Identifying causes of crop yield variability with interpretive machine learning

Author:

Jones Edward J.,Bishop Thomas F.A.,Malone Brendan P.,Hulme Patrick J.,Whelan Brett M.,Filippi Patrick

Publisher

Elsevier BV

Subject

Horticulture,Computer Science Applications,Agronomy and Crop Science,Forestry

Reference64 articles.

1. Permutation importance: a corrected feature importance measure;Altmann;Bioinform.,2010

2. BOM, 2021. Bureau of Meteorology: Monthly rainfall – Yamburgan (044166), available at: http://www.bom.gov.au/jsp/ncc/cdio/weatherData/av?p_nccObsCode=139&p_display_type=dataFile&p_startYear=&p_c=&p_stn_num=044166. [Accessed: 22 June 2021]. Chen, T., He, T., Benesty, M., Khotilovich, V., Tang, Y., Cho, H., Chen, K., Mitchell, R., Cano, I., Zhou, T., Li, M., Xie, J., Lin, M., Geng, Y., Li, Y., 2020. xgboost: Extreme Gradient Boosting. R package version 1.1.1.1. URL: https://CRAN.R-project.org/package=xgboost.

3. Understanding and improving salt tolerance in plants;Chinnusamy;Crop Sci.,2005

4. Machine learning approaches for crop yield prediction and nitrogen status estimation in precision agriculture: A review;Chlingaryan;Comput. Electron. Agric.,2018

5. Identifying soil properties that influence cotton yield using soil sampling directed by apparent soil electrical conductivity;Corwin;Agronomy,2003

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