Artificial intelligence in soil science: Where do we go now?

被引:0
|
作者
Castro, Jose Pablo [1 ]
Gasch, Caley K. [2 ]
Flores, Paulo [3 ]
机构
[1] North Dakota State Univ, Sch Nat Resource Sci, Soil Sci Dept, 1402 Albrecht Blvd, Fargo, ND 58108 USA
[2] Univ Alaska Fairbanks, Inst Agr Nat Resources & Extens, Matanuska Expt Farm & Extens Ctr, Palmer, AK USA
[3] North Dakota State Univ, Coll Agr Food Syst & Nat Resources, Dept Agr & Biosyst Engn, Fargo, ND USA
关键词
MACHINE; IMAGERY;
D O I
10.1002/ael2.20134
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
Recognizing the fast advancement of artificial intelligence (AI) in soil science, the main objective of this commentary paper is to discuss how this technology is being incorporated into the discipline, focusing on the most common algorithms and their applications. Employing a discursive and reflective methodology, the article draws insights from the authors' expertise and opinions. The paper explores some ethical considerations and the potential impact of AI on the job market and calls for a balanced approach that maximizes the benefits of this technology while vigilantly mitigating its negative implications to ensure the integrity and inclusivity of the profession. Core Ideas Artificial intelligence (AI) is changing soil science with advanced analytic and predictive modeling tools. Ethical AI in soil science should focus on data integrity, privacy, and transparent research. AI is reshaping the soil science job market, emphasizing the need for adaptability, and continuous learning. Collaboration between technology and soil experts can lead to groundbreaking research and academic solutions. AI, as a complementary tool, can enhance soil scientists' expertise, creativity, and problem-solving abilities.
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页数:5
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