Advances in Decision Sciences (ADS)

Published by Scientific and Business World, Singapore

Data-Driven Decision Optimization of Humic and Fulvic Acid Treatments: Experimental Evidence on Enzyme Regulation and Nutrient Bioavailability in Calcareous Soils

Data-Driven Decision Optimization of Humic and Fulvic Acid Treatments: Experimental Evidence on Enzyme Regulation and Nutrient Bioavailability in Calcareous Soils

Title

Data-Driven Decision Optimization of Humic and Fulvic Acid Treatments: Experimental Evidence on Enzyme Regulation and Nutrient Bioavailability in Calcareous Soils

Authors

  • Qian Sun
    School of Industrial Technology, Universiti Sains Malaysia, Penang, Malaysia
  • Mohamad Anuar Kamaruddin
    School of Industrial Technology, Universiti Sains Malaysia, Penang, Malaysia
  • Kai Huang
    Institute of Facilities and Equipment in Agriculture, Jiangsu Academy of Agricultural Sciences, Nanjing, China
  • Yun Cao
    Institute of Agricultural Resources and Environment, Jiangsu Academy of Agricultural Sciences, Nanjing, China
  • Jianlong Liu
    Institute of Facilities and Equipment in Agriculture, Jiangsu Academy of Agricultural Sciences, Nanjing, China

Keywords

Humic acid, Fulvic acid, Soil enzyme, Nutrient bioavailability, Calcareous soil

Classification-JEL

Q15, Q24, Q53, O13, C93

Pages

158-187

How to Cite

Sun, Q., Anuar Kamaruddin, M., Huang, K., Cao, Y., & Liu, J. (2025). Data-Driven Decision Optimization of Humic and Fulvic Acid Treatments: Experimental Evidence on Enzyme Regulation and Nutrient Bioavailability in Calcareous Soils. Advances in Decision Sciences, 29(3), 158-187.

https://doi.org/10.47654/v29y2025i3p158-187