تفکیک ویژگی‌های موثر خاک بر منحنی مشخصه رطوبتی با استفاده از درخت تصمیم‌گیری

1.Abbasi, Y.B., Ghanbarian-Alavijeh, A.M., Liaghat, A.M., and Shorafa. 2011. Evaluation of pedotransfer functions for estimating soil water retention curve of saline and saline-alkali soils of Iran. Soil Science Society of China. 21: 2. 230-237.

2.Amir-Abedi, H., Asghari, Sh.A., Mesri-Gandshamin, T., and Keivanbehjo, F. 2013. Estimating of field capacity, permanent wilting and available water content in Ardabil plain soils using regression and artificial neural network models. Urmia Applied Soil Research.1: 1. 60-72. (In Persian)

3.Bouyoucos, G.J. 1962. Hydrometer method improved for making particle size analysis of soils. Agronomy Journal.
54: 464-465.

4.Farzadmehr, M., Chahmani, M., and Khayaki Siouki, A.S. 2018. Comparing decision tree and instance-based learning models to estimate soil saturated hydraulic conductivity. Journal of Soil and Water Conservation Research.
25: 5. 167-184. (In Persian)

5.Haghverdi, A., Ghahraman, B., Khoshnood Yazdi, A.A., and Arabi, Z. 2010. Estimating of water content in FC and PWP in north and north east of Iran's soil samples using k-nearest neighbor and artificial neural networks. Journal of Water and Soil, 24: 4. 804-814.(In Persian)

6.Hengle, T., and Husnjak, S. 2006. Evaluation adequacy and usability of soil maps in Croatia. Soil Science Society of America Journal, 70: 920-929.

7.Hutson, J.L., and Cass, A. 1987. A retentivity function for use in soil-water simulation models. Journal of Soil Science. 38: 105-113.

8.Kemper, W.D., and RoseNau, R.C. 1986. Aggregate stability and size distribution. P 425-442. In: D.L. Sparks (ed.) Methods of soil analysis. american society of agronomy, Madison. ‏

9.Khashei Siuki, A., Jalali Moakhar, V.R., Noferesti, A.M., and Ramazani, Y. 2015. Comparing nonparametric k-nearest neighbor technique with ANN model for predicting soil saturated hydraulic conductivity. Journal of Soil Management in Sustainable Production. 5: 3. 81-95.(In Persian)

10.Klute, A., and Dirksen, C. 1986. Hydraulic conductivity and diffusivity: Laboratory methods. P 687-734. In: A. Klute (ed.). Method of soil analysis, Part1: Agronomy Soil Science Society of America Madison.WI.

11.Matsuyama, T. 1987. Knowledge- Based Aerial Image Understanding system and Expert System for Image Processing. IEEE Transaction on Geoscience and Remote Sensing, 25: 305-316.

12.Meshkani, A.S., and Nazemi, A.S. 2009. Introduction to Data Mining. Ferdowsi University Press, Mashhad. 456p.
(In Persian)

13.Minasny, B. 2007. Prediction soil properties. Journal Ilmu Tanah dan Lingkungan. 7: 54-67.

14.Moncada, M.P., Gabriels, D., and Cornelis, W.M. 2014. Data-driven analysis of soil quality indicators using limited data. Geoderma. 235: 271-278.

15.Motaghian, H.R., and Mohamadi, J. 2010. Comparison of some physical indicators of soil quality in different land uses in Marghmalak basin, Shahrekord (Chaharmahal and Bakhtiari province). Journal of water and soil (Agricultural Sciences and Industries). 25: 1. 115-124. (In Persian)

16.Nemes, A., Rawls, W.J., and Pachepsky, Y.A. 2006. Use of the nonparametric nearest neighbor approach to estimate soil hydraulic properties. Journal of Soil Science Society of America. 70: 2. 327-336.

17.Openshaw, S., and Openshaw, C. 1997. Artificial Intelligence in Geography. John Wiley & Sons Ltd, Chichester. 348p.

18.Page, M.C., Sparks, D.L., Noll, M.R., and Hendricks, G.J. 1987. Kinetics and mechanisms of potassium release from sandy Middle Atlantic Coastal Plain soils. Journal of Soil Science Society of America. 51: 1460-1465.

19.Ramezani, M., Ganbarian, B., Liaghat, AM., and Salehi Khoshkroudi, Sh. 2011. Developing pedotransfer functions for saline and saline- alkali soils. Journal of Water and Irrigation Management.1: 1. 99-110. (In Persian)

20.Shahrabi, C. 2011. Data Mining 2. First edition, Amir Kabir University Industrial Jihad Press, Tehran. 300p.

21.Shirani, H., and Rafienejad, N. 2012. Estimating of some missing soil properties with regression pedotransfer functions and neural network in the Kerman. Journal of Soil Research. 25. 4: 349-359. (In Persian)

22.Shirani, H. 2017. Artificial neural networks with an application in agricultural and natural resource sciences. Rafsanjan Univ. Press. 320p. (In Persian)

23.Walkley, A., and Black, I.A. 1934. An examination of the Degtjareff method for determining soil organic matter and a proposed modification of the chromic acid titration method. Journal of Soil Science. 37: 29-38.

24.Zhou, J., and Yu, J.L. 2005. Influences affecting the soil-water characteristic curve. Journal of Zhejiang University Science. 6: 797-804.