Point-of-use sensors and machine learning enable low-cost determination of soil nitrogen

Author:

Grell Max,Barandun Giandrin,Asfour Tarek,Kasimatis Michael,Collins Alex Silva Pinto,Wang Jieni,Güder FiratORCID

Funder

RCUK | Engineering and Physical Sciences Research Council

Innovate UK

RCUK | Biotechnology and Biological Sciences Research Council

Publisher

Springer Science and Business Media LLC

Subject

Agronomy and Crop Science,Animal Science and Zoology,Food Science

Reference51 articles.

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2. Mosheim, R. Fertilizer Use and Price https://www.ers.usda.gov/webdocs/DataFiles/50341/fertilizeruse.xls?v=5260.4 (United States Department of Agriculture—Economic Research Service, 2019).

3. Alexandratos, N. & Bruinsma, J. World Agriculture Towards 2030/2050 http://www.fao.org/3/ap106e/ap106e.pdf (Food and Agriculture Organization of the United Nations, 2012).

4. Tetteh, R. N. Chemical soil degradation as a result of contamination: a review. J. Soil Sci. Environ. Manage. 6, 301–308 (2015).

5. Osman, K. T. Soil Degradation, Conservation and Remediation (Springer Netherlands, 2014); https://doi.org/10.1007/978-94-007-7590-9

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