
Effects of straw incorporation and straw-burning on aggregate stability and soil organic carbon in a clay soil of Bangladesh	7
Soil parent material prediction through satellite multispectral analysis on a regional scale at the Western Paulista Plateau, Brazil	7
Combining different pre-processing and multivariate methods for prediction of soil organic matter by near infrared spectroscopy (NIRS) in Southern Brazil	7
How vegetation patches drive soil development and organic matter formation on polar islands	7
Tillage recommendation for commercial forest production: Should tillage be based on soil penetrability, bulk density or more complex, integrative properties?	7
Rapid land use prediction via portable X-ray fluorescence (pXRF) data on the dried lakebed of Avlan Lake in Turkey	7
Mapping soil properties at multiple depths from disaggregated legacy soil maps in the Brittany region, France	6
Possible futures of soil-mapping in France	6
“Cropland characteristics and extent of soil loss by rill and gully erosion in smallholder farms in the KIVU highlands, D.R. Congo”	6
Traces of German and British settlement in soils of the Volta Region of Ghana	6
Nutrient release from organic resources in Nitisols of the Central Highlands of Kenya	6
Heavy metals content in soils of Western Siberia in relation to international soil quality standards	6
Effect of topography on spatiotemporal patterns of soil moisture in a mountainous region of Northwest China	6
Nitrous oxide emissions following split fertilizer application on winter wheat grown on Mollisols of Southern Alberta, Canada	6
The content and distribution of various forms of carbon in urban soils of southern Russia on the example of Rostov agglomeration	6
Influence of auxiliary soil variables to improve PXRF-based soil fertility evaluation in India	6
Using time domain reflectometry to estimate water content of three soil orders under savanna in Brazil	6
Prediction of soil organic matter content by combining data from Nix ProTM color sensor and portable X-ray fluorescence spectrometry in tropical soils	6
Rehabilitating open-cut coal mine spoil for a pasture system in south east Queensland, Australia: Abiotic soil properties compared with unmined land through time	6
Spatial distribution of carbon, nitrogen and sulfur in surface soil across the Pearl River Delta area, South China	6
Distribution of potentially toxic soil elements along a transect across Kazakhstan	6
Nitrous oxide emissions in maize on mollisols in the Pampas of Argentina	6
The persistence and efficacy of nitrification inhibitors to mitigate nitrous oxide emissions from New Zealand pasture soils amended with urine	6
Bioclimatic variables as important spatial predictors of soil hydraulic properties across Australia's agricultural region	6
Soil erodibility prediction by Vis-NIR spectra and environmental covariates coupled with GIS, regression and PLSR in a watershed scale, Iran	6
Cross-system legacy data applied to digital soil mapping: A case study of Second National Soil Survey data in China	6
Application of regression-kriging and sequential Gaussian simulation for the delineation of forest areas potentially suitable for liming in the Jizera Mountains region, Czech Republic	6
Precompression stress in response to water content and bulk density under no-till Oxisols in southern Brazil	6
Data accuracy and method validation of chemical soil properties in long-term experiments: Standard operating procedures for a non-certified soil laboratory in Latin America	5
Medium-term transformation of Chernozems under broadleaf forests in the temperate climate of south-east Poland	5
Effects of climate and land-use on physicochemical properties of gneiss-derived soils in tropical drylands: Evidence from northeastern Brazil	5
Soil organic matter characterisation using alkali and water extraction, and its relation to soil properties	5
Soil organic matter and clay predictions by laboratory spectroscopy: Data spatial correlation	5
Mapping of tank silt application using Sentinel-2 images over the Berambadi catchment (India)	5
Comparison of long-term field-measured and RUSLE-based modelled soil loss in Switzerland	5
Pedotransfer functions for cation exchange capacity estimation in highly weathered soils of the tropical highlands of NW Cameroon	5
Cohesive character in Alfisols, Ultisol and Oxisols in northeast of Brazil: Relationship with tensile strength and particle size	5
Trace elements in soils developed from metamorphic ultrabasic rocks in Minas Gerais, Brazil	5
Modelling of soil depth and hydraulic properties at regional level using environmental covariates- A case study in India	5
Acid sulfate soils decrease surface water quality in coastal area of West Malaysia: Quo Vadis?	4
Digital soil assessment delivers impact across scales in Australia and the Philippines	4
Microbial activity effect on aggregate stability after residue addition in a Mollisol and a Vertisol in the Pampas, Argentina	4
Predicting soil carbon stock in remote areas of the Central Amazon region using machine learning techniques	4
Spectroscopic characteristics of humic acids extracted from soils under different integrated agricultural production systems in tropical regions	4
From rock to soil: Elemental mobility during pedogenesis in a deep Ultisol profile at the Mantiqueira Mountain Range, Southeastern Brazil	4
Carbon and nitrogen stocks under various land cover in Gabon	4

Sulfurization, acid-sulfate soils and active layer monitoring at the semiarid Seymour Island, Antarctica	4
Proximal sensor data fusion for Brazilian soil properties prediction: Exchangeable/available macronutrients, aluminum, and potential acidity	4
Identifying soil provenance based on portable X-ray fluorescence measurements using similarity and inverse-mapping approaches – A case in the Lower Hunter Valley, Australia	4
Recovering of soil organic matter and associated C and N pools on regenerated forest ecosystems at different tree species influence on post-fire and reclaimed mine sites	4
Soil chemical properties and crop response to gypsum and limestone on a coarse-textured Ultisol under no-till in the Brazilian Pampa biome	4
Digital soil mapping of Italy to map derived soil profiles with neural networks	4
Evaluation of simple and multivariate linear regression models for exchangeable base cation conversion between seven measurement techniques on South African soils	4
Implication of land use shifting on land degradation and restoration potential of conservation agriculture in India's North-West Himalayan region	4
Evaluation of machine learning algorithms in the prediction of hydraulic conductivity and soil moisture at the Brazilian Savannah	4
Soil water repellency characteristic curve of Spolic Technosols from the region of Maritsa-Iztok coal mine in Bulgaria	4
Digital mapping of soil organic carbon hotspots in nature conservation areas in the region of Flanders, Belgium	4
Litter decomposition and soil organic carbon stabilization in a Kastanozem of Saskatchewan, Canada	4
Sea spray and land use effects on clay minerals and organic matter of soils on machair (Harris, Scotland)	4
Potentially toxic elements in fen peatland soils located near lignite-fired power plants in Central Poland	4
Critical slope length for soil loss mitigation in maize-bean cropping systems in SW Kenya	4
Pedogenic or anthropogenic? An approach to evaluate fragipan and redox features in paleosols of NE China	3
Analysis of the spatio-temporal variability of soil water dynamics in an arid catchment in South Africa	3
Digital morphometrics and genesis of soils with buried horizons and lithological discontinuities in southeastern Brazil	3
Research priorities for sandy soils in Central Africa	3
Impacts of historical land use on forest soil properties in the hemiboreal forest zone, Latvia	3
Geochemical and mineralogical composition of the 2018 volcanic deposits of Mt. Anak Krakatau	3
Land use and management effects on volcanic soils in West Sumatra, Indonesia	3
Hydro-physical deterioration of a calcareous clay-rich soil by sodic water in Central Anatolia, Türkiye	3
Long term effects of tillage and fertilization upon microbiota of a Romanian Chernozem under maize monoculture	3
Evaluation of site position and tillage effects on global warming potential from furrow-irrigated rice in the mid-southern USA	3
Soil health changes from grassland to row crops conversion on Natric Aridisols in South Dakota, USA	3
Multivariate split moving windows and magnetic susceptibility for locating soil boundaries of São Paulo, Brazil	3
Digital soil mapping of copper in Sweden: Using the prediction and uncertainty as decision support in crop micronutrient management	3
Site position and tillage treatment effects on nitrous oxide emissions from furrow-irrigated rice on a silt-loam Alfisol in the Mid-south, USA	3
Control of regional climate on carbon and nitrogen turnover and their stable isotopic compositions in Indian soils	3
Field-scale spatial correlation between soil and Vis-NIR spectra in the Cerrado biome of Central Brazil	3
Fractions, stability, and influencing factors of soil organic carbon under different land-use in sodic soils	3
Near-infrared spectroscopy: Alternative method for assessment of stable carbon isotopes in various soil profiles in Chile	3
Inherent and dynamic effects on the structural stability of Brazilian Oxisols	3
Mapping soil corrosivity in an Australian arid environment and comparing corrosion rates of exclusion fence netting with different zinc coatings	3
Silicon availability in relation to soil properties in Inceptisols on uncultivated lands and paddy fields in Taiwan	3
Soil research, management, and policy priorities in Chile	3
Acidification and weathering associated with deep tongues in sandy Spodosols, Michigan, USA	3
Soil carbon stocks can be negatively affected by land use and climate change in natural ecosystems of semi-arid environment of Iran	3
Risk of environmental contamination due to the hexazinone application in agricultural soils in northeastern Brazil	3
Tillage-residues affect mineral-associated organic matter on Vertisols in northern Mexico	3
Relationship of soil moisture characteristic curve and mechanical properties in Entisols and Inceptisols of Iran	3
Soil change in Arenosols under long term cultivation in the sudano-sahelian zone of Cameroon	3
Applying RUSLE for soil erosion estimation in Romania under current and future climate scenarios	3
Ethnopedological knowledge and scientific assessment of earthenware pottery-making soils of southern Botswana for natural resource management	3
Improving digital soil mapping in Bogor, Indonesia using parent material information	3
Assessing the influence of environmental factors and datasets on soil type prediction with two machine learning algorithms in a heterogeneous area in the Rur catchment, Germany	3
Digital soil morphometrics of coarse fragments and horizon delineation in soil profiles from Central Mexico	3
Soil priorities in Russia	3
Assessment of soil water content variability using electrical resistivity imaging in an Oxisol under conservation cropping systems	3
Hydraulic properties of fine-textured soils in lowland ecosystems of Western Serbia vary depending on land use	3
Efficacy of three nitrification inhibitors to reduce nitrous oxide emissions from pig slurry and mineral fertilizers applied to spring barley and winter wheat in Denmark	3
Inference of forest soil nutrient regimes by integrating soil chemistry with fuzzy-logic: Regionwide application for stakeholders of Hesse, Germany	3
Harvesting spatially dense legacy soil datasets for digital soil mapping of available water capacity in Southern France	3
Partial least square regression based machine learning models for soil organic carbon prediction using visible–near infrared spectroscopy	3
Land use conversion, climate change and soil organic carbon: Modeling a citrus garden chronosequence in Northern Iran	2
Biochar soil amendment as carbon farming practice in a Mediterranean environment	2
Redistribution and fractionation of trace and rare earth elements during weathering and lateritization of orthogneiss in Ndokayo (Bétaré-Oya Gold District, South East Cameroon)	2
Using multispectral variables to estimate heavy metals content in agricultural soils: A case of suburban area in Tianjin, China	2
Extractable aluminium in New Zealand Andisols and Inceptisols	2
Soil organic carbon and fine particle stocks along a volcanic chrono- and elevation-sequence on the Galápagos archipelago/Ecuador	2
Geochemistry of semi-arid Cryosols on volcanic and sedimentary materials from James Ross Island, Antarctica	2
137Cs-based analysis of soil redistribution in the Integrated Watershed Management intervention area in northern Ethiopia	2
Prospects and challenges in the use of models to estimate the influence of crop residue input on soil organic carbon in long-term experiments in Canada	2
Regional soil priorities creating partnerships with Australia and New Zealand across the Pacific	2
Temperature limitations in the use of hydrogels on leptosols in a semi-arid region of Brazil	2
Biological soil crusts as a major ecosystem component in sandization areas of the Brazilian Pampa	2
Evaluation of a miniaturized portable NIR spectrometer for the prediction of soil properties in Mediterranean central Chile	2
Preservation of labile organic compounds is the pathway for carbon storage in a 23-year continuous no-till system on a Ferralsol in southern Brazil	2
Soil management priorities in Korea	2
Understanding carbon sequestration, allocation, and ecosystem storage in a grassed vineyard	2
Organic carbon stored in soils under different land uses and soil textures in southeast Argentinean Mesopotamia	2
Catena of Ultisols from southeastern Brazil: Assessing variation within and among pedons	2
Impact of cover crops on soil physical properties, soil loss and runoff in compacted Oxisol of southern Brazil	2
Enhancing Soil Mapping with Hyperspectral Subsurface Images generated from soil lab Vis-SWIR spectra tested in southern Brazil	2
Simulating soil organic carbon stock as affected by land use and climate change on volcanic soils in Indonesia	2
Accounting for the spatial variation of phosphorus available explained by environmental covariates	2
Kinetic modeling indicates changes in the soil quality of agroecosystems in the Brazilian Cerrado	2
Digital soil mapping and GlobalSoilMap– Scientific advances and the operational use of digital soil mapping to address global environmental challenges	2
Effects of raster resolution on quantifying farmland soil organic carbon stock in various landforms of a complex topography, China	2
Using environmental covariates to predict soil organic carbon stocks in Vertisols of Sudan	2
A soil spectral library of New Zealand	2
Assessing the use of digital soil maps in hydrological modeling for soil-water budget simulations - implications for water management plans in southern Portugal	2
Effect of high labile biochar on N2O emission from upland soils: A decision tree analysis and an incubation experiment	2
Development and functional evaluation of pedotransfer functions for estimating soil hydraulic properties in Portuguese soils: Implications for soil water dynamics	2
Carbon and nitrogen stocks and microbiological attributes of soil under eucalyptus cultivation in the Pampa biome of southern Brazil	2
Soil mapping and priorities in Denmark	2
Animal manure digestate fertilization effect on the soil microbial activity and crop productivity in the northern part of temperate climate conditions-Lithuania	2
Effects of soil and rock microhabitats on soil organic carbon stability in a karst peak-cluster depression region of Southwestern China	2
Typology of rice-based cropping systems for improved soil carbon management: Capturing smallholder farming opportunities and constraints in Dinajpur, Bangladesh	2
Altitude and slope aspects as the key factors affecting the change of C:N:P stoichiometry in the leaf-litter-soil system of alpine timberline ecotones of the Sygera Mountains in Southeast Tibet, China	2
Water retention and irrigation characteristics of Vertisols in northwestern Turkey	2
Organo-mineral associations in a Spodosol from northern Brazil	2
Changes in soil organic carbon and soil aggregation due to deforestation for smallholder management in the Brazilian semi-arid region	2
Comparison of near and mid-infrared reflectance spectroscopy for the estimation of soil organic carbon fractions in Madagascar agricultural soils	2