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 | 392 | 2015 |
POLARIS: A 30-meter probabilistic soil series map of the contiguous United States NW Chaney, EF Wood, AB McBratney, JW Hempel, TW Nauman, ... Geoderma 274, 54-67, 2016 | 235 | 2016 |
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 | 208 | 2018 |
Updating soil survey maps using random forest and conditioned Latin hypercube sampling in the loess derived soils of northern Iran MRP Rad, N Toomanian, F Khormali, CW Brungard, CB Komaki, ... Geoderma 232, 97-106, 2014 | 126 | 2014 |
POLARIS soil properties: 30‐m probabilistic maps of soil properties over the contiguous United States NW Chaney, B Minasny, JD Herman, TW Nauman, CW Brungard, ... Water Resources Research 55 (4), 2916-2938, 2019 | 109 | 2019 |
Updating soil survey maps using random forest and conditioned Latin hypercube sampling in the loess derived soils of northern Iran M Reza Pahlavan Rad, N Toomanian, F Khormali, CW Brungard, ... Geoderma 232 (97), 232, 2014 | 88 | 2014 |
Conditioned latin hypercube sampling: Optimal sample size for digital soil mapping of arid rangelands in Utah, USA CW Brungard, JL Boettinger Digital Soil Mapping: Bridging Research, Environmental Application, and …, 2010 | 87 | 2010 |
Legacy soil maps as a covariate in digital soil mapping: a case study from Northern Iran MR Pahlavan-Rad, F Khormali, N Toomanian, CW Brungard, F Kiani, ... Geoderma 279, 141-148, 2016 | 68 | 2016 |
Prediction of soil water infiltration using multiple linear regression and random forest in a dry flood plain, eastern Iran MR Pahlavan-Rad, K Dahmardeh, M Hadizadeh, G Keykha, ... Catena 194, 104715, 2020 | 61 | 2020 |
Disaggregating and updating a legacy soil map using DSMART, fuzzy c-means and k-means clustering algorithms in Central Iran M Zeraatpisheh, S Ayoubi, CW Brungard, P Finke Geoderma 340, 249-258, 2019 | 45 | 2019 |
An integrated view of complex landscapes: a big data-model integration approach to transdisciplinary science DPC Peters, ND Burruss, LL Rodriguez, DS McVey, EH Elias, ... BioScience 68 (9), 653-669, 2018 | 43 | 2018 |
Predicting soil organic carbon concentrations in a low relief landscape, eastern Iran MR Pahlavan-Rad, K Dahmardeh, C Brungard Geoderma regional 15, e00195, 2018 | 41 | 2018 |
Some methods to improve the utility of conditioned Latin hypercube sampling BP Malone, B Minansy, C Brungard PeerJ 7, e6451, 2019 | 30 | 2019 |
Wind erosion potential of lacustrine and alluvial soils before and after disturbance in the eastern Great Basin, USA: Estimating threshold friction velocity using easier-to … CW Brungard, JL Boettinger, LE Hipps Aeolian research 18, 185-203, 2015 | 23 | 2015 |
Soils2026 and digital soil mapping–A foundation for the future of soils information in the United States JA Thompson, S Kienast-Brown, T D'Avello, J Philippe, C Brungard Geoderma regional 22, e00294, 2020 | 19 | 2020 |
Accounting for two-billion tons of stabilized soil carbon CW Ross, S Grunwald, JG Vogel, D Markewitz, EJ Jokela, TA Martin, ... Science of the total environment 703, 134615, 2020 | 18 | 2020 |
Alternative sampling and analysis methods for digital soil mapping in southwestern Utah CW Brungard Utah State University, 2009 | 15 | 2009 |
Rapid bulk density measurement using mobile device photogrammetry M Whiting, SW Salley, DK James, JW Karl, CW Brungard Soil science society of america journal 84 (3), 811-817, 2020 | 13 | 2020 |
Disaggregation of conventional soil map by generating multi realizations of soil class distribution (case study: Saadat Shahr plain, Iran) M Jamshidi, MA Delavar, R Taghizadehe-Mehrjardi, C Brungard Environmental monitoring and assessment 191, 1-15, 2019 | 9 | 2019 |
Evaluating digital soil mapping approaches for 3D mapping of soil organic carbon M Jamshidi, MA Delavar, R Taghizadehe-Mehrjerdi, C Brungard Iranian Journal of Soil Research 33 (2), 227-239, 2019 | 6 | 2019 |