Comparison study of SMART and AHP method for paddy fertilizer recommendation in decision support system
Open Access
- 1 October 2019
- journal article
- research article
- Published by IOP Publishing in IOP Conference Series: Earth and Environmental Science
- Vol. 343 (1), 012207
- https://doi.org/10.1088/1755-1315/343/1/012207
Abstract
Decision support systems are used as evidence-based decision-making tools in agriculture to provide relevant information. The implementation is to recommend the provision of fertilizer for rice plants, to support plant growth based on location specifics. This study aims to analyze the final results of two SMART and AHP methods by comparing the final results in evaluating the best alternatives. The criteria analyzed are; location, the yield of rice productivity, Leaf Color, Planting Season, Nutrient Status of P, nutrient status of K soil, Fertilizer Cage, Organic Straw Material, Use of Compost Fertilizer. For alternative solutions in the form of rice fertilizer dosage N, P, K. The results of the analysis of the two methods show that both have similarities in determining location-specific rice fertilizer recommendations, which are measured by comparing alternative final results of the two methods with recommendations from experts. Tests were carried out in ten cases with different locations. The accuracy of the two methods was 70%.Keywords
This publication has 11 references indexed in Scilit:
- AgroDSS: A decision support system for agriculture and farmingComputers and Electronics in Agriculture, 2019
- A comparative study by AHP and TOPSIS for the selection of all round excellence awardPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2016
- Decision support tools for agriculture: Towards effective design and deliveryAgricultural Systems, 2016
- Development, test and comparison of two Multiple Criteria Decision Analysis (MCDA) models: A case of healthcare infrastructure locationExpert Systems with Applications, 2015
- A Fuzzy TOPSIS Model to Rank Automotive SuppliersProcedia Manufacturing, 2015
- Decision support for prioritising of land to be preserved for agriculture: Can participatory tool development help?Computers and Electronics in Agriculture, 2015
- RAEDSS: An integrated decision support system for regional agricultural economy in ChinaMathematical and Computer Modelling, 2011
- Decision support system for nitrogen fertilization using fuzzy theoryComputers and Electronics in Agriculture, 2011
- The design and implementation of an integrated optimal fertilization decision support systemMathematical and Computer Modelling, 2011
- The Multiplicative AHP, SMART and ELECTRE in a Common ContextJournal of Multi-Criteria Decision Analysis, 1997