Building a pedotransfer function for soil bulk density on regional dataset and testing its validity over a larger area
暂无分享,去创建一个
Dominique Arrouays | Anne C. Richer-de-Forges | Christian Walter | Songchao Chen | Nicolas P.A. Saby | Manuel Martin | C. Walter | Songchao Chen | D. Arrouays | M. Martin | N. Saby | A. Richer-de-Forges
[1] M. Bernoux,et al. Comparison between analytical methods for organic carbon and organic matter determination in sandy Spodosols of France , 1998 .
[2] M. Meirvenne,et al. Predictive Quality of Pedotransfer Functions for Estimating Bulk Density of Forest Soils , 2005 .
[3] C. Federer. Nitrogen Mineralization and Nitrification: Depth Variation in Four New England Forest Soils , 1983 .
[4] Chandra A. Madramootoo,et al. Soil bulk density and crop yield under eleven consecutive years of corn with different tillage and residue practices in a sandy loam soil in central Canada , 2005 .
[5] D. Jeffrey. A note on the use of ignition loss as a means for the approximate estimation of soil bulk density. , 1970 .
[6] Max Kuhn,et al. Building Predictive Models in R Using the caret Package , 2008 .
[7] Wei-Yin Loh,et al. Classification and regression trees , 2011, WIREs Data Mining Knowl. Discov..
[8] Budiman Minasny,et al. Building and testing conceptual and empirical models for predicting soil bulk density , 2007 .
[9] T. G. Orton,et al. Evaluation of modelling approaches for predicting the spatial distribution of soil organic carbon stocks at the national scale , 2014, 1502.02513.
[10] Philippe Lagacherie,et al. GlobalSoilMap: Toward a Fine-Resolution Global Grid of Soil Properties , 2014 .
[11] Jerome H Friedman,et al. Multiple additive regression trees with application in epidemiology , 2003, Statistics in medicine.
[12] Elaine Cristina Cardoso Fidalgo,et al. PEDOTRANSFER FUNCTIONS FOR ESTIMATING SOIL BULK DENSITY FROM EXISTING SOIL SURVEY REPORTS IN BRAZIL , 2007 .
[13] B. Minasny,et al. Using distance metrics to determine the appropriate domain of pedotransfer function predictions. , 2009 .
[14] Modelling soil particle-size distribution in the region 'Centre' (France) , 2014 .
[15] Dominique Arrouays,et al. Optimizing pedotransfer functions for estimating soil bulk density using boosted regression trees. , 2009 .
[16] S. Kaneko,et al. A pedotransfer function for estimating bulk density of forest soil in Japan affected by volcanic ash , 2014 .
[17] P. Filzmoser,et al. Outlier Detection for Compositional Data Using Robust Methods , 2008 .
[18] Cathy A. Seybold,et al. Predicting soil bulk density for incomplete databases , 2014 .
[19] Jan De Pue,et al. Hierarchical Pedotransfer Functions to Predict Bulk Density of Highly Weathered Soils in Central Africa , 2015 .
[20] Axel Don,et al. Soil organic carbon stocks are systematically overestimated by misuse of the parameters bulk density and rock fragment content , 2016 .
[21] Dominique Arrouays,et al. Mapping soil Pb stocks and availability in mainland France combining regression trees with robust geostatistics , 2012 .
[22] D. Timlin,et al. Ensemble Approach to Provide Uncertainty Estimates of Soil Bulk Density , 2010 .
[23] Inakwu O. A. Odeh,et al. Enhancing pedotransfer functions with environmental data for estimating bulk density and effective cation exchange capacity in a data‐sparse situation , 2016 .
[24] N. Batjes,et al. Pedotransfer functions to estimate bulk density from soil properties and environmental covariates: Rio Doce basin , 2016 .
[25] T. Keller,et al. Estimation of reference bulk density from soil particle size distribution and soil organic matter content , 2010 .
[26] Martial Bernoux,et al. Bulk Densities of Brazilian Amazon Soils Related to Other Soil Properties , 1998 .
[27] Javier Tomasella,et al. Estimating soil water retention characteristics from limited data in Brazilian Amazonia , 1998 .
[28] J. Friedman. Greedy function approximation: A gradient boosting machine. , 2001 .
[29] Budiman Minasny,et al. A conditioned Latin hypercube method for sampling in the presence of ancillary information , 2006, Comput. Geosci..
[30] Dominique Arrouays,et al. Spatial distribution of soil organic carbon stocks in France , 2010 .
[31] P. Rousseeuw,et al. Unmasking Multivariate Outliers and Leverage Points , 1990 .
[32] L. Montanarella,et al. Estimating forest soil bulk density using boosted regression modelling , 2010 .
[33] P. Jardine,et al. Using soil physical and chemical properties to estimate bulk density , 2005 .
[34] W. A. Adams. THE EFFECT OF ORGANIC MATTER ON THE BULK AND TRUE DENSITIES OF SOME UNCULTIVATED PODZOLIC SOILS , 1973 .
[35] Sanjeev Kumar,et al. A pedo-transfer function (PTF) for estimating soil bulk density from basic soil data and its comparison with existing PTFs , 2002 .
[36] Budiman Minasny,et al. Comparison of different approaches to the development of pedotransfer functions for water-retention curves , 1999 .
[37] L. Manrique,et al. BULK DENSITY OF SOILS IN RELATION TO SOIL PHYSICAL AND CHEMICAL PROPERTIES , 1991 .
[38] Dominique Arrouays,et al. Generic Issues on Broad-Scale Soil Monitoring Schemes: A Review , 2012 .
[39] E. Alexander. Bulk densities of California soils in relation to other soil properties. , 1980 .