Digital mapping of soil properties using multiple machine learning in a semi-arid region, central Iran
作者： Mojtaba Zeraatpisheh , Shamsollah Ayoubi , Azam Jafari , Samaneh Tajik , Peter Finke
DOI: 10.1016/J.GEODERMA.2018.09.006
关键词:
摘要: … between soil and environmental variables obtained from terrain … Major landscape units in the study area comprise mountains, hill-… The spatial distributions of soil organic carbon, calcium …
harvard.edu
sci-hub.se 参考文章(67)
Daniel Alan Nath, Soil landscape modeling in the Northwest Iowa Plains region of O'Brien County, Iowa Iowa State University. ,(2006) , 10.31274/RTD-180813-12043
Dwayne R. Buxton editor-in-chief Asa publications, John J. Mortvedt. editor-in-chief Sssa publications, Arnold Klute, Methods of soil analysis. ,(2015)
Matthew Wiener, Andy Liaw, Classification and Regression by randomForest ,(2007)
Robert Tibshirani, Trevor Hastie, Jerome H. Friedman, The Elements of Statistical Learning ,(2001)
Elisabeth Bui, Brent Henderson, Karin Viergever, Using knowledge discovery with data mining from the Australian Soil Resource Information System database to inform soil carbon mapping in Australia Global Biogeochemical Cycles. ,vol. 23, ,(2009) , 10.1029/2009GB003506
K.L. Webster, I.F. Creed, F.D. Beall, R.A. Bourbonnière, A topographic template for estimating soil carbon pools in forested catchments Geoderma. ,vol. 160, pp. 457- 467 ,(2011) , 10.1016/J.GEODERMA.2010.10.016
Yones Khaledian, Farshad Kiani, David C. Weindorf, Soheila Ebrahimi, Relationship of potentially labile soil organic carbon with soil quality indicators in deforested areas of Iran. Soil Horizons. ,vol. 54, pp. 1- 11 ,(2013) , 10.2136/SH13-04-0011
A. Sepehr, A. M. Hassanli, M. R. Ekhtesasi, J. B. Jamali, Quantitative assessment of desertification in south of Iran using MEDALUS method Environmental Monitoring and Assessment. ,vol. 134, pp. 243- 254 ,(2007) , 10.1007/S10661-007-9613-6
E. Mahmoudabadi, F. Sarmadian, R. Nazary Moghaddam, SPATIAL DISTRIBUTION OF SOIL HEAVY METALS IN DIFFERENT LAND USES OF AN INDUSTRIAL AREA OF TEHRAN (IRAN) International Journal of Environmental Science and Technology. ,vol. 12, pp. 3283- 3298 ,(2015) , 10.1007/S13762-015-0808-Z
I. Esfandiarpoor Borujeni, J. Mohammadi, M.H. Salehi, N. Toomanian, R.M. Poch, Assessing geopedological soil mapping approach by statistical and geostatistical methods: A case study in the Borujen region, Central Iran Catena. ,vol. 82, pp. 1- 14 ,(2010) , 10.1016/J.CATENA.2010.03.006