Muhammad Awais, Syed Muhammad Zaigham Abbas Naqvi, Hao Zhang, Linze Li, Wei Zhang, Fuad A Awwad, Emad A A Ismail, M Ijaz Khan, Vijaya Raghavan, Jiandong Hu
Sustainable agricultural practices help to manage and use natural resources efficiently. Due to global climate and geospatial land design, soil texture, soil-water content (SWC), and other parameters vary greatly; thus, real time, robust, and accurate soil analytical measurements are difficult to be developed. Conventional statistical analysis tools take longer to analyze and interpret data, which may have delayed a crucial decision. Therefore, this review paper is presented to develop the researcher's insight toward robust, accurate, and quick soil analysis using artificial intelligence (AI), deep learning (DL), and machine learning (ML) platforms to attain robustness in SWC and soil texture analysis...
December 7, 2023: Bioresources and Bioprocessing