Articles | Volume 8, issue 5
https://doi.org/10.5194/bg-8-1053-2011
© Author(s) 2011. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/bg-8-1053-2011
© Author(s) 2011. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Spatial distribution of soil organic carbon stocks in France
M. P. Martin
INRA Orléans, InfoSol Unit, US 1106, CS 40001, Ardon, 45075, Orléans cedex 2, France
M. Wattenbach
Freie Universität Berlin, Institute of Meteorology, Carl-Heinrich-Becker-Weg 6–10, 12165 Berlin, Germany
P. Smith
Institute of Biological & Environmental Sciences, University of Aberdeen, Cruickshank Building, St. Machar Drive, Aberdeen, AB24 3UU Scotland, UK
J. Meersmans
INRA Orléans, InfoSol Unit, US 1106, CS 40001, Ardon, 45075, Orléans cedex 2, France
C. Jolivet
INRA Orléans, InfoSol Unit, US 1106, CS 40001, Ardon, 45075, Orléans cedex 2, France
L. Boulonne
INRA Orléans, InfoSol Unit, US 1106, CS 40001, Ardon, 45075, Orléans cedex 2, France
D. Arrouays
INRA Orléans, InfoSol Unit, US 1106, CS 40001, Ardon, 45075, Orléans cedex 2, France
Viewed
Total article views: 11,365 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 01 Feb 2013, article published on 18 Nov 2010)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
4,648 | 6,529 | 188 | 11,365 | 154 | 158 |
- HTML: 4,648
- PDF: 6,529
- XML: 188
- Total: 11,365
- BibTeX: 154
- EndNote: 158
Total article views: 10,347 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 01 Feb 2013, article published on 04 May 2011)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
4,345 | 5,842 | 160 | 10,347 | 138 | 156 |
- HTML: 4,345
- PDF: 5,842
- XML: 160
- Total: 10,347
- BibTeX: 138
- EndNote: 156
Total article views: 1,018 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 01 Feb 2013, article published on 18 Nov 2010)
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
303 | 687 | 28 | 1,018 | 16 | 2 |
- HTML: 303
- PDF: 687
- XML: 28
- Total: 1,018
- BibTeX: 16
- EndNote: 2
Cited
218 citations as recorded by crossref.
- Spatial distribution of soil carbon stocks in a semi-arid region of India T. Mitran et al. 10.1016/j.geodrs.2018.e00192
- Soil organic carbon increases under intensive agriculture in the Central Sands, Wisconsin, USA K. Adhikari & A. Hartemink 10.1016/j.geodrs.2017.07.003
- Understanding the spatial distribution of factors controlling topsoil organic carbon content in European soils M. Rial et al. 10.1016/j.scitotenv.2017.08.012
- Investigating Spatial and Vertical Patterns of Wetland Soil Organic Carbon Concentrations in China’s Western Songnen Plain by Comparing Different Algorithms Y. Ren et al. 10.3390/su12030932
- Soil organic carbon in peninsular Spain: Influence of environmental factors and spatial distribution R. Calvo de Anta et al. 10.1016/j.geoderma.2020.114365
- Comparison of random forest and multiple linear regression models for estimation of soil extracellular enzyme activities in agricultural reclaimed coastal saline land X. Xie et al. 10.1016/j.ecolind.2020.106925
- Assessment of the soil organic carbon stock in Spain J. Rodríguez Martín et al. 10.1016/j.geoderma.2015.10.010
- Estimating soil organic carbon stocks of Swiss forest soils by robust external-drift kriging M. Nussbaum et al. 10.5194/gmd-7-1197-2014
- Multi-model ensemble improved the prediction of trends in soil organic carbon stocks in German croplands C. Riggers et al. 10.1016/j.geoderma.2019.03.014
- Scaling impacts on environmental controls and spatial heterogeneity of soil organic carbon stocks U. Mishra & W. Riley 10.5194/bg-12-3993-2015
- Mapping soil organic carbon on a national scale: Towards an improved and updated map of Madagascar N. Ramifehiarivo et al. 10.1016/j.geodrs.2016.12.002
- Pedotransfer functions to estimate bulk density from soil properties and environmental covariates: Rio Doce basin E. Souza et al. 10.1590/0103-9016-2015-0485
- Modelling daily to seasonal carbon fluxes and annual net ecosystem carbon balance of cereal grain-cropland using DailyDayCent: A model data comparison N. Senapati et al. 10.1016/j.agee.2017.10.003
- Extracting Knowledge from Big Data for Sustainability: A Comparison of Machine Learning Techniques R. Garg et al. 10.3390/su11236669
- Soil organic carbon stocks in an investigated watershed transect linked to ecological restoration practices on the Loess Plateau Y. Huang et al. 10.1002/ldr.3785
- Comparison of spatial association approaches for landscape mapping of soil organic carbon stocks B. Miller et al. 10.5194/soil-1-217-2015
- Identification of the co-existence of low total organic carbon contents and low pH values in agricultural soil in north-central Europe using hot spot analysis based on GEMAS project data H. Xu et al. 10.1016/j.scitotenv.2019.04.382
- Topography and Soil Organic Carbon in Subtropical Forests of China T. Zhou et al. 10.3390/f14051023
- Total soil organic carbon and carbon sequestration potential in Nigeria S. Akpa et al. 10.1016/j.geoderma.2016.02.021
- Agricultural soil organic carbon stocks in the north-eastern Iberian Peninsula: Drivers and spatial variability I. Funes et al. 10.1016/j.scitotenv.2019.02.317
- Assessing the carbon sequestration potential and identifying influential factors of cultivated soils in Northeast China S. Wang et al. 10.1016/j.geodrs.2023.e00655
- Patterns and Predictors of Recent Forest Conversion in New England A. Thorn et al. 10.3390/land5030030
- Organic carbon stocks in Mediterranean soil types under different land uses (Southern Spain) M. Muñoz-Rojas et al. 10.5194/se-3-375-2012
- Data-mining analysis of the global distribution of soil carbon in observational databases and Earth system models S. Hashimoto et al. 10.5194/gmd-10-1321-2017
- Soil organic matter changes under experimental pedoclimatic modifications in mountain grasslands of the French Alps N. Khedim et al. 10.1016/j.geoderma.2022.116238
- Principal Drivers of Fungal Communities Associated with Needles, Shoots, Roots and Adjacent Soil of Pinus sylvestris D. Marčiulynienė et al. 10.3390/jof8101112
- Spatial-Temporal Changes of Soil Organic Carbon Content in Wafangdian, China S. Wang et al. 10.3390/su8111154
- Bulk density and coarse fragment content of the French soil monitoring network for better assessment of changes of soil organic carbon stocks J. Munera-Echeverri et al. 10.1016/j.catena.2024.108609
- Patterns and abiotic drivers of soil organic carbon in perennial tea (Camellia sinensis L.) plantation system of China X. Yang et al. 10.1016/j.envres.2023.116925
- Soil Organic Matter Accumulation and Carbon Fractions along a Moisture Gradient of Forest Soils E. Błońska & J. Lasota 10.3390/f8110448
- A multi-factor weighted regression approach for estimating the spatial distribution of soil organic carbon in grasslands S. Wang et al. 10.1016/j.catena.2018.10.050
- Spatial distribution of Lindane concentration in topsoil across France T. Orton et al. 10.1016/j.scitotenv.2012.10.103
- Throughfall under a teak plantation in Thailand: a multifactorial analysis on the effects of canopy phenology and meteorological conditions N. Tanaka et al. 10.1007/s00484-014-0926-1
- Elemental stoichiometry and Rock-Eval® thermal stability of organic matter in French topsoils A. Delahaie et al. 10.5194/soil-9-209-2023
- Spatial distribution pattern of soil organic matter in the wind erosion region of northeastern China based on the cokriging method X. Wu et al. 10.1016/j.catena.2024.108575
- Influence of Land Use and Topographic Factors on Soil Organic Carbon Stocks and Their Spatial and Vertical Distribution K. Blackburn et al. 10.3390/rs14122846
- Modelling nitrous oxide emissions from mown-grass and grain-cropping systems: Testing and sensitivity analysis of DailyDayCent using high frequency measurements N. Senapati et al. 10.1016/j.scitotenv.2016.07.226
- Comparing machine learning algorithms for predicting and digitally mapping surface soil available phosphorous: a case study from southwestern Iran S. Hojati et al. 10.1007/s11119-023-10099-5
- A high-resolution map of soil organic carbon in cropland of Southern China B. Hu et al. 10.1016/j.catena.2024.107813
- Assessment of Pinus halepensis Forests’ Vulnerability Using the Temporal Dynamics of Carbon Stocks and Fire Traits in Tunisia F. Rezgui et al. 10.3390/fire7060204
- Predictive Mapping of Topsoil Organic Carbon in an Alpine Environment Aided by Landsat TM R. Yang et al. 10.1371/journal.pone.0139042
- Comparison between Random Forests, Artificial Neural Networks and Gradient Boosted Machines Methods of On-Line Vis-NIR Spectroscopy Measurements of Soil Total Nitrogen and Total Carbon S. Nawar & A. Mouazen 10.3390/s17102428
- Spatial-temporal variations and driving factors of soil organic carbon in forest ecosystems of Northeast China S. Wang et al. 10.1016/j.fecs.2023.100101
- Fine resolution map of top- and subsoil carbon sequestration potential in France S. Chen et al. 10.1016/j.scitotenv.2018.02.209
- Soil organic carbon in Italian forests and agroecosystems: Estimating current stock and future changes with a spatial modelling approach A. Caddeo et al. 10.1016/j.agrformet.2019.107654
- Effects of temperature and grazing on soil organic carbon storage in grasslands along the Eurasian steppe eastern transect Y. Zhao et al. 10.1371/journal.pone.0186980
- Light to moderate long-term grazing enhances ecosystem carbon across a broad climatic gradient in northern temperate grasslands E. Bork et al. 10.1016/j.scitotenv.2023.164978
- Soil organic carbon stocks in southeast Germany (Bavaria) as affected by land use, soil type and sampling depth M. Wiesmeier et al. 10.1111/j.1365-2486.2012.02699.x
- Quantifying Soil Organic Carbon Sequestration Potentials in Cultivated Land Ecosystems in Northeast China S. Wang et al. 10.2139/ssrn.4157091
- Insights of Machine Learning Approach for Soil Fertility Assessment and Management Strategy S. Muthulakshmi et al. 10.1080/00103624.2024.2416920
- Spatial variation of organic carbon density in topsoils of a typical subtropical forest, southeastern China W. Dai et al. 10.1016/j.catena.2018.04.040
- Experimental Precipitation Reduction Slows Down Litter Decomposition but Exhibits Weak to No Effect on Soil Organic Carbon and Nitrogen Stocks in Three Mediterranean Forests of Southern France M. Santonja et al. 10.3390/f13091485
- Effects of Climate on Variation of Soil Organic Carbon and Alkali-Hydrolyzed Nitrogen in Subtropical Forests: A Case Study of Zhejiang Province, China X. Cheng et al. 10.3390/f14050914
- Impact of Land Use and Land Cover Changes on Organic Carbon Stocks in Mediterranean Soils (1956–2007) M. Muñoz‐Rojas et al. 10.1002/ldr.2194
- A new baseline of organic carbon stock in European agricultural soils using a modelling approach E. Lugato et al. 10.1111/gcb.12292
- Comparison of boosted regression tree and random forest models for mapping topsoil organic carbon concentration in an alpine ecosystem R. Yang et al. 10.1016/j.ecolind.2015.08.036
- Mapping soil organic carbon stocks of northeastern China using expert knowledge and GIS-based methods X. Song et al. 10.1007/s11769-017-0869-7
- The impacts of CENTURY model initialization scenarios on soil organic carbon dynamics simulation in French long-term experiments B. Dimassi et al. 10.1016/j.geoderma.2017.09.038
- Spatial variation and temporal decline (1985–2017) of soil organic carbon stocks (SOCS) in relation to land use types in Tombel area, South-West Cameroon C. Nguemezi et al. 10.1016/j.still.2021.105114
- National versus global modelling the 3D distribution of soil organic carbon in mainland France V. Mulder et al. 10.1016/j.geoderma.2015.08.035
- Impact of future climate warming on soil organic carbon stocks in Inner Mongolia, China S. Wang et al. 10.1016/j.ecolind.2023.111208
- Water-extractable organic matter linked to soil physico-chemistry and microbiology at the regional scale J. Guigue et al. 10.1016/j.soilbio.2015.02.016
- The legacy of acidic deposition controls soil organic carbon pools in temperate forests across theCzechRepublic T. Chuman et al. 10.1111/ejss.13073
- Geographical Modeling of Spatial Interaction between Built-Up Land Sprawl and Cultivated Landscape Eco-Security under Urbanization Gradient H. Cai et al. 10.3390/su11195513
- Impact of phyllosilicate mineralogy on organic carbon stabilization in soils: incomplete knowledge and exciting prospects P. Barré et al. 10.1016/j.geoderma.2014.07.029
- Eighty-metre resolution 3D soil-attribute maps for Tasmania, Australia D. Kidd et al. 10.1071/SR14268
- Coupling multi-sensory earth observation datasets, in-situ measurements, and machine learning algorithms for total blue C stock estimation of an estuarine mangrove forest D. Datta et al. 10.1016/j.foreco.2023.121345
- Spatially distributed modelling and mapping of soil organic carbon and total nitrogen stocks in the Eastern Mau Forest Reserve, Kenya K. Were et al. 10.1007/s11442-016-1257-4
- Topsoil carbon sequestration of vegetation restoration on the Loess Plateau Y. Huang et al. 10.1016/j.ecoleng.2022.106570
- Spatial-Temporal Variations and Driving Factors of Soil Organic Carbon Stocks in Topsoils of Forest Ecosystems of Northeast China S. Wang et al. 10.2139/ssrn.4129089
- 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 K. Were et al. 10.1016/j.ecolind.2014.12.028
- Prediction of Regional Forest Soil Nutrients Based on Gaofen-1 Remote Sensing Data Y. Li et al. 10.3390/f12111430
- Bayesian spatial modelling of soil properties and their uncertainty: The example of soil organic matter in Scotland using R-INLA L. Poggio et al. 10.1016/j.geoderma.2016.04.026
- The effects of slope and altitude on soil organic carbon and clay content in different land-uses: A case study in the Czech Republic S. Nozari & L. Borůvka 10.17221/105/2022-SWR
- Satellite Imagery to Map Topsoil Organic Carbon Content over Cultivated Areas: An Overview E. Vaudour et al. 10.3390/rs14122917
- Spatiotemporal Distribution Characteristics of Soil Organic Carbon in Newborn Coastal Wetlands of the Yellow River Delta Estuary J. Yu et al. 10.1002/clen.201100511
- Spatial variability and landscape controls of near‐surface permafrost within the Alaskan Yukon River Basin N. Pastick et al. 10.1002/2013JG002594
- Predicting soil organic carbon stocks in different layers of forest soils in the Czech Republic V. Oppong Sarkodie et al. 10.1016/j.geodrs.2023.e00658
- Investigating spatially varying relationships between total organic carbon contents and pH values in European agricultural soil using geographically weighted regression H. Xu & C. Zhang 10.1016/j.scitotenv.2020.141977
- No silver bullet for digital soil mapping: country-specific soil organic carbon estimates across Latin America M. Guevara et al. 10.5194/soil-4-173-2018
- Mechanisms driving spatial and temporal changes in soil organic carbon stocks in saline soils in a typical county of the western Songnen Plain, northeast China B. Liang et al. 10.1071/SR23198
- Modeling of Soil Functions for Assessing Soil Quality: Soil Biodiversity and Habitat Provisioning J. van Leeuwen et al. 10.3389/fenvs.2019.00113
- Advancements in Soil Quality Assessment: A Comprehensive Review of Machine Learning and AI-Driven Approaches for Nutrient Deficiency Analysis S. Barathkumar et al. 10.1080/00103624.2024.2406484
- Fertilization effects on organic matter of arable soils in diverse environmental conditions of the Czech Republic T. Šimon et al. 10.1080/03650340.2018.1525704
- Interactive impacts of climate change and agricultural management on soil organic carbon sequestration potential of cropland in China over the coming decades Y. Wang et al. 10.1016/j.scitotenv.2022.153018
- Evaluating erosion risk models in a Scottish catchment using organic carbon fingerprinting C. Wiltshire et al. 10.1007/s11368-024-03850-6
- Organic carbon contents of mineral grassland soils in Switzerland over the last 30 years J. Moll-Mielewczik et al. 10.1016/j.agee.2022.108258
- Geological control of soil organic carbon and nitrogen stocks at the landscape scale P. Barré et al. 10.1016/j.geoderma.2016.09.029
- Soil organic carbon storage by shaded and unshaded coffee systems and its implications for climate change mitigation in China Z. Xiao et al. 10.1017/S002185962100006X
- Climate-sensitive spatial variability of soil organic carbon in multiple forests, Central China C. Shen et al. 10.1016/j.gecco.2023.e02555
- Soil organic carbon to clay ratio in different pedoclimatic and agronomic conditions in northeastern North America I. Chahal et al. 10.1016/j.geodrs.2024.e00893
- Stocks of organic carbon in German agricultural soils—Key results of the first comprehensive inventory C. Poeplau et al. 10.1002/jpln.202000113
- Organic Fertilisation Increases C and N Stocks and Reduces Soil Organic Matter Stability in Mediterranean Vegetable Gardens J. Garcia‐Pausas et al. 10.1002/ldr.2569
- Spatial prediction of soil organic matter content integrating artificial neural network and ordinary kriging in Tibetan Plateau F. Dai et al. 10.1016/j.ecolind.2014.04.003
- Estimation of Soil Carbon Input in France: An Inverse Modelling Approach J. MEERSMANS et al. 10.1016/S1002-0160(13)60035-1
- Properties of humic acids depending on the land use in different parts of Slovakia M. Banach-Szott et al. 10.1007/s11356-021-14616-9
- National-scale mapping of soil organic carbon stock in France: New insights and lessons learned by direct and indirect approaches Z. Chen et al. 10.1016/j.seh.2023.100049
- Understanding large‐extent controls of soil organic carbon storage in relation to soil depth and soil‐landscape systems V. Mulder et al. 10.1002/2015GB005178
- Remote Sensing Data for Digital Soil Mapping in French Research—A Review A. Richer-de-Forges et al. 10.3390/rs15123070
- Digital Mapping of Agricultural Soil Organic Carbon Using Soil Forming Factors: A Review of Current Efforts at the Regional and National Scales Y. Xia et al. 10.3389/fsoil.2022.890437
- Four approaches to setting soil health targets and thresholds in agricultural soils A. Matson et al. 10.1016/j.jenvman.2024.123141
- Predictive mapping of soil organic carbon stocks in South Australia’s agricultural zone C. Liddicoat et al. 10.1071/SR15100
- Factors controlling soil organic carbon with depth at the basin scale L. Wang et al. 10.1016/j.catena.2022.106478
- Unravelling spatial drivers of topsoil total carbon variability in tropical paddy soils of Sri Lanka T. Paranavithana et al. 10.1016/j.geodrs.2023.e00745
- Incorporation of high accuracy surface modeling into machine learning to improve soil organic matter mapping Z. Wang et al. 10.1016/j.ecolind.2021.107975
- Alaskan soil carbon stocks: spatial variability and dependence on environmental factors U. Mishra & W. Riley 10.5194/bg-9-3637-2012
- Improving the Spatial Prediction of Soil Organic Carbon Stocks in a Complex Tropical Mountain Landscape by Methodological Specifications in Machine Learning Approaches M. Ließ et al. 10.1371/journal.pone.0153673
- Building a pedotransfer function for soil bulk density on regional dataset and testing its validity over a larger area S. Chen et al. 10.1016/j.geoderma.2017.10.009
- Spatial distribution of soil organic carbon in the ecologically fragile Horqin Grassland of northeastern China Y. Li et al. 10.1016/j.geoderma.2018.03.032
- Shapley values reveal the drivers of soil organic carbon stock prediction A. Wadoux et al. 10.5194/soil-9-21-2023
- Ultrahigh-resolution FT-ICR mass spectrometry for molecular characterisation of pressurised hot water-extractable organic matter in soils J. Guigue et al. 10.1007/s10533-016-0209-5
- Carbon and nitrogen stocks under various land cover in Gabon M. Gaël et al. 10.1016/j.geodrs.2021.e00363
- Changes in carbon fractions with corn straw incorporation and comparison of carbon sequestration efficiency in Phaeozem derived from two parent materials in China N. Hu et al. 10.1007/s12517-021-07587-1
- Using boosted regression trees to explore key factors controlling saturated and near‐saturated hydraulic conductivity H. Jorda et al. 10.1111/ejss.12249
- Definitions and methods to estimate regional land carbon fluxes for the second phase of the REgional Carbon Cycle Assessment and Processes Project (RECCAP-2) P. Ciais et al. 10.5194/gmd-15-1289-2022
- Impact of soil compaction on soil biodiversity – does it matter in urban context? C. Devigne et al. 10.1007/s11252-016-0547-z
- Impact of soil and water conservation on soil organic carbon content in a catchment of the middle Han River, China G. Xu et al. 10.1007/s12665-015-4749-0
- Predicting Scottish topsoil organic matter content from colour and environmental factors M. Aitkenhead et al. 10.1111/ejss.12199
- Pedotransfer functions for Irish soils – estimation of bulk density (<i>ρ</i><sub>b</sub>) per horizon type B. Reidy et al. 10.5194/soil-2-25-2016
- A review on digital mapping of soil carbon in cropland: progress, challenge, and prospect H. Huang et al. 10.1088/1748-9326/aca41e
- Response to “Restoring lost soil carbon, reply to Soinne et al.” by Mattila and Liski H. Soinne et al. 10.1016/j.jenvman.2024.122493
- Effects of slope position, aspect and cropping system on soil nutrient variability in hilly areas Y. Gou et al. 10.1071/SR14113
- Mapping of soil properties at high resolution in Switzerland using boosted geoadditive models M. Nussbaum et al. 10.5194/soil-3-191-2017
- Disentangling the factors that contribute to variation in forest biomass increments in the mid-subtropical forests of China Y. Ren et al. 10.1007/s11676-016-0237-y
- Combining Artificial Neural Network and Ordinary Kriging to Predict Wetland Soil Organic Carbon Concentration in China’s Liao River Basin Y. Kang et al. 10.3390/s20247005
- Feasibility of the 4 per 1000 initiative in Bavaria: A reality check of agricultural soil management and carbon sequestration scenarios M. Wiesmeier et al. 10.1016/j.geoderma.2020.114333
- Quantifying and mapping topsoil inorganic carbon concentrations and stocks: approaches tested in France B. Marchant et al. 10.1111/sum.12158
- A high resolution map of French soil organic carbon J. Meersmans et al. 10.1007/s13593-012-0086-9
- Soil Carbon Investigation in Three Pedoclimatic and Agronomic Settings of Northern Italy V. Brombin et al. 10.3390/su122410539
- Distribution and landscape controls of organic layer thickness and carbon within the Alaskan Yukon River Basin N. Pastick et al. 10.1016/j.geoderma.2014.04.008
- Temporal and spatial changes in soil organic carbon and soil inorganic carbon stocks in the semi-arid area of northeast China S. Wang et al. 10.1016/j.ecolind.2022.109776
- Soil carbon stocks under different land uses and the applicability of the soil carbon saturation concept S. Chen et al. 10.1016/j.still.2018.11.001
- Soil organic carbon storage as a key function of soils - A review of drivers and indicators at various scales M. Wiesmeier et al. 10.1016/j.geoderma.2018.07.026
- Spatial prediction of soil organic carbon stock using a linear model of coregionalisation T. Orton et al. 10.1016/j.geoderma.2014.04.016
- Digital mapping of soil carbon fractions with machine learning H. Keskin et al. 10.1016/j.geoderma.2018.12.037
- Mapping total soil nitrogen from a site in northeastern China S. Wang et al. 10.1016/j.catena.2018.03.023
- Responses of soil carbon sequestration to climate‐smart agriculture practices: A meta‐analysis X. Bai et al. 10.1111/gcb.14658
- Effects of Cultivation and Alternative Vineyard Management Practices on Soil Carbon Storage in Diverse Mediterranean Landscapes: A Review of the Literature J. Eldon & A. Gershenson 10.1080/21683565.2015.1007407
- Soil organic carbon content and storage of raised field wetlands in different functional zones of a typical shallow freshwater lake, China L. Huang et al. 10.1071/SR12236
- Prediction of soil organic carbon and the C:N ratio on a national scale using machine learning and satellite data: A comparison between Sentinel-2, Sentinel-3 and Landsat-8 images T. Zhou et al. 10.1016/j.scitotenv.2020.142661
- Impact of alley cropping agroforestry on stocks, forms and spatial distribution of soil organic carbon — A case study in a Mediterranean context R. Cardinael et al. 10.1016/j.geoderma.2015.06.015
- Soil carbon and nitrogen stocks along the altitudinal gradient of the Darjeeling Himalayas, India S. Devi & S. Sherpa 10.1007/s10661-019-7470-8
- Assessing the spatial variability of soil organic carbon stocks in an alpine setting (Grindelwald, Swiss Alps) U. Hoffmann et al. 10.1016/j.geoderma.2014.04.038
- Assessing countrywide soil organic carbon stock using hybrid machine learning modelling and legacy soil data in Cameroon F. Silatsa et al. 10.1016/j.geoderma.2020.114260
- Variations in the biomass of Eucalyptus plantations at a regional scale in Southern China Q. Qiu et al. 10.1007/s11676-017-0534-0
- Dynamic soil functions assessment employing land use and climate scenarios at regional scale E. Jost et al. 10.1016/j.jenvman.2021.112318
- National-scale 3D mapping of soil organic carbon in a Japanese forest considering microtopography and tephra deposition N. Yamashita et al. 10.1016/j.geoderma.2021.115534
- Predicting soil organic carbon stocks under future land use and climate change conditions in Northeast China S. Wang et al. 10.1016/j.eiar.2023.107278
- Large-scale regionalization of water table depth in peatlands optimized for greenhouse gas emission upscaling M. Bechtold et al. 10.5194/hess-18-3319-2014
- Role of environmental variables in the spatial distribution of soil carbon (C), nitrogen (N), and C:N ratio from the northeastern coastal agroecosystems in China S. Wang et al. 10.1016/j.ecolind.2017.08.046
- The implication of input data aggregation on up-scaling soil organic carbon changes B. Grosz et al. 10.1016/j.envsoft.2017.06.046
- Digital mapping of soil organic and inorganic carbon status in India K. Sreenivas et al. 10.1016/j.geoderma.2016.02.002
- Predicting Soil Organic Carbon and Soil Nitrogen Stocks in Topsoil of Forest Ecosystems in Northeastern China Using Remote Sensing Data S. Wang et al. 10.3390/rs12071115
- Soil organic carbon in the Sanjiang Plain of China: storage, distribution and controlling factors D. Mao et al. 10.5194/bg-12-1635-2015
- How to map soil organic carbon stocks in highly urbanized regions? V. Vasenev et al. 10.1016/j.geoderma.2014.03.007
- Application of predictor variables to support regression kriging for the spatial distribution of soil organic carbon stocks in native temperate grasslands Y. Li et al. 10.1007/s11368-022-03370-1
- The trend of soil organic carbon fractions related to the successions of different vegetation types on the tableland of the Loess Plateau of China M. Liu et al. 10.1007/s11368-020-02710-3
- Deterministic and geostatistical models for predicting soil organic carbon in a 60 ha farm on Inceptisol in Varanasi, India B. Sahu et al. 10.1016/j.geodrs.2021.e00413
- A novel soil organic C model using climate, soil type and management data at the national scale in France J. Meersmans et al. 10.1007/s13593-012-0085-x
- Factors controlling the spatial distribution of soil organic carbon in the Chinese medicine producing area of NW China1 M. He et al. 10.3389/fsoil.2022.877261
- National scale 3D modelling of soil organic carbon stocks with uncertainty propagation — An example from Scotland L. Poggio & A. Gimona 10.1016/j.geoderma.2014.05.004
- Digital mapping of soil organic carbon at multiple depths using different data mining techniques in Baneh region, Iran R. Taghizadeh-Mehrjardi et al. 10.1016/j.geoderma.2015.12.003
- Mapping stocks of soil organic carbon and soil total nitrogen in Liaoning Province of China S. Wang et al. 10.1016/j.geoderma.2017.05.048
- TEMPORAL STABILITY OF TOTAL ORGANIC CARBON OF SOILS UNDER DIFFERENT USES IN THE CAATINGA BIOME V. LOURENÇO et al. 10.1590/1983-21252019v32n320rc
- Mapping of Soil Total Nitrogen Content in the Middle Reaches of the Heihe River Basin in China Using Multi-Source Remote Sensing-Derived Variables T. Zhou et al. 10.3390/rs11242934
- A simple soil organic carbon level metric beyond the organic carbon‐to‐clay ratio C. Poeplau & A. Don 10.1111/sum.12921
- Understanding drivers of the spatial variability of soil organic carbon in China's terrestrial ecosystems Y. Li et al. 10.1002/ldr.4917
- A novel seasonal index–based machine learning approach for air pollution forecasting A. Khan et al. 10.1007/s10661-022-10092-x
- Digital Mapping of Soil Organic Carbon Contents and Stocks in Denmark K. Adhikari et al. 10.1371/journal.pone.0105519
- Mapping soil carbon stocks across Scotland using a neural network model M. Aitkenhead & M. Coull 10.1016/j.geoderma.2015.08.034
- Soil rock fragments: Unquantified players in terrestrial carbon and nitrogen cycles X. Lai et al. 10.1016/j.geoderma.2021.115530
- Investigating the spatio-temporal variability of soil organic carbon stocks in different ecosystems of China S. Wang et al. 10.1016/j.scitotenv.2020.143644
- Disentangling the Factors That Contribute to the Growth of Betula spp. and Cunninghami lanceolata in China Based on Machine Learning Algorithms H. Zhang et al. 10.3390/su14148346
- Applying statistical methods to map soil organic carbon of agricultural lands in northeastern coastal areas of China Z. Bian et al. 10.1080/03650340.2019.1626983
- SOC stocks prediction on the basis of spatial and temporal variation in soil properties by using partial least square regression J. Usman & S. Begum 10.1038/s41598-023-34607-9
- Predicting spatial distribution of soil organic matter using regression approaches at the regional scale (Eastern Azerbaijan, Iran) G. Ebrahimzadeh et al. 10.1007/s10661-021-09416-0
- Controls on fallen leaf chemistry and forest floor element masses in native and novel forests across a tropical island H. Erickson et al. 10.1890/ES13-00263.1
- Fraction analysis of soil phosphorus and dissolved organic matter reveals the release potential of phosphorus and its influencing factors in the submerged area of the Sanhekou Reservoir, China Z. Ge et al. 10.2166/ws.2023.297
- Ensemble Machine Learning Approach Improves Predicted Spatial Variation of Surface Soil Organic Carbon Stocks in Data-Limited Northern Circumpolar Region U. Mishra et al. 10.3389/fdata.2020.528441
- Modelling soil bulk density at the landscape scale and its contributions to C stock uncertainty K. Taalab et al. 10.5194/bg-10-4691-2013
- Organic carbon stocks and sequestration rates of forest soils in Germany E. Grüneberg et al. 10.1111/gcb.12558
- Modelling the topsoil carbon stock of agricultural lands with the Stochastic Gradient Treeboost in a semi-arid Mediterranean region C. Schillaci et al. 10.1016/j.geoderma.2016.10.019
- Game theory interpretation of digital soil mapping convolutional neural networks J. Padarian et al. 10.5194/soil-6-389-2020
- Benchmark values for forest soil carbon stocks in Europe: Results from a large scale forest soil survey B. De Vos et al. 10.1016/j.geoderma.2015.03.008
- Spatio-temporal topsoil organic carbon mapping of a semi-arid Mediterranean region: The role of land use, soil texture, topographic indices and the influence of remote sensing data to modelling C. Schillaci et al. 10.1016/j.scitotenv.2017.05.239
- Warm and Fertile Sub-Humid Conditions Enhance Litterfall to Sustain High Soil Respiration Fluxes in a Mediterranean Cork Oak Forest L. Zribi et al. 10.3390/f6092918
- Kriging based on areal summary statistics data: Effects of within-unit variability on predictions and uncertainties T. Orton et al. 10.1016/j.spasta.2016.11.003
- Spatial distribution of soil organic carbon content in the agricultural land uses: Case study at the territory of the Rahoveci municipality, Kosovo B. BRESİLLA et al. 10.18393/ejss.1244771
- Evaluation of modelling approaches for predicting the spatial distribution of soil organic carbon stocks at the national scale M. Martin et al. 10.1016/j.geoderma.2014.01.005
- Soil carbon stocks and their variability across the forests, shrublands and grasslands of peninsular Spain E. Doblas-Miranda et al. 10.5194/bg-10-8353-2013
- National-scale digital soil mapping performances are related to covariates and sampling density: Lessons from France A. Suleymanov et al. 10.1016/j.geodrs.2024.e00801
- Increasing soil carbon storage: mechanisms, effects of agricultural practices and proxies. A review M. Dignac et al. 10.1007/s13593-017-0421-2
- Factors Governing Total and Permanganate Oxidizable C Pools in Agricultural Soils from Southern Italy G. Badagliacca et al. 10.3390/agriculture10040099
- Enhancing Regional Topsoil Total Nitrogen Mapping Through Differentiated Fusion of Ground Hyperspectral Data and Satellite Images Under Low Vegetation Cover R. He et al. 10.3390/agriculture14122145
- Legume growth and straw retention in sugarcane fields: Effects on crop yield, C and N storage in the central-south Brazil C. Bohórquez-Sánchez et al. 10.1016/j.agee.2023.108374
- Using deep learning for multivariate mapping of soil with quantified uncertainty A. Wadoux 10.1016/j.geoderma.2019.05.012
- Variations in soil organic carbon decompositions of different land use patterns on the tableland of Loess Plateau M. Liu et al. 10.1007/s11356-019-07099-2
- A new approach to estimate soil organic carbon content targets in European croplands topsoils L. Pacini et al. 10.1016/j.scitotenv.2023.165811
- Spatial predictions of the permanent wilting point in arid and semi-arid regions of Northeast China X. Jin et al. 10.1016/j.jhydrol.2018.07.038
- The State of Soil Organic Carbon in Vineyards as Affected by Soil Types and Fertilization Strategies (Tri Morave Region, Serbia) S. Jakšić et al. 10.3390/agronomy11010009
- Prediction Potential of Remote Sensing-Related Variables in the Topsoil Organic Carbon Density of Liaohekou Coastal Wetlands, Northeast China S. Wang et al. 10.3390/rs13204106
- Increased soil organic carbon stocks under agroforestry: A survey of six different sites in France R. Cardinael et al. 10.1016/j.agee.2016.12.011
- Pedogenic controls of soil organic carbon stocks and stability beneath montane Norway spruce forests along a precipitation gradient R. Bösch et al. 10.1016/j.heliyon.2023.e21284
- Assessing bundles of ecosystem services from regional to landscape scale: insights from the French Alps E. Crouzat et al. 10.1111/1365-2664.12502
- Understanding the Impacts of Soil, Climate, and Farming Practices on Soil Organic Carbon Sequestration: A Simulation Study in Australia C. Godde et al. 10.3389/fpls.2016.00661
- Spatial Assessment of Soil Organic Carbon Density Through Random Forests Based Imputation K. Sreenivas et al. 10.1007/s12524-013-0332-x
- Assessment of soil group, site and climatic effects on soil organic carbon stocks of topsoil in Japanese forests K. Nanko et al. 10.1111/ejss.12444
- Spatial variability of soil properties, nitrogen balance and nitrate leaching using digital methods on heterogeneous arable fields in southern Germany J. Schuster et al. 10.1007/s11119-022-09967-3
- Distribution of near-surface permafrost in Alaska: Estimates of present and future conditions N. Pastick et al. 10.1016/j.rse.2015.07.019
- Impact of city historical management on soil organic carbon stocks in Paris (France) A. Cambou et al. 10.1007/s11368-020-02869-9
- Towards a Fishing Pressure Prediction System for a Western Pacific EEZ M. Cimino et al. 10.1038/s41598-018-36915-x
- The impact of natural closed depressions on soil organic carbon storage in eroded loess landscapes of East Poland R. Kołodyńska‐Gawrysiak et al. 10.1002/ldr.4843
- Estimation of carbon stocks in boreal cropland soils ‐ methodological considerations J. Heikkinen et al. 10.1111/ejss.13033
- Spatial variability of organic carbon in sandy soils: Case study of Deliblato Sands (Serbia) R. Kadovic et al. 10.2298/GSF2327029K
- Influence of land use on soil quality and stratification ratios under agro-silvo-pastoral Mediterranean management systems R. Francaviglia et al. 10.1016/j.agee.2013.10.026
- Soil organic carbon stock assessment for the different cropland land uses in Italy T. Chiti et al. 10.1007/s00374-011-0599-4
- Spatial prediction of soil organic carbon stocks in Ghana using legacy data S. Owusu et al. 10.1016/j.geoderma.2019.114008
- Assessing and mapping global climate regulation service loss induced by Terrestrial Transport Infrastructure construction L. Tardieu et al. 10.1016/j.ecoser.2013.02.007
209 citations as recorded by crossref.
- Spatial distribution of soil carbon stocks in a semi-arid region of India T. Mitran et al. 10.1016/j.geodrs.2018.e00192
- Soil organic carbon increases under intensive agriculture in the Central Sands, Wisconsin, USA K. Adhikari & A. Hartemink 10.1016/j.geodrs.2017.07.003
- Understanding the spatial distribution of factors controlling topsoil organic carbon content in European soils M. Rial et al. 10.1016/j.scitotenv.2017.08.012
- Investigating Spatial and Vertical Patterns of Wetland Soil Organic Carbon Concentrations in China’s Western Songnen Plain by Comparing Different Algorithms Y. Ren et al. 10.3390/su12030932
- Soil organic carbon in peninsular Spain: Influence of environmental factors and spatial distribution R. Calvo de Anta et al. 10.1016/j.geoderma.2020.114365
- Comparison of random forest and multiple linear regression models for estimation of soil extracellular enzyme activities in agricultural reclaimed coastal saline land X. Xie et al. 10.1016/j.ecolind.2020.106925
- Assessment of the soil organic carbon stock in Spain J. Rodríguez Martín et al. 10.1016/j.geoderma.2015.10.010
- Estimating soil organic carbon stocks of Swiss forest soils by robust external-drift kriging M. Nussbaum et al. 10.5194/gmd-7-1197-2014
- Multi-model ensemble improved the prediction of trends in soil organic carbon stocks in German croplands C. Riggers et al. 10.1016/j.geoderma.2019.03.014
- Scaling impacts on environmental controls and spatial heterogeneity of soil organic carbon stocks U. Mishra & W. Riley 10.5194/bg-12-3993-2015
- Mapping soil organic carbon on a national scale: Towards an improved and updated map of Madagascar N. Ramifehiarivo et al. 10.1016/j.geodrs.2016.12.002
- Pedotransfer functions to estimate bulk density from soil properties and environmental covariates: Rio Doce basin E. Souza et al. 10.1590/0103-9016-2015-0485
- Modelling daily to seasonal carbon fluxes and annual net ecosystem carbon balance of cereal grain-cropland using DailyDayCent: A model data comparison N. Senapati et al. 10.1016/j.agee.2017.10.003
- Extracting Knowledge from Big Data for Sustainability: A Comparison of Machine Learning Techniques R. Garg et al. 10.3390/su11236669
- Soil organic carbon stocks in an investigated watershed transect linked to ecological restoration practices on the Loess Plateau Y. Huang et al. 10.1002/ldr.3785
- Comparison of spatial association approaches for landscape mapping of soil organic carbon stocks B. Miller et al. 10.5194/soil-1-217-2015
- Identification of the co-existence of low total organic carbon contents and low pH values in agricultural soil in north-central Europe using hot spot analysis based on GEMAS project data H. Xu et al. 10.1016/j.scitotenv.2019.04.382
- Topography and Soil Organic Carbon in Subtropical Forests of China T. Zhou et al. 10.3390/f14051023
- Total soil organic carbon and carbon sequestration potential in Nigeria S. Akpa et al. 10.1016/j.geoderma.2016.02.021
- Agricultural soil organic carbon stocks in the north-eastern Iberian Peninsula: Drivers and spatial variability I. Funes et al. 10.1016/j.scitotenv.2019.02.317
- Assessing the carbon sequestration potential and identifying influential factors of cultivated soils in Northeast China S. Wang et al. 10.1016/j.geodrs.2023.e00655
- Patterns and Predictors of Recent Forest Conversion in New England A. Thorn et al. 10.3390/land5030030
- Organic carbon stocks in Mediterranean soil types under different land uses (Southern Spain) M. Muñoz-Rojas et al. 10.5194/se-3-375-2012
- Data-mining analysis of the global distribution of soil carbon in observational databases and Earth system models S. Hashimoto et al. 10.5194/gmd-10-1321-2017
- Soil organic matter changes under experimental pedoclimatic modifications in mountain grasslands of the French Alps N. Khedim et al. 10.1016/j.geoderma.2022.116238
- Principal Drivers of Fungal Communities Associated with Needles, Shoots, Roots and Adjacent Soil of Pinus sylvestris D. Marčiulynienė et al. 10.3390/jof8101112
- Spatial-Temporal Changes of Soil Organic Carbon Content in Wafangdian, China S. Wang et al. 10.3390/su8111154
- Bulk density and coarse fragment content of the French soil monitoring network for better assessment of changes of soil organic carbon stocks J. Munera-Echeverri et al. 10.1016/j.catena.2024.108609
- Patterns and abiotic drivers of soil organic carbon in perennial tea (Camellia sinensis L.) plantation system of China X. Yang et al. 10.1016/j.envres.2023.116925
- Soil Organic Matter Accumulation and Carbon Fractions along a Moisture Gradient of Forest Soils E. Błońska & J. Lasota 10.3390/f8110448
- A multi-factor weighted regression approach for estimating the spatial distribution of soil organic carbon in grasslands S. Wang et al. 10.1016/j.catena.2018.10.050
- Spatial distribution of Lindane concentration in topsoil across France T. Orton et al. 10.1016/j.scitotenv.2012.10.103
- Throughfall under a teak plantation in Thailand: a multifactorial analysis on the effects of canopy phenology and meteorological conditions N. Tanaka et al. 10.1007/s00484-014-0926-1
- Elemental stoichiometry and Rock-Eval® thermal stability of organic matter in French topsoils A. Delahaie et al. 10.5194/soil-9-209-2023
- Spatial distribution pattern of soil organic matter in the wind erosion region of northeastern China based on the cokriging method X. Wu et al. 10.1016/j.catena.2024.108575
- Influence of Land Use and Topographic Factors on Soil Organic Carbon Stocks and Their Spatial and Vertical Distribution K. Blackburn et al. 10.3390/rs14122846
- Modelling nitrous oxide emissions from mown-grass and grain-cropping systems: Testing and sensitivity analysis of DailyDayCent using high frequency measurements N. Senapati et al. 10.1016/j.scitotenv.2016.07.226
- Comparing machine learning algorithms for predicting and digitally mapping surface soil available phosphorous: a case study from southwestern Iran S. Hojati et al. 10.1007/s11119-023-10099-5
- A high-resolution map of soil organic carbon in cropland of Southern China B. Hu et al. 10.1016/j.catena.2024.107813
- Assessment of Pinus halepensis Forests’ Vulnerability Using the Temporal Dynamics of Carbon Stocks and Fire Traits in Tunisia F. Rezgui et al. 10.3390/fire7060204
- Predictive Mapping of Topsoil Organic Carbon in an Alpine Environment Aided by Landsat TM R. Yang et al. 10.1371/journal.pone.0139042
- Comparison between Random Forests, Artificial Neural Networks and Gradient Boosted Machines Methods of On-Line Vis-NIR Spectroscopy Measurements of Soil Total Nitrogen and Total Carbon S. Nawar & A. Mouazen 10.3390/s17102428
- Spatial-temporal variations and driving factors of soil organic carbon in forest ecosystems of Northeast China S. Wang et al. 10.1016/j.fecs.2023.100101
- Fine resolution map of top- and subsoil carbon sequestration potential in France S. Chen et al. 10.1016/j.scitotenv.2018.02.209
- Soil organic carbon in Italian forests and agroecosystems: Estimating current stock and future changes with a spatial modelling approach A. Caddeo et al. 10.1016/j.agrformet.2019.107654
- Effects of temperature and grazing on soil organic carbon storage in grasslands along the Eurasian steppe eastern transect Y. Zhao et al. 10.1371/journal.pone.0186980
- Light to moderate long-term grazing enhances ecosystem carbon across a broad climatic gradient in northern temperate grasslands E. Bork et al. 10.1016/j.scitotenv.2023.164978
- Soil organic carbon stocks in southeast Germany (Bavaria) as affected by land use, soil type and sampling depth M. Wiesmeier et al. 10.1111/j.1365-2486.2012.02699.x
- Quantifying Soil Organic Carbon Sequestration Potentials in Cultivated Land Ecosystems in Northeast China S. Wang et al. 10.2139/ssrn.4157091
- Insights of Machine Learning Approach for Soil Fertility Assessment and Management Strategy S. Muthulakshmi et al. 10.1080/00103624.2024.2416920
- Spatial variation of organic carbon density in topsoils of a typical subtropical forest, southeastern China W. Dai et al. 10.1016/j.catena.2018.04.040
- Experimental Precipitation Reduction Slows Down Litter Decomposition but Exhibits Weak to No Effect on Soil Organic Carbon and Nitrogen Stocks in Three Mediterranean Forests of Southern France M. Santonja et al. 10.3390/f13091485
- Effects of Climate on Variation of Soil Organic Carbon and Alkali-Hydrolyzed Nitrogen in Subtropical Forests: A Case Study of Zhejiang Province, China X. Cheng et al. 10.3390/f14050914
- Impact of Land Use and Land Cover Changes on Organic Carbon Stocks in Mediterranean Soils (1956–2007) M. Muñoz‐Rojas et al. 10.1002/ldr.2194
- A new baseline of organic carbon stock in European agricultural soils using a modelling approach E. Lugato et al. 10.1111/gcb.12292
- Comparison of boosted regression tree and random forest models for mapping topsoil organic carbon concentration in an alpine ecosystem R. Yang et al. 10.1016/j.ecolind.2015.08.036
- Mapping soil organic carbon stocks of northeastern China using expert knowledge and GIS-based methods X. Song et al. 10.1007/s11769-017-0869-7
- The impacts of CENTURY model initialization scenarios on soil organic carbon dynamics simulation in French long-term experiments B. Dimassi et al. 10.1016/j.geoderma.2017.09.038
- Spatial variation and temporal decline (1985–2017) of soil organic carbon stocks (SOCS) in relation to land use types in Tombel area, South-West Cameroon C. Nguemezi et al. 10.1016/j.still.2021.105114
- National versus global modelling the 3D distribution of soil organic carbon in mainland France V. Mulder et al. 10.1016/j.geoderma.2015.08.035
- Impact of future climate warming on soil organic carbon stocks in Inner Mongolia, China S. Wang et al. 10.1016/j.ecolind.2023.111208
- Water-extractable organic matter linked to soil physico-chemistry and microbiology at the regional scale J. Guigue et al. 10.1016/j.soilbio.2015.02.016
- The legacy of acidic deposition controls soil organic carbon pools in temperate forests across theCzechRepublic T. Chuman et al. 10.1111/ejss.13073
- Geographical Modeling of Spatial Interaction between Built-Up Land Sprawl and Cultivated Landscape Eco-Security under Urbanization Gradient H. Cai et al. 10.3390/su11195513
- Impact of phyllosilicate mineralogy on organic carbon stabilization in soils: incomplete knowledge and exciting prospects P. Barré et al. 10.1016/j.geoderma.2014.07.029
- Eighty-metre resolution 3D soil-attribute maps for Tasmania, Australia D. Kidd et al. 10.1071/SR14268
- Coupling multi-sensory earth observation datasets, in-situ measurements, and machine learning algorithms for total blue C stock estimation of an estuarine mangrove forest D. Datta et al. 10.1016/j.foreco.2023.121345
- Spatially distributed modelling and mapping of soil organic carbon and total nitrogen stocks in the Eastern Mau Forest Reserve, Kenya K. Were et al. 10.1007/s11442-016-1257-4
- Topsoil carbon sequestration of vegetation restoration on the Loess Plateau Y. Huang et al. 10.1016/j.ecoleng.2022.106570
- Spatial-Temporal Variations and Driving Factors of Soil Organic Carbon Stocks in Topsoils of Forest Ecosystems of Northeast China S. Wang et al. 10.2139/ssrn.4129089
- 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 K. Were et al. 10.1016/j.ecolind.2014.12.028
- Prediction of Regional Forest Soil Nutrients Based on Gaofen-1 Remote Sensing Data Y. Li et al. 10.3390/f12111430
- Bayesian spatial modelling of soil properties and their uncertainty: The example of soil organic matter in Scotland using R-INLA L. Poggio et al. 10.1016/j.geoderma.2016.04.026
- The effects of slope and altitude on soil organic carbon and clay content in different land-uses: A case study in the Czech Republic S. Nozari & L. Borůvka 10.17221/105/2022-SWR
- Satellite Imagery to Map Topsoil Organic Carbon Content over Cultivated Areas: An Overview E. Vaudour et al. 10.3390/rs14122917
- Spatiotemporal Distribution Characteristics of Soil Organic Carbon in Newborn Coastal Wetlands of the Yellow River Delta Estuary J. Yu et al. 10.1002/clen.201100511
- Spatial variability and landscape controls of near‐surface permafrost within the Alaskan Yukon River Basin N. Pastick et al. 10.1002/2013JG002594
- Predicting soil organic carbon stocks in different layers of forest soils in the Czech Republic V. Oppong Sarkodie et al. 10.1016/j.geodrs.2023.e00658
- Investigating spatially varying relationships between total organic carbon contents and pH values in European agricultural soil using geographically weighted regression H. Xu & C. Zhang 10.1016/j.scitotenv.2020.141977
- No silver bullet for digital soil mapping: country-specific soil organic carbon estimates across Latin America M. Guevara et al. 10.5194/soil-4-173-2018
- Mechanisms driving spatial and temporal changes in soil organic carbon stocks in saline soils in a typical county of the western Songnen Plain, northeast China B. Liang et al. 10.1071/SR23198
- Modeling of Soil Functions for Assessing Soil Quality: Soil Biodiversity and Habitat Provisioning J. van Leeuwen et al. 10.3389/fenvs.2019.00113
- Advancements in Soil Quality Assessment: A Comprehensive Review of Machine Learning and AI-Driven Approaches for Nutrient Deficiency Analysis S. Barathkumar et al. 10.1080/00103624.2024.2406484
- Fertilization effects on organic matter of arable soils in diverse environmental conditions of the Czech Republic T. Šimon et al. 10.1080/03650340.2018.1525704
- Interactive impacts of climate change and agricultural management on soil organic carbon sequestration potential of cropland in China over the coming decades Y. Wang et al. 10.1016/j.scitotenv.2022.153018
- Evaluating erosion risk models in a Scottish catchment using organic carbon fingerprinting C. Wiltshire et al. 10.1007/s11368-024-03850-6
- Organic carbon contents of mineral grassland soils in Switzerland over the last 30 years J. Moll-Mielewczik et al. 10.1016/j.agee.2022.108258
- Geological control of soil organic carbon and nitrogen stocks at the landscape scale P. Barré et al. 10.1016/j.geoderma.2016.09.029
- Soil organic carbon storage by shaded and unshaded coffee systems and its implications for climate change mitigation in China Z. Xiao et al. 10.1017/S002185962100006X
- Climate-sensitive spatial variability of soil organic carbon in multiple forests, Central China C. Shen et al. 10.1016/j.gecco.2023.e02555
- Soil organic carbon to clay ratio in different pedoclimatic and agronomic conditions in northeastern North America I. Chahal et al. 10.1016/j.geodrs.2024.e00893
- Stocks of organic carbon in German agricultural soils—Key results of the first comprehensive inventory C. Poeplau et al. 10.1002/jpln.202000113
- Organic Fertilisation Increases C and N Stocks and Reduces Soil Organic Matter Stability in Mediterranean Vegetable Gardens J. Garcia‐Pausas et al. 10.1002/ldr.2569
- Spatial prediction of soil organic matter content integrating artificial neural network and ordinary kriging in Tibetan Plateau F. Dai et al. 10.1016/j.ecolind.2014.04.003
- Estimation of Soil Carbon Input in France: An Inverse Modelling Approach J. MEERSMANS et al. 10.1016/S1002-0160(13)60035-1
- Properties of humic acids depending on the land use in different parts of Slovakia M. Banach-Szott et al. 10.1007/s11356-021-14616-9
- National-scale mapping of soil organic carbon stock in France: New insights and lessons learned by direct and indirect approaches Z. Chen et al. 10.1016/j.seh.2023.100049
- Understanding large‐extent controls of soil organic carbon storage in relation to soil depth and soil‐landscape systems V. Mulder et al. 10.1002/2015GB005178
- Remote Sensing Data for Digital Soil Mapping in French Research—A Review A. Richer-de-Forges et al. 10.3390/rs15123070
- Digital Mapping of Agricultural Soil Organic Carbon Using Soil Forming Factors: A Review of Current Efforts at the Regional and National Scales Y. Xia et al. 10.3389/fsoil.2022.890437
- Four approaches to setting soil health targets and thresholds in agricultural soils A. Matson et al. 10.1016/j.jenvman.2024.123141
- Predictive mapping of soil organic carbon stocks in South Australia’s agricultural zone C. Liddicoat et al. 10.1071/SR15100
- Factors controlling soil organic carbon with depth at the basin scale L. Wang et al. 10.1016/j.catena.2022.106478
- Unravelling spatial drivers of topsoil total carbon variability in tropical paddy soils of Sri Lanka T. Paranavithana et al. 10.1016/j.geodrs.2023.e00745
- Incorporation of high accuracy surface modeling into machine learning to improve soil organic matter mapping Z. Wang et al. 10.1016/j.ecolind.2021.107975
- Alaskan soil carbon stocks: spatial variability and dependence on environmental factors U. Mishra & W. Riley 10.5194/bg-9-3637-2012
- Improving the Spatial Prediction of Soil Organic Carbon Stocks in a Complex Tropical Mountain Landscape by Methodological Specifications in Machine Learning Approaches M. Ließ et al. 10.1371/journal.pone.0153673
- Building a pedotransfer function for soil bulk density on regional dataset and testing its validity over a larger area S. Chen et al. 10.1016/j.geoderma.2017.10.009
- Spatial distribution of soil organic carbon in the ecologically fragile Horqin Grassland of northeastern China Y. Li et al. 10.1016/j.geoderma.2018.03.032
- Shapley values reveal the drivers of soil organic carbon stock prediction A. Wadoux et al. 10.5194/soil-9-21-2023
- Ultrahigh-resolution FT-ICR mass spectrometry for molecular characterisation of pressurised hot water-extractable organic matter in soils J. Guigue et al. 10.1007/s10533-016-0209-5
- Carbon and nitrogen stocks under various land cover in Gabon M. Gaël et al. 10.1016/j.geodrs.2021.e00363
- Changes in carbon fractions with corn straw incorporation and comparison of carbon sequestration efficiency in Phaeozem derived from two parent materials in China N. Hu et al. 10.1007/s12517-021-07587-1
- Using boosted regression trees to explore key factors controlling saturated and near‐saturated hydraulic conductivity H. Jorda et al. 10.1111/ejss.12249
- Definitions and methods to estimate regional land carbon fluxes for the second phase of the REgional Carbon Cycle Assessment and Processes Project (RECCAP-2) P. Ciais et al. 10.5194/gmd-15-1289-2022
- Impact of soil compaction on soil biodiversity – does it matter in urban context? C. Devigne et al. 10.1007/s11252-016-0547-z
- Impact of soil and water conservation on soil organic carbon content in a catchment of the middle Han River, China G. Xu et al. 10.1007/s12665-015-4749-0
- Predicting Scottish topsoil organic matter content from colour and environmental factors M. Aitkenhead et al. 10.1111/ejss.12199
- Pedotransfer functions for Irish soils – estimation of bulk density (<i>ρ</i><sub>b</sub>) per horizon type B. Reidy et al. 10.5194/soil-2-25-2016
- A review on digital mapping of soil carbon in cropland: progress, challenge, and prospect H. Huang et al. 10.1088/1748-9326/aca41e
- Response to “Restoring lost soil carbon, reply to Soinne et al.” by Mattila and Liski H. Soinne et al. 10.1016/j.jenvman.2024.122493
- Effects of slope position, aspect and cropping system on soil nutrient variability in hilly areas Y. Gou et al. 10.1071/SR14113
- Mapping of soil properties at high resolution in Switzerland using boosted geoadditive models M. Nussbaum et al. 10.5194/soil-3-191-2017
- Disentangling the factors that contribute to variation in forest biomass increments in the mid-subtropical forests of China Y. Ren et al. 10.1007/s11676-016-0237-y
- Combining Artificial Neural Network and Ordinary Kriging to Predict Wetland Soil Organic Carbon Concentration in China’s Liao River Basin Y. Kang et al. 10.3390/s20247005
- Feasibility of the 4 per 1000 initiative in Bavaria: A reality check of agricultural soil management and carbon sequestration scenarios M. Wiesmeier et al. 10.1016/j.geoderma.2020.114333
- Quantifying and mapping topsoil inorganic carbon concentrations and stocks: approaches tested in France B. Marchant et al. 10.1111/sum.12158
- A high resolution map of French soil organic carbon J. Meersmans et al. 10.1007/s13593-012-0086-9
- Soil Carbon Investigation in Three Pedoclimatic and Agronomic Settings of Northern Italy V. Brombin et al. 10.3390/su122410539
- Distribution and landscape controls of organic layer thickness and carbon within the Alaskan Yukon River Basin N. Pastick et al. 10.1016/j.geoderma.2014.04.008
- Temporal and spatial changes in soil organic carbon and soil inorganic carbon stocks in the semi-arid area of northeast China S. Wang et al. 10.1016/j.ecolind.2022.109776
- Soil carbon stocks under different land uses and the applicability of the soil carbon saturation concept S. Chen et al. 10.1016/j.still.2018.11.001
- Soil organic carbon storage as a key function of soils - A review of drivers and indicators at various scales M. Wiesmeier et al. 10.1016/j.geoderma.2018.07.026
- Spatial prediction of soil organic carbon stock using a linear model of coregionalisation T. Orton et al. 10.1016/j.geoderma.2014.04.016
- Digital mapping of soil carbon fractions with machine learning H. Keskin et al. 10.1016/j.geoderma.2018.12.037
- Mapping total soil nitrogen from a site in northeastern China S. Wang et al. 10.1016/j.catena.2018.03.023
- Responses of soil carbon sequestration to climate‐smart agriculture practices: A meta‐analysis X. Bai et al. 10.1111/gcb.14658
- Effects of Cultivation and Alternative Vineyard Management Practices on Soil Carbon Storage in Diverse Mediterranean Landscapes: A Review of the Literature J. Eldon & A. Gershenson 10.1080/21683565.2015.1007407
- Soil organic carbon content and storage of raised field wetlands in different functional zones of a typical shallow freshwater lake, China L. Huang et al. 10.1071/SR12236
- Prediction of soil organic carbon and the C:N ratio on a national scale using machine learning and satellite data: A comparison between Sentinel-2, Sentinel-3 and Landsat-8 images T. Zhou et al. 10.1016/j.scitotenv.2020.142661
- Impact of alley cropping agroforestry on stocks, forms and spatial distribution of soil organic carbon — A case study in a Mediterranean context R. Cardinael et al. 10.1016/j.geoderma.2015.06.015
- Soil carbon and nitrogen stocks along the altitudinal gradient of the Darjeeling Himalayas, India S. Devi & S. Sherpa 10.1007/s10661-019-7470-8
- Assessing the spatial variability of soil organic carbon stocks in an alpine setting (Grindelwald, Swiss Alps) U. Hoffmann et al. 10.1016/j.geoderma.2014.04.038
- Assessing countrywide soil organic carbon stock using hybrid machine learning modelling and legacy soil data in Cameroon F. Silatsa et al. 10.1016/j.geoderma.2020.114260
- Variations in the biomass of Eucalyptus plantations at a regional scale in Southern China Q. Qiu et al. 10.1007/s11676-017-0534-0
- Dynamic soil functions assessment employing land use and climate scenarios at regional scale E. Jost et al. 10.1016/j.jenvman.2021.112318
- National-scale 3D mapping of soil organic carbon in a Japanese forest considering microtopography and tephra deposition N. Yamashita et al. 10.1016/j.geoderma.2021.115534
- Predicting soil organic carbon stocks under future land use and climate change conditions in Northeast China S. Wang et al. 10.1016/j.eiar.2023.107278
- Large-scale regionalization of water table depth in peatlands optimized for greenhouse gas emission upscaling M. Bechtold et al. 10.5194/hess-18-3319-2014
- Role of environmental variables in the spatial distribution of soil carbon (C), nitrogen (N), and C:N ratio from the northeastern coastal agroecosystems in China S. Wang et al. 10.1016/j.ecolind.2017.08.046
- The implication of input data aggregation on up-scaling soil organic carbon changes B. Grosz et al. 10.1016/j.envsoft.2017.06.046
- Digital mapping of soil organic and inorganic carbon status in India K. Sreenivas et al. 10.1016/j.geoderma.2016.02.002
- Predicting Soil Organic Carbon and Soil Nitrogen Stocks in Topsoil of Forest Ecosystems in Northeastern China Using Remote Sensing Data S. Wang et al. 10.3390/rs12071115
- Soil organic carbon in the Sanjiang Plain of China: storage, distribution and controlling factors D. Mao et al. 10.5194/bg-12-1635-2015
- How to map soil organic carbon stocks in highly urbanized regions? V. Vasenev et al. 10.1016/j.geoderma.2014.03.007
- Application of predictor variables to support regression kriging for the spatial distribution of soil organic carbon stocks in native temperate grasslands Y. Li et al. 10.1007/s11368-022-03370-1
- The trend of soil organic carbon fractions related to the successions of different vegetation types on the tableland of the Loess Plateau of China M. Liu et al. 10.1007/s11368-020-02710-3
- Deterministic and geostatistical models for predicting soil organic carbon in a 60 ha farm on Inceptisol in Varanasi, India B. Sahu et al. 10.1016/j.geodrs.2021.e00413
- A novel soil organic C model using climate, soil type and management data at the national scale in France J. Meersmans et al. 10.1007/s13593-012-0085-x
- Factors controlling the spatial distribution of soil organic carbon in the Chinese medicine producing area of NW China1 M. He et al. 10.3389/fsoil.2022.877261
- National scale 3D modelling of soil organic carbon stocks with uncertainty propagation — An example from Scotland L. Poggio & A. Gimona 10.1016/j.geoderma.2014.05.004
- Digital mapping of soil organic carbon at multiple depths using different data mining techniques in Baneh region, Iran R. Taghizadeh-Mehrjardi et al. 10.1016/j.geoderma.2015.12.003
- Mapping stocks of soil organic carbon and soil total nitrogen in Liaoning Province of China S. Wang et al. 10.1016/j.geoderma.2017.05.048
- TEMPORAL STABILITY OF TOTAL ORGANIC CARBON OF SOILS UNDER DIFFERENT USES IN THE CAATINGA BIOME V. LOURENÇO et al. 10.1590/1983-21252019v32n320rc
- Mapping of Soil Total Nitrogen Content in the Middle Reaches of the Heihe River Basin in China Using Multi-Source Remote Sensing-Derived Variables T. Zhou et al. 10.3390/rs11242934
- A simple soil organic carbon level metric beyond the organic carbon‐to‐clay ratio C. Poeplau & A. Don 10.1111/sum.12921
- Understanding drivers of the spatial variability of soil organic carbon in China's terrestrial ecosystems Y. Li et al. 10.1002/ldr.4917
- A novel seasonal index–based machine learning approach for air pollution forecasting A. Khan et al. 10.1007/s10661-022-10092-x
- Digital Mapping of Soil Organic Carbon Contents and Stocks in Denmark K. Adhikari et al. 10.1371/journal.pone.0105519
- Mapping soil carbon stocks across Scotland using a neural network model M. Aitkenhead & M. Coull 10.1016/j.geoderma.2015.08.034
- Soil rock fragments: Unquantified players in terrestrial carbon and nitrogen cycles X. Lai et al. 10.1016/j.geoderma.2021.115530
- Investigating the spatio-temporal variability of soil organic carbon stocks in different ecosystems of China S. Wang et al. 10.1016/j.scitotenv.2020.143644
- Disentangling the Factors That Contribute to the Growth of Betula spp. and Cunninghami lanceolata in China Based on Machine Learning Algorithms H. Zhang et al. 10.3390/su14148346
- Applying statistical methods to map soil organic carbon of agricultural lands in northeastern coastal areas of China Z. Bian et al. 10.1080/03650340.2019.1626983
- SOC stocks prediction on the basis of spatial and temporal variation in soil properties by using partial least square regression J. Usman & S. Begum 10.1038/s41598-023-34607-9
- Predicting spatial distribution of soil organic matter using regression approaches at the regional scale (Eastern Azerbaijan, Iran) G. Ebrahimzadeh et al. 10.1007/s10661-021-09416-0
- Controls on fallen leaf chemistry and forest floor element masses in native and novel forests across a tropical island H. Erickson et al. 10.1890/ES13-00263.1
- Fraction analysis of soil phosphorus and dissolved organic matter reveals the release potential of phosphorus and its influencing factors in the submerged area of the Sanhekou Reservoir, China Z. Ge et al. 10.2166/ws.2023.297
- Ensemble Machine Learning Approach Improves Predicted Spatial Variation of Surface Soil Organic Carbon Stocks in Data-Limited Northern Circumpolar Region U. Mishra et al. 10.3389/fdata.2020.528441
- Modelling soil bulk density at the landscape scale and its contributions to C stock uncertainty K. Taalab et al. 10.5194/bg-10-4691-2013
- Organic carbon stocks and sequestration rates of forest soils in Germany E. Grüneberg et al. 10.1111/gcb.12558
- Modelling the topsoil carbon stock of agricultural lands with the Stochastic Gradient Treeboost in a semi-arid Mediterranean region C. Schillaci et al. 10.1016/j.geoderma.2016.10.019
- Game theory interpretation of digital soil mapping convolutional neural networks J. Padarian et al. 10.5194/soil-6-389-2020
- Benchmark values for forest soil carbon stocks in Europe: Results from a large scale forest soil survey B. De Vos et al. 10.1016/j.geoderma.2015.03.008
- Spatio-temporal topsoil organic carbon mapping of a semi-arid Mediterranean region: The role of land use, soil texture, topographic indices and the influence of remote sensing data to modelling C. Schillaci et al. 10.1016/j.scitotenv.2017.05.239
- Warm and Fertile Sub-Humid Conditions Enhance Litterfall to Sustain High Soil Respiration Fluxes in a Mediterranean Cork Oak Forest L. Zribi et al. 10.3390/f6092918
- Kriging based on areal summary statistics data: Effects of within-unit variability on predictions and uncertainties T. Orton et al. 10.1016/j.spasta.2016.11.003
- Spatial distribution of soil organic carbon content in the agricultural land uses: Case study at the territory of the Rahoveci municipality, Kosovo B. BRESİLLA et al. 10.18393/ejss.1244771
- Evaluation of modelling approaches for predicting the spatial distribution of soil organic carbon stocks at the national scale M. Martin et al. 10.1016/j.geoderma.2014.01.005
- Soil carbon stocks and their variability across the forests, shrublands and grasslands of peninsular Spain E. Doblas-Miranda et al. 10.5194/bg-10-8353-2013
- National-scale digital soil mapping performances are related to covariates and sampling density: Lessons from France A. Suleymanov et al. 10.1016/j.geodrs.2024.e00801
- Increasing soil carbon storage: mechanisms, effects of agricultural practices and proxies. A review M. Dignac et al. 10.1007/s13593-017-0421-2
- Factors Governing Total and Permanganate Oxidizable C Pools in Agricultural Soils from Southern Italy G. Badagliacca et al. 10.3390/agriculture10040099
- Enhancing Regional Topsoil Total Nitrogen Mapping Through Differentiated Fusion of Ground Hyperspectral Data and Satellite Images Under Low Vegetation Cover R. He et al. 10.3390/agriculture14122145
- Legume growth and straw retention in sugarcane fields: Effects on crop yield, C and N storage in the central-south Brazil C. Bohórquez-Sánchez et al. 10.1016/j.agee.2023.108374
- Using deep learning for multivariate mapping of soil with quantified uncertainty A. Wadoux 10.1016/j.geoderma.2019.05.012
- Variations in soil organic carbon decompositions of different land use patterns on the tableland of Loess Plateau M. Liu et al. 10.1007/s11356-019-07099-2
- A new approach to estimate soil organic carbon content targets in European croplands topsoils L. Pacini et al. 10.1016/j.scitotenv.2023.165811
- Spatial predictions of the permanent wilting point in arid and semi-arid regions of Northeast China X. Jin et al. 10.1016/j.jhydrol.2018.07.038
- The State of Soil Organic Carbon in Vineyards as Affected by Soil Types and Fertilization Strategies (Tri Morave Region, Serbia) S. Jakšić et al. 10.3390/agronomy11010009
- Prediction Potential of Remote Sensing-Related Variables in the Topsoil Organic Carbon Density of Liaohekou Coastal Wetlands, Northeast China S. Wang et al. 10.3390/rs13204106
- Increased soil organic carbon stocks under agroforestry: A survey of six different sites in France R. Cardinael et al. 10.1016/j.agee.2016.12.011
- Pedogenic controls of soil organic carbon stocks and stability beneath montane Norway spruce forests along a precipitation gradient R. Bösch et al. 10.1016/j.heliyon.2023.e21284
- Assessing bundles of ecosystem services from regional to landscape scale: insights from the French Alps E. Crouzat et al. 10.1111/1365-2664.12502
- Understanding the Impacts of Soil, Climate, and Farming Practices on Soil Organic Carbon Sequestration: A Simulation Study in Australia C. Godde et al. 10.3389/fpls.2016.00661
- Spatial Assessment of Soil Organic Carbon Density Through Random Forests Based Imputation K. Sreenivas et al. 10.1007/s12524-013-0332-x
- Assessment of soil group, site and climatic effects on soil organic carbon stocks of topsoil in Japanese forests K. Nanko et al. 10.1111/ejss.12444
- Spatial variability of soil properties, nitrogen balance and nitrate leaching using digital methods on heterogeneous arable fields in southern Germany J. Schuster et al. 10.1007/s11119-022-09967-3
- Distribution of near-surface permafrost in Alaska: Estimates of present and future conditions N. Pastick et al. 10.1016/j.rse.2015.07.019
9 citations as recorded by crossref.
- Impact of city historical management on soil organic carbon stocks in Paris (France) A. Cambou et al. 10.1007/s11368-020-02869-9
- Towards a Fishing Pressure Prediction System for a Western Pacific EEZ M. Cimino et al. 10.1038/s41598-018-36915-x
- The impact of natural closed depressions on soil organic carbon storage in eroded loess landscapes of East Poland R. Kołodyńska‐Gawrysiak et al. 10.1002/ldr.4843
- Estimation of carbon stocks in boreal cropland soils ‐ methodological considerations J. Heikkinen et al. 10.1111/ejss.13033
- Spatial variability of organic carbon in sandy soils: Case study of Deliblato Sands (Serbia) R. Kadovic et al. 10.2298/GSF2327029K
- Influence of land use on soil quality and stratification ratios under agro-silvo-pastoral Mediterranean management systems R. Francaviglia et al. 10.1016/j.agee.2013.10.026
- Soil organic carbon stock assessment for the different cropland land uses in Italy T. Chiti et al. 10.1007/s00374-011-0599-4
- Spatial prediction of soil organic carbon stocks in Ghana using legacy data S. Owusu et al. 10.1016/j.geoderma.2019.114008
- Assessing and mapping global climate regulation service loss induced by Terrestrial Transport Infrastructure construction L. Tardieu et al. 10.1016/j.ecoser.2013.02.007
Saved (final revised paper)
Saved (final revised paper)
Saved (preprint)
Latest update: 13 Dec 2024
Altmetrics
Final-revised paper
Preprint