Topic · Soil Geostatistics and Mapping
Most cited papers in Soil Geostatistics and Mapping
What are the most cited papers in Soil Geostatistics and Mapping?
The most cited paper in Soil Geostatistics and Mapping is "Pattern Recognition and Machine Learning" (Nasser M. Nasrabadi, 2007), with 22,033 citations. Next come "Refinement of Macromolecular Structures by the Maximum-Likelihood Method" (15,006) and "STATISTICS FOR SPATIAL DATA" (8,945).
Showing 50 of 99 papers. Every paper with more than 1,206 citations is listed.
| # | Paper | ||
|---|---|---|---|
| 1 | Pattern Recognition and Machine Learning Nasser M. Nasrabadi · Journal of Electronic Imaging | 2007 | 22,033 |
| 2 | Refinement of Macromolecular Structures by the Maximum-Likelihood Method Garib N. Murshudov, Alexey A. Vagin, E. J. Dodson · Acta Crystallographica Section D Biological Crystallography | May 1997 | 15,006 |
| 3 | STATISTICS FOR SPATIAL DATA Noel Cressie · Terra Nova | Sep 1992 | 8,945 |
| 4 | A review of assessing the accuracy of classifications of remotely sensed data Russell G. Congalton · Remote Sensing of Environment | Jul 1991 | 7,763 |
| 5 | Positive matrix factorization: A non‐negative factor model with optimal utilization of error estimates of data values Pentti Paatero, Unto Tapper · Environmetrics | Jun 1994 | 6,452 |
| 6 | The World Reference Base for Soil Resources Otto C. Spaargaren, Jozef Deckers | 1998 | 5,631 |
| 7 | Dispersion on a Sphere Ronald Aylmer Fisher · Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences | 7 May 1953 | 5,586 |
| 8 | Locally Weighted Regression: An Approach to Regression Analysis by Local Fitting William S. Cleveland, Susan J. Devlin · Journal of the American Statistical Association | Sep 1988 | 5,569 |
| 9 | THE VERTICAL DISTRIBUTION OF SOIL ORGANIC CARBON AND ITS RELATION TO CLIMATE AND VEGETATION Esteban Gabriel Jobbagy, Robert B. Jackson · Ecological Applications | Apr 2000 | 5,237 |
| 10 | Statistics for Spatial Data. Mike Rees, Noel Cressie · Journal of the Royal Statistical Society Series A (Statistics in Society) | 1993 | 5,171 |
| 11 | SoilGrids250m: Global gridded soil information based on machine learning Tomislav Hengl, Jorge Mendes de Jesus, G.B.M. Heuvelink et al. · PLoS ONE | 16 Feb 2017 | 4,890 |
| 12 | An Introduction to Applied Geostatistics Richard A. Bilonick · Technometrics | Nov 1991 | 4,452 |
| 13 | GRADISTAT: a grain size distribution and statistics package for the analysis of unconsolidated sediments Simon J. Blott, Kenneth Pye · Earth Surface Processes and Landforms | 28 Sep 2001 | 4,427 |
| 14 | A history of research on the link between (micro)aggregates, soil biota, and soil organic matter dynamics Johan Six, H. Bossuyt, Steven DeGryze et al. · Soil and Tillage Research | 30 Jul 2004 | 4,400 |
| 15 | Bayesian image restoration, with two applications in spatial statistics Julian E. Besag, Jeremy C. York, Annie Molli� · Annals of the Institute of Statistical Mathematics | Mar 1991 | 4,337 |
| 16 | Approximate Inference in Generalized Linear Mixed Models N. E. Breslow, David G Clayton · Journal of the American Statistical Association | Mar 1993 | 4,248 |
| 17 | Geostatistics for Natural Resources Evaluation Timothy C. Coburn, Pierre Goovaerts · Technometrics | Nov 2000 | 4,138 |
| 18 | How Long Is the Coast of Britain? Statistical Self-Similarity and Fractional Dimension Benoît B. Mandelbrot · Science | 5 May 1967 | 4,112 |
| 19 | Flexible paleoclimate age-depth models using an autoregressive gamma process Maarten Blaauw, J. Andrés Christen · Bayesian Analysis | Sep 2011 | 3,925 |
| 20 | Field‐Scale Variability of Soil Properties in Central Iowa Soils Cynthia A. Cambardella, Tom B. Moorman, James M. Novak et al. · Soil Science Society of America Journal | Sep 1994 | 3,713 |
| 21 | On digital soil mapping Alex B. McBratney, Maria de Lourdes Mendonça-Santos, Budiman Minasny · Geoderma | 8 Aug 2003 | 3,685 |
| 22 | Random forest classifier for remote sensing classification Mahesh Pal · International Journal of Remote Sensing | 2005 | 3,327 |
| 23 | Cross‐validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure David R. Roberts, Volker Bahn, Simone Ciuti et al. · Ecography | 8 Dec 2016 | 3,207 |
| 24 | The spectral image processing system (SIPS)—interactive visualization and analysis of imaging spectrometer data Fred A. Kruse, Adam B. Lefkoff, J.W. Boardman et al. · Remote Sensing of Environment | May 1993 | 3,179 |
| 25 | Multivariate Data Analysis Thomas Haslwanter · Statisctics and computing/Statistics and computing | 2016 | 3,123 |
| 26 | Multivariable geostatistics in S: the gstat package Edzer J Pebesma · Computers & Geosciences | 31 May 2004 | 3,088 |
| 27 | Multivariate Data Analysis Srikanta Mishra, Akhil Datta‐Gupta · Elsevier eBooks | 28 Nov 2017 | 3,030 |
| 28 | PRIMUS: a Windows PC-based system for small-angle scattering data analysis Petr Valeryevich Konarev, В. В. Волков, Anna V. Sokolova et al. · Journal of Applied Crystallography | 8 Sep 2003 | 2,971 |
| 29 | An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach Finn Lindgren, Håvard Rue, Johan Lindström · Journal of the Royal Statistical Society Series B (Statistical Methodology) | 4 Aug 2011 | 2,811 |
| 30 | Log-normal Distributions across the Sciences: Keys and Clues E. Limpert, Werner A. Stahel, MARKUS ABBT · BioScience | 2001 | 2,648 |
| 31 | Generating samples under a Wright–Fisher neutral model of genetic variation Richard R. Hudson · Bioinformatics | Feb 2002 | 2,592 |
| 32 | Asymptotic Properties of Maximum Likelihood Estimators and Likelihood Ratio Tests under Nonstandard Conditions Steven G. Self, Kung‐Yee Liang · Journal of the American Statistical Association | Jun 1987 | 2,577 |
| 33 | Modelling Spatial Patterns Brian David Ripley · Journal of the Royal Statistical Society Series B (Statistical Methodology) | 1977 | 2,559 |
| 34 | A Continuous Satellite-Derived Measure of Global Terrestrial Primary Production Steven W. Running, Ramakrishna Nemani, Faith Ann Heinsch et al. · BioScience | 2004 | 2,503 |
| 35 | System for Automated Geoscientific Analyses (SAGA) v. 2.1.4 Olaf Conrad, Benjamin Bechtel, Matthias Bock et al. · Geoscientific model development | 7 Jul 2015 | 2,471 |
| 36 | Spatial pattern and ecological analysis Pierre Legendre, Marie Jos�e Fortin · Plant Ecology | Jun 1989 | 2,359 |
| 37 | SoilGrids 2.0: producing soil information for the globe with quantified spatial uncertainty Laura Poggio, Luís Moreira de Sousa, N.H. Batjes et al. · SOIL | 14 Jun 2021 | 2,295 |
| 38 | Model-Based Geostatistics Peter John Diggle, Jonathan A. Tawn, Rana A. Moyeed · Journal of the Royal Statistical Society Series C (Applied Statistics) | Sep 1998 | 2,223 |
| 39 | Soil Organic Carbon Sequestration Rates by Tillage and Crop Rotation Tristram O. West, Wilfred M. Post · Soil Science Society of America Journal | Nov 2002 | 2,218 |
| 40 | Kriging: a method of interpolation for geographical information systems Margaret A. Oliver, R. Webster · International Journal of Geographical Information Systems | Jul 1990 | 2,211 |
| 41 | Statistical Analysis of Circular Data. Nicholas Lange, N. I. Fisher · Journal of the American Statistical Association | Jun 1995 | 2,174 |
| 42 | Visible, near infrared, mid infrared or combined diffuse reflectance spectroscopy for simultaneous assessment of various soil properties Raphael A. Viscarra Rossel, Dennis J. J. Walvoort, Alex B. McBratney et al. · Geoderma | 6 May 2005 | 2,170 |
| 43 | Restoring Soil Quality to Mitigate Soil Degradation Rattan Lal · Sustainability | 13 May 2015 | 2,067 |
| 44 | Interpolation of Spatial Data: Some Theory for Kriging Stephen L. Rathbun, Michael L. Stein · Journal of the American Statistical Association | Sep 2000 | 1,999 |
| 45 | Soil organic carbon storage as a key function of soils - A review of drivers and indicators at various scales Martin Wiesmeier, Livia Urbanski, Eleanor Hobley et al. · Geoderma | 23 Jul 2018 | 1,980 |
| 46 | A measure of spatial stratified heterogeneity Jinfeng Wang, Tonglin Zhang, Bojie Fu · Ecological Indicators | 29 Apr 2016 | 1,976 |
| 47 | Imaging Spectrometry for Earth Remote Sensing Alexander F. H. Goetz, Gregg Vane, Jerry E. Solomon et al. · Science | 7 Jun 1985 | 1,941 |
| 48 | Near‐Infrared Reflectance Spectroscopy–Principal Components Regression Analyses of Soil Properties Cheng-Wen Chang, David A. Laird, Maurice James Mausbach et al. · Soil Science Society of America Journal | Mar 2001 | 1,935 |
| 49 | A gentle introduction to quantile regression for ecologists Brian S. Cade, Barry R. Noon · Frontiers in Ecology and the Environment | Oct 2003 | 1,821 |
| 50 | Asymptotically distribution‐free methods for the analysis of covariance structures Michael W. Browne · British Journal of Mathematical and Statistical Psychology | May 1984 | 1,789 |
Citations are OpenAlex's own counts, from its 2026-09-23 snapshot, so the ranking can differ from Google Scholar or Web of Science. A paper is listed for a field when OpenAlex files it under one of the field's topics; retracted papers and papers whose citation count cannot be traced to citing works are left out, and a preprint and the article it became are shown once. Release dates are OpenAlex's: where a source gave only a month or a year, that is what is shown. How the lists are chosen.