标题
Digital mapping of GlobalSoilMap soil properties at a broad scale: A review
作者
关键词
Soil Information, GlobalSoilMap, Digital Soil Mapping, Predictive Models, Environmental Covariates, Model Performance and Uncertainty
出版物
GEODERMA
Volume 409, Issue -, Pages 115567
出版商
Elsevier BV
发表日期
2021-12-01
DOI
10.1016/j.geoderma.2021.115567
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- Feasibility of the 4 per 1000 aspirational target for soil carbon. A case study for France
- (2021) Manuel Pascal Martin et al. GLOBAL CHANGE BIOLOGY
- Organic carbon storage potential of cropland topsoils in East China: Indispensable roles of cropping systems and soil managements
- (2021) Wanzhu Ma et al. SOIL & TILLAGE RESEARCH
- Soils and sustainable development goals of the United Nations: An International Union of Soil Sciences perspective
- (2021) Rattan Lal et al. Geoderma Regional
- Comparison on two case‐based reasoning strategies of automatically selecting terrain covariates for digital soil mapping
- (2021) Peng Liang et al. Transactions in GIS
- Quantile regression as a generic approach for estimating uncertainty of digital soil maps produced from machine-learning
- (2021) Babak Kasraei et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Evaluating validation strategies on the performance of soil property prediction from regional to continental spectral data
- (2021) Songchao Chen et al. GEODERMA
- A deep learning method to predict soil organic carbon content at a regional scale using satellite-based phenology variables
- (2021) Lin Yang et al. International Journal of Applied Earth Observation and Geoinformation
- Impressions of digital soil maps: The good, the not so good, and making them ever better
- (2020) Dominique Arrouays et al. Geoderma Regional
- Digital soil mapping and GlobalSoilMap. Main advances and ways forward
- (2020) Dominique Arrouays et al. Geoderma Regional
- Assessing countrywide soil organic carbon stock using hybrid machine learning modelling and legacy soil data in Cameroon
- (2020) Francis B.T. Silatsa et al. GEODERMA
- Construction of land surface dynamic feedback for digital soil mapping considering the spatial heterogeneity of rainfall magnitude
- (2020) Canying Zeng et al. CATENA
- The colluvium and alluvium problem: Historical review and current state of definitions
- (2020) Bradley A. Miller et al. EARTH-SCIENCE REVIEWS
- A trustworthiness indicator to select sample points for the individual predictive soil mapping method (iPSM)
- (2020) Jing Liu et al. GEODERMA
- Comparison of conditioned Latin hypercube and feature space coverage sampling for predicting soil classes using simulation from soil maps
- (2020) Tianwu Ma et al. GEODERMA
- Feasibility of the 4 per 1000 initiative in Bavaria: A reality check of agricultural soil management and carbon sequestration scenarios
- (2020) Martin Wiesmeier et al. GEODERMA
- High-resolution digital mapping of soil organic carbon and soil total nitrogen using DEM derivatives, Sentinel-1 and Sentinel-2 data based on machine learning algorithms
- (2020) Tao Zhou et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Importance and strength of environmental controllers of soil organic carbon changes with scale
- (2020) K. Adhikari et al. GEODERMA
- Multi-task convolutional neural networks outperformed random forest for mapping soil particle size fractions in central Iran
- (2020) R. Taghizadeh-Mehrjardi et al. GEODERMA
- Analysing the impact of soil spatial sampling on the performances of Digital Soil Mapping models and their evaluation: A numerical experiment on Quantile Random Forest using clay contents obtained from Vis-NIR-SWIR hyperspectral imagery
- (2020) P. Lagacherie et al. GEODERMA
- Spatial validation reveals poor predictive performance of large-scale ecological mapping models
- (2020) Pierre Ploton et al. Nature Communications
- National Scale 3D Mapping of Soil pH Using a Data Augmentation Approach
- (2020) Pierre Roudier et al. Remote Sensing
- Digital soil assessment delivers impact across scales in Australia and the Philippines
- (2020) Michael J. Grundy et al. Geoderma Regional
- Soil surveyor knowledge in digital soil mapping and assessment in Australia
- (2020) Elisabeth N. Bui et al. Geoderma Regional
- 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
- (2020) Thomas Loiseau et al. Geoderma Regional
- Developing pedotransfer functions to harmonize extractable soil phosphorus content measured with different methods: A case study across the mainland of France
- (2020) Bifeng Hu et al. GEODERMA
- Legacy data-based national-scale digital mapping of key soil properties in India
- (2020) Nagarjuna N. Reddy et al. GEODERMA
- Perspectives on validation in digital soil mapping of continuous attributes—A review
- (2020) Kristin Piikki et al. SOIL USE AND MANAGEMENT
- Operationalising digital soil mapping – Lessons from Australia
- (2020) Darren Kidd et al. Geoderma Regional
- A system for classifying subsolum geological substrates as a basis for describing soil formation
- (2020) Alois Simon et al. CATENA
- Digital mapping of the soil thickness of loess deposits over a calcareous bedrock in central France
- (2020) Songchao Chen et al. CATENA
- Predicting soil properties in 3D: Should depth be a covariate?
- (2020) Yuxin Ma et al. GEODERMA
- Improving the spatial prediction of soil salinity in arid regions using wavelet transformation and support vector regression models
- (2020) Ruhollah Taghizadeh-Mehrjardi et al. GEODERMA
- Spatiotemporal modelling of soil organic matter changes in Jiangsu, China between 1980 and 2006 using INLA-SPDE
- (2020) Xiao-Lin Sun et al. GEODERMA
- 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
- (2020) Tao Zhou et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Sentinel-2 image capacities to predict common topsoil properties of temperate and Mediterranean agroecosystems
- (2019) E. Vaudour et al. REMOTE SENSING OF ENVIRONMENT
- Pedology and digital soil mapping (DSM)
- (2019) Yuxin Ma et al. EUROPEAN JOURNAL OF SOIL SCIENCE
- Digital mapping of peatlands – A critical review
- (2019) Budiman Minasny et al. EARTH-SCIENCE REVIEWS
- The feasibility of predicting the spatial pattern of soil particle-size distribution using a pedogenesis model
- (2019) Yuxin Ma et al. GEODERMA
- National estimation of soil organic carbon storage potential for arable soils: A data-driven approach coupled with carbon-landscape zones
- (2019) Songchao Chen et al. SCIENCE OF THE TOTAL ENVIRONMENT
- High-resolution three-dimensional mapping of soil organic carbon in China: Effects of SoilGrids products on national modeling
- (2019) Zongzheng Liang et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Mapping of Soils and Land-Related Environmental Attributes in France: Analysis of End-Users’ Needs
- (2019) Anne C. Richer-de-Forges et al. Sustainability
- Digital soil mapping based on empirical mode decomposition components of environmental covariates
- (2019) Xiao-Lin Sun et al. EUROPEAN JOURNAL OF SOIL SCIENCE
- Digital soil mapping algorithms and covariates for soil organic carbon mapping and their implications: A review
- (2019) Sushil Lamichhane et al. GEODERMA
- Probability mapping of soil thickness by random survival forest at a national scale
- (2019) Songchao Chen et al. GEODERMA
- Uncertainty assessment of GlobalSoilMap soil available water capacity products: A French case study
- (2019) M. Román Dobarco et al. GEODERMA
- Soil nematode abundance and functional group composition at a global scale
- (2019) Johan van den Hoogen et al. NATURE
- California forest die-off linked to multi-year deep soil drying in 2012–2015 drought
- (2019) M. L. Goulden et al. Nature Geoscience
- Scientists’ warning to humanity: microorganisms and climate change
- (2019) Ricardo Cavicchioli et al. NATURE REVIEWS MICROBIOLOGY
- Assessing soil organic carbon stock of Wisconsin, USA and its fate under future land use and climate change
- (2019) Kabindra Adhikari et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Climate and Land-Use Change Effects on Soil Carbon Stocks over 150 Years in Wisconsin, USA
- (2019) Jingyi Huang et al. Remote Sensing
- Synthetic resampling strategies and machine learning for digital soil mapping in Iran
- (2019) R. Taghizadeh-Mehrjardi et al. EUROPEAN JOURNAL OF SOIL SCIENCE
- Relative prediction intervals reveal larger uncertainty in 3D approaches to predictive digital soil mapping of soil properties with legacy data
- (2019) Travis W. Nauman et al. GEODERMA
- Comparison of catchment scale 3D and 2.5D modelling of soil organic carbon stocks in Jiangxi Province, PR China
- (2019) Tobias Rentschler et al. PLoS One
- Controlling factors for land productivity under extreme climatic events in continental Europe and the Mediterranean Basin
- (2019) V.L. Mulder et al. CATENA
- Using deep learning for multivariate mapping of soil with quantified uncertainty
- (2019) Alexandre M.J.-C. Wadoux GEODERMA
- High-resolution and three-dimensional mapping of soil texture of China
- (2019) Feng Liu et al. GEODERMA
- Satellite data integration for soil clay content modelling at a national scale
- (2019) T. Loiseau et al. International Journal of Applied Earth Observation and Geoinformation
- Soil microbiomes and climate change
- (2019) Janet K. Jansson et al. NATURE REVIEWS MICROBIOLOGY
- Global distribution of earthworm diversity
- (2019) Helen R. P. Phillips et al. SCIENCE
- Sampling design optimization for soil mapping with random forest
- (2019) Alexandre M.J-C. Wadoux et al. GEODERMA
- Validation of digital maps derived from spatial disaggregation of legacy soil maps
- (2019) Yosra Ellili Bargaoui et al. GEODERMA
- Application of Mid‐Infrared Spectroscopy in Soil Survey
- (2019) Cathy A. Seybold et al. SOIL SCIENCE SOCIETY OF AMERICA JOURNAL
- Digital soil mapping of key GlobalSoilMap properties in Northern Karnataka Plateau
- (2019) S. Dharumarajan et al. Geoderma Regional
- Conventional and digital soil mapping in Iran: Past, present, and future
- (2019) Mojtaba Zeraatpisheh et al. CATENA
- Improving performance of spatio-temporal machine learning models using forward feature selection and target-oriented validation
- (2018) Hanna Meyer et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Importance of the spatial extent for using soil properties estimated by laboratory VNIR/SWIR spectroscopy: Examples of the clay and calcium carbonate content
- (2018) C. Gomez et al. GEODERMA
- Mapping rootable depth and root zone plant-available water holding capacity of the soil of sub-Saharan Africa
- (2018) Johan G.B. Leenaars et al. GEODERMA
- Identification of representative samples from existing samples for digital soil mapping
- (2018) Yiming An et al. GEODERMA
- Digging deeper: A holistic perspective of factors affecting soil organic carbon sequestration in agroecosystems
- (2018) Rattan Lal GLOBAL CHANGE BIOLOGY
- Projecting Soil Organic Carbon Distribution in Central Chile under Future Climate Scenarios
- (2018) Luis A. Reyes Rojas et al. JOURNAL OF ENVIRONMENTAL QUALITY
- Geospatial Soil Sensing System (GEOS3): A powerful data mining procedure to retrieve soil spectral reflectance from satellite images
- (2018) José Alexandre Melo Demattê et al. REMOTE SENSING OF ENVIRONMENT
- A global atlas of the dominant bacteria found in soil
- (2018) Manuel Delgado-Baquerizo et al. SCIENCE
- Fine resolution map of top- and subsoil carbon sequestration potential in France
- (2018) Songchao Chen et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Increasing organic stocks in agricultural soils: Knowledge gaps and potential innovations
- (2018) Claire Chenu et al. SOIL & TILLAGE RESEARCH
- Soil Property and Class Maps of the Conterminous United States at 100-Meter Spatial Resolution
- (2018) Amanda Ramcharan et al. SOIL SCIENCE SOCIETY OF AMERICA JOURNAL
- Including spatial correlation in structural equation modelling of soil properties
- (2018) Marcos E. Angelini et al. Spatial Statistics
- The influence of the conversion of grassland to cropland on changes in soil organic carbon and total nitrogen stocks in the Songnen Plain of Northeast China
- (2018) Xiao-Dong Song et al. CATENA
- Sampling for digital soil mapping: A tutorial supported by R scripts
- (2018) D.J. Brus GEODERMA
- Comparison of soil texture maps synthetized from standard depth layers with directly compiled products
- (2018) Annamária Laborczi et al. GEODERMA
- How far can the uncertainty on a Digital Soil Map be known?: A numerical experiment using pseudo values of clay content obtained from Vis-SWIR hyperspectral imagery
- (2018) Philippe Lagacherie et al. GEODERMA
- Atmosphere–soil carbon transfer as a function of soil depth
- (2018) Jérôme Balesdent et al. NATURE
- Soil organic carbon and texture retrieving and mapping using proximal, airborne and Sentinel-2 spectral imaging
- (2018) Asa Gholizadeh et al. REMOTE SENSING OF ENVIRONMENT
- Multi-scale digital soil mapping with deep learning
- (2018) Thorsten Behrens et al. Scientific Reports
- Random forest as a generic framework for predictive modeling of spatial and spatio-temporal variables
- (2018) Tomislav Hengl et al. PeerJ
- The anatomy of uncertainty for soil pH measurements and predictions―implications for modellers and practitioners
- (2018) Z. Libohova et al. EUROPEAN JOURNAL OF SOIL SCIENCE
- Soil organic carbon storage as a key function of soils - A review of drivers and indicators at various scales
- (2018) Martin Wiesmeier et al. GEODERMA
- Evaluating the capability of the Sentinel 2 data for soil organic carbon prediction in croplands
- (2018) Fabio Castaldi et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Put more carbon in soils to meet Paris climate pledges
- (2018) Cornelia Rumpel et al. NATURE
- Land use and climate change effects on soil organic carbon in North and Northeast China
- (2018) Yin Zhou et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Soil carbon stocks under different land uses and the applicability of the soil carbon saturation concept
- (2018) Songchao Chen et al. SOIL & TILLAGE RESEARCH
- Merging country, continental and global predictions of soil texture: Lessons from ensemble modelling in France
- (2018) Manon Caubet et al. GEODERMA
- Mapping topsoil organic carbon concentrations and stocks for Tanzania
- (2018) Bas Kempen et al. GEODERMA
- Pedotransfer functions for predicting available water capacity in French soils, their applicability domain and associated uncertainty
- (2018) Mercedes Román Dobarco et al. GEODERMA
- Digital mapping of soil carbon fractions with machine learning
- (2018) Hamza Keskin et al. GEODERMA
- Novel Proximal Sensing for Monitoring Soil Organic C Stocks and Condition
- (2017) Raphael A. Viscarra Rossel et al. ENVIRONMENTAL SCIENCE & TECHNOLOGY
- Multivariate mapping of soil with structural equation modelling
- (2017) M. E. Angelini et al. EUROPEAN JOURNAL OF SOIL SCIENCE
- Using quantile regression forest to estimate uncertainty of digital soil mapping products
- (2017) Kévin Vaysse et al. GEODERMA
- Prediction of topsoil texture for Region Centre (France) applying model ensemble methods
- (2017) Mercedes Román Dobarco et al. GEODERMA
- Soil carbon 4 per mille
- (2017) Budiman Minasny et al. GEODERMA
- Review of the ecosystem service implications of mangrove encroachment into salt marshes
- (2017) Jeffrey J. Kelleway et al. GLOBAL CHANGE BIOLOGY
- Soil carbon sequestration potential of permanent pasture and continuous cropping soils in New Zealand
- (2017) Sam R. McNally et al. GLOBAL CHANGE BIOLOGY
- The whole-soil carbon flux in response to warming
- (2017) Caitlin E. Hicks Pries et al. SCIENCE
- Assessing top- and subsoil organic carbon stocks of Low-Input High-Diversity systems using soil and vegetation characteristics
- (2017) Sam Ottoy et al. SCIENCE OF THE TOTAL ENVIRONMENT
- 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
- (2017) Calogero Schillaci et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Spatial aggregation of soil property predictions in support of local land management
- (2017) K. Vaysse et al. SOIL USE AND MANAGEMENT
- Climate change reduces extent of temperate drylands and intensifies drought in deep soils
- (2017) Daniel R. Schlaepfer et al. Nature Communications
- Global Sequestration Potential of Increased Organic Carbon in Cropland Soils
- (2017) Robert J. Zomer et al. Scientific Reports
- Mapping the global depth to bedrock for land surface modeling
- (2017) Wei Shangguan et al. Journal of Advances in Modeling Earth Systems
- Recent progress and future prospect of digital soil mapping: A review
- (2017) Gan-lin ZHANG et al. Journal of Integrative Agriculture
- SoilGrids250m: Global gridded soil information based on machine learning
- (2017) Tomislav Hengl et al. PLoS One
- Soil pH increase under paddy in South Korea between 2000 and 2012
- (2016) Budiman Minasny et al. AGRICULTURE ECOSYSTEMS & ENVIRONMENT
- Lithology and soil relationships for soil modelling and mapping
- (2016) Jonathan M. Gray et al. CATENA
- A global spectral library to characterize the world's soil
- (2016) R.A. Viscarra Rossel et al. EARTH-SCIENCE REVIEWS
- A review of methods, data, and models to assess changes in the value of ecosystem services from land degradation and restoration
- (2016) Katrine Grace Turner et al. ECOLOGICAL MODELLING
- Revealing the scale-specific controls of soil organic matter at large scale in Northeast and North China Plain
- (2016) Yin Zhou et al. GEODERMA
- Digital soil mapping: A brief history and some lessons
- (2016) Budiman Minasny et al. GEODERMA
- A similarity-based method for three-dimensional prediction of soil organic matter concentration
- (2016) Feng Liu et al. GEODERMA
- Comparing regression-based digital soil mapping and multiple-point geostatistics for the spatial extrapolation of soil data
- (2016) Brendan P. Malone et al. GEODERMA
- Linking soils to ecosystem services — A global review
- (2016) Kabindra Adhikari et al. GEODERMA
- Total soil organic carbon and carbon sequestration potential in Nigeria
- (2016) Stephen I.C. Akpa et al. GEODERMA
- Toward more realistic projections of soil carbon dynamics by Earth system models
- (2016) Yiqi Luo et al. GLOBAL BIOGEOCHEMICAL CYCLES
- Assessment of soil organic carbon stocks under future climate and land cover changes in Europe
- (2016) Yusuf Yigini et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Mapping soil organic carbon content using spectroscopic and environmental data: A case study in acidic soils from NW Spain
- (2016) Marcela Rial et al. SCIENCE OF THE TOTAL ENVIRONMENT
- GlobalSoilMap France: High-resolution spatial modelling the soils of France up to two meter depth
- (2016) V.L. Mulder et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Change in Soil Organic Carbon Stocks under 12 Climate Change Projections over New South Wales, Australia
- (2016) Jonathan M. Gray et al. SOIL SCIENCE SOCIETY OF AMERICA JOURNAL
- Evaluation of Integrative Hierarchical Stepwise Sampling for Digital Soil Mapping
- (2016) Lin Yang et al. SOIL SCIENCE SOCIETY OF AMERICA JOURNAL
- Future C loss in mid-latitude mineral soils: climate change exceeds land use mitigation potential in France
- (2016) Jeroen Meersmans et al. Scientific Reports
- Prediction of soil organic matter using a spatially constrained local partial least squares regression and the Chinese vis-NIR spectral library
- (2015) Z. Shi et al. EUROPEAN JOURNAL OF SOIL SCIENCE
- Putting regional digital soil mapping into practice in Tropical Northern Australia
- (2015) M. Thomas et al. GEODERMA
- Operationalizing digital soil mapping for nationwide updating of the 1:50,000 soil map of the Netherlands
- (2015) Bas Kempen et al. GEODERMA
- Can citizen science assist digital soil mapping?
- (2015) David G. Rossiter et al. GEODERMA
- Explicitly representing soil microbial processes in Earth system models
- (2015) William R. Wieder et al. GLOBAL BIOGEOCHEMICAL CYCLES
- Soil organic carbon across scales
- (2015) Sharon M. O'Rourke et al. GLOBAL CHANGE BIOLOGY
- Microbial hotspots and hot moments in soil: Concept & review
- (2015) Yakov Kuzyakov et al. SOIL BIOLOGY & BIOCHEMISTRY
- The Australian three-dimensional soil grid: Australia’s contribution to the GlobalSoilMap project
- (2015) R. A. Viscarra Rossel et al. Soil Research
- Global soil organic carbon assessment
- (2015) Uta Stockmann et al. Global Food Security-Agriculture Policy Economics and Environment
- Updating soil survey maps using random forest and conditioned Latin hypercube sampling in the loess derived soils of northern Iran
- (2014) Mohammad Reza Pahlavan Rad et al. GEODERMA
- National scale 3D modelling of soil organic carbon stocks with uncertainty propagation — An example from Scotland
- (2014) Laura Poggio et al. GEODERMA
- Re-tooling of regression kriging in R for improved digital mapping of soil properties
- (2014) Christian T. Omuto et al. GEOSCIENCES JOURNAL
- Soil science contributions towards Sustainable Development Goals and their implementation: linking soil functions with ecosystem services
- (2014) Johan Bouma JOURNAL OF PLANT NUTRITION AND SOIL SCIENCE
- Global diversity and geography of soil fungi
- (2014) L. Tedersoo et al. SCIENCE
- Digital Mapping of Soil Particle-Size Fractions for Nigeria
- (2014) Stephen I. C. Akpa et al. SOIL SCIENCE SOCIETY OF AMERICA JOURNAL
- On the Value of Soil Resources in the Context of Natural Capital and Ecosystem Service Delivery
- (2014) D. A. Robinson et al. SOIL SCIENCE SOCIETY OF AMERICA JOURNAL
- Peat Mapping Associations of Airborne Radiometric Survey Data
- (2014) David Beamish Remote Sensing
- Global soil carbon: understanding and managing the largest terrestrial carbon pool
- (2014) Jörn PW Scharlemann et al. Carbon Management
- Disaggregating and harmonising soil map units through resampled classification trees
- (2013) Nathan P. Odgers et al. GEODERMA
- Statistical sampling design impact on predictive quality of harmonization functions between soil monitoring networks
- (2013) B.P. Louis et al. GEODERMA
- The dimensions of soil security
- (2013) Alex McBratney et al. GEODERMA
- Carbon sequestration potential of soils in southeast Germany derived from stable soil organic carbon saturation
- (2013) Martin Wiesmeier et al. GLOBAL CHANGE BIOLOGY
- Characterizing regional soil mineral composition using spectroscopy and geostatistics
- (2013) V.L. Mulder et al. REMOTE SENSING OF ENVIRONMENT
- High-Resolution 3-D Mapping of Soil Texture in Denmark
- (2013) Kabindra Adhikari et al. SOIL SCIENCE SOCIETY OF AMERICA JOURNAL
- Detecting, correcting and interpreting the biases of measured soil profile data: A case study in the Cap Bon Region (Tunisia)
- (2012) Rossano Ciampalini et al. GEODERMA
- Spatio-temporal change of soil organic matter content of Jiangsu Province, China, based on digital soil maps
- (2012) X.-L. SUN et al. SOIL USE AND MANAGEMENT
- Sampling for validation of digital soil maps
- (2011) D.J. Brus et al. EUROPEAN JOURNAL OF SOIL SCIENCE
- On digital soil assessment with models and the Pedometrics agenda
- (2011) Peter A. Finke GEODERMA
- Regional mapping of soil parent material by machine learning based on point data
- (2011) Marine Lacoste et al. GEOMORPHOLOGY
- Digital Soil Mapping and Modeling at Continental Scales: Finding Solutions for Global Issues
- (2011) S. Grunwald et al. SOIL SCIENCE SOCIETY OF AMERICA JOURNAL
- An R package for spatial coverage sampling and random sampling from compact geographical strata by k-means
- (2010) D.J.J. Walvoort et al. COMPUTERS & GEOSCIENCES
- A framework for classifying and quantifying the natural capital and ecosystem services of soils
- (2010) Estelle Dominati et al. ECOLOGICAL ECONOMICS
- Spatial analysis of soil organic carbon evolution in Belgian croplands and grasslands, 1960-2006
- (2010) J. MEERSMANS et al. GLOBAL CHANGE BIOLOGY
- Critical review of chemometric indicators commonly used for assessing the quality of the prediction of soil attributes by NIR spectroscopy
- (2010) Véronique Bellon-Maurel et al. TRAC-TRENDS IN ANALYTICAL CHEMISTRY
- Do we need to include soil evolution module in models for prediction of future climate change?
- (2009) David Montagne et al. CLIMATIC CHANGE
- Modelling the three-dimensional spatial distribution of soil organic carbon (SOC) at the regional scale (Flanders, Belgium)
- (2009) J. Meersmans et al. GEODERMA
- Multi-criteria characterization of recent digital soil mapping and modeling approaches
- (2009) S. Grunwald GEODERMA
- Changes in organic carbon distribution with depth in agricultural soils in northern Belgium, 1960â2006
- (2009) J. MEERSMANS et al. GLOBAL CHANGE BIOLOGY
- Digital Soil Map of the World
- (2009) P. A. Sanchez et al. SCIENCE
- Determining nugget:sill ratios of standardized variograms from aerial photographs to krige sparse soil data
- (2008) Ruth Kerry et al. PRECISION AGRICULTURE
Find the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
SearchBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started