Gradient boosting machine learning model to predict aflatoxins in Iowa corn
Branstad-Spates, Emily H., Castano-Duque, Lina, Mosher, Gretchen A., Hurburgh, Charles R., Owens, Phillip, Winzeler, Edwin, Rajasekaran, Kanniah, Bowers, Erin L.
Published in Frontiers in microbiology (01.09.2023)
Published in Frontiers in microbiology (01.09.2023)
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Journal Article
Dynamic geospatial modeling of mycotoxin contamination of corn in Illinois: unveiling critical factors and predictive insights with machine learning
Castano-Duque, Lina, Winzeler, Edwin, Blackstock, Joshua M., Liu, Cheng, Vergopolan, Noemi, Focker, Marlous, Barnett, Kristin, Owens, Phillip Ray, van der Fels-Klerx, H. J., Vaughan, Martha M., Rajasekaran, Kanniah
Published in Frontiers in microbiology (01.11.2023)
Published in Frontiers in microbiology (01.11.2023)
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Journal Article
Simulating water dynamics related to pedogenesis across space and time: Implications for four-dimensional digital soil mapping
Owens, Phillip R., Mancini, Marcelo, Winzeler, Edwin H., Read, Quentin, Sun, Ning, Blackstock, Joshua, Libohova, Zamir
Published in Geoderma (01.07.2024)
Published in Geoderma (01.07.2024)
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Journal Article
Pixel-based spatiotemporal statistics from remotely sensed imagery improves spatial predictions and sampling strategies of alluvial soils
Mancini, Marcelo, Winzeler, Hans Edwin, Blackstock, Joshua, Owens, Phillip R., Miller, David M., Silva, Sérgio H.G., Ashworth, Amanda J.
Published in Geoderma (01.07.2024)
Published in Geoderma (01.07.2024)
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Journal Article
Vegetation Masking of Remote Sensing Data Aids Machine Learning for Soil Fertility Prediction
Winzeler, Hans Edwin, Mancini, Marcelo, Blackstock, Joshua M., Libohova, Zamir, Owens, Phillip R., Ashworth, Amanda J., Miller, David M., Silva, Sérgio H. G.
Published in Remote sensing (Basel, Switzerland) (01.09.2024)
Published in Remote sensing (Basel, Switzerland) (01.09.2024)
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Journal Article
Heavy metals concentration in soils across the conterminous USA: Spatial prediction, model uncertainty, and influencing factors
Adhikari, Kabindra, Mancini, Marcelo, Libohova, Zamir, Blackstock, Joshua, Winzeler, Edwin, Smith, Douglas R., Owens, Phillip R., Silva, Sérgio H.G., Curi, Nilton
Published in The Science of the total environment (01.04.2024)
Published in The Science of the total environment (01.04.2024)
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Journal Article
Influence of sample size, model selection, and land use on prediction accuracy of soil properties
Safaee, Samira, Libohova, Zamir, Kladivko, Eileen J., Brown, Andrew, Winzeler, Edwin, Read, Quentin, Rahmani, Shams, Adhikari, Kabindra
Published in Geoderma Regional (01.03.2024)
Published in Geoderma Regional (01.03.2024)
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Journal Article
Interpreting the spatial distribution of soil properties with a physically-based distributed hydrological model
Libohova, Zamir, Mancini, Marcelo, Winzeler, H. Edwin, Read, Quentin D., Sun, Ning, Beaudette, Dylan, Williams, Candiss, Blackstock, Joshua, Silva, Sérgio H.G., Curi, Nilton, Adhikari, Kabindra, Ashworth, Amanda, Minai, Joshua O., Owens, Phillip R.
Published in Geoderma Regional (01.12.2024)
Published in Geoderma Regional (01.12.2024)
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Journal Article
Parsimonious modeling of hydrologic responses in engineered watersheds: Structural heterogeneity versus functional homogeneity
Basu, Nandita B, Rao, P.S.C, Winzeler, H. Edwin, Kumar, Sanjiv, Owens, Phillip, Merwade, Venkatesh
Published in Water resources research (01.04.2010)
Published in Water resources research (01.04.2010)
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Journal Article
A Methodology for Examining Changes in Soil Climate Geography through Time: U.S. Soil Moisture Regimes for the Period 1971–2000
Winzeler, Hans Edwin, Owens, Phillip R., Waltman, Sharon W., Waltman, William J., Libohova, Zamir, Beaudette, Dylan
Published in Soil Science Society of America journal (01.01.2013)
Published in Soil Science Society of America journal (01.01.2013)
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Journal Article