Machine learning for predicting soil classes in three semi-arid landscapes CW Brungard, JL Boettinger, MC Duniway, SA Wills, TC Edwards Jr Geoderma 239, 68-83, 2015 | 404 | 2015 |
Soil property and class maps of the conterminous United States at 100‐meter spatial resolution A Ramcharan, T Hengl, T Nauman, C Brungard, S Waltman, S Wills, ... Soil Science Society of America Journal 82 (1), 186-201, 2018 | 215 | 2018 |
Reevaluating the effects of soil organic matter and other properties on available water-holding capacity using the National Cooperative Soil Survey Characterization Database Z Libohova, C Seybold, D Wysocki, S Wills, P Schoeneberger, C Williams, ... Journal of Soil and Water Conservation 73 (4), 411-421, 2018 | 169 | 2018 |
Assessing soil organic carbon stock of Wisconsin, USA and its fate under future land use and climate change K Adhikari, PR Owens, Z Libohova, DM Miller, SA Wills, J Nemecek Science of the Total Environment 667, 833-845, 2019 | 128 | 2019 |
Predicting soil bulk density for incomplete databases CH Sequeira, SA Wills, CA Seybold, LT West Geoderma 213, 64-73, 2014 | 124 | 2014 |
Prediction of soil organic carbon content using field and laboratory measurements of soil color SA Wills, CL Burras, JA Sandor Soil Science Society of America Journal 71 (2), 380-388, 2007 | 124 | 2007 |
Accurate and precise prediction of soil properties from a large mid-infrared spectral library SRS Dangal, J Sanderman, S Wills, L Ramirez-Lopez Soil Systems 3 (1), 11, 2019 | 120 | 2019 |
Predicting physical and chemical properties of US soils with a mid‐infrared reflectance spectral library NK Wijewardane, Y Ge, S Wills, Z Libohova Soil Science Society of America Journal 82 (3), 722-731, 2018 | 108 | 2018 |
Prediction of soil carbon in the conterminous United States: visible and near infrared reflectance spectroscopy analysis of the rapid carbon assessment project NK Wijewardane, Y Ge, S Wills, T Loecke Soil Science Society of America Journal 80 (4), 973-982, 2016 | 98 | 2016 |
The soil health assessment protocol and evaluation applied to soil organic carbon MR Nunes, KS Veum, PA Parker, SH Holan, DL Karlen, JP Amsili, ... Soil Science Society of America Journal 85 (4), 1196-1213, 2021 | 85 | 2021 |
Application of mid‐infrared spectroscopy in soil survey CA Seybold, R Ferguson, D Wysocki, S Bailey, J Anderson, B Nester, ... Soil Science Society of America Journal 83 (6), 1746-1759, 2019 | 82 | 2019 |
Human–soil relations are changing rapidly: Proposals from SSSA's cross‐divisional soil change working group DB Richter, AR Bacon, ML Mobley, CJ Richardson, SS Andrews, L West, ... Soil Science Society of America Journal 75 (6), 2079-2084, 2011 | 78 | 2011 |
Importance and strength of environmental controllers of soil organic carbon changes with scale K Adhikari, U Mishra, PR Owens, Z Libohova, SA Wills, WJ Riley, ... Geoderma 375, 114472, 2020 | 65 | 2020 |
Overview of the US rapid carbon assessment project: sampling design, initial summary and uncertainty estimates S Wills, T Loecke, C Sequeira, G Teachman, S Grunwald, LT West Soil carbon, 95-104, 2014 | 51 | 2014 |
Converting pH 1: 1 H2O and 1: 2CaCl2 to 1: 5 H2O to contribute to a harmonized global soil database Z Libohova, S Wills, NP Odgers, R Ferguson, R Nesser, JA Thompson, ... Geoderma 213, 544-550, 2014 | 50 | 2014 |
Soil organic carbon across Mexico and the conterminous United States (1991–2010) M Guevara, C Arroyo, N Brunsell, CO Cruz, G Domke, J Equihua, ... Global Biogeochemical Cycles 34 (3), no-no, 2020 | 39 | 2020 |
A soil bulk density pedotransfer function based on machine learning: A case study with the NCSS soil characterization database A Ramcharan, T Hengl, D Beaudette, S Wills Soil Science Society of America Journal 81 (6), 1279-1287, 2017 | 39 | 2017 |
A holistic strategy for adaptive land management JE Herrick, MC Duniway, DA Pyke, BT Bestelmeyer, SA Wills, JR Brown, ... Journal of Soil and Water Conservation 67 (4), 105A-113A, 2012 | 39 | 2012 |
Understanding saturated hydraulic conductivity under seasonal changes in climate and land use M Elhakeem, ANT Papanicolaou, CG Wilson, YJ Chang, L Burras, ... Geoderma 315, 75-87, 2018 | 35 | 2018 |
Soil mass and grind size used for sample homogenization strongly affect permanganate-oxidizable carbon (POXC) values, with implications for its use as a national soil health … M Pulleman, S Wills, R Creamer, R Dick, R Ferguson, D Hooper, ... Geoderma 383, 114742, 2021 | 29 | 2021 |