Application of the neuro-fuzzy approach to solving problems of soil phases evaluation
The role of variety in the efficient use of fertilizers is enormous. However, most researchers limited their studies to stating the facts about the different productivity of varieties under certain conditions of mineral nutrition. Varieties bear the "imprint" of the conditions in which the...
| Main Authors: | , , , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
EDP Sciences
2023-01-01
|
| Series: | BIO Web of Conferences |
| Online Access: | https://www.bio-conferences.org/articles/bioconf/pdf/2023/12/bioconf_vvrd2023_02009.pdf |
| _version_ | 1797673745851088896 |
|---|---|
| author | Ziyadullaev Davron Mukhamedieva Dilnoz Teshaboyev Mukhammadyahyo Abdurakhimov Doniyor Bakhodirov Muzrob Ziyodullaeva Gulchiroy Abduraimov Dostonbek |
| author_facet | Ziyadullaev Davron Mukhamedieva Dilnoz Teshaboyev Mukhammadyahyo Abdurakhimov Doniyor Bakhodirov Muzrob Ziyodullaeva Gulchiroy Abduraimov Dostonbek |
| author_sort | Ziyadullaev Davron |
| collection | DOAJ |
| description | The role of variety in the efficient use of fertilizers is enormous. However, most researchers limited their studies to stating the facts about the different productivity of varieties under certain conditions of mineral nutrition. Varieties bear the "imprint" of the conditions in which they are bred. Hence, it is necessary to studythe features of their nutrition, the crop formation, and the quality of products at different forms, doses, ratios, terms and methods of applying mineral fertilizers on various soils of thecultivation zone of a given crop. The main aim of the article is to evaluate soil phases based on the use of a neuro-fuzzy approach. Three soil types were considered: irrigated typical serozem, serozem-meadow soil, and newly irrigated light serozem. A computational experiment was conducted to assess the type of soil, taking into account characteristics such as soil density and humus in percentage terms. |
| first_indexed | 2024-03-11T21:48:51Z |
| format | Article |
| id | doaj.art-c78a7fa59b24406faf6b1b7ddc8ac6f1 |
| institution | Directory Open Access Journal |
| issn | 2117-4458 |
| language | English |
| last_indexed | 2024-03-11T21:48:51Z |
| publishDate | 2023-01-01 |
| publisher | EDP Sciences |
| record_format | Article |
| series | BIO Web of Conferences |
| spelling | doaj.art-c78a7fa59b24406faf6b1b7ddc8ac6f12023-09-26T10:10:22ZengEDP SciencesBIO Web of Conferences2117-44582023-01-01670200910.1051/bioconf/20236702009bioconf_vvrd2023_02009Application of the neuro-fuzzy approach to solving problems of soil phases evaluationZiyadullaev Davron0Mukhamedieva Dilnoz1Teshaboyev Mukhammadyahyo2Abdurakhimov Doniyor3Bakhodirov Muzrob4Ziyodullaeva Gulchiroy5Abduraimov Dostonbek6Tashkent Institute of Irrigation and Agricultural Mechanization Engineers National Research UniversityTashkent Institute of Irrigation and Agricultural Mechanization Engineers National Research UniversityAndijan State Medical InstituteGulistan State University, Department of "Applied Mathematics and Information Technologies"Tashkent University of Information Technologies named after Mukhammad al-KhwarizmiTashkent University of Information Technologies named after Mukhammad al-KhwarizmiGulistan State University, Department of "Applied Mathematics and Information Technologies"The role of variety in the efficient use of fertilizers is enormous. However, most researchers limited their studies to stating the facts about the different productivity of varieties under certain conditions of mineral nutrition. Varieties bear the "imprint" of the conditions in which they are bred. Hence, it is necessary to studythe features of their nutrition, the crop formation, and the quality of products at different forms, doses, ratios, terms and methods of applying mineral fertilizers on various soils of thecultivation zone of a given crop. The main aim of the article is to evaluate soil phases based on the use of a neuro-fuzzy approach. Three soil types were considered: irrigated typical serozem, serozem-meadow soil, and newly irrigated light serozem. A computational experiment was conducted to assess the type of soil, taking into account characteristics such as soil density and humus in percentage terms.https://www.bio-conferences.org/articles/bioconf/pdf/2023/12/bioconf_vvrd2023_02009.pdf |
| spellingShingle | Ziyadullaev Davron Mukhamedieva Dilnoz Teshaboyev Mukhammadyahyo Abdurakhimov Doniyor Bakhodirov Muzrob Ziyodullaeva Gulchiroy Abduraimov Dostonbek Application of the neuro-fuzzy approach to solving problems of soil phases evaluation BIO Web of Conferences |
| title | Application of the neuro-fuzzy approach to solving problems of soil phases evaluation |
| title_full | Application of the neuro-fuzzy approach to solving problems of soil phases evaluation |
| title_fullStr | Application of the neuro-fuzzy approach to solving problems of soil phases evaluation |
| title_full_unstemmed | Application of the neuro-fuzzy approach to solving problems of soil phases evaluation |
| title_short | Application of the neuro-fuzzy approach to solving problems of soil phases evaluation |
| title_sort | application of the neuro fuzzy approach to solving problems of soil phases evaluation |
| url | https://www.bio-conferences.org/articles/bioconf/pdf/2023/12/bioconf_vvrd2023_02009.pdf |
| work_keys_str_mv | AT ziyadullaevdavron applicationoftheneurofuzzyapproachtosolvingproblemsofsoilphasesevaluation AT mukhamedievadilnoz applicationoftheneurofuzzyapproachtosolvingproblemsofsoilphasesevaluation AT teshaboyevmukhammadyahyo applicationoftheneurofuzzyapproachtosolvingproblemsofsoilphasesevaluation AT abdurakhimovdoniyor applicationoftheneurofuzzyapproachtosolvingproblemsofsoilphasesevaluation AT bakhodirovmuzrob applicationoftheneurofuzzyapproachtosolvingproblemsofsoilphasesevaluation AT ziyodullaevagulchiroy applicationoftheneurofuzzyapproachtosolvingproblemsofsoilphasesevaluation AT abduraimovdostonbek applicationoftheneurofuzzyapproachtosolvingproblemsofsoilphasesevaluation |