Advanced search
Publication Cover
Communications in Soil Science and Plant Analysis Volume 51, 2020 - Issue 5
Submit an article Journal homepage
445
Views
16
CrossRef citations to date
0
Altmetric
Article

Comparative Analysis of MLR, ANN, and ANFIS Models for Prediction of Field Capacity and Permanent Wilting Point for Bafra Plain Soils

Sevda TaşanDepartment of Agricultural Structures and Irrigation, Faculty of Agriculture, Ondokuz Mayıs University, Samsun, TurkeyCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0002-4335-4074View further author information
ORCID Icon &
Yusuf DemirDepartment of Agricultural Structures and Irrigation, Faculty of Agriculture, Ondokuz Mayıs University, Samsun, TurkeyView further author information
Pages 604-621 | Received 08 Nov 2019, Accepted 27 Jan 2020, Published online: 21 Feb 2020

Citations (16)

Keep up to date with the latest research on this topic with citation updates for this article.

Subscribe to citation updates

Read on this site (2)

Santanu Mallik, Saikat Das, Abhigyan Chakraborty, Umesh Mishra, Swapan Talukdar, Somnath Bera & G. V. Ramana. (2023) Prediction of non-carcinogenic health risk using Hybrid Monte Carlo-machine learning approach. Human and Ecological Risk Assessment: An International Journal 29:3-4, pages 777-800.
Read now
Reihaneh Soleimani, Elham Chavoshi, Hossein Shirani & Isa Esfandiar Pour. (2020) Comparison of Stepwise Multilinear Regressions, Artificial Neural Network, and Genetic Algorithm-Based Neural Network for Prediction the Plant Available Water of Unsaturated Soils in a Semi-arid Region of Iran (Case Study: Chaharmahal Bakhtiari Province). Communications in Soil Science and Plant Analysis 51:17, pages 2297-2309.
Read now

Articles from other publishers (14)

Manijeh Nosrati Ramesh, Eisa Ebrahimi & Hossein Bayat. (2024) Investigating the Long-Term Effect of Livestock Grazing, Slope Location, and Sampling Depth on Soil Moisture Characteristic Curves. Rangeland Ecology & Management 93, pages 123-135.
Crossref
Burhan U. Choudhury, Priyabatra Santra, Naseeb Singh & Poulamee Chakraborty. (2023) Development of land-use-specific pedotransfer functions for predicting bulk density of acidic topsoil in eastern Himalayas (India). Geoderma Regional 34, pages e00671.
Crossref
Abiola E. Taiwo & Paul Musonge. (2023) Comparative evaluation of bioethanol fermentation process parameters using RSM , ANN and ANFIS . Biofuels, Bioproducts and Biorefining 17:4, pages 961-975.
Crossref
Shin-Young Park, Dan-Ki Yoon, Si-Hyun Park, Jung-In Jeon, Jung-Mi Lee, Won-Ho Yang, Yong-Sung Cho, Jaymin Kwon & Cheol-Min Lee. (2023) Proposal of a Methodology for Prediction of Indoor PM2.5 Concentration Using Sensor-Based Residential Environments Monitoring Data and Time-Divided Multiple Linear Regression Model. Toxics 11:6, pages 526.
Crossref
Asieh Alidousti Shahraki, Rassoul Ajalloeian & Alireza Hajian. (2023) ANN and MANFIS to predict pressuremeter modulus and limit pressure, case study: Isfahan metro line 2. Arabian Journal of Geosciences 16:2.
Crossref
Jesam Abam Ujong, Elvis Michael Mbadike & George Uwadiegwu Alaneme. (2022) Prediction of cost and duration of building construction using artificial neural network. Asian Journal of Civil Engineering 23:7, pages 1117-1139.
Crossref
Selcuk Sevgen, Selin Şahin & Ruya Samli. (2022) Modeling of sunflower oil treated with lemon balm ( Melissa officinalis ): Artificial neural networks versus multiple linear regression . Journal of Food Processing and Preservation 46:7.
Crossref
Santanu Mallik, Abhigyan Chakraborty, Umesh Mishra & Niladri Paul. (2022) Prediction of irrigation water suitability using geospatial computing approach: a case study of Agartala city, India. Environmental Science and Pollution Research 30:55, pages 116522-116537.
Crossref
Hamid Mahmoudzadeh, Hamid Reza Matinfar, Ruth Kerry, Shler Eskandari, Zohre Ebrahimi‐Khusfi & Ruhollah Taghizadeh‐Mehrjardi. (2021) New hybrid evolutionary models for spatial prediction of soil properties in Kurdistan. Soil Use and Management 38:1, pages 191-211.
Crossref
Haohao Cui, Guanghui Zhang, Jinzhe Wang, Qian Wang & Xujuan Lang. (2021) Influence of Multi-Layered Structure of Vadose Zone on Ecological Effect of Groundwater in Arid Area: A Case Study of Shiyang River Basin, Northwest China. Water 14:1, pages 59.
Crossref
Mohammad Abdul Mojid & A.B.M. Zahid Hossain. (2021) Comparative performance of multiple linear regression and artificial neural network models in estimating solute-transport parameters. SAINS TANAH - Journal of Soil Science and Agroclimatology 18:1, pages 27.
Crossref
Saloni Sharma, Ritika Gupta, Ranjana Bhatia, Amrit Pal Toor & Hema Setia. (2021) Predicting microbial response to anthropogenic environmental disturbances using artificial neural network and multiple linear regression. International Journal of Cognitive Computing in Engineering 2, pages 65-70.
Crossref
R. Soleimani, E. Chavoshi, H. Shirani & I. Esfandiarpour Boroujeni. (2021) Evaluation of Intelligence Models to Estimate the Least Limiting Water Range Using Conveniently Measurable Soil Properties. Eurasian Soil Science 54:3, pages 389-398.
Crossref
Katarzyna Pentoś, Krzysztof Pieczarka & Kamil Serwata. (2021) The Relationship between Soil Electrical Parameters and Compaction of Sandy Clay Loam Soil. Agriculture 11:2, pages 114.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.